From bd0184cc070679c417f9471d40e2ce9eaeb9d870 Mon Sep 17 00:00:00 2001 From: Koen van Greevenbroek Date: Thu, 2 Jul 2026 15:30:20 -0700 Subject: [PATCH] feat: align whole-grain definitions across diet sources Unify the whole-grain definition on the food-level taxonomy and the GBD exposure basis: - Add a maize-whole food (whole_grains, FBS item 2514, USDA FDC 169697) fed from the maize crop, mirroring the wheat and rice whole/refined pairs, so maize-staple regions have a whole-grain food to carry GBD's whole-grain exposure. - Refit diet.fbs.whole_grain_shares jointly against GBD per-country whole-grain exposure (population-weighted bounded least squares, countries whose always-whole coarse-grain base exceeds the GBD target excluded as uninformative): flour-wholemeal 0.07, rice-brown 0.01, maize-whole 0.46. - Re-split GDD-IA's total cereal energy by each country's FBS cereal composition instead of GDD's own whole/processed split, which counts decorticated millet and sorghum as processed and starved Sahel staples in GDD mode (NER whole grains 27 -> 249 g/day). Cereal masses are now kcal-derived at model-basis group densities and the kcal-target cereal columns carry the aligned split. - Disable piecewise food utility explicitly in the feed, food_waste and food_demand calibration configs; their enforced-baseline validation solves reject it, and base configs like central.yaml enable it. - Refresh all three calibration artefact sets (default, gdd-ia, gbd-anchored). Stability L1 costs land at or below their previous centres and all cereal food_demand multipliers stay at 1.0 with zero slack, confirming the realignment introduces no supply/demand mismatch. --- config/calibration/feed.yaml | 5 + config/calibration/food_demand.yaml | 5 + config/calibration/food_waste.yaml | 5 + config/default.yaml | 28 +- config/schemas/config.schema.yaml | 2 +- .../calibration/default/animal_cost.csv | 1962 ++-- .../curated/calibration/default/crop_cost.csv | 6874 ++++++------- .../default/deviation_penalty.yaml | 8 +- .../calibration/default/exogenous_feed.csv | 14 +- .../calibration/default/exogenous_forage.csv | 6 +- .../calibration/default/food_demand.csv | 27 +- .../calibration/default/grassland_cost.csv | 82 +- .../calibration/default/provenance.yaml | 10 +- .../calibration/gbd-anchored/animal_cost.csv | 2002 ++-- .../calibration/gbd-anchored/crop_cost.csv | 8823 +++++++++-------- .../gbd-anchored/deviation_penalty.yaml | 10 +- .../gbd-anchored/exogenous_feed.csv | 60 +- .../gbd-anchored/exogenous_forage.csv | 18 +- .../gbd-anchored/fodder_conversion.csv | 10 +- .../calibration/gbd-anchored/food_demand.csv | 85 +- .../calibration/gbd-anchored/food_waste.yaml | 26 +- .../gbd-anchored/grassland_cost.csv | 220 +- .../gbd-anchored/grassland_yield.csv | 80 +- .../calibration/gbd-anchored/provenance.yaml | 5 +- .../calibration/gdd-ia/animal_cost.csv | 1986 ++-- data/curated/calibration/gdd-ia/crop_cost.csv | 8128 +++++++-------- .../calibration/gdd-ia/deviation_penalty.yaml | 10 +- .../calibration/gdd-ia/exogenous_feed.csv | 22 +- .../calibration/gdd-ia/exogenous_forage.csv | 18 +- .../calibration/gdd-ia/food_demand.csv | 101 +- .../calibration/gdd-ia/food_waste.yaml | 26 +- .../calibration/gdd-ia/grassland_cost.csv | 136 +- .../calibration/gdd-ia/provenance.yaml | 7 +- data/curated/faostat_food_item_map.csv | 1 + data/curated/food_basis.csv | 1 + data/curated/food_groups.csv | 1 + data/curated/foods.csv | 1 + data/curated/nutrition.csv | 4 + data/curated/usda_food_mapping.csv | 1 + docs/current_diets.rst | 25 +- tests/test_fbs_dietary_intake.py | 77 +- workflow/rules/diet.smk | 15 +- workflow/scripts/diet/fbs_intake.py | 60 +- .../scripts/prepare_gdd_ia_dietary_intake.py | 162 +- 44 files changed, 15730 insertions(+), 15419 deletions(-) diff --git a/config/calibration/feed.yaml b/config/calibration/feed.yaml index abcf40b6..5d2848a8 100644 --- a/config/calibration/feed.yaml +++ b/config/calibration/feed.yaml @@ -53,6 +53,11 @@ validation: disable_spared_grassland: true slack_marginal_cost: 10 +# The enforced-baseline validation solve is incompatible with piecewise +# food utility; disable it regardless of the base config's setting. +food_utility_piecewise: + enabled: false + cost_calibration: enabled: false diff --git a/config/calibration/food_demand.yaml b/config/calibration/food_demand.yaml index a140a4a0..42683227 100644 --- a/config/calibration/food_demand.yaml +++ b/config/calibration/food_demand.yaml @@ -59,6 +59,11 @@ validation: disable_spared_grassland: true slack_marginal_cost: 10 +# The enforced-baseline validation solve is incompatible with piecewise +# food utility; disable it regardless of the base config's setting. +food_utility_piecewise: + enabled: false + # Skip downstream calibrations so this step is order-independent. cost_calibration: enabled: false diff --git a/config/calibration/food_waste.yaml b/config/calibration/food_waste.yaml index d981bcd0..3e6c27e4 100644 --- a/config/calibration/food_waste.yaml +++ b/config/calibration/food_waste.yaml @@ -50,6 +50,11 @@ validation: disable_spared_grassland: true slack_marginal_cost: 10 +# The enforced-baseline validation solve is incompatible with piecewise +# food utility; disable it regardless of the base config's setting. +food_utility_piecewise: + enabled: false + # Skip downstream calibrations so this step is order-independent. cost_calibration: enabled: false diff --git a/config/default.yaml b/config/default.yaml index a5f3f3fc..85bdc055 100644 --- a/config/default.yaml +++ b/config/default.yaml @@ -975,18 +975,23 @@ diet: # global defaults. # FBS diet-source configuration (used when source: fbs). fbs: - # FBS reports wheat (item 2511) and rice (item 2807) supply without a - # whole-grain vs refined split, while the model carries them as - # separate foods (flour-wholemeal/rice-brown vs flour-white/ - # rice-white) in separate food groups. These fractions allocate each - # item's energy supply to the whole-grain food; the remainder goes to - # the refined counterpart. Defaults from a population-weighted - # least-squares fit of per-country FBS-derived whole-grain intake to - # the survey-based (GDD-IA) estimate; they reproduce GDD-IA's global - # population-weighted whole-grain intake (~42 g/day) within ~1 g/day. + # FBS reports wheat (item 2511), rice (item 2807) and maize (item + # 2514) supply without a whole-grain vs refined split, while the + # model carries them as separate foods (flour-wholemeal/rice-brown/ + # maize-whole vs flour-white/rice-white/maize) in separate food + # groups. These fractions allocate each item's energy supply to the + # whole-grain food; the remainder goes to the refined counterpart. + # Defaults from a population-weighted bounded least-squares fit of + # per-country FBS-derived whole-grain intake to the GBD whole-grain + # exposure estimate (the definitional anchor of the health module), + # excluding countries whose always-whole coarse-grain intake alone + # already exceeds the GBD target (their residual is invariant to + # the shares). The fit reproduces GBD's global population-weighted + # whole-grain intake (~45 g/day) within a few g/day. whole_grain_shares: - flour-wholemeal: 0.11 - rice-brown: 0.04 + flour-wholemeal: 0.07 + rice-brown: 0.01 + maize-whole: 0.46 # GDD-IA pipeline configuration (used when source: gdd_ia). gdd_ia: # GDD-IA reports meat in cooked weight (implied kcal/g for beef @@ -1139,6 +1144,7 @@ commodities: - buckwheat - foxtail-millet - maize + - maize-whole - oat - pearl-millet - rye diff --git a/config/schemas/config.schema.yaml b/config/schemas/config.schema.yaml index 41595b6c..d2856ab6 100644 --- a/config/schemas/config.schema.yaml +++ b/config/schemas/config.schema.yaml @@ -1046,7 +1046,7 @@ properties: properties: whole_grain_shares: type: object - description: "Per-whole-grain-food fraction of the shared FBS item's supply (wheat 2511, rice 2807) allocated to the whole-grain food; the remainder goes to the refined counterpart in the same FBS item" + description: "Per-whole-grain-food fraction of the shared FBS item's supply (wheat 2511, rice 2807, maize 2514) allocated to the whole-grain food; the remainder goes to the refined counterpart in the same FBS item" additionalProperties: type: number minimum: 0.0 diff --git a/data/curated/calibration/default/animal_cost.csv b/data/curated/calibration/default/animal_cost.csv index 5eb10449..3f3e6fa8 100644 --- a/data/curated/calibration/default/animal_cost.csv +++ b/data/curated/calibration/default/animal_cost.csv @@ -1,179 +1,179 @@ product,country,correction_bnusd_per_mt_feed -dairy,AFG,0.03480381052941084 -dairy,AGO,-0.1715051867067814 -dairy,ALB,0.10780100524425507 -dairy,ARE,-0.05395280942320824 -dairy,ARG,-0.17908449470996857 -dairy,ARM,0.0006774384528398514 +dairy,AFG,0.033931395038962364 +dairy,AGO,-0.16405492089688778 +dairy,ALB,0.11113298311829567 +dairy,ARE,-0.05070424545556307 +dairy,ARG,-0.1750551201403141 +dairy,ARM,0.002760024741292 dairy,ASM,-0.0 -dairy,ATG,-0.2529653310775757 -dairy,AUS,-0.03154987841844559 -dairy,AUT,0.07019750587642193 -dairy,AZE,-0.028826472349464893 -dairy,BDI,-0.23235119134187698 -dairy,BEL,0.08315861690789461 -dairy,BEN,-0.289348840713501 -dairy,BFA,-0.29859188199043274 -dairy,BGD,-0.08461874444037676 -dairy,BGR,0.10074347630143166 -dairy,BHS,-0.14818473160266876 -dairy,BIH,0.24740789085626602 -dairy,BLR,-0.008713938295841217 -dairy,BLZ,-0.23693380504846573 -dairy,BOL,-0.2153988927602768 -dairy,BRA,-0.1791379749774933 -dairy,BRB,-0.3912408947944641 -dairy,BRN,0.007051797583699226 -dairy,BTN,-0.17378254141658545 -dairy,BWA,-0.14496407844126225 -dairy,CAF,-0.186598539352417 -dairy,CAN,-0.47215335071086884 -dairy,CHE,0.004667982924729586 -dairy,CHL,-0.17685041949152946 -dairy,CHN,0.20091811567544937 -dairy,CIV,-0.291747510433197 -dairy,CMR,-0.30095502734184265 -dairy,COD,-0.17557429522275925 -dairy,COG,-0.18043356388807297 -dairy,COL,-0.20359208807349205 -dairy,COM,-0.14707019180059433 -dairy,CPV,-0.2515030801296234 -dairy,CRI,-0.02555086463689804 -dairy,CUB,-0.2342931404709816 -dairy,CYP,0.0963689498603344 -dairy,CZE,0.01916959835216403 -dairy,DEU,0.03566148038953543 +dairy,ATG,-0.24885255843400955 +dairy,AUS,-0.031466469168663025 +dairy,AUT,0.06870612502098083 +dairy,AZE,-0.026578511111438274 +dairy,BDI,-0.22490092366933823 +dairy,BEL,0.08324201684445143 +dairy,BEN,-0.2829783409833908 +dairy,BFA,-0.2910581976175308 +dairy,BGD,-0.08137018047273159 +dairy,BGR,0.10227299109101295 +dairy,BHS,-0.1441553570330143 +dairy,BIH,0.2488774210214615 +dairy,BLR,-0.009459205903112888 +dairy,BLZ,-0.23290442675352097 +dairy,BOL,-0.2072169929742813 +dairy,BRA,-0.17905455827713013 +dairy,BRB,-0.38041195273399353 +dairy,BRN,0.0070517961867153645 +dairy,BTN,-0.17062114924192429 +dairy,BWA,-0.14077522233128548 +dairy,CAF,-0.20598064363002777 +dairy,CAN,-0.4656519889831543 +dairy,CHE,0.004751382861286402 +dairy,CHL,-0.172821044921875 +dairy,CHN,0.20425008982419968 +dairy,CIV,-0.2884155213832855 +dairy,CMR,-0.29342132806777954 +dairy,COD,-0.16812402941286564 +dairy,COG,-0.1729832999408245 +dairy,COL,-0.1995627097785473 +dairy,COM,-0.13830026239156723 +dairy,CPV,-0.2439693883061409 +dairy,CRI,-0.02555086836218834 +dairy,CUB,-0.23057878762483597 +dairy,CYP,0.09645235165953636 +dairy,CZE,0.02084882976487279 +dairy,DEU,0.03715711273252964 dairy,DJI,-0.026291178539395332 -dairy,DNK,0.07814142853021622 +dairy,DNK,0.07939525321125984 dairy,DOM,-0.03429511934518814 -dairy,DZA,-0.029669880867004395 -dairy,ECU,-0.2403941974043846 -dairy,EGY,-0.06543448567390442 -dairy,ERI,-0.19237972423434258 -dairy,ESP,-0.027765290811657906 -dairy,EST,0.09640470892190933 -dairy,ETH,-0.18265673145651817 -dairy,FIN,0.16740435361862183 -dairy,FJI,-0.014317832887172699 -dairy,FRA,-0.03766703978180885 -dairy,GAB,-0.1138447888661176 -dairy,GBR,0.04208404757082462 -dairy,GEO,-0.02791457809507847 -dairy,GHA,-0.2955918461084366 -dairy,GIN,-0.2561938390135765 -dairy,GMB,-0.2687281221151352 -dairy,GNB,-0.29794275760650635 +dairy,DZA,-0.029586471617221832 +dairy,ECU,-0.23636481910943985 +dairy,EGY,-0.05772580485790968 +dairy,ERI,-0.18868225440382957 +dairy,ESP,-0.027681881561875343 +dairy,EST,0.09767184779047966 +dairy,ETH,-0.1819811463356018 +dairy,FIN,0.16870122402906418 +dairy,FJI,-0.014234422706067562 +dairy,FRA,-0.03758363053202629 +dairy,GAB,-0.1063945225905627 +dairy,GBR,0.040914082899689674 +dairy,GEO,-0.02568751946091652 +dairy,GHA,-0.28805816173553467 +dairy,GIN,-0.24874357134103775 +dairy,GMB,-0.2611944302916527 +dairy,GNB,-0.29040907323360443 dairy,GNQ,-0.0 -dairy,GRC,-0.004284021910279989 -dairy,GRD,-0.2823149710893631 -dairy,GTM,-0.19203030690550804 +dairy,GRC,-0.004900890868157148 +dairy,GRD,-0.27820219099521637 +dairy,GTM,-0.1887081116437912 dairy,GUF,-0.0 -dairy,GUY,-0.19317006319761276 -dairy,HND,-0.1900368146598339 -dairy,HRV,0.0007727600750513375 +dairy,GUY,-0.19296878576278687 +dairy,HND,-0.18741660937666893 +dairy,HRV,0.00010455572919454426 dairy,HTI,-0.03524274006485939 -dairy,HUN,0.03521483577787876 -dairy,IDN,-0.08875797688961029 -dairy,IND,-0.031965188682079315 -dairy,IRL,-0.028331758454442024 -dairy,IRN,0.037808953784406185 -dairy,IRQ,-0.19196759909391403 -dairy,ISL,0.07578125223517418 -dairy,ISR,0.05097326636314392 -dairy,ITA,0.10196594893932343 -dairy,JAM,-0.05213304981589317 -dairy,JOR,0.1559367999434471 -dairy,JPN,0.16209864616394043 -dairy,KAZ,0.07752114906907082 -dairy,KEN,-0.1656705066561699 -dairy,KGZ,0.21169740706682205 -dairy,KHM,-0.11990982294082642 -dairy,KOR,0.2549639940261841 -dairy,LAO,-0.08319318294525146 -dairy,LBN,0.14257222041487694 -dairy,LBR,-0.13501412328332663 -dairy,LBY,-0.06600891426205635 -dairy,LKA,-0.02271014265716076 -dairy,LSO,-0.2065422236919403 -dairy,LTU,0.10884477943181992 -dairy,LUX,0.013593077659606934 -dairy,LVA,0.08565299585461617 -dairy,MAR,-0.193838432431221 -dairy,MDA,0.008948527509346604 -dairy,MDG,-0.14983351901173592 -dairy,MEX,-0.20697276294231415 -dairy,MKD,-0.0016818473814055324 -dairy,MLI,-0.2437509521842003 -dairy,MLT,-0.006490030791610479 -dairy,MMR,-0.1032864861190319 -dairy,MNE,0.36835236847400665 -dairy,MNG,-0.03881599381566048 -dairy,MOZ,-0.17529106512665749 -dairy,MRT,-0.19368132576346397 -dairy,MUS,-0.11168188974261284 -dairy,MWI,-0.18095937371253967 -dairy,MYS,-0.11765144765377045 -dairy,NAM,-0.20788099244236946 -dairy,NER,-0.30296313762664795 -dairy,NGA,-0.16363637894392014 -dairy,NIC,-0.2992015779018402 -dairy,NLD,-0.03613703604787588 -dairy,NOR,-0.012607517885044217 -dairy,NPL,-0.07742296438664198 -dairy,NZL,-0.021347330883145332 -dairy,OMN,-0.18467386811971664 -dairy,PAK,0.02905172109603882 -dairy,PAN,-0.1722712591290474 -dairy,PER,-0.23585116863250732 -dairy,PHL,0.04506216011941433 -dairy,PNG,-0.04051353316754103 -dairy,POL,0.07106658816337585 -dairy,PRI,-0.20372799038887024 -dairy,PRT,0.010089809074997902 -dairy,PRY,-0.17857543379068375 -dairy,PSE,0.07254586555063725 -dairy,ROU,0.12074671313166618 -dairy,RUS,0.24163077026605606 -dairy,RWA,-0.15498405322432518 -dairy,SAU,0.2341802641749382 -dairy,SDN,-0.09636913449503481 -dairy,SEN,-0.2891232818365097 -dairy,SLB,-0.04863870516419411 -dairy,SLE,-0.14520919602364302 -dairy,SLV,-0.2553021311759949 -dairy,SOM,-0.19271627068519592 -dairy,SRB,0.06591077707707882 -dairy,SSD,-0.13054417166858912 -dairy,STP,-0.21903230994939804 -dairy,SUR,-0.26169075071811676 -dairy,SVK,0.0309758223593235 -dairy,SVN,0.03973143361508846 -dairy,SWE,0.11403364315629005 -dairy,SWZ,-0.27653397619724274 -dairy,SYR,-0.02559062372893095 -dairy,TCD,-0.18157796934247017 -dairy,TGO,-0.21770374476909637 -dairy,THA,0.05156869441270828 -dairy,TJK,0.2161548212170601 -dairy,TKM,0.12632294744253159 -dairy,TLS,-0.16846098750829697 -dairy,TTO,-0.16714467108249664 -dairy,TUN,-0.06279998831450939 -dairy,TUR,0.032598487101495266 -dairy,TWN,0.2237798199057579 -dairy,TZA,-0.2195655256509781 -dairy,UGA,-0.29060928523540497 -dairy,UKR,0.0670760627835989 -dairy,URY,-0.24599865078926086 -dairy,USA,-0.29378271102905273 -dairy,UZB,0.18701299279928207 -dairy,VEN,-0.28320853412151337 -dairy,VNM,-0.031932979822158813 -dairy,VUT,-0.04822530783712864 -dairy,YEM,-0.1064329594373703 -dairy,ZAF,-0.22494127601385117 -dairy,ZMB,-0.17972977086901665 -dairy,ZWE,-0.5803733617067337 +dairy,HUN,0.03685643710196018 +dairy,IDN,-0.08783164620399475 +dairy,IND,-0.025620700791478157 +dairy,IRL,-0.028248358517885208 +dairy,IRN,0.037892360240221024 +dairy,IRQ,-0.18863561749458313 +dairy,ISL,0.07902980968356133 +dairy,ISR,0.05421634497679406 +dairy,ITA,0.10061955079436302 +dairy,JAM,-0.05213305354118347 +dairy,JOR,0.15926877409219742 +dairy,JPN,0.16534720361232758 +dairy,KAZ,0.07956523448228836 +dairy,KEN,-0.15822024084627628 +dairy,KGZ,0.21043992042541504 +dairy,KHM,-0.11898348480463028 +dairy,KOR,0.25504738837480545 +dairy,LAO,-0.07994461618363857 +dairy,LBN,0.17477045208215714 +dairy,LBR,-0.12797504663467407 +dairy,LBY,-0.06276035122573376 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dairy-buffalo,BLR,-0.0 @@ -198,14 +198,14 @@ dairy-buffalo,BLZ,-0.0 dairy-buffalo,BOL,-0.0 dairy-buffalo,BRA,-0.0 dairy-buffalo,BRB,-0.0 -dairy-buffalo,BRN,-0.1515367366373539 +dairy-buffalo,BRN,-0.1572466343641281 dairy-buffalo,BTN,-0.0 dairy-buffalo,BWA,-0.0 dairy-buffalo,CAF,-0.0 dairy-buffalo,CAN,-0.0 dairy-buffalo,CHE,-0.0 dairy-buffalo,CHL,-0.0 -dairy-buffalo,CHN,-0.22160352021455765 +dairy-buffalo,CHN,-0.23226165771484375 dairy-buffalo,CIV,-0.0 dairy-buffalo,CMR,-0.0 dairy-buffalo,COD,-0.0 @@ -223,7 +223,7 @@ dairy-buffalo,DNK,-0.0 dairy-buffalo,DOM,-0.0 dairy-buffalo,DZA,-0.0 dairy-buffalo,ECU,-0.0 -dairy-buffalo,EGY,-0.06096592056564987 +dairy-buffalo,EGY,-0.0696343258023262 dairy-buffalo,ERI,-0.0 dairy-buffalo,ESP,-0.0 dairy-buffalo,EST,-0.0 @@ -239,7 +239,7 @@ dairy-buffalo,GIN,-0.0 dairy-buffalo,GMB,-0.0 dairy-buffalo,GNB,-0.0 dairy-buffalo,GNQ,-0.0 -dairy-buffalo,GRC,-0.11626055091619492 +dairy-buffalo,GRC,-0.12665658071637154 dairy-buffalo,GRD,-0.0 dairy-buffalo,GTM,-0.0 dairy-buffalo,GUF,-0.0 @@ -248,14 +248,14 @@ dairy-buffalo,HND,-0.0 dairy-buffalo,HRV,-0.0 dairy-buffalo,HTI,-0.0 dairy-buffalo,HUN,-0.0 -dairy-buffalo,IDN,-0.20950321853160858 -dairy-buffalo,IND,-0.09237702190876007 +dairy-buffalo,IDN,-0.21579187363386154 +dairy-buffalo,IND,-0.10127855092287064 dairy-buffalo,IRL,-0.0 -dairy-buffalo,IRN,0.04075390473008156 -dairy-buffalo,IRQ,-0.21532338857650757 +dairy-buffalo,IRN,0.011082479730248451 +dairy-buffalo,IRQ,-0.22458775341510773 dairy-buffalo,ISL,-0.0 dairy-buffalo,ISR,-0.0 -dairy-buffalo,ITA,0.02848787885159254 +dairy-buffalo,ITA,0.004318671301007271 dairy-buffalo,JAM,-0.0 dairy-buffalo,JOR,-0.0 dairy-buffalo,JPN,-0.0 @@ -268,7 +268,7 @@ dairy-buffalo,LAO,-0.0 dairy-buffalo,LBN,-0.0 dairy-buffalo,LBR,-0.0 dairy-buffalo,LBY,-0.0 -dairy-buffalo,LKA,-0.20633675903081894 +dairy-buffalo,LKA,-0.21466456353664398 dairy-buffalo,LSO,-0.0 dairy-buffalo,LTU,-0.0 dairy-buffalo,LUX,-0.0 @@ -280,24 +280,24 @@ dairy-buffalo,MEX,-0.0 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+meat-sheep,COL,-0.12817108817398548 +meat-sheep,COM,-0.14287352748215199 +meat-sheep,CPV,-0.1952352076768875 meat-sheep,CRI,-0.0 meat-sheep,CUB,-0.027486808598041534 -meat-sheep,CYP,-0.1513865888118744 -meat-sheep,CZE,-0.0718163438141346 -meat-sheep,DEU,-0.07309563085436821 +meat-sheep,CYP,-0.14813802391290665 +meat-sheep,CZE,-0.07173292711377144 +meat-sheep,DEU,-0.06976364925503731 meat-sheep,DJI,-0.022527582943439484 -meat-sheep,DNK,-0.03782869875431061 -meat-sheep,DOM,-0.11814681813120842 -meat-sheep,DZA,-0.10911711771041155 -meat-sheep,ECU,-0.13366320729255676 -meat-sheep,EGY,-0.12504033371806145 -meat-sheep,ERI,-0.1628871187567711 -meat-sheep,ESP,-0.06318917125463486 -meat-sheep,EST,-0.08107800781726837 -meat-sheep,ETH,-0.17796458676457405 -meat-sheep,FIN,-0.06311825290322304 -meat-sheep,FJI,-0.12198971211910248 -meat-sheep,FRA,-0.020498978905379772 -meat-sheep,GAB,-0.10912851244211197 -meat-sheep,GBR,-0.05912601947784424 -meat-sheep,GEO,-0.21445992588996887 -meat-sheep,GHA,-0.22283607721328735 -meat-sheep,GIN,-0.1973821446299553 -meat-sheep,GMB,-0.24420913308858871 -meat-sheep,GNB,-0.20841091871261597 -meat-sheep,GNQ,-0.15539393573999405 -meat-sheep,GRC,-0.13173314556479454 +meat-sheep,DNK,-0.03449671529233456 +meat-sheep,DOM,-0.11806340888142586 +meat-sheep,DZA,-0.10686613339930773 +meat-sheep,ECU,-0.1335797905921936 +meat-sheep,EGY,-0.11733164079487324 +meat-sheep,ERI,-0.1591896489262581 +meat-sheep,ESP,-0.06310574989765882 +meat-sheep,EST,-0.07774602621793747 +meat-sheep,ETH,-0.17728899791836739 +meat-sheep,FIN,-0.059786271303892136 +meat-sheep,FJI,-0.12198970839381218 +meat-sheep,FRA,-0.02041555941104889 +meat-sheep,GAB,-0.10447894781827927 +meat-sheep,GBR,-0.06134391017258167 +meat-sheep,GEO,-0.21112794429063797 +meat-sheep,GHA,-0.21530239284038544 +meat-sheep,GIN,-0.18993187695741653 +meat-sheep,GMB,-0.2366754487156868 +meat-sheep,GNB,-0.20087723433971405 +meat-sheep,GNQ,-0.14786025136709213 +meat-sheep,GRC,-0.13079271093010902 meat-sheep,GRD,-0.008738094009459019 -meat-sheep,GTM,-0.06541013717651367 +meat-sheep,GTM,-0.06532672420144081 meat-sheep,GUF,-0.0 -meat-sheep,GUY,-0.14457916468381882 +meat-sheep,GUY,-0.14449575543403625 meat-sheep,HND,-0.014772018417716026 -meat-sheep,HRV,-0.052541762590408325 +meat-sheep,HRV,-0.051979970186948776 meat-sheep,HTI,-0.015342594124376774 -meat-sheep,HUN,-0.08794331178069115 -meat-sheep,IDN,-0.1948796957731247 -meat-sheep,IND,-0.1687227189540863 -meat-sheep,IRL,-0.03241395764052868 -meat-sheep,IRN,-0.13798274472355843 -meat-sheep,IRQ,-0.2228432595729828 -meat-sheep,ISL,-0.08459439501166344 -meat-sheep,ISR,-0.2351250797510147 -meat-sheep,ITA,-0.10728150326758623 -meat-sheep,JAM,-0.23432236164808273 -meat-sheep,JOR,-0.28254733979701996 -meat-sheep,JPN,-0.2572803348302841 -meat-sheep,KAZ,-0.27230702340602875 -meat-sheep,KEN,-0.14518586732447147 -meat-sheep,KGZ,-0.1032294828328304 +meat-sheep,HUN,-0.08726676180958748 +meat-sheep,IDN,-0.19395335763692856 +meat-sheep,IND,-0.1573041882365942 +meat-sheep,IRL,-0.03233054094016552 +meat-sheep,IRN,-0.13473417982459068 +meat-sheep,IRQ,-0.21951127797365189 +meat-sheep,ISL,-0.08126241341233253 +meat-sheep,ISR,-0.2317930981516838 +meat-sheep,ITA,-0.10403293836861849 +meat-sheep,JAM,-0.2302095666527748 +meat-sheep,JOR,-0.27921535074710846 +meat-sheep,JPN,-0.2539483457803726 +meat-sheep,KAZ,-0.2690584659576416 +meat-sheep,KEN,-0.1393700111657381 +meat-sheep,KGZ,-0.09998091793386266 meat-sheep,KHM,-0.0 -meat-sheep,KOR,-0.12388839945197105 -meat-sheep,LAO,-0.19305160641670227 -meat-sheep,LBN,-0.24716118723154068 -meat-sheep,LBR,-0.11529272049665451 -meat-sheep,LBY,-0.10702835489064455 -meat-sheep,LKA,-0.19281400740146637 -meat-sheep,LSO,-0.21365396678447723 -meat-sheep,LTU,-0.0801505446434021 -meat-sheep,LUX,-0.035981626249849796 -meat-sheep,LVA,-0.10262198746204376 -meat-sheep,MAR,-0.20976722985506058 -meat-sheep,MDA,-0.18141048401594162 -meat-sheep,MDG,-0.12306394428014755 +meat-sheep,KOR,-0.1238049827516079 +meat-sheep,LAO,-0.18980304151773453 +meat-sheep,LBN,-0.12888954766094685 +meat-sheep,LBR,-0.10825363546609879 +meat-sheep,LBY,-0.10377978999167681 +meat-sheep,LKA,-0.18956544250249863 +meat-sheep,LSO,-0.21357055008411407 +meat-sheep,LTU,-0.08006712794303894 +meat-sheep,LUX,-0.03589820954948664 +meat-sheep,LVA,-0.09929000586271286 +meat-sheep,MAR,-0.20643524825572968 +meat-sheep,MDA,-0.17816191166639328 +meat-sheep,MDG,-0.1229805275797844 meat-sheep,MEX,-0.0 -meat-sheep,MKD,-0.14249993488192558 -meat-sheep,MLI,-0.21812491863965988 -meat-sheep,MLT,-0.16999559104442596 -meat-sheep,MMR,-0.14704431220889091 -meat-sheep,MNE,-0.14209451526403427 +meat-sheep,MKD,-0.13871082663536072 +meat-sheep,MLI,-0.21067464351654053 +meat-sheep,MLT,-0.1592731922864914 +meat-sheep,MMR,-0.14379573985934258 +meat-sheep,MNE,-0.13876253366470337 meat-sheep,MNG,-0.023062026128172874 -meat-sheep,MOZ,-0.18918679654598236 -meat-sheep,MRT,-0.15085186064243317 -meat-sheep,MUS,-0.14005312137305737 -meat-sheep,MWI,-0.1358744166791439 -meat-sheep,MYS,-0.1964990422129631 -meat-sheep,NAM,-0.18229736760258675 -meat-sheep,NER,-0.22037319093942642 -meat-sheep,NGA,-0.1136835366487503 +meat-sheep,MOZ,-0.1891033798456192 +meat-sheep,MRT,-0.1434015855193138 +meat-sheep,MUS,-0.1332209687680006 +meat-sheep,MWI,-0.13579099997878075 +meat-sheep,MYS,-0.19557269662618637 +meat-sheep,NAM,-0.17748280242085457 +meat-sheep,NER,-0.2128395065665245 +meat-sheep,NGA,-0.10623326897621155 meat-sheep,NIC,-0.0 -meat-sheep,NLD,-0.12354607880115509 -meat-sheep,NOR,-0.11673630401492119 -meat-sheep,NPL,-0.1527560707181692 -meat-sheep,NZL,-0.07884768396615982 -meat-sheep,OMN,-0.2755056470632553 -meat-sheep,PAK,-0.15909936092793941 +meat-sheep,NLD,-0.12021409347653389 +meat-sheep,NOR,-0.11340432241559029 +meat-sheep,NPL,-0.14561975561082363 +meat-sheep,NZL,-0.07876426726579666 +meat-sheep,OMN,-0.2721736654639244 +meat-sheep,PAK,-0.15585078857839108 meat-sheep,PAN,-0.0 -meat-sheep,PER,-0.1890716776251793 -meat-sheep,PHL,-0.18056230247020721 -meat-sheep,PNG,-0.040960002690553665 -meat-sheep,POL,-0.096871517598629 +meat-sheep,PER,-0.18495888262987137 +meat-sheep,PHL,-0.17963597178459167 +meat-sheep,PNG,-0.04095999896526337 +meat-sheep,POL,-0.09362295269966125 meat-sheep,PRI,-0.010542795062065125 -meat-sheep,PRT,-0.01321085263043642 -meat-sheep,PRY,-0.08400411810725927 -meat-sheep,PSE,-0.2222568690776825 -meat-sheep,ROU,-0.16638102382421494 -meat-sheep,RUS,-0.1470021829009056 -meat-sheep,RWA,-0.13412318751215935 -meat-sheep,SAU,-0.2363731861114502 -meat-sheep,SDN,-0.13882475718855858 -meat-sheep,SEN,-0.23224730044603348 +meat-sheep,PRT,-0.013127435930073261 +meat-sheep,PRY,-0.08392070140689611 +meat-sheep,PSE,-0.218924880027771 +meat-sheep,ROU,-0.16124317795038223 +meat-sheep,RUS,-0.1436702013015747 +meat-sheep,RWA,-0.1296871118247509 +meat-sheep,SAU,-0.12022252473980188 +meat-sheep,SDN,-0.13814916647970676 +meat-sheep,SEN,-0.224920853972435 meat-sheep,SLB,-0.0 -meat-sheep,SLE,-0.1177222728729248 -meat-sheep,SLV,-0.16846820712089539 -meat-sheep,SOM,-0.16557646542787552 -meat-sheep,SRB,-0.027668321155942976 -meat-sheep,SSD,-0.1267013382166624 -meat-sheep,STP,-0.15807212889194489 -meat-sheep,SUR,-0.18435800075531006 -meat-sheep,SVK,-0.14087767899036407 -meat-sheep,SVN,-0.07090217247605324 -meat-sheep,SWE,-0.0640067532658577 -meat-sheep,SWZ,-0.24143613874912262 -meat-sheep,SYR,-0.2451178878545761 -meat-sheep,TCD,-0.14067421853542328 -meat-sheep,TGO,-0.15948807820677757 -meat-sheep,THA,-0.16117023304104805 -meat-sheep,TJK,-0.12537630088627338 -meat-sheep,TKM,-0.15814847126603127 -meat-sheep,TLS,-0.17695389688014984 +meat-sheep,SLE,-0.11027199774980545 +meat-sheep,SLV,-0.16435541212558746 +meat-sheep,SOM,-0.16490088403224945 +meat-sheep,SRB,-0.027584904455579817 +meat-sheep,SSD,-0.12602575682103634 +meat-sheep,STP,-0.15053844451904297 +meat-sheep,SUR,-0.17118417471647263 +meat-sheep,SVK,-0.13706696778535843 +meat-sheep,SVN,-0.06757019087672234 +meat-sheep,SWE,-0.060674769803881645 +meat-sheep,SWZ,-0.24135272204875946 +meat-sheep,SYR,-0.2417859062552452 +meat-sheep,TCD,-0.1399986371397972 +meat-sheep,TGO,-0.15203781053423882 +meat-sheep,THA,-0.16074130311608315 +meat-sheep,TJK,-0.12212773598730564 +meat-sheep,TKM,-0.15489989891648293 +meat-sheep,TLS,-0.17659834772348404 meat-sheep,TTO,0.005382265895605087 -meat-sheep,TUN,-0.20513779670000076 -meat-sheep,TUR,-0.11104271560907364 +meat-sheep,TUN,-0.20180581510066986 +meat-sheep,TUR,-0.1077941507101059 meat-sheep,TWN,-0.0 -meat-sheep,TZA,-0.1982869729399681 -meat-sheep,UGA,-0.258425772190094 -meat-sheep,UKR,-0.14455045759677887 -meat-sheep,URY,-0.13825680315494537 -meat-sheep,USA,-0.034966714680194855 -meat-sheep,UZB,-0.12532063387334347 -meat-sheep,VEN,-0.1894868090748787 -meat-sheep,VNM,-0.1354546993970871 -meat-sheep,VUT,-0.12513652443885803 -meat-sheep,YEM,-0.1283903829753399 -meat-sheep,ZAF,-0.1704377755522728 -meat-sheep,ZMB,-0.14318739250302315 -meat-sheep,ZWE,-0.571391373872757 +meat-sheep,TZA,-0.19108379632234573 +meat-sheep,UGA,-0.2508920878171921 +meat-sheep,UKR,-0.14121848344802856 +meat-sheep,URY,-0.1342274248600006 +meat-sheep,USA,-0.034883301705121994 +meat-sheep,UZB,-0.12207206152379513 +meat-sheep,VEN,-0.18891316652297974 +meat-sheep,VNM,-0.13452836871147156 +meat-sheep,VUT,-0.12505310773849487 +meat-sheep,YEM,-0.12771480157971382 +meat-sheep,ZAF,-0.17035435885190964 +meat-sheep,ZMB,-0.14310397580266 +meat-sheep,ZWE,-0.5591972917318344 diff --git a/data/curated/calibration/default/crop_cost.csv b/data/curated/calibration/default/crop_cost.csv index 0764eb54..1cbdaa30 100644 --- a/data/curated/calibration/default/crop_cost.csv +++ b/data/curated/calibration/default/crop_cost.csv @@ -1,87 +1,87 @@ crop,country,correction_bnusd_per_mha -alfalfa,AFG,-0.4258258491754532 +alfalfa,AFG,-0.4153979420661926 alfalfa,AGO,-0.9439449906349182 alfalfa,ALB,-0.19879434816539288 alfalfa,ARE,-0.6755253076553345 -alfalfa,ARG,-0.5323620736598969 +alfalfa,ARG,-0.5426533818244934 alfalfa,ARM,-0.000549434102140367 alfalfa,ATG,-7.5 -alfalfa,AUS,0.871025800704956 +alfalfa,AUS,0.8710256814956665 alfalfa,AUT,-0.6891505420207977 -alfalfa,AZE,1.2508390545845032 +alfalfa,AZE,1.2048180103302002 alfalfa,BDI,-0.5490851700305939 alfalfa,BEL,-0.20986243337392807 -alfalfa,BEN,1.263472318649292 +alfalfa,BEN,1.2056629061698914 alfalfa,BFA,-7.5 alfalfa,BGD,-0.8596000373363495 -alfalfa,BGR,0.23349159210920334 -alfalfa,BHS,-0.6657916605472565 -alfalfa,BIH,0.43763408064842224 -alfalfa,BLR,-0.19639672338962555 +alfalfa,BGR,0.23748161643743515 +alfalfa,BHS,-4.100198835134506 +alfalfa,BIH,0.43111535906791687 +alfalfa,BLR,-0.19996978342533112 alfalfa,BLZ,-0.029083551838994026 alfalfa,BOL,-0.22297222912311554 alfalfa,BRA,-0.43258796632289886 -alfalfa,BRB,3.807503581047058 +alfalfa,BRB,3.6742308139801025 alfalfa,BRN,-0.8346821069717407 -alfalfa,BTN,0.392868310213089 +alfalfa,BTN,0.39326345920562744 alfalfa,BWA,-7.5 -alfalfa,CAF,-0.974648654460907 -alfalfa,CAN,-0.04307100735604763 -alfalfa,CHE,0.45106977224349976 +alfalfa,CAF,-0.6585278213024139 +alfalfa,CAN,-0.06190410815179348 +alfalfa,CHE,0.437752902507782 alfalfa,CHL,-0.6260356903076172 -alfalfa,CHN,0.6336996257305145 +alfalfa,CHN,0.6336997449398041 alfalfa,CIV,7.5 -alfalfa,CMR,2.3113012313842773 +alfalfa,CMR,2.338245987892151 alfalfa,COD,-0.904526561498642 alfalfa,COG,-0.9112309217453003 alfalfa,COL,-0.9032638072967529 alfalfa,COM,-0.863983690738678 -alfalfa,CPV,-3.8886219263076782 +alfalfa,CPV,-3.8965314775705338 alfalfa,CRI,-0.8749768435955048 alfalfa,CUB,-0.28110775351524353 alfalfa,CYP,-0.32458072900772095 alfalfa,CZE,-0.4530545473098755 -alfalfa,DEU,-0.19063856452703476 -alfalfa,DJI,2.237818956375122 +alfalfa,DEU,-0.17584533244371414 +alfalfa,DJI,2.1572105884552 alfalfa,DNK,7.370487689971924 alfalfa,DOM,-0.8690981864929199 alfalfa,DZA,-0.08560169488191605 -alfalfa,ECU,-0.08738121017813683 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+alfalfa,HRV,-3.5608889758586884 alfalfa,HTI,-0.8191313445568085 -alfalfa,HUN,-0.5625778287649155 +alfalfa,HUN,-0.5665341168642044 alfalfa,IDN,-0.15115800499916077 -alfalfa,IND,-0.6358039379119873 +alfalfa,IND,-0.7167357206344604 alfalfa,IRL,-0.5510099232196808 alfalfa,IRN,-1.2105963230133057 alfalfa,IRQ,2.765779972076416 alfalfa,ISL,-0.7953901886940002 -alfalfa,ISR,2.2611982822418213 +alfalfa,ISR,2.1912808418273926 alfalfa,ITA,-0.45480209589004517 alfalfa,JAM,2.9409842491149902 -alfalfa,JOR,5.5240089893341064 +alfalfa,JOR,5.357802152633667 alfalfa,JPN,0.017270792406634428 alfalfa,KAZ,-0.5172078013420105 alfalfa,KEN,-0.5022623538970947 @@ -89,23 +89,23 @@ alfalfa,KGZ,-0.8296313583850861 alfalfa,KHM,-0.837518185377121 alfalfa,KOR,-0.8412145376205444 alfalfa,LAO,-0.2115088403224945 -alfalfa,LBN,0.18820440769195557 +alfalfa,LBN,-0.539147287607193 alfalfa,LBR,-0.9287798702716827 alfalfa,LBY,-0.824711263179779 -alfalfa,LKA,-0.7325403690338135 +alfalfa,LKA,-0.7325403988361359 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-barley,ROU,0.0012890130747109652 -barley,RUS,0.12707288563251495 +barley,PSE,-0.07050714502111077 +barley,ROU,-0.00866491999477148 +barley,RUS,0.11280510574579239 barley,RWA,7.5 -barley,SAU,0.5881537199020386 -barley,SDN,-0.4694046676158905 -barley,SRB,0.26040060818195343 -barley,SVK,0.13437962625175714 -barley,SVN,0.4135463982820511 -barley,SWE,-0.3497975468635559 -barley,SWZ,3.997451737523079 -barley,SYR,-0.10144326835870743 -barley,THA,-0.20863356441259384 -barley,TJK,-0.07205073907971382 -barley,TKM,-0.2408311665058136 -barley,TUN,-0.04260193556547165 -barley,TUR,0.17917824536561966 -barley,TZA,-0.3824252188205719 +barley,SAU,0.5632926821708679 +barley,SDN,-0.4728662371635437 +barley,SRB,0.26211634278297424 +barley,SVK,0.10715471091680229 +barley,SVN,0.38420362770557404 +barley,SWE,-0.3605179190635681 +barley,SWZ,3.9723653495311737 +barley,SYR,-0.10357993096113205 +barley,THA,-0.22681307047605515 +barley,TJK,-0.07733909040689468 +barley,TKM,-0.2293495386838913 +barley,TUN,-0.03901160880923271 +barley,TUR,0.16214272379875183 +barley,TZA,-0.3933936506509781 barley,UGA,7.5 -barley,UKR,-0.02872311882674694 -barley,URY,0.17410975694656372 -barley,USA,-0.0 -barley,UZB,-0.03808875009417534 +barley,UKR,-0.04077325761318207 +barley,URY,0.1487906277179718 +barley,USA,-0.0029621331486850977 +barley,UZB,-0.0461531113833189 barley,VEN,-0.0 -barley,VNM,-0.2527622729539871 -barley,YEM,-0.06738097593188286 -barley,ZAF,-0.1917944848537445 -barley,ZMB,0.9626542627811432 -barley,ZWE,3.865201711654663 +barley,VNM,-0.2461107075214386 +barley,YEM,-0.0685005784034729 +barley,ZAF,-0.2000170648097992 +barley,ZMB,0.8872215449810028 +barley,ZWE,3.8263405561447144 biomass-sorghum,AFG,-0.0 biomass-sorghum,AGO,-0.0 biomass-sorghum,ALB,-0.0 @@ -657,149 +657,149 @@ biomass-sorghum,ZMB,-0.0 biomass-sorghum,ZWE,-0.0 buckwheat,AFG,7.5 buckwheat,AGO,-0.0 -buckwheat,ALB,0.3531455248594284 +buckwheat,ALB,0.37069621682167053 buckwheat,ARE,-0.0 -buckwheat,ARG,0.8103500604629517 -buckwheat,ARM,0.8336861431598663 -buckwheat,AUS,2.2693450450897217 -buckwheat,AUT,4.802894592285156 -buckwheat,AZE,1.5058969855308533 +buckwheat,ARG,0.8816758394241333 +buckwheat,ARM,0.8597122132778168 +buckwheat,AUS,2.3292648792266846 +buckwheat,AUT,4.912938594818115 +buckwheat,AZE,1.5479717254638672 buckwheat,BDI,-0.0 -buckwheat,BEL,6.455248117446899 +buckwheat,BEL,6.516256332397461 buckwheat,BEN,-7.5 -buckwheat,BFA,-3.7914559580385685 +buckwheat,BFA,-3.7872943840920925 buckwheat,BGD,-0.0 -buckwheat,BGR,4.898385167121887 -buckwheat,BIH,2.5094540119171143 -buckwheat,BLR,0.10878902673721313 +buckwheat,BGR,4.92736554145813 +buckwheat,BIH,2.5799508094787598 +buckwheat,BLR,0.1812034249305725 buckwheat,BLZ,-0.0 buckwheat,BOL,-0.0 buckwheat,BRA,-0.0 -buckwheat,BTN,-0.07778897136449814 +buckwheat,BTN,-0.060156501829624176 buckwheat,BWA,-3.75 buckwheat,CAF,-3.75 -buckwheat,CAN,2.4166970252990723 -buckwheat,CHE,1.8274410963058472 -buckwheat,CHL,3.675567388534546 -buckwheat,CHN,0.8555099070072174 +buckwheat,CAN,2.633297920227051 +buckwheat,CHE,1.7092517018318176 +buckwheat,CHL,3.9018876552581787 +buckwheat,CHN,0.884003221988678 buckwheat,CIV,-3.75 buckwheat,CMR,-0.0 buckwheat,COD,-0.0 buckwheat,COG,-7.5 buckwheat,COL,-7.5 -buckwheat,CYP,1.7832009196281433 -buckwheat,CZE,3.7775814533233643 -buckwheat,DEU,4.684261322021484 -buckwheat,DNK,5.557113885879517 -buckwheat,DZA,1.5015159845352173 +buckwheat,CYP,1.8285658955574036 +buckwheat,CZE,3.866246223449707 +buckwheat,DEU,4.849295616149902 +buckwheat,DNK,5.691251754760742 +buckwheat,DZA,1.5430505275726318 buckwheat,ECU,-0.0 -buckwheat,EGY,1.1565288305282593 -buckwheat,ERI,-0.08563587814569473 -buckwheat,ESP,1.3309663534164429 -buckwheat,EST,2.4738354682922363 +buckwheat,EGY,1.1905178427696228 +buckwheat,ERI,-0.08240629732608795 +buckwheat,ESP,1.4115960001945496 +buckwheat,EST,2.5382003784179688 buckwheat,ETH,-0.0 -buckwheat,FIN,2.118773400783539 -buckwheat,FRA,3.8901063203811646 +buckwheat,FIN,2.1731384992599487 +buckwheat,FRA,3.9812705516815186 buckwheat,GAB,-0.0 -buckwheat,GBR,2.9083526134490967 -buckwheat,GEO,1.2434611320495605 +buckwheat,GBR,2.9843955039978027 +buckwheat,GEO,1.2930569052696228 buckwheat,GHA,-0.0 buckwheat,GIN,-0.0 buckwheat,GMB,-7.5 buckwheat,GNB,-7.5 -buckwheat,GRC,0.3094543516635895 +buckwheat,GRC,0.326115146279335 buckwheat,GTM,-0.0 buckwheat,GUF,-0.0 buckwheat,GUY,-0.0 -buckwheat,HRV,3.2468076944351196 -buckwheat,HUN,3.799366593360901 +buckwheat,HRV,3.325822114944458 +buckwheat,HUN,3.8883568048477173 buckwheat,IND,7.5 -buckwheat,IRL,3.655517101287842 -buckwheat,IRN,1.8906316757202148 -buckwheat,IRQ,2.1463327407836914 -buckwheat,ISR,1.1808325313031673 -buckwheat,ITA,0.5033766627311707 +buckwheat,IRL,3.57243275642395 +buckwheat,IRN,1.9397481679916382 +buckwheat,IRQ,2.2027587890625 +buckwheat,ISR,1.2139652483165264 +buckwheat,ITA,0.5189717411994934 buckwheat,JOR,7.5 -buckwheat,JPN,-0.15395110100507736 -buckwheat,KAZ,0.7340152263641357 +buckwheat,JPN,-0.14434757828712463 +buckwheat,KAZ,0.7539623975753784 buckwheat,KEN,-7.5 -buckwheat,KGZ,4.594641387462616 +buckwheat,KGZ,4.628845930099487 buckwheat,KHM,-3.75 -buckwheat,KOR,1.1268184781074524 +buckwheat,KOR,1.1605843305587769 buckwheat,LAO,-0.0 -buckwheat,LBN,0.79257532954216 +buckwheat,LBN,0.8177749514579773 buckwheat,LBR,-0.0 buckwheat,LBY,7.5 -buckwheat,LSO,0.8919346332550049 -buckwheat,LTU,2.15871000289917 -buckwheat,LUX,3.41581928730011 -buckwheat,LVA,2.365419864654541 -buckwheat,MAR,0.214558407664299 +buckwheat,LSO,0.9198414087295532 +buckwheat,LTU,2.2114078998565674 +buckwheat,LUX,3.496232748031616 +buckwheat,LVA,2.425505042076111 +buckwheat,MAR,0.2290988266468048 buckwheat,MDA,7.5 buckwheat,MEX,-0.0 -buckwheat,MKD,1.6213115453720093 -buckwheat,MLI,-0.14657531306147575 +buckwheat,MKD,1.665226399898529 +buckwheat,MLI,-0.13956544175744057 buckwheat,MMR,-0.0 -buckwheat,MNE,2.096993625164032 -buckwheat,MNG,1.0094926357269287 +buckwheat,MNE,2.1504169702529907 +buckwheat,MNG,1.0487481355667114 buckwheat,MOZ,-0.0 buckwheat,MRT,-3.75 buckwheat,MWI,-0.0 buckwheat,MYS,-0.0 buckwheat,NAM,7.5 buckwheat,NER,-7.5 -buckwheat,NGA,-0.05212835222482681 -buckwheat,NLD,3.382333278656006 -buckwheat,NOR,2.0160019993782043 -buckwheat,NPL,0.3340676724910736 -buckwheat,NZL,4.127927184104919 +buckwheat,NGA,-0.04322105832397938 +buckwheat,NLD,3.463738441467285 +buckwheat,NOR,2.067287504673004 +buckwheat,NPL,0.35075613856315613 +buckwheat,NZL,4.224836826324463 buckwheat,OMN,-7.5 buckwheat,PER,-7.5 -buckwheat,POL,2.978522300720215 -buckwheat,PRT,0.8143398761749268 +buckwheat,POL,3.082529306411743 +buckwheat,PRT,0.8415319919586182 buckwheat,PRY,-0.0 -buckwheat,PSE,2.4666696786880493 -buckwheat,ROU,5.018837928771973 -buckwheat,RUS,1.0049397945404053 +buckwheat,PSE,2.5260696411132812 +buckwheat,ROU,5.050285220146179 +buckwheat,RUS,1.0508543252944946 buckwheat,RWA,-7.5 -buckwheat,SAU,2.7962043285369873 +buckwheat,SAU,2.8623162508010864 buckwheat,SDN,-7.5 buckwheat,SEN,-0.0 buckwheat,SLE,-7.5 buckwheat,SOM,-0.0 -buckwheat,SRB,3.203955292701721 +buckwheat,SRB,3.28203022480011 buckwheat,SSD,-3.75 buckwheat,SUR,-0.0 -buckwheat,SVK,2.561763882637024 -buckwheat,SVN,3.921425223350525 -buckwheat,SWE,3.189837336540222 +buckwheat,SVK,2.62505042552948 +buckwheat,SVN,4.062324285507202 +buckwheat,SWE,3.2664660215377808 buckwheat,SWZ,-0.0 -buckwheat,SYR,1.3479769229888916 +buckwheat,SYR,1.3857892751693726 buckwheat,TCD,-0.0 buckwheat,TGO,-7.5 buckwheat,THA,-0.0 -buckwheat,TJK,4.580414235591888 -buckwheat,TKM,1.4362313747406006 -buckwheat,TUN,1.4779607057571411 -buckwheat,TUR,1.9964224100112915 +buckwheat,TJK,4.602201521396637 +buckwheat,TKM,1.4750171899795532 +buckwheat,TUN,1.5255895853042603 +buckwheat,TUR,2.0477064847946167 buckwheat,TWN,-0.0 buckwheat,TZA,-0.0 buckwheat,UGA,-0.0 -buckwheat,UKR,2.174093008041382 -buckwheat,URY,1.3122448921203613 -buckwheat,USA,2.1681811809539795 -buckwheat,UZB,4.530628800392151 +buckwheat,UKR,2.237713098526001 +buckwheat,URY,1.4203672409057617 +buckwheat,USA,2.306161880493164 +buckwheat,UZB,4.537643373012543 buckwheat,VEN,-0.0 buckwheat,VNM,-0.0 buckwheat,YEM,-0.0 buckwheat,ZAF,-0.0 buckwheat,ZMB,-0.0 buckwheat,ZWE,-7.5 -cabbage,AFG,-5.480789422988892 +cabbage,AFG,-5.472382068634033 cabbage,AGO,-6.314002990722656 cabbage,ALB,-2.949956774711609 cabbage,ARE,-1.06040358543396 -cabbage,ARG,-3.2965887784957886 +cabbage,ARG,-3.317789077758789 cabbage,ARM,-1.1292817443609238 cabbage,ATG,-7.5 cabbage,AUS,-7.5 @@ -811,11 +811,11 @@ cabbage,BEN,-6.042522192001343 cabbage,BFA,-7.3302528858184814 cabbage,BGD,-0.09367483854293823 cabbage,BGR,-0.774480015039444 -cabbage,BHS,-6.310074329376221 +cabbage,BHS,-6.387253284454346 cabbage,BIH,-1.0588775873184204 -cabbage,BLR,3.5753283500671387 +cabbage,BLR,3.5783295035362244 cabbage,BLZ,-7.5 -cabbage,BOL,-2.3371474742889404 +cabbage,BOL,-2.3063875436782837 cabbage,BRA,-7.5 cabbage,BRB,-7.5 cabbage,BRN,-7.5 @@ -836,7 +836,7 @@ cabbage,CPV,-0.0 cabbage,CRI,-4.021441340446472 cabbage,CUB,-4.136488318443298 cabbage,CYP,-7.5 -cabbage,CZE,-1.9911472797393799 +cabbage,CZE,-2.1410447359085083 cabbage,DEU,-4.183167219161987 cabbage,DJI,-7.5 cabbage,DNK,-3.4505631923675537 @@ -876,10 +876,10 @@ cabbage,IRQ,-1.2555251717567444 cabbage,ISR,-2.698870897293091 cabbage,ITA,-5.49372124671936 cabbage,JAM,-7.266010522842407 -cabbage,JOR,-3.2547343969345093 +cabbage,JOR,-3.245746374130249 cabbage,JPN,-7.5 cabbage,KAZ,-0.0 -cabbage,KEN,-2.6285147666931152 +cabbage,KEN,-2.6287481784820557 cabbage,KGZ,-1.6554406881332397 cabbage,KHM,-7.3329918384552 cabbage,KOR,1.6346080303192139 @@ -901,7 +901,7 @@ cabbage,MLI,-4.9027791023254395 cabbage,MLT,5.074291706085205 cabbage,MMR,-6.111858367919922 cabbage,MNE,-5.088872194290161 -cabbage,MNG,-5.079702377319336 +cabbage,MNG,-5.073094844818115 cabbage,MOZ,-6.630587816238403 cabbage,MRT,-7.5 cabbage,MUS,-7.5 @@ -918,13 +918,13 @@ cabbage,NZL,-1.7888663411140442 cabbage,OMN,-6.156480312347412 cabbage,PAK,-0.0 cabbage,PAN,-7.5 -cabbage,PER,0.13745727762579918 +cabbage,PER,0.1371729038655758 cabbage,PHL,-3.7354501485824585 cabbage,PNG,-4.861384868621826 cabbage,POL,0.647078275680542 cabbage,PRI,-7.5 cabbage,PRT,-2.2067172527313232 -cabbage,PRY,-7.27803897857666 +cabbage,PRY,-7.282516002655029 cabbage,PSE,-7.5 cabbage,ROU,-3.274455189704895 cabbage,RUS,3.122207760810852 @@ -947,7 +947,7 @@ cabbage,SWZ,-7.5 cabbage,SYR,-5.101170539855957 cabbage,TCD,-7.5 cabbage,TGO,-3.8376781940460205 -cabbage,THA,-5.623887062072754 +cabbage,THA,-5.638758659362793 cabbage,TJK,-3.1752535104751587 cabbage,TKM,-6.617394924163818 cabbage,TLS,-6.20308518409729 @@ -965,10 +965,10 @@ cabbage,VEN,-4.2384772300720215 cabbage,VNM,-4.696241140365601 cabbage,VUT,-6.373488664627075 cabbage,YEM,-6.343207597732544 -cabbage,ZAF,-3.4013469219207764 +cabbage,ZAF,-3.4426252841949463 cabbage,ZMB,-7.1236572265625 cabbage,ZWE,-7.5 -carrot,AFG,-5.893848657608032 +carrot,AFG,-5.885441303253174 carrot,AGO,-6.877648830413818 carrot,ALB,-6.51526951789856 carrot,ARE,-1.3535702228546143 @@ -984,12 +984,12 @@ carrot,BEN,-5.891535758972168 carrot,BFA,-7.228783369064331 carrot,BGD,-5.4661736488342285 carrot,BGR,-0.5260279327630997 -carrot,BHS,-7.021357536315918 +carrot,BHS,-7.056619644165039 carrot,BIH,-2.403580665588379 -carrot,BLR,5.537835359573364 +carrot,BLR,5.540836572647095 carrot,BLZ,-5.50209641456604 -carrot,BOL,-1.3529741168022156 -carrot,BRA,-5.204769134521484 +carrot,BOL,-1.3319897055625916 +carrot,BRA,-5.252455234527588 carrot,BRB,-7.5 carrot,BRN,-7.5 carrot,BTN,-4.642947435379028 @@ -1009,11 +1009,11 @@ carrot,CPV,-0.5835263133049011 carrot,CRI,-4.61596941947937 carrot,CUB,-4.636675000190735 carrot,CYP,-7.5 -carrot,CZE,-2.9138752222061157 +carrot,CZE,-3.063772678375244 carrot,DEU,-5.931619882583618 carrot,DJI,-7.5 carrot,DNK,-7.5 -carrot,DOM,-4.908937454223633 +carrot,DOM,-4.909385919570923 carrot,DZA,-3.2075796127319336 carrot,ECU,0.009942298755049706 carrot,EGY,-0.0 @@ -1027,7 +1027,7 @@ carrot,FRA,-4.500558972358704 carrot,GAB,-7.5 carrot,GBR,-7.5 carrot,GEO,0.25840285420417786 -carrot,GHA,-1.9565947651863098 +carrot,GHA,-1.9883906841278076 carrot,GIN,-7.5 carrot,GMB,-7.5 carrot,GNB,-7.5 @@ -1052,7 +1052,7 @@ carrot,JAM,-5.75196385383606 carrot,JOR,-7.5 carrot,JPN,-7.5 carrot,KAZ,1.3022979497909546 -carrot,KEN,-1.5855318903923035 +carrot,KEN,-1.585765302181244 carrot,KGZ,-1.241658091545105 carrot,KHM,-6.8815107345581055 carrot,KOR,1.3497682809829712 @@ -1074,7 +1074,7 @@ carrot,MLI,-7.5 carrot,MLT,0.31543970108032227 carrot,MMR,-6.108615875244141 carrot,MNE,-5.625006198883057 -carrot,MNG,-0.6281478404998779 +carrot,MNG,-0.6215402483940125 carrot,MOZ,-7.273353815078735 carrot,MRT,-7.5 carrot,MUS,-7.5 @@ -1091,7 +1091,7 @@ carrot,NZL,-2.172021806240082 carrot,OMN,-7.3085551261901855 carrot,PAK,-6.358229637145996 carrot,PAN,-7.5 -carrot,PER,-0.3590971827507019 +carrot,PER,-0.35938282310962677 carrot,PHL,-4.217012882232666 carrot,PNG,-5.420452117919922 carrot,POL,6.298383474349976 @@ -1120,7 +1120,7 @@ carrot,SWZ,-7.5 carrot,SYR,-5.642160415649414 carrot,TCD,-6.558441638946533 carrot,TGO,-7.5 -carrot,THA,-6.807185649871826 +carrot,THA,-6.822057723999023 carrot,TJK,3.37439501285553 carrot,TKM,-5.1401753425598145 carrot,TLS,-7.5 @@ -1138,403 +1138,403 @@ carrot,VEN,-4.553120374679565 carrot,VNM,-6.167253494262695 carrot,VUT,-4.040640950202942 carrot,YEM,-2.44203519821167 -carrot,ZAF,-1.8195008039474487 +carrot,ZAF,-1.8607791662216187 carrot,ZMB,-7.321084499359131 carrot,ZWE,-2.6780710220336914 -cassava,AGO,-3.261093497276306 -cassava,ARG,-4.244302749633789 -cassava,ATG,-3.0575897693634033 -cassava,BDI,-2.071885108947754 -cassava,BEN,-2.352174162864685 -cassava,BFA,-3.013888359069824 -cassava,BGD,-0.46814265847206116 -cassava,BHS,-2.1178946495056152 -cassava,BLZ,-3.8177053928375244 -cassava,BOL,-1.3070715069770813 -cassava,BRA,-0.9327519237995148 +cassava,AGO,-3.2752039432525635 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-citrus,FRA,-0.4780590236186981 -citrus,GAB,-6.05464243888855 -citrus,GEO,-0.8469304442405701 -citrus,GHA,-1.036291778087616 -citrus,GIN,1.3811122179031372 -citrus,GRC,5.221802711486816 -citrus,GTM,-0.025459393858909607 +citrus,FRA,-0.4778149724006653 +citrus,GAB,-6.054608345031738 +citrus,GEO,-0.8468433022499084 +citrus,GHA,-1.036176323890686 +citrus,GIN,1.3811800479888916 +citrus,GRC,5.222332000732422 +citrus,GTM,-0.02518467605113983 citrus,GUY,-7.5 -citrus,HND,7.161587953567505 -citrus,HRV,-4.7589476108551025 -citrus,HTI,-2.2221497893333435 +citrus,HND,7.161564350128174 +citrus,HRV,-4.758830785751343 +citrus,HTI,-2.221964180469513 citrus,IDN,-7.5 -citrus,IND,-2.0486438274383545 -citrus,IRN,-4.8236987590789795 -citrus,IRQ,-0.5108155608177185 +citrus,IND,-2.0484652519226074 +citrus,IRN,-4.823426723480225 +citrus,IRQ,-0.5106664896011353 citrus,ISR,-7.5 -citrus,ITA,-3.6492685079574585 +citrus,ITA,-3.6489177346229553 citrus,JAM,-7.5 -citrus,JOR,0.32467827666550875 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-citrus,MUS,-2.74435818195343 -citrus,MWI,-0.03111127018928528 -citrus,MYS,1.3549076318740845 -citrus,NAM,-1.6572774648666382 +citrus,MUS,-2.7442020177841187 +citrus,MWI,-0.030821412801742554 +citrus,MYS,1.355069875717163 +citrus,NAM,-1.657081961631775 citrus,NER,-0.0 -citrus,NGA,-4.213979721069336 -citrus,NIC,-3.835160732269287 -citrus,NPL,1.5614696145057678 -citrus,NZL,3.7965816259384155 +citrus,NGA,-4.213876247406006 +citrus,NIC,-3.8350343704223633 +citrus,NPL,1.5617030560970306 +citrus,NZL,3.796966552734375 citrus,OMN,7.5 -citrus,PAK,-1.5550603866577148 -citrus,PAN,4.299298167228699 -citrus,PER,6.578338384628296 -citrus,PHL,3.75811767578125 +citrus,PAK,-1.554867446422577 +citrus,PAN,4.299496173858643 +citrus,PER,6.578744649887085 +citrus,PHL,3.7583011388778687 citrus,PNG,-0.0 -citrus,PRI,-7.113252639770508 -citrus,PRT,-7.050546884536743 -citrus,PRY,-2.464240312576294 -citrus,PSE,-2.7022610902786255 -citrus,RUS,-2.941146194934845 -citrus,RWA,0.3875359781086445 -citrus,SAU,-2.718888521194458 -citrus,SDN,0.5118569135665894 -citrus,SEN,0.5774393044412136 -citrus,SLE,-2.0272703766822815 -citrus,SLV,3.5550952553749084 -citrus,SOM,-2.6918270587921143 -citrus,SSD,-4.170230865478516 +citrus,PRI,-7.11310076713562 +citrus,PRT,-7.050416707992554 +citrus,PRY,-2.4640564918518066 +citrus,PSE,-2.7018812894821167 +citrus,RUS,-2.9407970905303955 +citrus,RWA,0.3876281678676605 +citrus,SAU,-2.718461751937866 +citrus,SDN,0.5121816396713257 +citrus,SEN,0.6538820080459118 +citrus,SLE,-2.0425314903259277 +citrus,SLV,3.555513769388199 +citrus,SOM,-2.691671133041382 +citrus,SSD,-4.170129299163818 citrus,SUR,-7.5 citrus,SVN,-0.0 -citrus,SWZ,-4.593883991241455 -citrus,SYR,1.1292664110660553 -citrus,TGO,1.5628111362457275 -citrus,THA,-6.480604648590088 +citrus,SWZ,-4.593795299530029 +citrus,SYR,1.1295671164989471 +citrus,TGO,1.5629281997680664 +citrus,THA,-6.4804182052612305 citrus,TJK,-7.5 citrus,TKM,-0.0 -citrus,TLS,0.8613260313868523 -citrus,TTO,-4.224462270736694 -citrus,TUN,0.32451482489705086 -citrus,TUR,2.149167060852051 +citrus,TLS,0.861581489443779 +citrus,TTO,-4.224357843399048 +citrus,TUN,0.3390573486685753 +citrus,TUR,2.1509772539138794 citrus,TWN,-0.0 -citrus,TZA,-5.268441677093506 +citrus,TZA,-5.298705816268921 citrus,UGA,-0.0 -citrus,URY,-1.3882073163986206 -citrus,USA,-1.9961239099502563 +citrus,URY,-1.3879339694976807 +citrus,USA,-1.9956958293914795 citrus,UZB,-7.5 -citrus,VEN,-0.3598369061946869 -citrus,VNM,-5.1397621631622314 +citrus,VEN,-0.35958126187324524 +citrus,VNM,-5.139569520950317 citrus,VUT,-0.0 -citrus,YEM,-4.775886058807373 -citrus,ZAF,-3.1844170093536377 -citrus,ZMB,-1.12578684091568 -citrus,ZWE,7.4311888217926025 +citrus,YEM,-4.775545120239258 +citrus,ZAF,-3.184046745300293 +citrus,ZMB,-1.1256791353225708 +citrus,ZWE,7.435759544372559 cocoa,AGO,-0.7260615825653076 cocoa,BDI,0.13210836052894592 cocoa,BEN,0.10792228579521179 @@ -1544,7 +1544,7 @@ cocoa,BRA,-0.10404448956251144 cocoa,BRN,-0.5840347707271576 cocoa,CAF,-0.8295684158802032 cocoa,CIV,-0.009626965969800949 -cocoa,CMR,-0.31304046511650085 +cocoa,CMR,-0.17746449261903763 cocoa,COD,0.17196332663297653 cocoa,COG,-0.28373194485902786 cocoa,COL,0.1758352369070053 @@ -1552,7 +1552,7 @@ cocoa,COM,-7.5 cocoa,CRI,-0.6303972005844116 cocoa,CUB,-0.3708675801753998 cocoa,DOM,-0.9530631005764008 -cocoa,ECU,-0.018815651535987854 +cocoa,ECU,-0.050494275987148285 cocoa,FJI,0.7013190984725952 cocoa,GAB,-0.8026451170444489 cocoa,GHA,-0.02423219382762909 @@ -1599,82 +1599,82 @@ cocoa,UGA,-0.08252723328769207 cocoa,VEN,-0.05636625178158283 cocoa,VNM,0.29274405539035797 cocoa,VUT,0.459552064538002 -coconut,AGO,-1.5031854510307312 -coconut,BDI,-2.001732349395752 -coconut,BEN,-1.4226941466331482 -coconut,BGD,-2.6196197271347046 +coconut,AGO,-1.5032193064689636 +coconut,BDI,-2.0018656253814697 +coconut,BEN,-1.4227010607719421 +coconut,BGD,-2.64585542678833 coconut,BHS,-7.5 -coconut,BLZ,-1.5902906656265259 -coconut,BOL,-3.218801498413086 -coconut,BRA,-2.7871358394622803 -coconut,BRB,-4.667610168457031 -coconut,BRN,-1.5263295769691467 +coconut,BLZ,-1.5903210043907166 +coconut,BOL,-3.219078540802002 +coconut,BRA,-2.787309408187866 +coconut,BRB,-4.667670905590057 +coconut,BRN,-1.5263565182685852 coconut,CAF,3.75 coconut,CHN,-7.5 -coconut,CIV,-1.4980797171592712 -coconut,CMR,-1.4989323019981384 -coconut,COD,-1.5087429285049438 -coconut,COG,-1.5356744527816772 -coconut,COL,-6.02094030380249 -coconut,COM,-1.4844786524772644 -coconut,CPV,-1.5613042712211609 -coconut,CRI,-2.2534921169281006 -coconut,CUB,-1.612989068031311 -coconut,DOM,-4.927700996398926 -coconut,ECU,-1.86509108543396 -coconut,FJI,-4.300963640213013 -coconut,GAB,-1.549644649028778 -coconut,GHA,-1.5554566979408264 -coconut,GIN,-1.449209451675415 -coconut,GNB,-1.4740379452705383 -coconut,GNQ,-1.499921202659607 +coconut,CIV,-1.498111367225647 +coconut,CMR,-1.4914292097091675 +coconut,COD,-1.5087692737579346 +coconut,COG,-1.5357122421264648 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+coconut,LBR,-1.5045061111450195 +coconut,LKA,-1.6807838082313538 +coconut,MDG,-1.4776839017868042 +coconut,MEX,-1.5569502711296082 +coconut,MMR,-1.919079840183258 +coconut,MOZ,-1.1787385940551758 +coconut,MUS,-1.3450241088867188 +coconut,MWI,-2.191859722137451 +coconut,MYS,-2.1912691593170166 +coconut,NGA,-1.6761919260025024 +coconut,NIC,-1.6589807271957397 +coconut,OMN,-4.483372688293457 +coconut,PAK,-1.8002700209617615 +coconut,PAN,-1.37415212392807 +coconut,PER,-2.627877712249756 +coconut,PHL,-0.8548376858234406 +coconut,PNG,-1.8375592231750488 +coconut,PRI,-3.428783893585205 +coconut,PRY,-2.229161858558655 +coconut,SEN,-1.5703746676445007 +coconut,SLB,-1.6843740344047546 +coconut,SLE,-0.5762171447277069 +coconut,SLV,-2.780527949333191 +coconut,SOM,-1.456825613975525 +coconut,STP,-1.530785858631134 coconut,SUR,-7.5 -coconut,TGO,-1.4497928619384766 -coconut,THA,-1.8811417818069458 -coconut,TLS,-1.9923089742660522 -coconut,TTO,-1.835155427455902 -coconut,TWN,-1.6796515583992004 -coconut,TZA,-1.6617299914360046 -coconut,VEN,-2.0810344219207764 -coconut,VNM,-4.4598469734191895 -coconut,VUT,-1.7740771174430847 +coconut,TGO,-1.449826955795288 +coconut,THA,-1.8812134265899658 +coconut,TLS,-1.9923365712165833 +coconut,TTO,-1.8352318406105042 +coconut,TWN,-1.6797981262207031 +coconut,TZA,-1.6541674137115479 +coconut,VEN,-2.08115291595459 +coconut,VNM,-4.459973335266113 +coconut,VUT,-1.7741316556930542 coconut,ZAF,-7.5 coffee,AGO,-0.9181869626045227 coffee,ARG,7.5 @@ -1689,7 +1689,7 @@ coffee,BTN,7.5 coffee,CAF,-0.7189817428588867 coffee,CHN,2.5083768367767334 coffee,CIV,-0.07687075808644295 -coffee,CMR,-0.6745518147945404 +coffee,CMR,-0.5342325568199158 coffee,COD,-0.7372877299785614 coffee,COG,-0.8381388187408447 coffee,COL,-1.6702834367752075 @@ -1709,10 +1709,10 @@ coffee,GNQ,-0.7915722727775574 coffee,GTM,-0.2914944291114807 coffee,GUF,7.5 coffee,GUY,0.056927913799881935 -coffee,HND,-0.9660722613334656 +coffee,HND,-0.9661165475845337 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-dryland-rice,TCD,-0.5287216305732727 -dryland-rice,TGO,0.010156067088246346 -dryland-rice,THA,-0.27963167428970337 -dryland-rice,TJK,-1.1746107339859009 +dryland-rice,TCD,-0.5101112723350525 +dryland-rice,TGO,0.037070438265800476 +dryland-rice,THA,-0.27068063616752625 +dryland-rice,TJK,-1.097145438194275 dryland-rice,TKM,-7.5 -dryland-rice,TLS,-1.7070834636688232 -dryland-rice,TTO,-0.06781266257166862 +dryland-rice,TLS,-1.699541449546814 +dryland-rice,TTO,-0.04006492346525192 dryland-rice,TUN,7.5 -dryland-rice,TUR,-1.9274609684944153 -dryland-rice,TWN,-0.04058335395529866 -dryland-rice,TZA,0.2753441631793976 -dryland-rice,UGA,-0.7990955114364624 -dryland-rice,UKR,-2.6927809715270996 +dryland-rice,TUR,-1.8482787013053894 +dryland-rice,TWN,-0.023034874349832535 +dryland-rice,TZA,0.3087586611509323 +dryland-rice,UGA,-0.7879697680473328 +dryland-rice,UKR,-2.6260459423065186 dryland-rice,URY,-0.0 dryland-rice,USA,-0.0 dryland-rice,UZB,-7.5 -dryland-rice,VEN,-0.6182149350643158 -dryland-rice,VNM,-0.479926273226738 +dryland-rice,VEN,-0.49650052189826965 +dryland-rice,VNM,-0.461142435669899 dryland-rice,YEM,7.5 dryland-rice,ZAF,-0.0 -dryland-rice,ZMB,-0.922489196062088 -dryland-rice,ZWE,2.8170409202575684 +dryland-rice,ZMB,-0.9157021343708038 +dryland-rice,ZWE,2.832133412361145 foxtail-millet,AFG,-0.6007698476314545 foxtail-millet,AGO,-0.4080769270658493 foxtail-millet,ARG,-0.23928023874759674 @@ -2351,24 +2351,24 @@ foxtail-millet,BEN,-0.539930909872055 foxtail-millet,BFA,-0.3755684345960617 foxtail-millet,BGD,-7.5 foxtail-millet,BGR,7.5 -foxtail-millet,BLR,-0.5246927589178085 +foxtail-millet,BLR,-0.5180539041757584 foxtail-millet,BOL,-0.0 foxtail-millet,BRA,7.5 foxtail-millet,BTN,-7.5 -foxtail-millet,BWA,-0.3865332454442978 +foxtail-millet,BWA,-0.384464293718338 foxtail-millet,CAF,-0.46454034745693207 foxtail-millet,CAN,-0.0 -foxtail-millet,CHE,-2.644416570663452 +foxtail-millet,CHE,-2.6450395584106445 foxtail-millet,CHN,-0.7386873662471771 foxtail-millet,CIV,-0.5795082151889801 -foxtail-millet,CMR,-0.47215035557746887 +foxtail-millet,CMR,-0.4618046432733536 foxtail-millet,COD,-0.459261953830719 foxtail-millet,COG,-0.44761890172958374 -foxtail-millet,DEU,-1.0389275252819061 +foxtail-millet,DEU,-1.0106470882892609 foxtail-millet,DZA,-0.0 foxtail-millet,ERI,-0.4152943789958954 foxtail-millet,ETH,-0.7575334310531616 -foxtail-millet,FRA,-0.47555333375930786 +foxtail-millet,FRA,-0.47617650032043457 foxtail-millet,GAB,-0.0 foxtail-millet,GEO,-0.0 foxtail-millet,GHA,-0.6628236174583435 @@ -2377,7 +2377,7 @@ foxtail-millet,GMB,-0.46135395765304565 foxtail-millet,GNB,-0.44429850578308105 foxtail-millet,GRC,7.5 foxtail-millet,HUN,-0.6123685538768768 -foxtail-millet,IND,-0.49342063069343567 +foxtail-millet,IND,-0.5133887529373169 foxtail-millet,IRN,-1.0534720420837402 foxtail-millet,IRQ,-0.837611585855484 foxtail-millet,KAZ,-0.27429893612861633 @@ -2389,8 +2389,8 @@ foxtail-millet,LAO,-0.0 foxtail-millet,LBY,-0.505948543548584 foxtail-millet,LKA,-1.0432093739509583 foxtail-millet,LSO,7.5 -foxtail-millet,MAR,-1.1078962087631226 -foxtail-millet,MDA,-0.7160716652870178 +foxtail-millet,MAR,-1.092053771018982 +foxtail-millet,MDA,-0.7021014094352722 foxtail-millet,MLI,-0.3269065320491791 foxtail-millet,MMR,-0.4658123552799225 foxtail-millet,MNG,7.5 @@ -2406,10 +2406,10 @@ foxtail-millet,POL,3.4531050622463226 foxtail-millet,PRY,-0.0 foxtail-millet,ROU,-0.32146039605140686 foxtail-millet,RUS,-0.3345818519592285 -foxtail-millet,RWA,-0.42522843182086945 -foxtail-millet,SAU,-1.6018290519714355 +foxtail-millet,RWA,-0.4233008474111557 +foxtail-millet,SAU,-1.677297592163086 foxtail-millet,SDN,-0.43429309129714966 -foxtail-millet,SEN,-0.5188337415456772 +foxtail-millet,SEN,-0.5187062472105026 foxtail-millet,SLE,-0.4744160324335098 foxtail-millet,SOM,-0.0 foxtail-millet,SSD,-0.4053361862897873 @@ -2434,482 +2434,482 @@ foxtail-millet,VNM,-1.5837616920471191 foxtail-millet,YEM,-0.43398135900497437 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silage-maize,GMB,-0.0 silage-maize,GNB,-0.0 silage-maize,GNQ,-7.5 -silage-maize,GRC,-1.1296371221542358 +silage-maize,GRC,-1.1387874484062195 silage-maize,GRD,-0.0 silage-maize,GTM,-0.6736563444137573 silage-maize,GUF,-7.5 silage-maize,GUY,-0.2835875302553177 silage-maize,HND,-0.22735458612442017 -silage-maize,HRV,-2.4538163878023624 +silage-maize,HRV,-2.4074930218048394 silage-maize,HTI,-1.0029238164424896 -silage-maize,HUN,0.04682059586048126 +silage-maize,HUN,0.035092368721961975 silage-maize,IDN,-0.9494604766368866 -silage-maize,IND,-0.8353846669197083 +silage-maize,IND,-0.9086917638778687 silage-maize,IRL,-0.33215565979480743 silage-maize,IRN,-1.682438611984253 silage-maize,IRQ,6.145906448364258 @@ -4413,32 +4413,32 @@ silage-maize,ISL,-0.865114688873291 silage-maize,ISR,-7.5 silage-maize,ITA,-1.158036231994629 silage-maize,JAM,3.028904438018799 -silage-maize,JOR,5.392827033996582 +silage-maize,JOR,5.226756811141968 silage-maize,JPN,0.28372400999069214 silage-maize,KAZ,-0.6699252128601074 silage-maize,KEN,-0.5683631300926208 silage-maize,KGZ,-1.282828152179718 -silage-maize,KHM,-1.0212960243225098 +silage-maize,KHM,-1.0212960839271545 silage-maize,KOR,-0.9671834111213684 silage-maize,LAO,-0.3960694968700409 -silage-maize,LBN,3.914651036262512 +silage-maize,LBN,-0.40681420266628265 silage-maize,LBR,-7.5 silage-maize,LBY,-1.0085251331329346 silage-maize,LKA,-0.6475335955619812 silage-maize,LSO,-0.16876503825187683 silage-maize,LTU,0.1074519157409668 silage-maize,LUX,-0.35285086184740067 -silage-maize,LVA,-1.103248417377472 -silage-maize,MAR,4.994289398193359 +silage-maize,LVA,-1.1054802536964417 +silage-maize,MAR,4.832189559936523 silage-maize,MDA,0.25433678925037384 silage-maize,MDG,-1.1031701564788818 silage-maize,MEX,-0.39161232113838196 -silage-maize,MKD,0.07687810808420181 +silage-maize,MKD,0.06972243264317513 silage-maize,MLI,-3.75 -silage-maize,MLT,-0.08475825190544128 +silage-maize,MLT,-0.14288397133350372 silage-maize,MMR,-1.030830204486847 -silage-maize,MNE,1.8042494058609009 -silage-maize,MNG,-0.9506880640983582 +silage-maize,MNE,1.7901204228401184 +silage-maize,MNG,-0.9492969512939453 silage-maize,MOZ,-0.03742605820298195 silage-maize,MRT,-0.6597631275653839 silage-maize,MUS,-0.9834754467010498 @@ -4452,36 +4452,36 @@ silage-maize,NLD,1.573429822921753 silage-maize,NOR,-0.0 silage-maize,NPL,-0.7360709607601166 silage-maize,NZL,-2.160462498664856 -silage-maize,OMN,-2.1774656772613525 +silage-maize,OMN,-2.1780723333358765 silage-maize,PAK,-1.316060483455658 silage-maize,PAN,-1.3074291944503784 silage-maize,PER,-0.6938307285308838 silage-maize,PHL,-0.3364448547363281 silage-maize,PNG,-7.5 -silage-maize,POL,-0.09123208746314049 +silage-maize,POL,-0.07853671628981829 silage-maize,PRI,-1.4522095322608948 silage-maize,PRT,-0.7164428234100342 silage-maize,PRY,-0.32282423973083496 -silage-maize,PSE,2.978405714035034 -silage-maize,ROU,0.06961966678500175 -silage-maize,RUS,-0.5063664615154266 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silage-maize,TGO,-0.17069346457719803 silage-maize,THA,-0.9021457135677338 @@ -4489,363 +4489,363 @@ silage-maize,TJK,-2.4360235929489136 silage-maize,TKM,-0.9653987288475037 silage-maize,TLS,-0.22068962454795837 silage-maize,TTO,-0.8465857803821564 -silage-maize,TUN,0.9155043959617615 +silage-maize,TUN,0.8622826337814331 silage-maize,TUR,-1.713265597820282 silage-maize,TWN,-0.0 silage-maize,TZA,-0.06578679382801056 silage-maize,UGA,-1.138750672340393 -silage-maize,UKR,-0.5257214903831482 +silage-maize,UKR,-0.5219241976737976 silage-maize,URY,-0.3631618022918701 silage-maize,USA,-0.9971200823783875 -silage-maize,UZB,-2.4135210514068604 +silage-maize,UZB,-2.442523717880249 silage-maize,VEN,-0.40502552688121796 silage-maize,VNM,-1.2268370985984802 silage-maize,VUT,-0.28919660300016403 silage-maize,YEM,-0.6849543452262878 silage-maize,ZAF,-0.5447553396224976 silage-maize,ZMB,-0.5472856760025024 -silage-maize,ZWE,0.9899646639823914 +silage-maize,ZWE,0.9342849254608154 sorghum,AFG,7.5 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-sugarcane,TZA,-2.257414221763611 +sugarcane,TZA,-2.256096839904785 sugarcane,UGA,-1.520616054534912 sugarcane,URY,-2.9282485246658325 sugarcane,USA,-3.4511669874191284 sugarcane,VEN,-2.7378581762313843 sugarcane,VNM,-2.3678897619247437 -sugarcane,ZAF,-2.7058277130126953 +sugarcane,ZAF,-2.722231864929199 sugarcane,ZMB,-2.7069108486175537 sugarcane,ZWE,-7.5 -sunflower,AFG,-0.3798566460609436 -sunflower,AGO,-0.5592952370643616 -sunflower,ALB,-1.245612621307373 -sunflower,ARG,-0.09927744790911674 -sunflower,ARM,0.26320625841617584 -sunflower,AUS,0.3137383759021759 -sunflower,AUT,0.09594713896512985 -sunflower,AZE,-0.7670917212963104 -sunflower,BDI,-0.42718829214572906 -sunflower,BEL,0.03007055213674903 +sunflower,AFG,-0.3801945298910141 +sunflower,AGO,-0.5611013770103455 +sunflower,ALB,-1.2535558342933655 +sunflower,ARG,-0.10561772808432579 +sunflower,ARM,0.25361669808626175 +sunflower,AUS,0.30543455481529236 +sunflower,AUT,0.08676162920892239 +sunflower,AZE,-0.772941917181015 +sunflower,BDI,-0.43013109266757965 +sunflower,BEL,0.023151728324592113 sunflower,BGD,7.5 sunflower,BGR,-0.0 -sunflower,BIH,0.06135295704007149 -sunflower,BLR,-0.40693144500255585 -sunflower,BOL,0.06723546981811523 -sunflower,BRA,0.09588398039340973 +sunflower,BIH,0.08378737419843674 +sunflower,BLR,-0.4115232527256012 +sunflower,BOL,0.06416711956262589 +sunflower,BRA,0.09070354700088501 sunflower,BTN,7.5 -sunflower,BWA,-0.5633840560913086 -sunflower,CAF,-0.17783723771572113 -sunflower,CAN,-0.1283167190849781 -sunflower,CHE,-0.9645909070968628 -sunflower,CHL,-0.4110090434551239 -sunflower,CHN,-1.192961573600769 -sunflower,COD,-0.4902860075235367 -sunflower,COG,-0.596325695514679 +sunflower,BWA,-0.5648168921470642 +sunflower,CAF,-0.18296723067760468 +sunflower,CAN,-0.1351897418498993 +sunflower,CHE,-0.9727186262607574 +sunflower,CHL,-0.4139730930328369 +sunflower,CHN,-1.2034720182418823 +sunflower,COD,-0.492697611451149 +sunflower,COG,-0.5978014469146729 sunflower,COL,7.5 -sunflower,CZE,-0.005990133620798588 -sunflower,DEU,-0.006372432224452496 +sunflower,CZE,-0.01458270289003849 +sunflower,DEU,0.01352599635720253 sunflower,DNK,7.5 -sunflower,DZA,-0.13386434316635132 -sunflower,ECU,-0.29212214797735214 -sunflower,EGY,0.015034363605082035 +sunflower,DZA,-0.13613606989383698 +sunflower,ECU,-0.29620161652565 +sunflower,EGY,0.0032970686443150043 sunflower,ERI,7.5 -sunflower,ESP,-0.10802527889609337 -sunflower,EST,3.6734019815921783 -sunflower,ETH,-0.19798554480075836 +sunflower,ESP,-0.11122021824121475 +sunflower,EST,3.669919416308403 +sunflower,ETH,-0.2007748931646347 sunflower,FIN,7.5 -sunflower,FRA,-0.09356179088354111 -sunflower,GEO,-0.1204213835299015 -sunflower,GRC,-0.3806859403848648 +sunflower,FRA,-0.10226831957697868 +sunflower,GEO,-0.12211021780967712 +sunflower,GRC,-0.38872474431991577 sunflower,GUF,-0.0 sunflower,GUY,7.5 -sunflower,HRV,-3.861909657716751 -sunflower,HUN,0.4415469318628311 -sunflower,IND,-0.4439776539802551 -sunflower,IRN,-0.40974588692188263 -sunflower,IRQ,-0.21475189924240112 -sunflower,ISR,-3.4198801517486572 -sunflower,ITA,-0.062485425267368555 -sunflower,JOR,0.42216290533542633 -sunflower,KAZ,0.0987289622426033 -sunflower,KEN,-0.07820096984505653 -sunflower,KGZ,-0.2881822735071182 -sunflower,KHM,-0.22478997707366943 -sunflower,LAO,-0.4965445399284363 -sunflower,LBN,0.4610874801874161 -sunflower,LSO,-0.05804126337170601 -sunflower,LTU,-0.07114322949200869 -sunflower,LUX,-0.1568968240171671 -sunflower,LVA,3.6314916163682938 -sunflower,MAR,-0.3125934898853302 -sunflower,MDA,0.36344189941883087 -sunflower,MEX,0.17522288858890533 -sunflower,MKD,0.04297882691025734 -sunflower,MMR,-0.47939537465572357 -sunflower,MNE,0.08983521908521652 -sunflower,MNG,-0.08715502172708511 -sunflower,MOZ,0.16519010066986084 -sunflower,MWI,-0.390959233045578 +sunflower,HRV,-3.8089511692523956 +sunflower,HUN,0.42781688272953033 +sunflower,IND,-0.4493778198957443 +sunflower,IRN,-0.4140699505805969 +sunflower,IRQ,-0.22164133936166763 +sunflower,ISR,-3.4310429096221924 +sunflower,ITA,-0.06905580777674913 +sunflower,JOR,0.41188405454158783 +sunflower,KAZ,0.0951242670416832 +sunflower,KEN,-0.07998204231262207 +sunflower,KGZ,-0.29244180023670197 +sunflower,KHM,-0.2260800451040268 +sunflower,LAO,-0.4988214373588562 +sunflower,LBN,0.45034298300743103 +sunflower,LSO,-0.06410292536020279 +sunflower,LTU,-0.07768435915932059 +sunflower,LUX,-0.16270772367715836 +sunflower,LVA,3.628395676612854 +sunflower,MAR,-0.31110164523124695 +sunflower,MDA,0.35403721034526825 +sunflower,MEX,0.1700180619955063 +sunflower,MKD,0.03749844431877136 +sunflower,MMR,-0.4818809777498245 +sunflower,MNE,0.081795334815979 +sunflower,MNG,-0.08742725104093552 +sunflower,MOZ,0.16259993612766266 +sunflower,MWI,-0.39418724179267883 sunflower,MYS,-0.0 sunflower,NAM,-0.0 -sunflower,NLD,-0.41855625808238983 +sunflower,NLD,-0.4420303553342819 sunflower,NPL,7.5 -sunflower,PAK,-0.2406087964773178 +sunflower,PAK,-0.24487900733947754 sunflower,PER,7.5 -sunflower,POL,-0.0441052932292223 -sunflower,PRT,0.0651093889027834 -sunflower,PRY,-0.3142150789499283 -sunflower,PSE,0.4786088764667511 -sunflower,ROU,0.03575047478079796 -sunflower,RUS,0.24698518216609955 -sunflower,RWA,-0.5110491812229156 -sunflower,SDN,-0.5682901740074158 +sunflower,POL,-0.050926607102155685 +sunflower,PRT,0.058332888409495354 +sunflower,PRY,-0.31848156452178955 +sunflower,PSE,0.46650855243206024 +sunflower,ROU,0.03328429500106722 +sunflower,RUS,0.24089811742305756 +sunflower,RWA,-0.5132895410060883 +sunflower,SDN,-0.5700450539588928 sunflower,SOM,3.75 -sunflower,SRB,0.44547131657600403 -sunflower,SSD,-0.2713366448879242 +sunflower,SRB,0.46722079813480377 +sunflower,SSD,-0.2754462957382202 sunflower,SUR,7.5 -sunflower,SVK,0.0036696698516607285 -sunflower,SVN,0.2676452472805977 -sunflower,SWZ,-0.268890917301178 -sunflower,SYR,-0.34498921036720276 +sunflower,SVK,-0.0007228862959891558 +sunflower,SVN,0.258526086807251 +sunflower,SWZ,-0.27316558361053467 +sunflower,SYR,-0.34879785776138306 sunflower,TCD,-0.0 -sunflower,THA,-0.12845292314887047 -sunflower,TJK,0.24206941574811935 +sunflower,THA,-0.13053416460752487 +sunflower,TJK,0.2334427610039711 sunflower,TKM,-0.0 -sunflower,TUN,-0.4785847067832947 -sunflower,TUR,-0.45479846000671387 -sunflower,TWN,0.9000454545021057 -sunflower,TZA,0.09278101474046707 -sunflower,UGA,-0.45893730223178864 -sunflower,UKR,-0.19700850546360016 -sunflower,URY,-0.18629449605941772 -sunflower,USA,0.13518285751342773 -sunflower,UZB,-0.6031338572502136 -sunflower,VEN,-0.509426474571228 +sunflower,TUN,-0.4812168478965759 +sunflower,TUR,-0.46347281336784363 +sunflower,TWN,0.8861340880393982 +sunflower,TZA,0.08992071449756622 +sunflower,UGA,-0.4616199880838394 +sunflower,UKR,-0.20248329639434814 +sunflower,URY,-0.19159235060214996 +sunflower,USA,0.12722833454608917 +sunflower,UZB,-0.6082421243190765 +sunflower,VEN,-0.5113449096679688 sunflower,VNM,7.5 -sunflower,ZAF,-0.14508750289678574 -sunflower,ZMB,-0.5941796004772186 -sunflower,ZWE,-0.03945423662662506 -sweet-potato,AFG,-2.8179619312286377 -sweet-potato,AGO,-3.53015398979187 -sweet-potato,ALB,-2.8093971014022827 -sweet-potato,ARE,-1.9823445081710815 -sweet-potato,ARG,-4.443357944488525 -sweet-potato,ARM,-2.6090744733810425 -sweet-potato,ATG,-4.342176914215088 -sweet-potato,AUS,-7.169342041015625 +sunflower,ZAF,-0.14764690399169922 +sunflower,ZMB,-0.595666915178299 +sunflower,ZWE,-0.04023315757513046 +sweet-potato,AFG,-2.8418002128601074 +sweet-potato,AGO,-3.540788173675537 +sweet-potato,ALB,-2.839133143424988 +sweet-potato,ARE,-2.022308111190796 +sweet-potato,ARG,-4.485136270523071 +sweet-potato,ARM,-2.6399139165878296 +sweet-potato,ATG,-4.3469367027282715 +sweet-potato,AUS,-7.3017473220825195 sweet-potato,AUT,-7.5 -sweet-potato,AZE,-3.222378373146057 -sweet-potato,BDI,-1.1098206043243408 -sweet-potato,BEL,-1.811030924320221 -sweet-potato,BEN,-1.593492567539215 -sweet-potato,BFA,-3.5752456188201904 -sweet-potato,BGD,-0.21974320709705353 -sweet-potato,BGR,-2.5498692989349365 -sweet-potato,BHS,-3.790563464164734 -sweet-potato,BIH,-3.297272205352783 -sweet-potato,BLR,-5.071703791618347 -sweet-potato,BLZ,-3.378679633140564 -sweet-potato,BOL,-0.7356737554073334 -sweet-potato,BRA,-2.5935747623443604 +sweet-potato,AZE,-3.2394031286239624 +sweet-potato,BDI,-1.1242152452468872 +sweet-potato,BEL,-1.9072026014328003 +sweet-potato,BEN,-1.6587561964988708 +sweet-potato,BFA,-3.5849201679229736 +sweet-potato,BGD,-0.24946962296962738 +sweet-potato,BGR,-2.587893486022949 +sweet-potato,BHS,-3.8103286027908325 +sweet-potato,BIH,-3.314286947250366 +sweet-potato,BLR,-5.11154568195343 +sweet-potato,BLZ,-3.3982423543930054 +sweet-potato,BOL,-0.738339900970459 +sweet-potato,BRA,-2.641904830932617 sweet-potato,BRB,-7.5 sweet-potato,BRN,-7.5 sweet-potato,BTN,7.5 sweet-potato,BWA,-0.0 -sweet-potato,CAF,-3.870824456214905 -sweet-potato,CAN,-2.924433946609497 -sweet-potato,CHE,-2.197257399559021 -sweet-potato,CHL,-1.9586389064788818 +sweet-potato,CAF,-3.872881531715393 +sweet-potato,CAN,-2.973376512527466 +sweet-potato,CHE,-2.2450693249702454 +sweet-potato,CHL,-2.0261104106903076 sweet-potato,CHN,-7.5 -sweet-potato,CIV,-0.48770684003829956 -sweet-potato,CMR,-3.4301960468292236 -sweet-potato,COD,-3.6522908210754395 -sweet-potato,COG,-3.470755100250244 -sweet-potato,COL,-2.9651559591293335 -sweet-potato,COM,-3.7514426708221436 +sweet-potato,CIV,-0.49057282507419586 +sweet-potato,CMR,-3.395487070083618 +sweet-potato,COD,-3.6596839427948 +sweet-potato,COG,-3.481797933578491 +sweet-potato,COL,-2.995603561401367 +sweet-potato,COM,-3.7564927339553833 sweet-potato,CPV,-7.5 -sweet-potato,CRI,3.2859817445278168 -sweet-potato,CUB,-3.192458391189575 -sweet-potato,CYP,-4.8332730531692505 -sweet-potato,CZE,-2.3518240451812744 -sweet-potato,DEU,-1.3784958720207214 -sweet-potato,DNK,-1.566912829875946 -sweet-potato,DOM,-3.743538737297058 -sweet-potato,DZA,-2.389132499694824 -sweet-potato,ECU,0.20075105130672455 -sweet-potato,EGY,-2.773144006729126 -sweet-potato,ERI,1.8053042888641357 +sweet-potato,CRI,3.2715142369270325 +sweet-potato,CUB,-3.2149109840393066 +sweet-potato,CYP,-4.853050351142883 +sweet-potato,CZE,-2.4271514415740967 +sweet-potato,DEU,-1.42490553855896 +sweet-potato,DNK,-1.6389296054840088 +sweet-potato,DOM,-3.7659889459609985 +sweet-potato,DZA,-2.4330661296844482 +sweet-potato,ECU,0.17732957005500793 +sweet-potato,EGY,-2.8078125715255737 +sweet-potato,ERI,1.8045164346694946 sweet-potato,ESP,-7.5 -sweet-potato,EST,-2.3912513256073 -sweet-potato,ETH,-3.2045083045959473 -sweet-potato,FIN,-2.4217031002044678 -sweet-potato,FJI,-5.368408918380737 -sweet-potato,FRA,-1.6360112428665161 -sweet-potato,GAB,-3.836724638938904 -sweet-potato,GBR,-2.353866219520569 -sweet-potato,GEO,-3.1331419944763184 -sweet-potato,GHA,-0.5540166199207306 -sweet-potato,GIN,0.13996688649058342 -sweet-potato,GMB,2.4159231185913086 -sweet-potato,GNB,-3.6199960708618164 -sweet-potato,GNQ,-3.694688558578491 +sweet-potato,EST,-2.4351284503936768 +sweet-potato,ETH,-3.2259455919265747 +sweet-potato,FIN,-2.4620275497436523 +sweet-potato,FJI,-5.379993200302124 +sweet-potato,FRA,-1.7010027170181274 +sweet-potato,GAB,-3.839635729789734 +sweet-potato,GBR,-2.3896141052246094 +sweet-potato,GEO,-3.1520297527313232 +sweet-potato,GHA,-0.5567395985126495 +sweet-potato,GIN,0.12701863795518875 +sweet-potato,GMB,2.397991895675659 +sweet-potato,GNB,-3.628166675567627 +sweet-potato,GNQ,-3.70149302482605 sweet-potato,GRC,-7.5 sweet-potato,GRD,-7.5 -sweet-potato,GTM,-3.064687967300415 -sweet-potato,GUF,-1.4737539291381836 +sweet-potato,GTM,-3.1090075969696045 +sweet-potato,GUF,-1.4900550842285156 sweet-potato,GUY,3.75 -sweet-potato,HND,-1.9272927641868591 -sweet-potato,HRV,-5.546827673912048 -sweet-potato,HTI,-3.3784064054489136 -sweet-potato,HUN,-2.5335429906845093 -sweet-potato,IDN,-2.175451934337616 -sweet-potato,IND,-2.1696889400482178 -sweet-potato,IRL,-1.7951508164405823 -sweet-potato,IRN,-1.9163601398468018 -sweet-potato,IRQ,-1.9029540419578552 +sweet-potato,HND,-1.939905047416687 +sweet-potato,HRV,-5.529770612716675 +sweet-potato,HTI,-3.395846128463745 +sweet-potato,HUN,-2.569564461708069 +sweet-potato,IDN,-2.2374319434165955 +sweet-potato,IND,-2.219196081161499 +sweet-potato,IRL,-1.855169951915741 +sweet-potato,IRN,-1.9653350114822388 +sweet-potato,IRQ,-1.9538293480873108 sweet-potato,ISR,-7.5 -sweet-potato,ITA,-2.6832648515701294 +sweet-potato,ITA,-2.7610195875167847 sweet-potato,JAM,-7.5 -sweet-potato,JOR,-1.1963051557540894 +sweet-potato,JOR,-1.2569557428359985 sweet-potato,JPN,-7.5 -sweet-potato,KAZ,-3.153166174888611 -sweet-potato,KEN,-3.1092779636383057 -sweet-potato,KGZ,-3.04319167137146 -sweet-potato,KHM,-3.2483290433883667 -sweet-potato,KOR,-2.4257622957229614 -sweet-potato,LAO,-2.6437822580337524 -sweet-potato,LBN,-2.193209648132324 -sweet-potato,LBR,-3.313787579536438 -sweet-potato,LBY,-2.6807072162628174 -sweet-potato,LKA,-1.6644306778907776 -sweet-potato,LSO,-2.8778929710388184 -sweet-potato,LTU,-3.0298101902008057 +sweet-potato,KAZ,-3.1701191663742065 +sweet-potato,KEN,-3.1190991401672363 +sweet-potato,KGZ,-3.0624626874923706 +sweet-potato,KHM,-3.2634329795837402 +sweet-potato,KOR,-2.4586477279663086 +sweet-potato,LAO,-2.6736860275268555 +sweet-potato,LBN,-2.231701135635376 +sweet-potato,LBR,-3.3316229581832886 +sweet-potato,LBY,-2.7180726528167725 +sweet-potato,LKA,-1.6871393322944641 +sweet-potato,LSO,-2.9071156978607178 +sweet-potato,LTU,-3.05357563495636 sweet-potato,LUX,-7.5 -sweet-potato,LVA,-5.323123097419739 -sweet-potato,MAR,-2.3874369859695435 -sweet-potato,MDA,-3.4408061504364014 -sweet-potato,MDG,-3.638538122177124 -sweet-potato,MEX,-3.756821870803833 -sweet-potato,MKD,-2.848220467567444 -sweet-potato,MLI,-2.6185349225997925 -sweet-potato,MLT,-5.689552545547485 -sweet-potato,MMR,-2.580501079559326 -sweet-potato,MNE,-2.8060293197631836 +sweet-potato,LVA,-5.33359158039093 +sweet-potato,MAR,-2.4257606267929077 +sweet-potato,MDA,-3.4542524814605713 +sweet-potato,MDG,-3.6478960514068604 +sweet-potato,MEX,-3.796987533569336 +sweet-potato,MKD,-2.8768948316574097 +sweet-potato,MLI,-2.653253674507141 +sweet-potato,MLT,-5.712298393249512 +sweet-potato,MMR,-2.606891393661499 +sweet-potato,MNE,-2.8269102573394775 sweet-potato,MNG,-7.5 -sweet-potato,MOZ,-1.8960859775543213 -sweet-potato,MRT,-3.503438949584961 -sweet-potato,MUS,-6.735344648361206 -sweet-potato,MWI,1.415738582611084 -sweet-potato,MYS,-5.253255128860474 -sweet-potato,NAM,-3.028991222381592 -sweet-potato,NER,-3.8455570936203003 -sweet-potato,NGA,-3.7472870349884033 -sweet-potato,NIC,-2.5928202867507935 -sweet-potato,NLD,-2.3725627660751343 -sweet-potato,NOR,-3.9320766925811768 -sweet-potato,NPL,-2.896385431289673 +sweet-potato,MOZ,-1.912397027015686 +sweet-potato,MRT,-3.5126556158065796 +sweet-potato,MUS,-6.764588832855225 +sweet-potato,MWI,1.3993287086486816 +sweet-potato,MYS,-5.279720306396484 +sweet-potato,NAM,-3.0498061180114746 +sweet-potato,NER,-3.9055471420288086 +sweet-potato,NGA,-3.7532315254211426 +sweet-potato,NIC,-2.618800163269043 +sweet-potato,NLD,-2.417860984802246 +sweet-potato,NOR,-3.7631478309631348 +sweet-potato,NPL,-2.9172842502593994 sweet-potato,NZL,-7.5 -sweet-potato,OMN,-5.6633195877075195 -sweet-potato,PAK,-1.3899307250976562 +sweet-potato,OMN,-5.686670303344727 +sweet-potato,PAK,-1.4214922189712524 sweet-potato,PAN,7.5 -sweet-potato,PER,-2.498339891433716 -sweet-potato,PHL,-1.6412044763565063 -sweet-potato,PNG,-3.43398916721344 -sweet-potato,POL,-2.183580756187439 -sweet-potato,PRI,-7.336395977297798 +sweet-potato,PER,-2.5123366117477417 +sweet-potato,PHL,-1.6509494185447693 +sweet-potato,PNG,-3.4426889419555664 +sweet-potato,POL,-2.223615527153015 +sweet-potato,PRI,-7.3494133949279785 sweet-potato,PRT,-7.5 -sweet-potato,PRY,-1.654632806777954 -sweet-potato,PSE,-4.66718864440918 -sweet-potato,ROU,-2.9413540363311768 -sweet-potato,RUS,-3.194880962371826 -sweet-potato,RWA,-0.9562024474143982 -sweet-potato,SAU,-2.049079656600952 -sweet-potato,SDN,-3.0596923828125 +sweet-potato,PRY,-1.6679365634918213 +sweet-potato,PSE,-4.690480530261993 +sweet-potato,ROU,-2.9574215412139893 +sweet-potato,RUS,-3.2122082710266113 +sweet-potato,RWA,-0.9657779633998871 +sweet-potato,SAU,-2.090894103050232 +sweet-potato,SDN,-3.079162120819092 sweet-potato,SEN,-7.5 -sweet-potato,SLB,-2.589857578277588 -sweet-potato,SLE,-2.680174469947815 -sweet-potato,SLV,2.3964531421661377 -sweet-potato,SOM,-3.236374020576477 -sweet-potato,SRB,-5.145063281059265 +sweet-potato,SLB,-2.612435460090637 +sweet-potato,SLE,-2.692718267440796 +sweet-potato,SLV,2.3779115676879883 +sweet-potato,SOM,-3.24985134601593 +sweet-potato,SRB,-5.159982204437256 sweet-potato,SSD,3.75 sweet-potato,SUR,-7.5 -sweet-potato,SVK,-2.695002317428589 -sweet-potato,SVN,-2.230338215827942 -sweet-potato,SWE,-2.6863261461257935 -sweet-potato,SWZ,-3.8024771213531494 +sweet-potato,SVK,-2.726820945739746 +sweet-potato,SVN,-2.2747838497161865 +sweet-potato,SWE,-2.7195374965667725 +sweet-potato,SWZ,-3.8064091205596924 sweet-potato,SYR,-7.5 -sweet-potato,TCD,-1.2428795099258423 -sweet-potato,TGO,-0.7031485438346863 -sweet-potato,THA,-2.4338234663009644 -sweet-potato,TJK,-3.908847212791443 -sweet-potato,TKM,-2.9678845405578613 -sweet-potato,TLS,-1.335360050201416 -sweet-potato,TTO,-4.749549150466919 -sweet-potato,TUN,-3.35207462310791 -sweet-potato,TUR,-1.8488444089889526 -sweet-potato,TWN,-2.0574740767478943 -sweet-potato,TZA,-0.3789993226528168 -sweet-potato,UGA,-3.5547441244125366 -sweet-potato,UKR,-3.268665075302124 -sweet-potato,URY,-4.58931040763855 -sweet-potato,USA,-7.495031833648682 -sweet-potato,UZB,-6.071527004241943 -sweet-potato,VEN,-2.8997915983200073 -sweet-potato,VNM,-3.2728283405303955 -sweet-potato,YEM,-2.5011892318725586 -sweet-potato,ZAF,0.12290084548294544 -sweet-potato,ZMB,-0.5687954425811768 -sweet-potato,ZWE,-1.2651100158691406 +sweet-potato,TCD,-1.25145423412323 +sweet-potato,TGO,-0.7092553377151489 +sweet-potato,THA,-2.462823271751404 +sweet-potato,TJK,-3.9322797060012817 +sweet-potato,TKM,-2.987255811691284 +sweet-potato,TLS,-1.3392764925956726 +sweet-potato,TTO,-4.761830568313599 +sweet-potato,TUN,-3.3846046924591064 +sweet-potato,TUR,-1.8976202011108398 +sweet-potato,TWN,-2.093739330768585 +sweet-potato,TZA,-0.3897562026977539 +sweet-potato,UGA,-3.5622788667678833 +sweet-potato,UKR,-3.286745309829712 +sweet-potato,URY,-4.604208469390869 +sweet-potato,USA,-7.5 +sweet-potato,UZB,-6.170290470123291 +sweet-potato,VEN,-2.9288594722747803 +sweet-potato,VNM,-3.2935749292373657 +sweet-potato,YEM,-2.529958724975586 +sweet-potato,ZAF,0.10410755965858698 +sweet-potato,ZMB,-0.5766231119632721 +sweet-potato,ZWE,-1.2781329154968262 tea,AGO,2.2871118783950806 tea,ALB,-7.5 tea,ARG,-0.0 tea,AZE,-0.17108497023582458 tea,BDI,2.0637975931167603 -tea,BGD,3.1444193720817566 +tea,BGD,3.1183746457099915 tea,BLZ,2.5659022331237793 tea,BOL,0.29397615045309067 tea,BRA,-0.0 @@ -5249,7 +5249,7 @@ tea,BTN,5.042233467102051 tea,CAF,7.5 tea,CHL,-0.0 tea,CHN,-7.5 -tea,CMR,6.104929447174072 +tea,CMR,6.1136510372161865 tea,COD,-2.9547393321990967 tea,COG,7.5 tea,COL,-0.28785134851932526 @@ -5258,7 +5258,7 @@ tea,ETH,1.183477520942688 tea,GAB,1.9945328831672668 tea,GEO,-7.5 tea,GNQ,7.5 -tea,GRC,-2.606701135635376 +tea,GRC,-2.6073360443115234 tea,GTM,-2.6566847562789917 tea,GUF,-0.0 tea,GUY,7.5 @@ -5266,7 +5266,7 @@ tea,HND,-1.622299611568451 tea,HRV,-0.0 tea,IDN,1.9280319809913635 tea,IND,4.118756294250488 -tea,IRN,3.284339189529419 +tea,IRN,3.293737530708313 tea,JPN,-7.5 tea,KEN,-7.5 tea,KHM,-0.5314709097146988 @@ -5284,7 +5284,7 @@ tea,MYS,0.9520937204360962 tea,NGA,7.5 tea,NPL,2.3863542079925537 tea,PAN,7.5 -tea,PER,0.8766741454601288 +tea,PER,0.8764451742172241 tea,PNG,2.540162682533264 tea,PRY,0.09399520605802536 tea,RUS,-4.887292861938477 @@ -5297,7 +5297,7 @@ tea,THA,-0.8766462504863739 tea,TLS,3.2436299920082092 tea,TUR,-4.172898769378662 tea,TWN,0.12510744109749794 -tea,TZA,1.3460158109664917 +tea,TZA,1.2853182554244995 tea,UGA,5.701246738433838 tea,URY,2.479839324951172 tea,VEN,7.5 @@ -5308,35 +5308,35 @@ tea,ZWE,1.0640369653701782 tomato,AFG,-7.5 tomato,AGO,-7.5 tomato,ALB,-7.5 -tomato,ARE,-5.928670883178711 +tomato,ARE,-5.929227352142334 tomato,ARG,-7.5 -tomato,ARM,-2.2727038860321045 +tomato,ARM,-2.2730510234832764 tomato,ATG,-0.0 tomato,AUS,-7.5 tomato,AUT,-3.75 tomato,AZE,-7.5 tomato,BDI,-7.5 tomato,BEL,-3.75 -tomato,BEN,-1.909310758113861 +tomato,BEN,-1.90939599275589 tomato,BFA,-7.5 -tomato,BGD,-0.375543974339962 +tomato,BGD,-0.37569835036993027 tomato,BGR,-7.5 -tomato,BHS,-2.9444785118103027 -tomato,BIH,-5.532538414001465 +tomato,BHS,-2.9451358318328857 +tomato,BIH,-5.532698631286621 tomato,BLR,-7.5 -tomato,BLZ,-7.246235370635986 -tomato,BOL,-0.6255947947502136 +tomato,BLZ,-7.246352434158325 +tomato,BOL,-0.6258140206336975 tomato,BRA,-7.5 tomato,BRB,-7.5 tomato,BRN,-7.5 -tomato,BTN,-1.078811228275299 +tomato,BTN,-1.0788613855838776 tomato,BWA,-7.5 tomato,CAF,7.5 -tomato,CAN,-2.6451125144958496 +tomato,CAN,-2.680430769920349 tomato,CHE,-7.5 tomato,CHL,-7.5 tomato,CHN,-7.5 -tomato,CIV,-3.8386088609695435 +tomato,CIV,-3.838693141937256 tomato,CMR,-7.5 tomato,COD,-7.5 tomato,COG,-7.5 @@ -5353,18 +5353,18 @@ tomato,DNK,7.5 tomato,DOM,-7.5 tomato,DZA,-7.5 tomato,ECU,-7.5 -tomato,EGY,-1.505592942237854 +tomato,EGY,-1.505820095539093 tomato,ERI,-3.75 -tomato,ESP,-0.14651678502559662 +tomato,ESP,-0.1477164924144745 tomato,EST,-0.0 -tomato,ETH,-1.2477747201919556 +tomato,ETH,-1.2478105425834656 tomato,FIN,-7.5 -tomato,FJI,-7.372045278549194 +tomato,FJI,-7.37212061882019 tomato,FRA,-7.5 tomato,GAB,-7.5 tomato,GBR,-7.5 -tomato,GEO,-1.9398113489151 -tomato,GHA,-5.005348443984985 +tomato,GEO,-1.9399202466011047 +tomato,GHA,-5.035014629364014 tomato,GIN,-3.75 tomato,GMB,-7.5 tomato,GNB,7.5 @@ -5378,56 +5378,56 @@ tomato,HND,-7.5 tomato,HRV,-7.5 tomato,HTI,-7.5 tomato,HUN,-7.5 -tomato,IDN,-6.229624271392822 +tomato,IDN,-6.22969913482666 tomato,IND,-7.5 -tomato,IRN,-0.23197424411773682 -tomato,IRQ,-1.396009385585785 +tomato,IRN,-0.23222653567790985 +tomato,IRQ,-1.3962337374687195 tomato,ISR,-7.5 tomato,ITA,-7.5 tomato,JAM,-7.5 -tomato,JOR,4.650860071182251 +tomato,JOR,4.650279521942139 tomato,JPN,-7.5 tomato,KAZ,-7.5 -tomato,KEN,-4.047902345657349 -tomato,KGZ,-7.197674751281738 +tomato,KEN,-4.048299789428711 +tomato,KGZ,-7.197751045227051 tomato,KHM,-3.75 -tomato,KOR,-5.992538928985596 +tomato,KOR,-5.992833614349365 tomato,LAO,-7.5 tomato,LBN,-7.5 tomato,LBR,-7.5 tomato,LBY,-7.5 -tomato,LKA,-3.27603542804718 -tomato,LSO,-5.444462299346924 +tomato,LKA,-3.276155710220337 +tomato,LSO,-5.445026397705078 tomato,LTU,-7.5 tomato,LUX,-3.75 -tomato,LVA,-7.421118259429932 -tomato,MAR,-2.8563719987869263 -tomato,MDA,1.740979015827179 +tomato,LVA,-7.421269655227661 +tomato,MAR,-2.8507200479507446 +tomato,MDA,1.7408584356307983 tomato,MDG,-7.5 tomato,MEX,-7.5 -tomato,MKD,-5.486315965652466 -tomato,MLI,-7.155513763427734 +tomato,MKD,-5.48655378818512 +tomato,MLI,-7.155633926391602 tomato,MLT,-7.5 tomato,MMR,-7.5 tomato,MNE,-7.5 tomato,MNG,-0.0 tomato,MOZ,-7.5 tomato,MUS,-7.5 -tomato,MWI,-5.615180730819702 +tomato,MWI,-5.615365505218506 tomato,MYS,-3.75 tomato,NAM,-7.5 -tomato,NER,-0.6562777161598206 +tomato,NER,-0.6565294563770294 tomato,NGA,-7.5 tomato,NIC,-7.5 tomato,NLD,-7.5 tomato,NOR,-0.0 tomato,NPL,-7.5 -tomato,NZL,-4.893571257591248 +tomato,NZL,-4.893394470214844 tomato,OMN,-7.5 -tomato,PAK,-1.0231562852859497 +tomato,PAK,-1.0232273936271667 tomato,PAN,-7.5 tomato,PER,-0.0 -tomato,PHL,-3.101489782333374 +tomato,PHL,-3.101590633392334 tomato,PNG,-7.5 tomato,POL,-7.5 tomato,PRI,-7.5 @@ -5436,14 +5436,14 @@ tomato,PRY,-7.5 tomato,PSE,-7.5 tomato,ROU,-7.5 tomato,RUS,-7.5 -tomato,RWA,-3.1195030212402344 +tomato,RWA,-3.119565486907959 tomato,SAU,-7.5 tomato,SDN,-7.5 -tomato,SEN,-4.37800657749176 +tomato,SEN,-4.378111124038696 tomato,SLE,-7.5 -tomato,SLV,-7.166978120803833 +tomato,SLV,-7.167279005050659 tomato,SOM,-7.5 -tomato,SRB,-2.302497923374176 +tomato,SRB,-2.3027424216270447 tomato,SSD,-7.5 tomato,SUR,-7.5 tomato,SVK,-7.5 @@ -5452,425 +5452,425 @@ tomato,SWE,-7.5 tomato,SWZ,-7.5 tomato,SYR,-7.5 tomato,TCD,-7.5 -tomato,TGO,-1.2967983484268188 -tomato,THA,-4.726319313049316 +tomato,TGO,-1.2968389987945557 +tomato,THA,-4.726454257965088 tomato,TJK,-7.5 tomato,TKM,-7.5 -tomato,TLS,-2.026857614517212 +tomato,TLS,-2.026918351650238 tomato,TTO,-7.5 -tomato,TUN,4.164569020271301 -tomato,TUR,-5.318279266357422 +tomato,TUN,4.178175091743469 +tomato,TUR,-5.318879127502441 tomato,TWN,-7.5 -tomato,TZA,-0.7131596803665161 +tomato,TZA,-0.7132599651813507 tomato,UGA,-7.5 -tomato,UKR,7.284955024719238 +tomato,UKR,7.284968376159668 tomato,URY,-7.5 tomato,USA,-7.5 tomato,UZB,-7.5 tomato,VEN,-7.5 tomato,VNM,-7.5 -tomato,YEM,-5.834274053573608 +tomato,YEM,-5.834411382675171 tomato,ZAF,-7.5 -tomato,ZMB,-2.3540090322494507 -tomato,ZWE,-3.9345903396606445 +tomato,ZMB,-2.354095220565796 +tomato,ZWE,-3.934759497642517 watermelon,AFG,-2.574960231781006 watermelon,AGO,-0.0 -watermelon,ALB,2.075734853744507 -watermelon,ARG,3.5657224655151367 -watermelon,ATG,-4.523897409439087 +watermelon,ALB,2.056671619415283 +watermelon,ARG,3.655341148376465 +watermelon,ATG,-4.515852689743042 watermelon,AUS,-7.5 -watermelon,AZE,5.432509660720825 +watermelon,AZE,5.457968711853027 watermelon,BDI,-0.0 watermelon,BEN,-0.0 watermelon,BFA,-0.0 watermelon,BGD,-0.0 watermelon,BGR,-0.0 watermelon,BHS,-0.0 -watermelon,BIH,-0.4913305640220642 -watermelon,BLZ,-2.3443217277526855 -watermelon,BOL,0.8736466765403748 -watermelon,BRA,3.7866098880767822 +watermelon,BIH,-0.4774465262889862 +watermelon,BLZ,-2.338963031768799 +watermelon,BOL,0.8866807818412781 +watermelon,BRA,3.809798002243042 watermelon,BRB,-0.0 watermelon,BTN,7.5 -watermelon,BWA,0.6326888371258974 +watermelon,BWA,0.6567663084715605 watermelon,CAF,-0.0 -watermelon,CHL,0.331685870885849 +watermelon,CHL,0.3671286106109619 watermelon,CHN,-7.3488969802856445 watermelon,CIV,-0.0 -watermelon,CMR,-4.8426032066345215 +watermelon,CMR,-4.689870595932007 watermelon,COD,-0.0 watermelon,COG,-0.0 -watermelon,COL,2.3393189907073975 +watermelon,COL,2.362154960632324 watermelon,COM,-0.0 watermelon,CPV,-7.5 -watermelon,CRI,0.6470394730567932 -watermelon,CUB,-2.296638011932373 -watermelon,CYP,-3.8598817586898804 +watermelon,CRI,0.6862086057662964 +watermelon,CUB,-2.282115936279297 +watermelon,CYP,-3.842880129814148 watermelon,DOM,-7.5 -watermelon,DZA,0.5141026973724365 -watermelon,ECU,-2.8360843658447266 -watermelon,EGY,-1.7246053814888 +watermelon,DZA,0.5535078942775726 +watermelon,ECU,-2.823923349380493 +watermelon,EGY,-1.691318690776825 watermelon,ERI,-0.0 watermelon,ESP,-7.5 watermelon,ETH,-0.0 watermelon,FJI,-7.5 -watermelon,FRA,0.3750508725643158 +watermelon,FRA,0.39821600914001465 watermelon,GAB,-0.0 -watermelon,GEO,-0.6862759292125702 +watermelon,GEO,-0.6785793602466583 watermelon,GHA,-0.0 -watermelon,GIN,-5.155868291854858 +watermelon,GIN,-5.150207042694092 watermelon,GMB,-0.0 watermelon,GNB,-0.0 -watermelon,GRC,2.501931667327881 -watermelon,GTM,0.8385482430458069 +watermelon,GRC,2.54660964012146 +watermelon,GTM,0.8630794286727905 watermelon,GUF,-0.0 watermelon,GUY,-7.5 watermelon,HND,-7.5 -watermelon,HRV,-2.668400287628174 +watermelon,HRV,-2.658686876296997 watermelon,HTI,-0.0 watermelon,IDN,1.9798773527145386 watermelon,IND,-2.1139591932296753 -watermelon,IRN,4.505133390426636 -watermelon,IRQ,-1.04517662525177 -watermelon,ISR,-0.3505546972155571 -watermelon,ITA,2.2972904443740845 +watermelon,IRN,4.527694463729858 +watermelon,IRQ,-1.0340288877487183 +watermelon,ISR,-0.31380508840084076 +watermelon,ITA,2.3268918991088867 watermelon,JAM,-7.5 -watermelon,JOR,-3.621855854988098 +watermelon,JOR,-3.5922728776931763 watermelon,JPN,-7.5 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-wheat,ECU,-0.3993295878171921 -wheat,EGY,-0.3908762037754059 -wheat,ERI,-0.6805936992168427 -wheat,ESP,-0.15849139168858528 -wheat,EST,0.10260579735040665 -wheat,ETH,-0.4330073446035385 -wheat,FIN,-0.08320851251482964 -wheat,FRA,0.27675577998161316 -wheat,GBR,-0.5755269825458527 -wheat,GEO,-0.19375453889369965 -wheat,GRC,-0.2434144988656044 +wheat,DEU,0.06146576814353466 +wheat,DNK,-0.09724382869899273 +wheat,DZA,0.043497029691934586 +wheat,ECU,-0.40816889703273773 +wheat,EGY,-0.4370906949043274 +wheat,ERI,-0.6831961572170258 +wheat,ESP,-0.17250028997659683 +wheat,EST,0.0768374502658844 +wheat,ETH,-0.44267605245113373 +wheat,FIN,-0.10109666548669338 +wheat,FRA,0.237620048224926 +wheat,GBR,-0.5895346850156784 +wheat,GEO,-0.19994783401489258 +wheat,GRC,-0.257077656686306 wheat,GTM,7.5 -wheat,HND,-0.7937738597393036 -wheat,HRV,-3.358832761645317 -wheat,HUN,0.5336965173482895 -wheat,IND,-0.10517158731818199 -wheat,IRL,0.08463490381836891 -wheat,IRN,-0.166143000125885 -wheat,IRQ,-0.6197327971458435 -wheat,ISR,0.38860630989074707 -wheat,ITA,-0.31793929636478424 -wheat,JOR,-0.16871953755617142 -wheat,JPN,2.2854888439178467 -wheat,KAZ,-0.024705398827791214 -wheat,KEN,-0.5767645835876465 -wheat,KGZ,-0.22496607154607773 -wheat,KOR,0.3601321056485176 +wheat,HND,-0.7945981919765472 +wheat,HRV,-3.3399939835071564 +wheat,HUN,0.4953981190919876 +wheat,IND,-0.16249989718198776 +wheat,IRL,0.04707819223403931 +wheat,IRN,-0.17864173650741577 +wheat,IRQ,-0.6313414871692657 +wheat,ISR,0.3760782480239868 +wheat,ITA,-0.3351447433233261 +wheat,JOR,-0.18325237557291985 +wheat,JPN,2.258570075035095 +wheat,KAZ,-0.029510976746678352 +wheat,KEN,-0.5824687778949738 +wheat,KGZ,-0.23113998770713806 +wheat,KOR,0.3320830464363098 wheat,LAO,7.5 -wheat,LBN,-0.22244959697127342 -wheat,LBY,-0.44914692640304565 -wheat,LSO,-0.03335542976856232 -wheat,LTU,0.08188305050134659 -wheat,LUX,0.32963046431541443 -wheat,LVA,0.16464031487703323 -wheat,MAR,-0.039523400366306305 -wheat,MDA,0.3903193473815918 -wheat,MDG,-0.37622158229351044 -wheat,MEX,-0.4228363037109375 -wheat,MKD,0.3132145330309868 -wheat,MLI,-0.11514537036418915 -wheat,MLT,-0.4485737159848213 -wheat,MMR,-0.47114312648773193 -wheat,MNE,-0.039428441785275936 +wheat,LBN,-0.2367483526468277 +wheat,LBY,-0.45735201239585876 +wheat,LSO,-0.037435177713632584 +wheat,LTU,0.056646715849637985 +wheat,LUX,0.30884167551994324 +wheat,LVA,0.13514244183897972 +wheat,MAR,-0.049732793122529984 +wheat,MDA,0.3674754798412323 +wheat,MDG,-0.3870868384838104 +wheat,MEX,-0.4233967065811157 +wheat,MKD,0.28750303387641907 +wheat,MLI,-0.1321994960308075 +wheat,MLT,-0.47997692227363586 +wheat,MMR,-0.4789235591888428 +wheat,MNE,-0.030985641293227673 wheat,MNG,-0.0 -wheat,MOZ,-0.3078860938549042 -wheat,MRT,-0.25512848794460297 -wheat,MWI,3.468247711658478 -wheat,NAM,-0.3269561231136322 -wheat,NER,0.10408022627234459 -wheat,NGA,-0.47741180658340454 +wheat,MOZ,-0.31441590189933777 +wheat,MRT,-0.2650768905878067 +wheat,MWI,3.4656397104263306 +wheat,NAM,-0.3564198315143585 +wheat,NER,0.08608170226216316 +wheat,NGA,-0.48570796847343445 wheat,NIC,7.5 -wheat,NLD,-0.19499897211790085 -wheat,NOR,-1.0815427899360657 -wheat,NPL,-0.14805137366056442 -wheat,NZL,-0.45445626974105835 -wheat,OMN,-3.6807940006256104 -wheat,PAK,-0.04593502916395664 -wheat,PER,0.023992961272597313 -wheat,POL,-0.011309084948152304 -wheat,PRT,0.03569360822439194 -wheat,PRY,0.026283565908670425 -wheat,PSE,-0.4181012064218521 -wheat,ROU,0.030997661873698235 -wheat,RUS,-0.01403923612087965 -wheat,RWA,-0.3209027349948883 -wheat,SAU,-1.6517080068588257 -wheat,SDN,-0.4546795189380646 +wheat,NLD,-0.2250140756368637 +wheat,NOR,-1.0904555320739746 +wheat,NPL,-0.17205628752708435 +wheat,NZL,-0.49152520298957825 +wheat,OMN,-3.6952767372131348 +wheat,PAK,-0.05877101607620716 +wheat,PER,0.02155500091612339 +wheat,POL,-0.042713576927781105 +wheat,PRT,0.021341145038604736 +wheat,PRY,0.01435066293925047 +wheat,PSE,-0.43213869631290436 +wheat,ROU,0.00982198677957058 +wheat,RUS,-0.02979247085750103 +wheat,RWA,-0.3255007266998291 +wheat,SAU,-1.6884305477142334 +wheat,SDN,-0.4626317620277405 wheat,SLV,7.5 -wheat,SOM,-0.6730930805206299 -wheat,SRB,0.25228816270828247 -wheat,SSD,-0.10703384131193161 -wheat,SVK,0.10103224590420723 -wheat,SVN,0.12057234346866608 -wheat,SWE,-0.5114003866910934 -wheat,SWZ,-0.33009272813796997 -wheat,SYR,-0.24034865200519562 -wheat,TCD,-4.061595261096954 +wheat,SOM,-0.6744928359985352 +wheat,SRB,0.224831260740757 +wheat,SSD,-0.11229822784662247 +wheat,SVK,0.0744379535317421 +wheat,SVN,0.10567400604486465 +wheat,SWE,-0.527667447924614 +wheat,SWZ,-0.33985480666160583 +wheat,SYR,-0.23964524269104004 +wheat,TCD,-4.063993513584137 wheat,THA,7.5 -wheat,TJK,-0.2072129249572754 -wheat,TKM,-0.4069984257221222 -wheat,TUN,-0.2059165984392166 -wheat,TUR,0.19364532083272934 -wheat,TWN,-0.3833581507205963 -wheat,TZA,-0.17928141355514526 -wheat,UGA,0.03254390321671963 -wheat,UKR,-0.012617677450180054 -wheat,URY,0.08313551917672157 -wheat,USA,0.17730778455734253 -wheat,UZB,-0.5695970952510834 -wheat,VEN,0.04561551660299301 -wheat,VNM,-0.2147604376077652 -wheat,YEM,-0.34837374091148376 -wheat,ZAF,-0.39297154545783997 -wheat,ZMB,0.5700001418590546 -wheat,ZWE,4.354022741317749 +wheat,TJK,-0.21387455612421036 +wheat,TKM,-0.39547473192214966 +wheat,TUN,-0.22220614552497864 +wheat,TUR,0.17542799562215805 +wheat,TWN,-0.392752081155777 +wheat,TZA,-0.18365294486284256 +wheat,UGA,0.024472867138683796 +wheat,UKR,-0.03636179491877556 +wheat,URY,0.06285959854722023 +wheat,USA,0.1398409754037857 +wheat,UZB,-0.577787458896637 +wheat,VEN,0.021448146551847458 +wheat,VNM,-0.2271338403224945 +wheat,YEM,-0.3557248115539551 +wheat,ZAF,-0.4014160931110382 +wheat,ZMB,0.5798231363296509 +wheat,ZWE,4.354840040206909 white-potato,AFG,-6.393143653869629 white-potato,AGO,-6.841919422149658 white-potato,ALB,-7.264606952667236 @@ -5886,12 +5886,12 @@ white-potato,BEL,-4.0044883489608765 white-potato,BEN,-0.0 white-potato,BFA,-7.010142803192139 white-potato,BGD,-2.4241175651550293 -white-potato,BGR,-2.686634659767151 +white-potato,BGR,-2.6825472116470337 white-potato,BHS,-7.29744553565979 -white-potato,BIH,-2.897777795791626 +white-potato,BIH,-2.867558479309082 white-potato,BLR,-2.54943311214447 white-potato,BLZ,-7.497157335281372 -white-potato,BOL,-1.4480978846549988 +white-potato,BOL,-1.4339646100997925 white-potato,BRA,-7.5 white-potato,BRB,-6.219797849655151 white-potato,BRN,-7.5 @@ -5903,7 +5903,7 @@ white-potato,CHE,-7.5 white-potato,CHL,-7.245083332061768 white-potato,CHN,-3.8146637678146362 white-potato,CIV,-7.168732404708862 -white-potato,CMR,-6.78924560546875 +white-potato,CMR,-6.735185146331787 white-potato,COD,-7.022324562072754 white-potato,COG,-6.830710411071777 white-potato,COL,-4.8368024826049805 @@ -5913,7 +5913,7 @@ white-potato,CRI,-7.5 white-potato,CUB,-6.369812965393066 white-potato,CYP,-7.21358060836792 white-potato,CZE,-4.611122369766235 -white-potato,DEU,-5.770323038101196 +white-potato,DEU,-5.746630430221558 white-potato,DNK,-7.5 white-potato,DOM,-7.5 white-potato,DZA,-7.5 @@ -5926,7 +5926,7 @@ white-potato,ETH,-1.2534708380699158 white-potato,FIN,-3.849483847618103 white-potato,FRA,-7.5 white-potato,GAB,-7.155115604400635 -white-potato,GBR,-7.2632670402526855 +white-potato,GBR,-7.258223533630371 white-potato,GEO,-1.8880541324615479 white-potato,GHA,-7.163826942443848 white-potato,GIN,-7.033018112182617 @@ -5939,7 +5939,7 @@ white-potato,GTM,-5.6137378215789795 white-potato,GUF,-7.5 white-potato,GUY,-0.0 white-potato,HND,-7.5 -white-potato,HRV,-5.507160663604736 +white-potato,HRV,-5.4744120836257935 white-potato,HTI,-7.0197436809539795 white-potato,HUN,-5.872966766357422 white-potato,IDN,-7.5 @@ -5966,7 +5966,7 @@ white-potato,LSO,-5.600287437438965 white-potato,LTU,-2.524275541305542 white-potato,LUX,-6.511128187179565 white-potato,LVA,-1.8572805523872375 -white-potato,MAR,-4.713403701782227 +white-potato,MAR,-4.707191228866577 white-potato,MDA,-0.6366569101810455 white-potato,MDG,-6.882185935974121 white-potato,MEX,-7.5 @@ -5975,7 +5975,7 @@ white-potato,MLI,-7.5 white-potato,MLT,-6.6880738735198975 white-potato,MMR,-6.428844928741455 white-potato,MNE,-6.261907577514648 -white-potato,MNG,-2.45182204246521 +white-potato,MNG,-2.4467685222625732 white-potato,MOZ,-7.5 white-potato,MRT,-7.5 white-potato,MUS,-7.5 @@ -5992,15 +5992,15 @@ white-potato,NZL,-3.8746185302734375 white-potato,OMN,-7.5 white-potato,PAK,-2.7640929222106934 white-potato,PAN,-7.5 -white-potato,PER,-3.6559057235717773 +white-potato,PER,-3.6561347246170044 white-potato,PHL,-7.5 white-potato,PNG,-7.5 -white-potato,POL,-1.6355042457580566 +white-potato,POL,-1.6287431120872498 white-potato,PRI,-7.5 white-potato,PRT,-4.921069145202637 white-potato,PRY,-3.407722234725952 white-potato,PSE,-7.5 -white-potato,ROU,-4.7422215938568115 +white-potato,ROU,-4.731249570846558 white-potato,RUS,-2.2313621044158936 white-potato,RWA,-1.9180638790130615 white-potato,SAU,-7.5 @@ -6010,7 +6010,7 @@ white-potato,SLB,-6.2408552169799805 white-potato,SLE,-6.803419589996338 white-potato,SLV,-7.5 white-potato,SOM,-6.6230995655059814 -white-potato,SRB,-3.5261123180389404 +white-potato,SRB,-3.4894628524780273 white-potato,SSD,-6.914227724075317 white-potato,SUR,-7.5 white-potato,SVK,-5.829258918762207 @@ -6025,7 +6025,7 @@ white-potato,TJK,-3.0217273235321045 white-potato,TKM,-6.739927768707275 white-potato,TLS,-0.6238982975482941 white-potato,TTO,-7.086574077606201 -white-potato,TUN,-2.897592782974243 +white-potato,TUN,-2.888601303100586 white-potato,TUR,-5.6321704387664795 white-potato,TWN,-6.001934766769409 white-potato,TZA,-0.8605552315711975 @@ -6037,7 +6037,7 @@ white-potato,UZB,-5.398216247558594 white-potato,VEN,-5.93286395072937 white-potato,VNM,-6.441448926925659 white-potato,YEM,-7.5 -white-potato,ZAF,-6.789102554321289 +white-potato,ZAF,-6.796111106872559 white-potato,ZMB,-7.5 white-potato,ZWE,-7.5 yam,AFG,7.5 @@ -6053,13 +6053,13 @@ yam,BOL,-5.195361614227295 yam,BRA,-3.122835397720337 yam,BRB,-7.5 yam,BRN,-5.194641351699829 -yam,BTN,-4.877562522888184 +yam,BTN,-4.878198146820068 yam,BWA,-4.229184150695801 yam,CAF,-3.970792531967163 yam,CHL,-0.0 yam,CHN,-0.493214949965477 yam,CIV,-0.6973100304603577 -yam,CMR,-3.104656934738159 +yam,CMR,-2.944019317626953 yam,COD,-4.217174291610718 yam,COG,-4.213520526885986 yam,COL,-0.8940050601959229 @@ -6090,7 +6090,7 @@ yam,IND,-0.9660604596138 yam,IRN,-0.0 yam,ISR,-0.9411650002002716 yam,JAM,-7.5 -yam,JOR,4.40989077091217 +yam,JOR,4.410235643386841 yam,JPN,-7.5 yam,KEN,-1.518750011920929 yam,KHM,-2.45957350730896 @@ -6108,13 +6108,13 @@ yam,MOZ,-3.857971429824829 yam,MRT,-6.378927946090698 yam,MUS,-3.4608681201934814 yam,MWI,-0.0 -yam,MYS,-2.704085350036621 +yam,MYS,-2.712084650993347 yam,NAM,-2.9809781312942505 yam,NER,-5.315751314163208 yam,NGA,-2.7895864248275757 yam,NIC,-2.3203004598617554 yam,NPL,-5.003742456436157 -yam,PAK,1.0892291069030762 +yam,PAK,1.1071614027023315 yam,PAN,-3.215519905090332 yam,PER,-3.7270339727401733 yam,PHL,-1.6030202507972717 @@ -6125,7 +6125,7 @@ yam,PSE,-1.4634703397750854 yam,RWA,-0.815086305141449 yam,SAU,-0.0 yam,SDN,-5.74127721786499 -yam,SEN,-2.1293981075286865 +yam,SEN,-2.1270827054977417 yam,SLB,-1.7412835955619812 yam,SLE,-5.370323419570923 yam,SLV,2.7297595739364624 @@ -6137,7 +6137,7 @@ yam,SWZ,-3.945995330810547 yam,SYR,-1.946508526802063 yam,TCD,-4.010426998138428 yam,TGO,-1.077474057674408 -yam,THA,-1.770674705505371 +yam,THA,-1.7781106233596802 yam,TLS,-5.455284118652344 yam,TTO,-7.5 yam,TWN,-2.3733160495758057 diff --git a/data/curated/calibration/default/deviation_penalty.yaml b/data/curated/calibration/default/deviation_penalty.yaml index aa86ee9f..1142d4a3 100644 --- a/data/curated/calibration/default/deviation_penalty.yaml +++ b/data/curated/calibration/default/deviation_penalty.yaml @@ -14,9 +14,9 @@ components: - grassland - feed l1_costs: - cropland: 1.6000131138497027 - grassland: 0.15162800698265483 - feed: 0.07350089094630664 + cropland: 1.5459887312029164 + grassland: 0.15340642360481832 + feed: 0.07246225004956612 iterations: 8 converged: false -final_residual_log_inf: 0.02362323567556563 +final_residual_log_inf: 0.02760175777822812 diff --git a/data/curated/calibration/default/exogenous_feed.csv b/data/curated/calibration/default/exogenous_feed.csv index a71d0a94..048f9302 100644 --- a/data/curated/calibration/default/exogenous_feed.csv +++ b/data/curated/calibration/default/exogenous_feed.csv @@ -19,7 +19,7 @@ BTN,0.0,0.0,0.032702 BWA,0.0,0.0,0.803633 CAF,0.0,0.0,3.145721 CHL,0.0,0.0,1.174709 -CHN,26.864496,8.937976,0.0 +CHN,26.86491,8.937976,0.0 CMR,0.0,0.0,1.961351 COG,0.0,0.0,0.10183 COL,0.0,0.0,4.952398 @@ -49,12 +49,12 @@ JAM,0.0,0.0,0.181489 JOR,0.0,0.0,0.90952 JPN,2.136678,1.221458,1.323049 KEN,0.0,0.0,8.553256 -KHM,0.0,0.062052,0.0 +KHM,0.0,0.06209,0.0 KOR,2.700713,0.374992,2.658246 LAO,0.0,0.045429,0.0 LBN,0.0,0.0,0.255602 LBY,0.0,0.0,0.793355 -LKA,0.0,0.031254,0.0 +LKA,0.0,0.03128,0.0 LSO,0.0,0.0,0.093215 MAR,0.0,0.0,5.567759 MEX,0.0,0.0,2.591533 @@ -68,12 +68,12 @@ NER,0.0,0.0,1.711398 NIC,0.0,0.0,1.291705 NLD,0.0,0.0,0.117066 NPL,0.0,0.0,15.855976 -NZL,0.0,0.844478,0.0 +NZL,0.0,0.844472,0.0 OMN,0.0,0.0,1.601173 PAK,0.0,11.805126,166.893402 PAN,0.0,0.0,0.335515 PER,0.0,0.0,0.827014 -PHL,0.443097,0.297524,0.0 +PHL,0.390916,0.297524,0.0 PRI,0.0,0.0,0.093587 PRY,0.0,0.0,0.155431 PSE,0.0,0.0,0.253434 @@ -94,12 +94,12 @@ TLS,0.009341,0.01037,0.067521 TTO,0.0,0.0,0.00687 TUN,0.0,0.0,1.242337 TUR,0.0,0.0,1.66396 -TWN,1.303451,0.00074,0.0 +TWN,1.304191,0.0,0.0 TZA,0.0,0.0,9.637837 UGA,0.0,0.0,3.557199 URY,0.0,0.0,2.438584 VEN,0.0,0.0,3.763237 -VNM,2.271382,0.832676,0.0 +VNM,2.271476,0.832676,0.0 YEM,0.0,0.0,3.183531 ZAF,0.0,0.0,5.481237 ZMB,0.0,0.0,2.941371 diff --git a/data/curated/calibration/default/exogenous_forage.csv b/data/curated/calibration/default/exogenous_forage.csv index 5d8a41de..43c95ec4 100644 --- a/data/curated/calibration/default/exogenous_forage.csv +++ b/data/curated/calibration/default/exogenous_forage.csv @@ -81,7 +81,7 @@ IRL,0.0 IRN,0.0 IRQ,0.0 ISL,0.0 -ISR,0.0 +ISR,1.08795 ITA,0.0 JAM,0.0 JOR,0.0 @@ -92,7 +92,7 @@ KGZ,0.0 KHM,0.0 KOR,5.329263 LAO,0.0 -LBN,0.0 +LBN,0.457826 LBR,0.0 LBY,0.0 LKA,0.0 @@ -137,7 +137,7 @@ PSE,0.0 ROU,0.0 RUS,0.0 RWA,0.0 -SAU,0.981909 +SAU,3.272879 SDN,0.0 SEN,0.0 SLB,0.0 diff --git a/data/curated/calibration/default/food_demand.csv b/data/curated/calibration/default/food_demand.csv index 838aeb76..3f6e88c5 100644 --- a/data/curated/calibration/default/food_demand.csv +++ b/data/curated/calibration/default/food_demand.csv @@ -1,8 +1,8 @@ food,multiplier,net_slack_mt,consumption_mt apple,0.8654283599431496,16.028387761252816,119.10672824141511 banana,1.0,0.0,83.86400781446719 -barley-hulled,1.0,0.0,3.394025166120855 -buckwheat,0.5,3.2981354128501152,6.060888907615208 +barley-hulled,1.0,0.0,3.253890523653581 +buckwheat,0.5,3.3966501390468693,6.1594035631515 cabbage,0.7855264912178118,63.56243884723517,296.3649879565637 carrot,0.7865465876700821,33.880798760816106,158.72690153319854 cassava,1.0,0.0,146.6446998956235 @@ -18,35 +18,36 @@ dairy,0.9938007550182093,4.873464077711105,786.1383268488571 dairy-buffalo,1.0009651107745667,-0.13280630613993882,137.60731891069736 dry-pea,1.0,0.0,5.687653609949848 eggs,1.0,0.0,82.1042355971731 -flour-white,1.0,0.0,325.9317221327219 -flour-wholemeal,1.0,0.0,51.86023051282973 -foxtail-millet,1.0,0.0,3.9923812641500263 +flour-white,1.0,0.0,347.38782905065455 +flour-wholemeal,1.0,0.0,50.346086372068385 +foxtail-millet,1.0,0.0,3.953663473526831 gram,0.7969112725607213,2.233302548617303,10.996683945863197 groundnut,1.0,0.0,19.555445860052714 groundnut-oil,1.0,0.0,2.9765150743314734 -maize,1.0,0.0,145.23005755046324 +maize,1.0,0.0,79.69311876189386 +maize-whole,1.0,0.0,25.586701501182915 mango,0.6362446439942644,28.654200031810433,78.77327318682455 meat-cattle,0.952400557178112,2.308293342590332,48.49412526166998 meat-chicken,0.9895527158773688,0.8225271608680487,78.7311947500566 meat-pig,1.0184832063942477,-1.3977279365062714,75.62150779971125 meat-sheep,1.0872487686362589,-0.8913660735124722,10.21637425312656 -oat,1.0,0.0,1.2681771293066504 +oat,1.0,0.0,1.3828901525578203 olive-oil,1.1170134510333023,-0.515859653824009,4.40855003650131 onion,0.7933623085725866,73.34015701734461,354.92148847930366 palm-oil,1.0,0.0,27.267514950561235 -pearl-millet,1.0,0.0,3.9923812641500263 +pearl-millet,1.0,0.0,3.953663473526831 phaseolus-bean,1.0,0.0,19.357075008662832 pigeon-pea,1.0,0.0,0.5646468485849709 plantain,0.7299339839906631,8.375606859240179,31.013183306079554 potato,1.0,0.0,221.53952335636131 rapeseed-oil,1.0,0.0,11.607539789480597 rendered-fat,1.0,0.0,7.868158038405454 -rice-brown,1.0,0.0,48.25430652747309 -rice-white,1.0,0.0,396.68971105018863 -rye,1.0,0.0,1.3160487005452524 +rice-brown,1.0,0.0,44.883722180791665 +rice-white,1.0,0.0,418.6707036354928 +rye,1.0,0.0,1.2132170887243774 sesame-oil,1.0,0.0,1.0742609339886258 sesame-seed,1.0,0.0,2.324006459434031 -sorghum,1.0,0.0,13.855257002680446 +sorghum,1.0,0.0,14.326657397919917 soy,1.0,0.0,12.341748054756863 soybean-oil,1.0,0.0,28.59252351838495 sugar,1.0,0.0,142.7356754541397 @@ -56,4 +57,4 @@ sweet-potato,1.0,0.0,45.579975634080256 tea-dried,0.9839926829455669,0.10682958776851592,6.673797201944581 tomato,0.8109165321283277,30.350085220447,160.51157492544553 watermelon,0.9357314237804649,4.609115598845165,71.71647280781326 -yam,0.9337863014739,2.2956113516147525,34.66973455213156 +yam,0.9337863221044512,2.295610636359015,34.66973455213156 diff --git a/data/curated/calibration/default/grassland_cost.csv b/data/curated/calibration/default/grassland_cost.csv index b40ec530..9e7d3b91 100644 --- a/data/curated/calibration/default/grassland_cost.csv +++ b/data/curated/calibration/default/grassland_cost.csv @@ -5,33 +5,33 @@ ALB,-0.1705925464630127 ARE,-0.0 ARG,-0.21808408945798874 ARM,-0.0 -ATG,0.04392857477068901 +ATG,0.027693716809153557 AUS,-0.09140718728303909 AUT,1.2174659058672432e-09 -AZE,1.243560791015625 +AZE,1.2159249186515808 BDI,-1.1082043727128621e-08 BEL,0.08367127552628517 -BEN,4.138646721839905 -BFA,1.9054945707321167 +BEN,4.026146411895752 +BFA,1.8534334897994995 BGD,1.418456463397888e-08 -BGR,-0.28112442791461945 +BGR,-0.28153055906295776 BHS,-0.0316774295642972 -BIH,-0.43647024035453796 +BIH,-0.43660712242126465 BLR,-0.0 BLZ,-0.7379351556301117 BOL,-0.5958932638168335 BRA,-0.3751921057701111 -BRB,1.1941253542900085 +BRB,1.1598076224327087 BRN,-2.138270405183107e-08 -BTN,-0.2803678661584854 +BTN,-0.2803415209054947 BWA,-0.0 -CAF,-0.4648502320051193 -CAN,-0.21149776130914688 +CAF,1.7174211219828095e-09 +CAN,-0.21226748079061508 CHE,-0.0 CHL,-0.0009876639232970774 -CHN,-8.477159418873725e-09 -CIV,-0.4562175124883652 -CMR,5.61368989944458 +CHN,-0.0 +CIV,-0.4619264155626297 +CMR,5.466359615325928 COD,-0.8133789598941803 COG,-0.8903338015079498 COL,-0.7695494294166565 @@ -49,36 +49,36 @@ DZA,-0.0 ECU,-0.09306279849261045 EGY,-0.0 ERI,-5.40463007681069e-09 -ESP,-0.013218460138887167 +ESP,-0.013218468520790339 EST,-0.25669121742248535 ETH,-1.3543125509940523e-09 -FIN,2.1196298599243164 +FIN,2.073927879333496 FJI,-0.8288864195346832 -FRA,-3.172531681805424e-11 +FRA,-1.3830812939374937e-08 GAB,-0.8158496618270874 GBR,-0.0 GEO,-0.2082834094762802 GHA,3.9665030371338617e-08 GIN,-0.16346535086631775 -GMB,1.5490911602973938 -GNB,1.4205031394958496 +GMB,1.5072461366653442 +GNB,1.382119357585907 GNQ,-0.5248542279005051 -GRC,-0.0965074934065342 -GRD,0.8801554441452026 +GRC,-0.09659986384212971 +GRD,0.852931797504425 GTM,-9.517153731763983e-10 GUF,-1.0722496509552002 GUY,-1.106971263885498 HND,-0.6534972786903381 -HRV,-0.11544658988714218 +HRV,-0.11687010526657104 HTI,5.54345191972061e-09 HUN,-0.4170793741941452 IDN,-0.5775293707847595 -IND,0.11168644204735756 +IND,0.07217326760292053 IRL,-0.0 IRN,-0.0 IRQ,-0.0 ISL,-0.0803840197622776 -ISR,0.8947843909263611 +ISR,0.8714038133621216 ITA,0.04259064048528671 JAM,4.624346971511841 JOR,-0.0 @@ -89,10 +89,10 @@ KGZ,-0.0 KHM,-0.3870422840118408 KOR,-1.3437390089521273e-09 LAO,2.91002910657312e-09 -LBN,0.6537501811981201 +LBN,0.015495235100388527 LBR,-0.7553918659687042 LBY,-0.0 -LKA,-0.39620520174503326 +LKA,-0.39620521664619446 LSO,-0.443109393119812 LTU,1.0886833101686477e-10 LUX,0.061516094487160444 @@ -101,14 +101,14 @@ MAR,-0.0 MDA,-0.36603914201259613 MDG,-0.6942926049232483 MEX,-0.08276043459773064 -MKD,-0.25135253369808197 +MKD,-0.25180216133594513 MLI,1.2537319515892875e-09 MLT,-0.0 MMR,8.1712165922454e-09 -MNE,-0.21746134757995605 -MNG,-0.05213180370628834 +MNE,-0.2184365689754486 +MNG,-0.052131807431578636 MOZ,-0.5657002627849579 -MRT,-3.3330131710140876e-10 +MRT,-1.5933142305524228e-10 MUS,2.5759505639655345e-09 MWI,-0.19057554006576538 MYS,2.3094663959000172e-08 @@ -117,8 +117,8 @@ NER,-0.0 NGA,-0.19652122259140015 NIC,-0.5845303535461426 NLD,0.7907610237598419 -NOR,0.7337738275527954 -NPL,-0.0 +NOR,0.7179709672927856 +NPL,-1.110417313654466e-09 NZL,-0.0 OMN,-0.0 PAK,-0.0 @@ -130,26 +130,26 @@ POL,0.012749426998198032 PRI,-2.7517170764213006e-09 PRT,-0.09565510042011738 PRY,-0.536945641040802 -PSE,0.9001172184944153 +PSE,0.8748956918716431 ROU,-0.4245498776435852 -RUS,-1.0402462891079267e-08 +RUS,7.777654964513658e-09 RWA,2.7728375151525597e-08 SAU,-0.0 SDN,-0.05768662877380848 -SEN,0.47823119163513184 +SEN,0.4653026759624481 SLB,-1.4547326898650681e-08 SLE,-0.41614776849746704 -SLV,4.654175281524658 +SLV,4.519616365432739 SOM,-4.7665072999691915e-09 SRB,-0.29573993384838104 SSD,-0.3232929855585098 -STP,0.7769068777561188 +STP,0.7565683126449585 SUR,6.86613392829895 SVK,-0.4092821776866913 -SVN,-0.11368491873145103 -SWE,2.222731590270996 +SVN,-0.11553171277046204 +SWE,2.1747459173202515 SWZ,-1.973749874650821e-08 -SYR,0.1783515065908432 +SYR,0.17368729412555695 TCD,-0.0883248969912529 TGO,-0.3382970243692398 THA,-2.5447631557540262e-08 @@ -157,7 +157,7 @@ TJK,-0.0 TKM,-0.0 TLS,-0.22272039204835892 TTO,-1.403013705214562e-09 -TUN,0.462641179561615 +TUN,0.45009759068489075 TUR,1.4188752395227766e-09 TWN,-0.2726697325706482 TZA,-0.06884757429361343 @@ -172,4 +172,4 @@ VUT,-0.17226548492908478 YEM,2.695993539525432e-09 ZAF,-0.0033502724254503846 ZMB,-0.3225127309560776 -ZWE,1.3446277379989624 +ZWE,1.3094417452812195 diff --git a/data/curated/calibration/default/provenance.yaml b/data/curated/calibration/default/provenance.yaml index fd76361f..a83af675 100644 --- a/data/curated/calibration/default/provenance.yaml +++ b/data/curated/calibration/default/provenance.yaml @@ -4,8 +4,8 @@ # tools/calibrate; do not edit by hand. # Licensing: see the annotation in REUSE.toml. base_config: config/default.yaml -generated_at: '2026-07-02T17:52:12+00:00' -git_commit: 4779577ccbbee7ef1d77fad71c517dd53faa8d01 +generated_at: '2026-07-02T21:35:52+00:00' +git_commit: 08a68eccbce283e7a4b01940e002fd266f000cef source: default structural_config: aggregation.irrigated_area_source: current @@ -363,6 +363,7 @@ structural_config: - buckwheat - foxtail-millet - maize + - maize-whole - oat - pearl-millet - rye @@ -655,8 +656,9 @@ structural_config: data.usda.retrieve_nutrition: false diet.anchor_groups_to_gbd: false diet.baseline_age: All ages - diet.fbs.whole_grain_shares.flour-wholemeal: 0.11 - diet.fbs.whole_grain_shares.rice-brown: 0.04 + diet.fbs.whole_grain_shares.flour-wholemeal: 0.07 + diet.fbs.whole_grain_shares.maize-whole: 0.46 + diet.fbs.whole_grain_shares.rice-brown: 0.01 diet.fbs_override_foods: - yam - cocoa-powder diff --git a/data/curated/calibration/gbd-anchored/animal_cost.csv b/data/curated/calibration/gbd-anchored/animal_cost.csv index 1f45298c..d8fe7146 100644 --- a/data/curated/calibration/gbd-anchored/animal_cost.csv +++ b/data/curated/calibration/gbd-anchored/animal_cost.csv @@ -1,179 +1,179 @@ product,country,correction_bnusd_per_mt_feed -dairy,AFG,0.019429629668593407 -dairy,AGO,-0.14344584196805954 -dairy,ALB,-0.023533342871814966 -dairy,ARE,-0.04143645071235369 -dairy,ARG,-0.19398537278175354 -dairy,ARM,-0.011384313460439444 +dairy,AFG,0.026554249692708254 +dairy,AGO,-0.14087700843811035 +dairy,ALB,-0.00936129130423069 +dairy,ARE,-0.03571652388200164 +dairy,ARG,-0.18606984615325928 +dairy,ARM,-0.0028685489669442177 dairy,ASM,-0.0 -dairy,ATG,-0.24454953521490097 -dairy,AUS,-0.05782910343259573 -dairy,AUT,0.008029387099668384 -dairy,AZE,-0.10857096128165722 -dairy,BDI,-0.19728994369506836 -dairy,BEL,-0.04548066761344671 -dairy,BEN,-0.2638223394751549 -dairy,BFA,-0.269638791680336 -dairy,BGD,-0.06376965902745724 -dairy,BGR,0.030918722972273827 -dairy,BHS,-0.13557196035981178 -dairy,BIH,0.12179218605160713 -dairy,BLR,-0.034614475443959236 -dairy,BLZ,-0.2122793346643448 -dairy,BOL,-0.2064630165696144 -dairy,BRA,-0.170407272875309 -dairy,BRB,-0.3012048602104187 -dairy,BRN,-0.06272971606813371 -dairy,BTN,-0.19480304047465324 -dairy,BWA,-0.24311847239732742 -dairy,CAF,-0.14549646526575089 -dairy,CAN,-0.08521859161555767 -dairy,CHE,-0.03879193961620331 -dairy,CHL,-0.18294814229011536 -dairy,CHN,0.14896606653928757 -dairy,CIV,-0.2627760320901871 -dairy,CMR,-0.2687765583395958 -dairy,COD,-0.13804767839610577 -dairy,COG,-0.1433083601295948 -dairy,COL,-0.2351013422012329 -dairy,COM,-0.12192871049046516 -dairy,CPV,-0.23724471777677536 -dairy,CRI,-0.05980869010090828 -dairy,CUB,-0.2101064920425415 -dairy,CYP,0.023470744490623474 -dairy,CZE,-0.0012322113616392016 -dairy,DEU,-0.000984611688181758 -dairy,DJI,-0.0307138804346323 -dairy,DNK,-0.02052507922053337 -dairy,DOM,-0.06886794418096542 -dairy,DZA,-0.04815932270139456 -dairy,ECU,-0.17810802161693573 -dairy,EGY,-0.1400747150182724 -dairy,ERI,-0.12191927060484886 -dairy,ESP,-0.07785327918827534 -dairy,EST,-0.0013701971620321274 -dairy,ETH,-0.15060389414429665 -dairy,FIN,0.07162491045892239 -dairy,FJI,-0.07856539636850357 -dairy,FRA,-0.07695738971233368 -dairy,GAB,-0.09453262016177177 -dairy,GBR,0.005195342469960451 -dairy,GEO,-0.061261977069079876 -dairy,GHA,-0.2660602629184723 -dairy,GIN,-0.13472575321793556 -dairy,GMB,-0.24835162609815598 -dairy,GNB,-0.2703486606478691 +dairy,ATG,-0.2427479326725006 +dairy,AUS,-0.047658815630711615 +dairy,AUT,0.02108278265222907 +dairy,AZE,-0.09774000942707062 +dairy,BDI,-0.1946440488100052 +dairy,BEL,-0.03250469407066703 +dairy,BEN,-0.26060598343610764 +dairy,BFA,-0.2664075046777725 +dairy,BGD,-0.05907953344285488 +dairy,BGR,0.039139289408922195 +dairy,BHS,-0.1341455802321434 +dairy,BIH,0.14763447269797325 +dairy,BLR,-0.023004658054560423 +dairy,BLZ,-0.21078979223966599 +dairy,BOL,-0.19467315822839737 +dairy,BRA,-0.2115694209933281 +dairy,BRB,-0.29707974195480347 +dairy,BRN,-0.05792198074050248 +dairy,BTN,-0.18317614868283272 +dairy,BWA,-0.2505120560526848 +dairy,CAF,-0.14297492057085037 +dairy,CAN,-0.08379845134913921 +dairy,CHE,-0.02387897251173854 +dairy,CHL,-0.15768751129508018 +dairy,CHN,0.16190970689058304 +dairy,CIV,-0.2596745789051056 +dairy,CMR,-0.2656986266374588 +dairy,COD,-0.13569421507418156 +dairy,COG,-0.14090726524591446 +dairy,COL,-0.1836104765534401 +dairy,COM,-0.12268268130719662 +dairy,CPV,-0.23216113448143005 +dairy,CRI,-0.05987410619854927 +dairy,CUB,-0.20857419073581696 +dairy,CYP,0.04400596022605896 +dairy,CZE,0.006435145158320665 +dairy,DEU,0.01192148681730032 +dairy,DJI,-0.030188361182808876 +dairy,DNK,-0.0015101823955774307 +dairy,DOM,-0.06891044974327087 +dairy,DZA,-0.040121978730894625 +dairy,ECU,-0.22186023741960526 +dairy,EGY,-0.14030779525637627 +dairy,ERI,-0.11900508031249046 +dairy,ESP,-0.06732512451708317 +dairy,EST,0.017537115141749382 +dairy,ETH,-0.14751069247722626 +dairy,FIN,0.09028727374970913 +dairy,FJI,-0.06725619174540043 +dairy,FRA,-0.06558282114565372 +dairy,GAB,-0.09001844376325607 +dairy,GBR,0.01444677822291851 +dairy,GEO,-0.05191332846879959 +dairy,GHA,-0.26311808824539185 +dairy,GIN,-0.1318551041185856 +dairy,GMB,-0.2440391704440117 +dairy,GNB,-0.2670557200908661 dairy,GNQ,-0.0 -dairy,GRC,-0.011651250533759594 -dairy,GRD,-0.26645299792289734 -dairy,GTM,-0.17119775712490082 +dairy,GRC,-0.005397491157054901 +dairy,GRD,-0.2646436542272568 +dairy,GTM,-0.1697404608130455 dairy,GUF,-0.0 -dairy,GUY,-0.20975037664175034 -dairy,HND,-0.17513011395931244 -dairy,HRV,-0.012483799830079079 -dairy,HTI,-0.04040829837322235 -dairy,HUN,0.0047488147392869 -dairy,IDN,-0.07947330176830292 -dairy,IND,-0.13518212735652924 -dairy,IRL,-0.07643910497426987 -dairy,IRN,0.012022069655358791 -dairy,IRQ,-0.18654124438762665 -dairy,ISL,-0.1321047767996788 -dairy,ISR,-0.1253916546702385 -dairy,ITA,-0.01128673367202282 -dairy,JAM,-0.05617798492312431 -dairy,JOR,0.07839963957667351 -dairy,JPN,0.1331169605255127 -dairy,KAZ,0.02844948787242174 -dairy,KEN,-0.1234113797545433 -dairy,KGZ,0.17862170189619064 -dairy,KHM,-0.0774066373705864 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dairy-buffalo,COD,-0.0 @@ -223,7 +223,7 @@ dairy-buffalo,DNK,-0.0 dairy-buffalo,DOM,-0.0 dairy-buffalo,DZA,-0.0 dairy-buffalo,ECU,-0.0 -dairy-buffalo,EGY,-0.09786959923803806 +dairy-buffalo,EGY,-0.09565147943794727 dairy-buffalo,ERI,-0.0 dairy-buffalo,ESP,-0.0 dairy-buffalo,EST,-0.0 @@ -239,7 +239,7 @@ dairy-buffalo,GIN,-0.0 dairy-buffalo,GMB,-0.0 dairy-buffalo,GNB,-0.0 dairy-buffalo,GNQ,-0.0 -dairy-buffalo,GRC,-0.056585246697068214 +dairy-buffalo,GRC,-0.05853767320513725 dairy-buffalo,GRD,-0.0 dairy-buffalo,GTM,-0.0 dairy-buffalo,GUF,-0.0 @@ -248,14 +248,14 @@ dairy-buffalo,HND,-0.0 dairy-buffalo,HRV,-0.0 dairy-buffalo,HTI,-0.0 dairy-buffalo,HUN,-0.0 -dairy-buffalo,IDN,-0.1853792667388916 -dairy-buffalo,IND,-0.13360632956027985 +dairy-buffalo,IDN,-0.18201953917741776 +dairy-buffalo,IND,-0.12589667737483978 dairy-buffalo,IRL,-0.0 -dairy-buffalo,IRN,0.06616165861487389 -dairy-buffalo,IRQ,-0.17470766603946686 +dairy-buffalo,IRN,0.06808372959494591 +dairy-buffalo,IRQ,-0.17263007536530495 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-meat-sheep,TKM,-0.11320069059729576 -meat-sheep,TLS,-0.12903958559036255 -meat-sheep,TTO,0.005399463232606649 -meat-sheep,TUN,-0.16800956055521965 -meat-sheep,TUR,-0.17535444721579552 +meat-sheep,SLE,-0.07328034937381744 +meat-sheep,SLV,-0.1321217156946659 +meat-sheep,SOM,-0.09212342090904713 +meat-sheep,SRB,0.011857034987770021 +meat-sheep,SSD,-0.0801925715059042 +meat-sheep,STP,-0.11588024720549583 +meat-sheep,SUR,-0.13936244323849678 +meat-sheep,SVK,-0.06126856990158558 +meat-sheep,SVN,0.005692498292773962 +meat-sheep,SWE,-0.021289478987455368 +meat-sheep,SWZ,-0.20683526992797852 +meat-sheep,SYR,-0.20230718702077866 +meat-sheep,TCD,-0.09416545182466507 +meat-sheep,TGO,-0.06661609560251236 +meat-sheep,THA,-0.10592200234532356 +meat-sheep,TJK,-0.20858997851610184 +meat-sheep,TKM,-0.11163970455527306 +meat-sheep,TLS,-0.12223365902900696 +meat-sheep,TTO,0.005382268223911524 +meat-sheep,TUN,-0.1661047413945198 +meat-sheep,TUR,-0.17344963178038597 meat-sheep,TWN,-0.0 -meat-sheep,TZA,-0.11188142001628876 -meat-sheep,UGA,-0.2188774049282074 -meat-sheep,UKR,-0.10373803041875362 -meat-sheep,URY,-0.09967987611889839 -meat-sheep,USA,-0.03526217024773359 -meat-sheep,UZB,-0.12495506927371025 -meat-sheep,VEN,-0.0705616818740964 -meat-sheep,VNM,-0.22738662362098694 -meat-sheep,VUT,-0.11674466356635094 -meat-sheep,YEM,-0.08344261348247528 -meat-sheep,ZAF,-0.12928186357021332 -meat-sheep,ZMB,-0.10059220530092716 -meat-sheep,ZWE,-0.4724293351173401 +meat-sheep,TZA,-0.15276630222797394 +meat-sheep,UGA,-0.21697255223989487 +meat-sheep,UKR,-0.10183319263160229 +meat-sheep,URY,-0.09811882302165031 +meat-sheep,USA,-0.03355679754167795 +meat-sheep,UZB,-0.15104853361845016 +meat-sheep,VEN,-0.15280456468462944 +meat-sheep,VNM,-0.22548183053731918 +meat-sheep,VUT,-0.11518346145749092 +meat-sheep,YEM,-0.08188161812722683 +meat-sheep,ZAF,-0.12772084772586823 +meat-sheep,ZMB,-0.10440703108906746 +meat-sheep,ZWE,-0.4678903669118881 diff --git a/data/curated/calibration/gbd-anchored/crop_cost.csv b/data/curated/calibration/gbd-anchored/crop_cost.csv index f4a55595..0a2bef51 100644 --- a/data/curated/calibration/gbd-anchored/crop_cost.csv +++ b/data/curated/calibration/gbd-anchored/crop_cost.csv @@ -1,184 +1,184 @@ crop,country,correction_bnusd_per_mha -alfalfa,AFG,-0.3853379487991333 -alfalfa,AGO,-0.9439449608325958 +alfalfa,AFG,-0.3750787377357483 +alfalfa,AGO,-0.9439449906349182 alfalfa,ALB,-0.5414051562547684 -alfalfa,ARE,-0.6755251884460449 +alfalfa,ARE,-0.6755253076553345 alfalfa,ARG,-0.4919307976961136 alfalfa,ARM,-0.0 alfalfa,ATG,-7.5 -alfalfa,AUS,0.10641112923622131 +alfalfa,AUS,0.10641167312860489 alfalfa,AUT,-0.6891505420207977 -alfalfa,AZE,0.7043356895446777 +alfalfa,AZE,0.6822218000888824 alfalfa,BDI,-0.5490851700305939 -alfalfa,BEL,-0.28935520350933075 -alfalfa,BEN,0.7100087404251099 +alfalfa,BEL,-0.2490299865603447 +alfalfa,BEN,0.6876131892204285 alfalfa,BFA,-7.5 -alfalfa,BGD,-0.7335467636585236 -alfalfa,BGR,-0.09852029010653496 -alfalfa,BHS,-0.6658250987529755 -alfalfa,BIH,-0.0 -alfalfa,BLR,-0.3073023557662964 -alfalfa,BLZ,-0.029083551838994026 +alfalfa,BGD,-0.7387045621871948 +alfalfa,BGR,-0.060649650171399117 +alfalfa,BHS,-4.1000382006168365 +alfalfa,BIH,0.08796236664056778 +alfalfa,BLR,-0.3088502585887909 +alfalfa,BLZ,-0.008809542283415794 alfalfa,BOL,-0.22297222912311554 -alfalfa,BRA,-0.9244654178619385 -alfalfa,BRB,2.5315604209899902 +alfalfa,BRA,-0.43258796632289886 +alfalfa,BRB,2.479930281639099 alfalfa,BRN,1.4280236959457397 -alfalfa,BTN,0.27460500597953796 +alfalfa,BTN,0.25604093074798584 alfalfa,BWA,-7.5 -alfalfa,CAF,-0.974648654460907 -alfalfa,CAN,-0.22332529723644257 +alfalfa,CAF,-0.976554661989212 +alfalfa,CAN,-0.23406269401311874 alfalfa,CHE,-0.11473012529313564 -alfalfa,CHL,-0.6260356903076172 -alfalfa,CHN,0.6344874799251556 +alfalfa,CHL,-0.8657473921775818 +alfalfa,CHN,0.6336996257305145 alfalfa,CIV,7.5 -alfalfa,CMR,1.599158227443695 -alfalfa,COD,-0.904526561498642 -alfalfa,COG,-0.9112308919429779 -alfalfa,COL,-0.14766743034124374 +alfalfa,CMR,1.5657636523246765 +alfalfa,COD,-0.9046836495399475 +alfalfa,COG,-0.9112309217453003 +alfalfa,COL,-0.9036582410335541 alfalfa,COM,-0.863983690738678 -alfalfa,CPV,-3.9643472880125046 +alfalfa,CPV,-7.5 alfalfa,CRI,-0.21360260248184204 -alfalfa,CUB,-0.2807549089193344 -alfalfa,CYP,3.16056489944458 -alfalfa,CZE,-0.6089670062065125 -alfalfa,DEU,-0.6238715648651123 -alfalfa,DJI,1.4660786390304565 +alfalfa,CUB,-0.28110775351524353 +alfalfa,CYP,3.2153319120407104 +alfalfa,CZE,-0.5634166598320007 +alfalfa,DEU,-0.613816648721695 +alfalfa,DJI,1.4348506927490234 alfalfa,DNK,7.5 -alfalfa,DOM,-1.029282569885254 -alfalfa,DZA,-0.10320749133825302 -alfalfa,ECU,-0.6202519536018372 -alfalfa,EGY,2.9184019565582275 -alfalfa,ERI,-0.8744806945323944 +alfalfa,DOM,-1.0432733595371246 +alfalfa,DZA,-0.08560183644294739 +alfalfa,ECU,-0.12939461693167686 +alfalfa,EGY,2.858594298362732 +alfalfa,ERI,-0.8760250210762024 alfalfa,ESP,-1.2043046355247498 -alfalfa,EST,-0.13035932183265686 -alfalfa,ETH,-0.8274461925029755 +alfalfa,EST,-0.14292681217193604 +alfalfa,ETH,-0.8099172413349152 alfalfa,FIN,-0.0 alfalfa,FJI,-0.0291437734849751 -alfalfa,FRA,-0.33104005455970764 +alfalfa,FRA,-0.3310399800539017 alfalfa,GAB,-0.870643675327301 -alfalfa,GBR,-0.09478367865085602 +alfalfa,GBR,-0.0076062113512307405 alfalfa,GEO,-0.583319365978241 alfalfa,GHA,7.5 -alfalfa,GIN,-0.8774606287479401 +alfalfa,GIN,-4.188888192176819 alfalfa,GMB,-7.5 alfalfa,GNB,-7.5 -alfalfa,GNQ,-0.12937652319669724 -alfalfa,GRC,-0.7837737798690796 -alfalfa,GRD,0.3815753757953644 -alfalfa,GTM,-0.48984430730342865 +alfalfa,GNQ,-0.7589189112186432 +alfalfa,GRC,-0.7949534356594086 +alfalfa,GRD,0.36276742815971375 +alfalfa,GTM,-0.48949453234672546 alfalfa,GUF,-2.7509915828704834 -alfalfa,GUY,-0.07720011845231056 +alfalfa,GUY,-0.7936551868915558 alfalfa,HND,-0.34651389718055725 -alfalfa,HRV,-3.9364033341407776 +alfalfa,HRV,-3.9364892542362213 alfalfa,HTI,-0.8191313445568085 -alfalfa,HUN,-0.8695463240146637 +alfalfa,HUN,-0.783708244562149 alfalfa,IDN,-0.15115800499916077 -alfalfa,IND,2.94899582862854 +alfalfa,IND,2.9000065326690674 alfalfa,IRL,-0.5080434679985046 -alfalfa,IRN,-1.2032099962234497 -alfalfa,IRQ,2.768388032913208 -alfalfa,ISL,-0.8354843556880951 -alfalfa,ISR,1.591813564300537 -alfalfa,ITA,-0.45478062331676483 -alfalfa,JAM,2.03048574924469 -alfalfa,JOR,2.926008939743042 -alfalfa,JPN,0.017233362974366173 -alfalfa,KAZ,-0.5172078013420105 -alfalfa,KEN,-0.5022623538970947 +alfalfa,IRN,-1.203203558921814 +alfalfa,IRQ,2.7816531658172607 +alfalfa,ISL,-0.8354406654834747 +alfalfa,ISR,1.5647274255752563 +alfalfa,ITA,-0.45480209589004517 +alfalfa,JAM,1.9858838319778442 +alfalfa,JOR,2.874547600746155 +alfalfa,JPN,0.017270792406634428 +alfalfa,KAZ,-0.5189312696456909 +alfalfa,KEN,-0.49524596333503723 alfalfa,KGZ,-0.8171102404594421 -alfalfa,KHM,-0.9067634046077728 +alfalfa,KHM,-0.8978837132453918 alfalfa,KOR,-0.8412145376205444 alfalfa,LAO,-0.2115088403224945 -alfalfa,LBN,2.0117587745189667 -alfalfa,LBR,-0.9287798702716827 -alfalfa,LBY,-0.8279525637626648 -alfalfa,LKA,-0.8446665108203888 +alfalfa,LBN,-1.3340933322906494 +alfalfa,LBR,-0.9302260279655457 +alfalfa,LBY,-0.824711263179779 +alfalfa,LKA,-0.375872865319252 alfalfa,LSO,-0.44325435161590576 -alfalfa,LTU,0.058081284165382385 -alfalfa,LUX,-0.4803200662136078 -alfalfa,LVA,-0.9575654566287994 -alfalfa,MAR,2.6155269145965576 -alfalfa,MDA,-0.06523207388818264 -alfalfa,MDG,-0.9195513129234314 +alfalfa,LTU,0.14394311606884003 +alfalfa,LUX,-0.37912678718566895 +alfalfa,LVA,-0.5082782655954361 +alfalfa,MAR,2.5664076805114746 +alfalfa,MDA,-0.01771822606679052 +alfalfa,MDG,-0.9195513427257538 alfalfa,MEX,-0.1496129333972931 -alfalfa,MKD,-0.11042077466845512 +alfalfa,MKD,-0.05144424282480031 alfalfa,MLI,-7.5 -alfalfa,MLT,-2.1205687522888184 +alfalfa,MLT,-4.870208501815796 alfalfa,MMR,-0.8467822372913361 -alfalfa,MNE,0.6569892764091492 +alfalfa,MNE,0.773455411195755 alfalfa,MNG,-7.5 -alfalfa,MOZ,-0.5801604986190796 +alfalfa,MOZ,-0.5782089233398438 alfalfa,MRT,-0.5335112512111664 -alfalfa,MUS,-0.7995986342430115 -alfalfa,MWI,-0.5677796006202698 -alfalfa,MYS,-0.33628514409065247 -alfalfa,NAM,-0.40904849767684937 +alfalfa,MUS,-0.9187363982200623 +alfalfa,MWI,-0.5677796304225922 +alfalfa,MYS,-0.3362851142883301 +alfalfa,NAM,-1.4871166348457336 alfalfa,NER,-0.0 -alfalfa,NGA,-0.656726598739624 -alfalfa,NIC,-1.5873560309410095 -alfalfa,NLD,6.5683863162994385 +alfalfa,NGA,-0.9353777766227722 +alfalfa,NIC,-1.863908052444458 +alfalfa,NLD,6.568096399307251 alfalfa,NOR,-0.0 alfalfa,NPL,-0.944817304611206 -alfalfa,NZL,-0.31631214916706085 -alfalfa,OMN,0.2164381444454193 +alfalfa,NZL,-0.31611888110637665 +alfalfa,OMN,-0.005131949204951525 alfalfa,PAK,-0.8294757902622223 -alfalfa,PAN,-1.0854305028915405 -alfalfa,PER,-0.2100357711315155 -alfalfa,PHL,-0.08773406594991684 -alfalfa,PNG,-0.57929927110672 +alfalfa,PAN,-0.10728327557444572 +alfalfa,PER,-0.10681213438510895 +alfalfa,PHL,-0.08774245902895927 +alfalfa,PNG,-0.5572535395622253 alfalfa,POL,-0.46259021759033203 -alfalfa,PRI,-0.1749081201851368 -alfalfa,PRT,-0.1892072707414627 -alfalfa,PRY,-0.329582542181015 -alfalfa,PSE,1.129082441329956 -alfalfa,ROU,-0.03377073258161545 -alfalfa,RUS,-0.3083006292581558 -alfalfa,RWA,-0.22619490325450897 -alfalfa,SAU,0.634918212890625 -alfalfa,SDN,-0.8727284669876099 -alfalfa,SEN,2.2947492599487305 -alfalfa,SLB,-0.6889375746250153 -alfalfa,SLE,-0.9100345373153687 -alfalfa,SLV,1.1578541994094849 -alfalfa,SOM,-0.5522036254405975 +alfalfa,PRI,-0.8353122472763062 +alfalfa,PRT,0.1061418280005455 +alfalfa,PRY,-0.2794896364212036 +alfalfa,PSE,1.1082171201705933 +alfalfa,ROU,-0.011938980780541897 +alfalfa,RUS,-0.3063901513814926 +alfalfa,RWA,-0.3071833401918411 +alfalfa,SAU,0.6150343418121338 +alfalfa,SDN,-0.86481112241745 +alfalfa,SEN,2.2563352584838867 +alfalfa,SLB,-0.6705863177776337 +alfalfa,SLE,-0.910034567117691 +alfalfa,SLV,1.1333813667297363 +alfalfa,SOM,-0.9258724749088287 alfalfa,SRB,0.04925258457660675 alfalfa,SSD,-0.8872385025024414 -alfalfa,STP,1.2894953489303589 -alfalfa,SUR,1.950964093208313 -alfalfa,SVK,-0.5094473212957382 -alfalfa,SVN,-0.43711376190185547 -alfalfa,SWE,-0.0 +alfalfa,STP,1.2603871822357178 +alfalfa,SUR,1.9646342992782593 +alfalfa,SVK,-0.4791775047779083 +alfalfa,SVN,-0.3815639913082123 +alfalfa,SWE,-7.5 alfalfa,SWZ,-0.23009134829044342 alfalfa,SYR,-0.0 alfalfa,TCD,-0.9240545034408569 -alfalfa,TGO,-0.11689066886901855 -alfalfa,THA,-0.645377904176712 -alfalfa,TJK,-0.9431025981903076 -alfalfa,TKM,-0.8394652009010315 +alfalfa,TGO,-0.3819449692964554 +alfalfa,THA,-0.6453790962696075 +alfalfa,TJK,-0.9568423926830292 +alfalfa,TKM,-0.8401278257369995 alfalfa,TLS,-0.03928087651729584 -alfalfa,TTO,-0.7217675149440765 -alfalfa,TUN,0.5336874127388 -alfalfa,TUR,3.8838858604431152 -alfalfa,TWN,0.43108367919921875 -alfalfa,TZA,-0.6819847226142883 -alfalfa,UGA,-0.2694582939147949 +alfalfa,TTO,-0.720427393913269 +alfalfa,TUN,0.5138604640960693 +alfalfa,TUR,3.811540722846985 +alfalfa,TWN,0.4619100093841553 +alfalfa,TZA,-0.3090435713529587 +alfalfa,UGA,-0.955134242773056 alfalfa,UKR,-0.2752232551574707 alfalfa,URY,-0.005964932031929493 -alfalfa,USA,0.19743508100509644 -alfalfa,UZB,-1.7672114372253418 -alfalfa,VEN,-0.8387435674667358 -alfalfa,VNM,0.49191930890083313 -alfalfa,VUT,-0.10435930080711842 -alfalfa,YEM,-0.49167701601982117 -alfalfa,ZAF,-0.4025202840566635 -alfalfa,ZMB,-0.9244880676269531 -alfalfa,ZWE,-0.0028674928471446037 +alfalfa,USA,0.19317592680454254 +alfalfa,UZB,-1.7434817552566528 +alfalfa,VEN,-0.27461254596710205 +alfalfa,VNM,0.4717022478580475 +alfalfa,VUT,-0.10433314368128777 +alfalfa,YEM,-0.49167704582214355 +alfalfa,ZAF,-0.4025203138589859 +alfalfa,ZMB,-7.5 +alfalfa,ZWE,-0.04076914023607969 apple,AFG,-0.0 apple,ALB,-0.0 apple,ARG,-7.5 apple,ARM,-0.0 apple,AUS,-0.0 -apple,AUT,-0.0 +apple,AUT,-3.75 apple,AZE,-0.0 apple,BEL,-0.0 apple,BGR,-0.0 @@ -193,7 +193,7 @@ apple,CAN,-0.0 apple,CHE,-0.0 apple,CHL,-0.0 apple,CHN,-0.0 -apple,COL,-0.0 +apple,COL,-7.5 apple,CZE,-0.0 apple,DEU,-0.0 apple,DNK,-0.0 @@ -209,7 +209,7 @@ apple,GBR,-0.0 apple,GEO,-0.0 apple,GRC,-0.0 apple,GTM,-0.0 -apple,HND,-3.75 +apple,HND,-7.5 apple,HRV,-0.0 apple,HUN,-0.0 apple,IND,-0.0 @@ -226,14 +226,14 @@ apple,KGZ,-0.0 apple,KOR,-0.0 apple,LAO,-7.5 apple,LBN,-0.0 -apple,LBY,-0.0 +apple,LBY,-7.5 apple,LSO,-7.5 apple,LTU,-0.0 apple,LUX,-0.0 apple,LVA,-0.0 apple,MAR,-0.0 apple,MDA,-0.0 -apple,MDG,-1.9327446222305298 +apple,MDG,-1.9327445030212402 apple,MEX,-0.0 apple,MKD,-0.0 apple,MMR,-7.5 @@ -246,7 +246,7 @@ apple,NOR,-0.0 apple,NPL,-0.0 apple,NZL,-0.0 apple,PAK,-0.0 -apple,PER,-0.0 +apple,PER,-7.5 apple,POL,-0.0 apple,PRT,-0.0 apple,PRY,-7.5 @@ -265,43 +265,43 @@ apple,TJK,-0.0 apple,TKM,-0.0 apple,TUN,-0.0 apple,TUR,-0.0 -apple,TWN,-0.0 +apple,TWN,-3.75 apple,TZA,-0.0 apple,UGA,-0.0 apple,UKR,-0.0 apple,URY,-0.0 -apple,USA,-0.0 +apple,USA,-7.5 apple,UZB,-0.0 apple,VEN,-0.0 apple,VNM,-7.5 apple,YEM,-0.0 apple,ZAF,-0.0 apple,ZMB,-0.0 -apple,ZWE,-0.0 +apple,ZWE,-7.5 banana,AFG,-0.0 -banana,AGO,-5.899222373962402 +banana,AGO,-5.899302244186401 banana,ALB,7.5 banana,ARE,-7.5 -banana,ARG,-2.1877636909484863 +banana,ARG,-2.187955617904663 banana,ATG,-0.0 banana,AUS,-7.5 -banana,BDI,-0.7826711237430573 +banana,BDI,-0.7826919257640839 banana,BEN,-7.5 -banana,BFA,-4.422675609588623 -banana,BGD,-4.945600986480713 -banana,BHS,-5.561130046844482 -banana,BLZ,-3.5130226612091064 -banana,BOL,-0.150718092918396 -banana,BRA,-1.8477321863174438 +banana,BFA,-4.422794342041016 +banana,BGD,-4.937650203704834 +banana,BHS,-7.5 +banana,BLZ,-3.513258218765259 +banana,BOL,-0.1507997065782547 +banana,BRA,-1.8476874828338623 banana,BRB,-7.5 -banana,BRN,-2.052596151828766 +banana,BRN,-2.052620053291321 banana,BTN,-7.5 -banana,BWA,7.1446099281311035 +banana,BWA,7.5 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-dryland-rice,COL,-1.3356863856315613 +dryland-rice,CHL,-0.6277390122413635 +dryland-rice,CHN,-1.6802397966384888 +dryland-rice,CIV,-0.11870582029223442 +dryland-rice,CMR,-1.3550491333007812 +dryland-rice,COD,-1.590264916419983 +dryland-rice,COG,-1.5947136282920837 +dryland-rice,COL,-1.3240452408790588 dryland-rice,COM,7.5 -dryland-rice,CRI,-1.2715531587600708 -dryland-rice,CUB,-1.1345755457878113 -dryland-rice,DOM,-3.188780188560486 +dryland-rice,CRI,-1.2589196562767029 +dryland-rice,CUB,-1.1232942938804626 +dryland-rice,DOM,-3.1838310956954956 dryland-rice,DZA,-0.0 -dryland-rice,ECU,-0.725146472454071 -dryland-rice,EGY,-1.5467033386230469 +dryland-rice,ECU,-0.6808895468711853 +dryland-rice,EGY,-2.0981826782226562 dryland-rice,ERI,7.5 -dryland-rice,ESP,-1.4124612212181091 -dryland-rice,ETH,-0.47357213497161865 -dryland-rice,FJI,-0.6941461265087128 -dryland-rice,FRA,-0.7535375654697418 -dryland-rice,GAB,-0.0 +dryland-rice,ESP,-1.4022055864334106 +dryland-rice,ETH,-0.4487590491771698 +dryland-rice,FJI,-0.7033935189247131 +dryland-rice,FRA,-0.9164253771305084 +dryland-rice,GAB,7.5 dryland-rice,GEO,-0.0 -dryland-rice,GHA,-0.44792816042900085 -dryland-rice,GIN,-0.6251736581325531 -dryland-rice,GMB,-0.37211695313453674 -dryland-rice,GNB,-1.367396593093872 +dryland-rice,GHA,-0.40734320878982544 +dryland-rice,GIN,-0.6108269691467285 +dryland-rice,GMB,-0.36612096428871155 +dryland-rice,GNB,-1.3481503129005432 dryland-rice,GNQ,7.5 -dryland-rice,GRC,-1.0249974429607391 -dryland-rice,GTM,-1.5015527606010437 -dryland-rice,GUF,0.0 -dryland-rice,GUY,-1.159310221672058 -dryland-rice,HND,-1.26474529504776 +dryland-rice,GRC,-0.9954214990139008 +dryland-rice,GTM,-1.4963350296020508 +dryland-rice,GUF,7.5 +dryland-rice,GUY,-1.1069525480270386 +dryland-rice,HND,-1.2518410086631775 dryland-rice,HRV,7.5 -dryland-rice,HTI,-1.3979018926620483 -dryland-rice,HUN,-0.18787595629692078 -dryland-rice,IDN,-1.3300359845161438 -dryland-rice,IND,-1.2167145013809204 -dryland-rice,IRN,-3.189507484436035 -dryland-rice,IRQ,-1.61590576171875 +dryland-rice,HTI,-1.3911392092704773 +dryland-rice,HUN,-7.5 +dryland-rice,IDN,-1.3404751420021057 +dryland-rice,IND,-1.1997876167297363 +dryland-rice,IRN,-3.1899406909942627 +dryland-rice,IRQ,-1.6096193194389343 dryland-rice,ISR,-0.0 -dryland-rice,ITA,-3.4787516593933105 -dryland-rice,JPN,-3.5670348405838013 -dryland-rice,KAZ,-0.239824078977108 -dryland-rice,KEN,-1.215702474117279 -dryland-rice,KGZ,-5.27087664604187 -dryland-rice,KHM,-1.2294013500213623 -dryland-rice,KOR,-6.353937864303589 -dryland-rice,LAO,-1.1829659938812256 -dryland-rice,LBR,-1.5255079865455627 +dryland-rice,ITA,-4.805658936500549 +dryland-rice,JPN,-3.582961678504944 +dryland-rice,KAZ,-0.24786081165075302 +dryland-rice,KEN,-1.195299744606018 +dryland-rice,KGZ,-5.267963290214539 +dryland-rice,KHM,-1.2386673092842102 +dryland-rice,KOR,-6.363030195236206 +dryland-rice,LAO,-1.1751933693885803 +dryland-rice,LBR,-1.5099565386772156 dryland-rice,LBY,-0.0 -dryland-rice,LKA,-0.37858250737190247 +dryland-rice,LKA,-0.3768194615840912 dryland-rice,LSO,-0.0 dryland-rice,MAR,-7.5 dryland-rice,MDA,-0.0 -dryland-rice,MDG,-0.36353375017642975 -dryland-rice,MEX,-0.48886026442050934 -dryland-rice,MKD,-4.227283746004105 -dryland-rice,MLI,-0.36546534299850464 -dryland-rice,MMR,-1.2698769569396973 -dryland-rice,MOZ,-0.3256860673427582 -dryland-rice,MRT,-0.960708498954773 +dryland-rice,MDG,-0.35982175171375275 +dryland-rice,MEX,-0.3627820909023285 +dryland-rice,MKD,-7.5 +dryland-rice,MLI,-0.31660276651382446 +dryland-rice,MMR,-1.2634570598602295 +dryland-rice,MOZ,-0.32403627038002014 +dryland-rice,MRT,-0.9211798906326294 dryland-rice,MUS,7.5 -dryland-rice,MWI,-1.120086669921875 -dryland-rice,MYS,-0.4314993619918823 -dryland-rice,NAM,-0.0 -dryland-rice,NER,-1.3560736179351807 -dryland-rice,NGA,-0.29625658690929413 -dryland-rice,NIC,1.7263721823692322 -dryland-rice,NPL,-0.3096456900238991 -dryland-rice,PAK,-1.2023098468780518 -dryland-rice,PAN,-1.0187703371047974 -dryland-rice,PER,0.6663109660148621 -dryland-rice,PHL,-0.706568717956543 -dryland-rice,PNG,-0.0 -dryland-rice,PRI,-2.52988064289093 -dryland-rice,PRT,-1.0580692291259766 -dryland-rice,PRY,-0.879266083240509 +dryland-rice,MWI,-1.117568850517273 +dryland-rice,MYS,-0.438869372010231 +dryland-rice,NAM,7.5 +dryland-rice,NER,-1.2165759801864624 +dryland-rice,NGA,-0.2579093873500824 +dryland-rice,NIC,1.7081947922706604 +dryland-rice,NPL,-0.3041059300303459 +dryland-rice,PAK,-1.2147536277770996 +dryland-rice,PAN,-1.0047221183776855 +dryland-rice,PER,1.0461999773979187 +dryland-rice,PHL,-0.7155695259571075 +dryland-rice,PNG,7.5 +dryland-rice,PRI,-2.51963210105896 +dryland-rice,PRT,-0.9950319826602936 +dryland-rice,PRY,-0.8509243726730347 dryland-rice,PSE,-7.5 dryland-rice,ROU,-7.5 -dryland-rice,RUS,-4.153104782104492 -dryland-rice,RWA,-1.9213002920150757 +dryland-rice,RUS,-5.3137593269348145 +dryland-rice,RWA,-1.9139320850372314 dryland-rice,SAU,-0.0 -dryland-rice,SDN,-0.0 -dryland-rice,SEN,-0.20692676724866033 -dryland-rice,SLB,-1.432372272014618 -dryland-rice,SLE,-0.29076921194791794 -dryland-rice,SLV,2.464193820953369 -dryland-rice,SOM,-1.268800437450409 +dryland-rice,SDN,7.5 +dryland-rice,SEN,-0.19617493031546474 +dryland-rice,SLB,-1.436849594116211 +dryland-rice,SLE,-0.26198816299438477 +dryland-rice,SLV,2.4750417470932007 +dryland-rice,SOM,-1.2655031085014343 dryland-rice,SRB,-0.0 -dryland-rice,SSD,-1.461182713508606 -dryland-rice,SUR,-0.13142439723014832 +dryland-rice,SSD,-1.4596364498138428 +dryland-rice,SUR,-0.075572295114398 dryland-rice,SVK,3.75 dryland-rice,SVN,7.5 dryland-rice,SWZ,7.5 dryland-rice,SYR,-7.5 -dryland-rice,TCD,-0.6952396333217621 -dryland-rice,TGO,-0.21996821463108063 -dryland-rice,THA,-0.48592764139175415 -dryland-rice,TJK,-1.867738962173462 +dryland-rice,TCD,-0.6925248801708221 +dryland-rice,TGO,-0.19680269062519073 +dryland-rice,THA,-0.4912538528442383 +dryland-rice,TJK,-3.6839611530303955 dryland-rice,TKM,-7.5 -dryland-rice,TLS,-1.8809053301811218 -dryland-rice,TTO,-0.16313745826482773 +dryland-rice,TLS,-1.8853930234909058 +dryland-rice,TTO,-0.16022081673145294 dryland-rice,TUN,7.5 -dryland-rice,TUR,-2.6344574689865112 -dryland-rice,TWN,-0.7113317251205444 -dryland-rice,TZA,-0.07972466200590134 -dryland-rice,UGA,-0.9287199378013611 -dryland-rice,UKR,-3.3500051498413086 -dryland-rice,URY,-0.5022009462118149 +dryland-rice,TUR,-4.1263649463653564 +dryland-rice,TWN,-0.7287621796131134 +dryland-rice,TZA,-0.07300741598010063 +dryland-rice,UGA,-0.918567955493927 +dryland-rice,UKR,-7.5 +dryland-rice,URY,-0.41818420588970184 dryland-rice,USA,-0.0 dryland-rice,UZB,-7.5 -dryland-rice,VEN,-1.036358118057251 -dryland-rice,VNM,-0.9128404557704926 +dryland-rice,VEN,-1.0235598683357239 +dryland-rice,VNM,-0.924017608165741 dryland-rice,YEM,7.5 -dryland-rice,ZAF,-0.0 -dryland-rice,ZMB,-1.0830783247947693 -dryland-rice,ZWE,2.8459882736206055 -foxtail-millet,AFG,-0.6007698476314545 -foxtail-millet,AGO,-0.40740738809108734 +dryland-rice,ZAF,7.5 +dryland-rice,ZMB,-1.0804601907730103 +dryland-rice,ZWE,5.074601411819458 +foxtail-millet,AFG,-0.47941601276397705 +foxtail-millet,AGO,-0.4080769270658493 foxtail-millet,ARG,-0.23928023874759674 foxtail-millet,ARM,7.5 foxtail-millet,AUS,-0.6096153557300568 foxtail-millet,AZE,-4.388915061950684 -foxtail-millet,BDI,-0.4797080457210541 +foxtail-millet,BDI,-0.48629334568977356 foxtail-millet,BEN,-0.539930909872055 foxtail-millet,BFA,-0.3755684345960617 foxtail-millet,BGD,-7.5 @@ -2355,61 +2355,61 @@ foxtail-millet,BLR,-0.41845284402370453 foxtail-millet,BOL,-0.0 foxtail-millet,BRA,7.5 foxtail-millet,BTN,-7.5 -foxtail-millet,BWA,-0.46502785384655 -foxtail-millet,CAF,-0.4579889327287674 +foxtail-millet,BWA,-0.47877469658851624 +foxtail-millet,CAF,-0.46454034745693207 foxtail-millet,CAN,-0.0 foxtail-millet,CHE,-2.6450395584106445 foxtail-millet,CHN,-0.7489712536334991 foxtail-millet,CIV,-0.5795082151889801 -foxtail-millet,CMR,-0.4569808095693588 -foxtail-millet,COD,-0.453317791223526 -foxtail-millet,COG,-0.44164982438087463 -foxtail-millet,DEU,-0.760143369436264 +foxtail-millet,CMR,-0.4618046432733536 +foxtail-millet,COD,-0.459261953830719 +foxtail-millet,COG,-0.44761890172958374 +foxtail-millet,DEU,7.5 foxtail-millet,DZA,-0.0 foxtail-millet,ERI,-0.4152943789958954 foxtail-millet,ETH,-0.7575334310531616 -foxtail-millet,FRA,-0.47617650032043457 +foxtail-millet,FRA,3.2738234996795654 foxtail-millet,GAB,-0.0 foxtail-millet,GEO,-0.0 foxtail-millet,GHA,-0.6628236174583435 -foxtail-millet,GIN,-0.22345463186502457 +foxtail-millet,GIN,-0.22344333678483963 foxtail-millet,GMB,-0.46135395765304565 foxtail-millet,GNB,-0.44429850578308105 foxtail-millet,GRC,7.5 -foxtail-millet,HUN,-0.6123685836791992 -foxtail-millet,IND,-0.48005324602127075 +foxtail-millet,HUN,-0.6123685538768768 +foxtail-millet,IND,-0.4750804603099823 foxtail-millet,IRN,-1.0526432394981384 foxtail-millet,IRQ,-0.837611585855484 foxtail-millet,KAZ,-0.27249687910079956 -foxtail-millet,KEN,-0.4930909276008606 +foxtail-millet,KEN,-0.49672308564186096 foxtail-millet,KGZ,-0.7578834295272827 foxtail-millet,KHM,-0.0 -foxtail-millet,KOR,-0.3979719281196594 +foxtail-millet,KOR,-0.3979724496603012 foxtail-millet,LAO,-0.0 -foxtail-millet,LBY,-0.5059493184089661 -foxtail-millet,LKA,-1.0438270568847656 +foxtail-millet,LBY,-0.505948543548584 +foxtail-millet,LKA,-1.0432093739509583 foxtail-millet,LSO,7.5 -foxtail-millet,MAR,-0.9562219381332397 -foxtail-millet,MDA,-0.6630499362945557 +foxtail-millet,MAR,-0.9500845074653625 +foxtail-millet,MDA,7.5 foxtail-millet,MLI,-0.3269065320491791 -foxtail-millet,MMR,-0.4658127874135971 +foxtail-millet,MMR,-0.4658123552799225 foxtail-millet,MNG,7.5 -foxtail-millet,MOZ,-0.4391278624534607 +foxtail-millet,MOZ,-0.448646605014801 foxtail-millet,MRT,-0.3641741871833801 -foxtail-millet,MWI,-0.46183520555496216 -foxtail-millet,NAM,-0.0743061937391758 +foxtail-millet,MWI,-0.48165616393089294 +foxtail-millet,NAM,-0.07871648669242859 foxtail-millet,NER,-0.14092829823493958 foxtail-millet,NGA,-0.46023768186569214 foxtail-millet,NPL,-0.4615856260061264 foxtail-millet,PAK,-0.2994333803653717 -foxtail-millet,POL,3.453105002641678 +foxtail-millet,POL,3.4531050622463226 foxtail-millet,PRY,-0.0 -foxtail-millet,ROU,-0.3214603662490845 +foxtail-millet,ROU,3.75 foxtail-millet,RUS,-0.3310263752937317 -foxtail-millet,RWA,-0.41888004541397095 -foxtail-millet,SAU,-1.749342441558838 +foxtail-millet,RWA,-0.42522843182086945 +foxtail-millet,SAU,-1.7491633892059326 foxtail-millet,SDN,-0.43429309129714966 -foxtail-millet,SEN,-0.5196621268987656 +foxtail-millet,SEN,-0.5191365629434586 foxtail-millet,SLE,-0.4744160324335098 foxtail-millet,SOM,-0.0 foxtail-millet,SSD,-0.41217321157455444 @@ -2417,796 +2417,796 @@ foxtail-millet,SVK,7.5 foxtail-millet,SWZ,7.5 foxtail-millet,SYR,-0.0 foxtail-millet,TCD,-0.21936063468456268 -foxtail-millet,TGO,-0.331838920712471 +foxtail-millet,TGO,-0.3318389505147934 foxtail-millet,THA,-3.9916176944971085 foxtail-millet,TJK,3.5118793100118637 foxtail-millet,TKM,-0.0 foxtail-millet,TUN,-0.0 -foxtail-millet,TUR,-1.3003990054130554 +foxtail-millet,TUR,-1.2917228937149048 foxtail-millet,TWN,-0.0 -foxtail-millet,TZA,-0.503758430480957 -foxtail-millet,UGA,-0.1854245662689209 +foxtail-millet,TZA,-0.5092430412769318 +foxtail-millet,UGA,-0.20531106740236282 foxtail-millet,UKR,-0.7608203291893005 foxtail-millet,URY,7.5 foxtail-millet,USA,-0.42737188935279846 foxtail-millet,UZB,-0.8081822693347931 foxtail-millet,VNM,-1.5837616920471191 foxtail-millet,YEM,-0.43398135900497437 -foxtail-millet,ZAF,-0.37997323274612427 -foxtail-millet,ZMB,-0.3892015814781189 -foxtail-millet,ZWE,0.19787611067295074 -gram,AFG,-1.047028362751007 -gram,AGO,-1.1477593183517456 -gram,ALB,-1.0059937834739685 +foxtail-millet,ZAF,-0.39107294380664825 +foxtail-millet,ZMB,-0.4062809646129608 +foxtail-millet,ZWE,0.1919526532292366 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sunflower,BGD,7.5 -sunflower,BGR,0.00012662862718570977 -sunflower,BIH,0.1174091175198555 -sunflower,BLR,-0.3164772242307663 -sunflower,BOL,0.05012587085366249 -sunflower,BRA,0.03717817738652229 +sunflower,BGR,9.318390220869333e-05 +sunflower,BIH,0.17149601876735687 +sunflower,BLR,-0.31651222705841064 +sunflower,BOL,0.050070393830537796 +sunflower,BRA,0.13049174845218658 sunflower,BTN,7.5 -sunflower,BWA,-0.5985949337482452 -sunflower,CAF,-0.18889765441417694 -sunflower,CAN,-0.20631901919841766 -sunflower,CHE,-0.912274032831192 -sunflower,CHL,-0.42830851674079895 -sunflower,CHN,-1.220137357711792 -sunflower,COD,-0.49428771436214447 -sunflower,COG,-0.5987745523452759 +sunflower,BWA,-0.6500638425350189 +sunflower,CAF,-0.18893961608409882 +sunflower,CAN,-0.20644354820251465 +sunflower,CHE,-0.9123453795909882 +sunflower,CHL,-0.4283621609210968 +sunflower,CHN,-1.2202224731445312 +sunflower,COD,-0.49430742859840393 +sunflower,COG,-0.5987865924835205 sunflower,COL,7.5 -sunflower,CZE,0.046439219266176224 -sunflower,DEU,0.0919925756752491 +sunflower,CZE,0.046363793313503265 +sunflower,DEU,0.08216975256800652 sunflower,DNK,7.5 -sunflower,DZA,-0.13803325593471527 -sunflower,ECU,-0.3165033757686615 -sunflower,EGY,-0.0044420030899345875 +sunflower,DZA,-0.13805179297924042 +sunflower,ECU,-0.3165771812200546 +sunflower,EGY,-0.004537935834378004 sunflower,ERI,7.5 -sunflower,ESP,-0.11333460733294487 -sunflower,EST,3.7326746098697186 -sunflower,ETH,-0.18978022783994675 +sunflower,ESP,-0.10471446812152863 +sunflower,EST,3.7326461356133223 +sunflower,ETH,-0.18980392813682556 sunflower,FIN,7.5 -sunflower,FRA,-0.10953947901725769 -sunflower,GEO,-0.11750590428709984 -sunflower,GRC,-0.41114750504493713 +sunflower,FRA,-0.10961037129163742 +sunflower,GEO,-0.11752352491021156 +sunflower,GRC,-0.44083869457244873 sunflower,GUF,-0.0 sunflower,GUY,7.5 -sunflower,HRV,-3.6831995397806168 -sunflower,HUN,0.3562725633382797 -sunflower,IND,-0.4407581090927124 -sunflower,IRN,-0.41202394664287567 -sunflower,IRQ,-0.22580597549676895 -sunflower,ISR,-3.438403367996216 -sunflower,ITA,-0.07339505944401026 -sunflower,JOR,0.22381235659122467 -sunflower,KAZ,0.09274742752313614 -sunflower,KEN,-0.08093301206827164 -sunflower,KGZ,-0.29525038599967957 -sunflower,KHM,-0.2269306778907776 -sunflower,LAO,-0.5003227591514587 -sunflower,LBN,0.4432583749294281 -sunflower,LSO,-0.06680208444595337 -sunflower,LTU,-0.08199731633067131 -sunflower,LUX,-0.1332417642697692 -sunflower,LVA,3.691405687481165 -sunflower,MAR,-0.31435053050518036 -sunflower,MDA,0.3478362560272217 -sunflower,MEX,0.0887175053358078 -sunflower,MKD,0.03388485684990883 -sunflower,MMR,-0.47911258041858673 -sunflower,MNE,0.0764941330999136 -sunflower,MNG,-0.07944013923406601 -sunflower,MOZ,0.16063779592514038 -sunflower,MWI,-0.39521539211273193 +sunflower,HRV,-3.6833023875951767 +sunflower,HUN,0.35615287721157074 +sunflower,IND,-0.43806855380535126 +sunflower,IRN,-0.411862850189209 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-sunflower,ZMB,-0.5962294042110443 -sunflower,ZWE,-0.040613945573568344 -sweet-potato,AFG,-2.016092360019684 -sweet-potato,AGO,-3.1527185440063477 -sweet-potato,ALB,-1.8091415166854858 -sweet-potato,ARE,-0.6380565762519836 -sweet-potato,ARG,-0.982307493686676 -sweet-potato,ARM,-1.5589828491210938 +sunflower,ZAF,-0.18720217049121857 +sunflower,ZMB,-0.5962415337562561 +sunflower,ZWE,0.06323155015707016 +sweet-potato,AFG,-2.0160924196243286 +sweet-potato,AGO,-3.1527187824249268 +sweet-potato,ALB,-1.8091422319412231 +sweet-potato,ARE,-0.638056755065918 +sweet-potato,ARG,-0.8982495963573456 +sweet-potato,ARM,-1.5589832067489624 sweet-potato,ATG,-4.204579830169678 -sweet-potato,AUS,-2.4698874950408936 +sweet-potato,AUS,-0.0 sweet-potato,AUT,-7.5 -sweet-potato,AZE,-2.6432498693466187 -sweet-potato,BDI,-0.5989163219928741 +sweet-potato,AZE,-2.6432501077651978 +sweet-potato,BDI,-0.5989164412021637 sweet-potato,BEL,-0.0 -sweet-potato,BEN,-1.1020101010799408 +sweet-potato,BEN,-1.1020102798938751 sweet-potato,BFA,-3.248414993286133 -sweet-potato,BGD,0.8051814138889313 -sweet-potato,BGR,-1.2057652473449707 -sweet-potato,BHS,-3.5910028219223022 -sweet-potato,BIH,-2.7249302864074707 -sweet-potato,BLR,-4.104970395565033 -sweet-potato,BLZ,-2.813149333000183 -sweet-potato,BOL,-0.31647293269634247 -sweet-potato,BRA,-1.3368853330612183 +sweet-potato,BGD,0.8051829636096954 +sweet-potato,BGR,-1.2057663202285767 +sweet-potato,BHS,-3.5909056663513184 +sweet-potato,BIH,-2.72493052482605 +sweet-potato,BLR,-4.10497260093689 +sweet-potato,BLZ,-2.813149571418762 +sweet-potato,BOL,-0.3164731562137604 +sweet-potato,BRA,-1.3091007471084595 sweet-potato,BRB,-7.5 sweet-potato,BRN,-7.5 sweet-potato,BTN,7.5 sweet-potato,BWA,-0.0 -sweet-potato,CAF,-3.797812581062317 -sweet-potato,CAN,-1.5463836193084717 -sweet-potato,CHE,-0.627505362033844 +sweet-potato,CAF,-3.7978127002716064 +sweet-potato,CAN,-2.033702850341797 +sweet-potato,CHE,-7.5 sweet-potato,CHL,-0.0 sweet-potato,CHN,-7.5 -sweet-potato,CIV,-0.39846718311309814 +sweet-potato,CIV,-0.39846716821193695 sweet-potato,CMR,-2.989189624786377 -sweet-potato,COD,-3.3898900747299194 -sweet-potato,COG,-3.078812837600708 -sweet-potato,COL,-2.060367703437805 +sweet-potato,COD,-3.38988995552063 +sweet-potato,COG,-3.0788127183914185 +sweet-potato,COL,-2.060367465019226 sweet-potato,COM,-3.572199583053589 sweet-potato,CPV,-7.5 -sweet-potato,CRI,3.704215597361326 -sweet-potato,CUB,-2.543386220932007 -sweet-potato,CYP,-4.166990429162979 -sweet-potato,CZE,-0.5465245693922043 +sweet-potato,CRI,3.704215444624424 +sweet-potato,CUB,-2.543387770652771 +sweet-potato,CYP,-4.132151812314987 +sweet-potato,CZE,-0.7031247913837433 sweet-potato,DEU,-0.0 sweet-potato,DNK,-0.0 -sweet-potato,DOM,-3.6661453247070312 -sweet-potato,DZA,-0.9113007187843323 -sweet-potato,ECU,0.8778302669525146 -sweet-potato,EGY,-1.7309449315071106 +sweet-potato,DOM,-3.6504751443862915 +sweet-potato,DZA,-0.9113011360168457 +sweet-potato,ECU,0.8778301477432251 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-sweet-potato,ITA,-1.4105291962623596 +sweet-potato,ITA,-1.4105215668678284 sweet-potato,JAM,-7.5 -sweet-potato,JOR,-0.17206236720085144 +sweet-potato,JOR,-0.16313037276268005 sweet-potato,JPN,-7.5 -sweet-potato,KAZ,-2.5829073190689087 -sweet-potato,KEN,-2.760702610015869 -sweet-potato,KGZ,-2.3949519395828247 -sweet-potato,KHM,-2.6734782457351685 -sweet-potato,KOR,-1.3043254911899567 -sweet-potato,LAO,-1.6320792436599731 -sweet-potato,LBN,-0.8984394967556 +sweet-potato,KAZ,-2.582907557487488 +sweet-potato,KEN,-2.760702133178711 +sweet-potato,KGZ,-2.3949520587921143 +sweet-potato,KHM,-2.6734784841537476 +sweet-potato,KOR,-1.304326593875885 +sweet-potato,LAO,-1.6320793628692627 +sweet-potato,LBN,-0.8984396457672119 sweet-potato,LBR,-2.6444308757781982 -sweet-potato,LBY,-1.423813819885254 -sweet-potato,LKA,-0.9012871086597443 -sweet-potato,LSO,-1.8407036066055298 -sweet-potato,LTU,-2.2303946018218994 +sweet-potato,LBY,-1.4238145351409912 +sweet-potato,LKA,-0.9005610942840576 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-sweet-potato,PNG,-3.125209331512451 -sweet-potato,POL,-0.5424726903438568 -sweet-potato,PRI,-6.758495092391968 +sweet-potato,PER,-1.9515535235404968 +sweet-potato,PHL,-1.2703145146369934 +sweet-potato,PNG,-3.1252081394195557 +sweet-potato,POL,-0.5377524495124817 +sweet-potato,PRI,-6.758495330810547 sweet-potato,PRT,-7.5 -sweet-potato,PRY,-1.074410319328308 -sweet-potato,PSE,-3.883699655532837 -sweet-potato,ROU,-1.9915907979011536 -sweet-potato,RUS,-2.6120340824127197 -sweet-potato,RWA,-0.6163406074047089 -sweet-potato,SAU,-0.6425362229347229 -sweet-potato,SDN,-2.076765537261963 +sweet-potato,PRY,-1.0536905527114868 +sweet-potato,PSE,-3.8836997747421265 +sweet-potato,ROU,-1.9915916323661804 +sweet-potato,RUS,-2.6641860008239746 +sweet-potato,RWA,-0.6163407266139984 +sweet-potato,SAU,-0.642536461353302 +sweet-potato,SDN,-2.076765775680542 sweet-potato,SEN,-7.5 -sweet-potato,SLB,-1.7885255217552185 +sweet-potato,SLB,-1.788506031036377 sweet-potato,SLE,-2.2337507009506226 -sweet-potato,SLV,2.9324586391448975 -sweet-potato,SOM,-2.78107225894928 -sweet-potato,SRB,-4.643224537372589 -sweet-potato,SSD,3.75 +sweet-potato,SLV,2.9324633479118347 +sweet-potato,SOM,-2.7810723781585693 +sweet-potato,SRB,-4.643224895000458 +sweet-potato,SSD,7.5 sweet-potato,SUR,-7.5 -sweet-potato,SVK,-1.6246902346611023 -sweet-potato,SVN,-0.7352835536003113 -sweet-potato,SWE,-1.5695460438728333 +sweet-potato,SVK,-4.638444364070892 +sweet-potato,SVN,-0.7352840602397919 +sweet-potato,SWE,-7.5 sweet-potato,SWZ,-3.662919759750366 sweet-potato,SYR,-7.5 -sweet-potato,TCD,-0.9532046318054199 +sweet-potato,TCD,-0.9532046914100647 sweet-potato,TGO,-0.5109198689460754 -sweet-potato,THA,-1.3301018476486206 -sweet-potato,TJK,-3.4557143449783325 -sweet-potato,TKM,-2.0626306533813477 -sweet-potato,TLS,-1.1863011121749878 -sweet-potato,TTO,-4.395145654678345 -sweet-potato,TUN,-2.584324359893799 -sweet-potato,TUR,-0.1806287057697773 -sweet-potato,TWN,-0.6370346993207932 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-wheat,NAM,-0.6464372277259827 -wheat,NER,-0.09865003824234009 -wheat,NGA,-0.5881969928741455 +wheat,LBN,-0.42716051638126373 +wheat,LBY,-0.5704250037670135 +wheat,LSO,-0.07938305288553238 +wheat,LTU,-0.2794179320335388 +wheat,LUX,-0.10377901792526245 +wheat,LVA,-0.1374373510479927 +wheat,MAR,-0.19042691588401794 +wheat,MDA,0.06327067967504263 +wheat,MDG,-0.4988030791282654 +wheat,MEX,-0.7268228530883789 +wheat,MKD,-0.0548893753439188 +wheat,MLI,-0.350791871547699 +wheat,MLT,-1.2936814725399017 +wheat,MMR,-0.6076293587684631 +wheat,MNE,-0.2179597243666649 +wheat,MNG,-0.04980077967047691 +wheat,MOZ,-0.3815550208091736 +wheat,MRT,-0.3925912082195282 +wheat,MWI,3.4388242959976196 +wheat,NAM,-0.6593651175498962 +wheat,NER,-0.10748331248760223 +wheat,NGA,-0.592044472694397 wheat,NIC,7.5 -wheat,NLD,-1.0829930305480957 -wheat,NOR,-1.200875163078308 -wheat,NPL,-0.32172703742980957 -wheat,NZL,-1.1134370863437653 -wheat,OMN,-4.356808662414551 -wheat,PAK,-0.2754996567964554 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-white-potato,GIN,-6.453396320343018 +white-potato,GIN,-6.453381299972534 white-potato,GMB,-3.75 white-potato,GNB,-6.679871559143066 white-potato,GNQ,-6.765056610107422 white-potato,GRC,-7.5 -white-potato,GRD,-6.834321975708008 -white-potato,GTM,-2.9312671422958374 +white-potato,GRD,-7.5 +white-potato,GTM,-2.949302911758423 white-potato,GUF,-7.5 white-potato,GUY,-0.0 white-potato,HND,-7.5 -white-potato,HRV,-2.7640798091888428 +white-potato,HRV,-2.7651818990707397 white-potato,HTI,-6.680964469909668 -white-potato,HUN,-2.143155187368393 -white-potato,IDN,-3.559909224510193 -white-potato,IND,-3.3499138355255127 -white-potato,IRL,-0.2761898338794708 -white-potato,IRN,-0.021205566823482513 -white-potato,IRQ,-4.3853161334991455 +white-potato,HUN,-2.143155127763748 +white-potato,IDN,-3.559908628463745 +white-potato,IND,-3.3499131202697754 +white-potato,IRL,-0.27618780732154846 +white-potato,IRN,-0.021203599870204926 +white-potato,IRQ,-4.385315656661987 white-potato,ISR,-7.5 white-potato,ITA,-7.5 -white-potato,JAM,-6.3324432373046875 -white-potato,JOR,-7.412160396575928 +white-potato,JAM,-6.481093406677246 +white-potato,JOR,-7.403227806091309 white-potato,JPN,-7.5 -white-potato,KAZ,-0.09056112356483936 -white-potato,KEN,-1.6148127317428589 -white-potato,KGZ,-1.7980634570121765 +white-potato,KAZ,-0.09056085720658302 +white-potato,KEN,-1.6148124933242798 +white-potato,KGZ,-1.798063337802887 white-potato,KHM,-6.033255577087402 -white-potato,KOR,-3.7003318071365356 -white-potato,LAO,-3.679325819015503 -white-potato,LBN,-7.144816637039185 -white-potato,LBR,-5.363583326339722 -white-potato,LBY,-3.3295788764953613 -white-potato,LKA,-7.308396816253662 -white-potato,LSO,-3.469724416732788 -white-potato,LTU,-0.4487343430519104 -white-potato,LUX,-3.72948157787323 -white-potato,LVA,0.9314104616641998 -white-potato,MAR,-1.6215582489967346 -white-potato,MDA,0.673721194267273 +white-potato,KOR,-3.700335741043091 +white-potato,LAO,1.9178624153137207 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-white-potato,RUS,0.1625707596540451 -white-potato,RWA,-1.396718442440033 +white-potato,ROU,-2.7660036087036133 +white-potato,RUS,0.16708266735076904 +white-potato,RWA,-1.3967185616493225 white-potato,SAU,-7.5 -white-potato,SDN,-5.256337642669678 -white-potato,SEN,-5.754837989807129 -white-potato,SLB,-4.4821836948394775 +white-potato,SDN,-5.5449113845825195 +white-potato,SEN,-5.785725355148315 +white-potato,SLB,-4.482147216796875 white-potato,SLE,-6.038959980010986 -white-potato,SLV,-5.7706215381622314 -white-potato,SOM,-5.754683971405029 -white-potato,SRB,1.1184980273246765 -white-potato,SSD,-6.522021293640137 +white-potato,SLV,-5.770610332489014 +white-potato,SOM,-5.88116717338562 +white-potato,SRB,1.1184985637664795 +white-potato,SSD,-7.5 white-potato,SUR,-7.5 -white-potato,SVK,-3.1073107719421387 -white-potato,SVN,-2.775937080383301 -white-potato,SWE,-4.9241578578948975 +white-potato,SVK,-3.1073110103607178 +white-potato,SVN,-2.77593731880188 +white-potato,SWE,-4.924295425415039 white-potato,SWZ,-7.008403778076172 -white-potato,SYR,-3.7654731273651123 +white-potato,SYR,-3.765472888946533 white-potato,TCD,-6.439121723175049 white-potato,TGO,-6.8477606773376465 -white-potato,THA,-2.043655276298523 -white-potato,TJK,-1.7283128499984741 +white-potato,THA,-2.0436549186706543 +white-potato,TJK,-1.7283135056495667 white-potato,TKM,-5.169633388519287 -white-potato,TLS,-0.4734712243080139 -white-potato,TTO,-6.714519739151001 -white-potato,TUN,-1.2923859357833862 -white-potato,TUR,-1.554210603237152 -white-potato,TWN,-3.692129135131836 -white-potato,TZA,-0.24245157837867737 -white-potato,UGA,-6.653635263442993 -white-potato,UKR,0.9704259037971497 +white-potato,TLS,-4.005785256624222 +white-potato,TTO,-7.5 +white-potato,TUN,-1.292385458946228 +white-potato,TUR,-1.5542086958885193 +white-potato,TWN,-4.148016452789307 +white-potato,TZA,-0.242451474070549 +white-potato,UGA,-6.653731822967529 +white-potato,UKR,0.9700972437858582 white-potato,URY,-7.5 -white-potato,USA,0.9548938274383545 -white-potato,UZB,-3.4913913011550903 -white-potato,VEN,-3.998827576637268 -white-potato,VNM,-4.851073503494263 -white-potato,YEM,-5.896713495254517 -white-potato,ZAF,-3.806148052215576 +white-potato,USA,0.9592857956886292 +white-potato,UZB,-3.4913910627365112 +white-potato,VEN,-4.064093589782715 +white-potato,VNM,-4.8510730266571045 +white-potato,YEM,-5.896713018417358 +white-potato,ZAF,-3.806147336959839 white-potato,ZMB,-7.5 white-potato,ZWE,-7.5 yam,AFG,7.5 -yam,AGO,-2.934256672859192 -yam,ARG,-0.9703506827354431 +yam,AGO,-2.9343613386154175 +yam,ARG,7.5 yam,ATG,-4.489343166351318 -yam,BDI,-4.483736991882324 -yam,BEN,-1.176262080669403 -yam,BFA,-2.702925205230713 -yam,BIH,-2.3084254264831543 +yam,BDI,-4.483786582946777 +yam,BEN,-1.1763904690742493 +yam,BFA,-2.7030320167541504 +yam,BIH,-0.0 yam,BLZ,-1.4796286821365356 -yam,BOL,-5.195361852645874 -yam,BRA,-3.122835874557495 +yam,BOL,-5.195361614227295 +yam,BRA,-3.122835397720337 yam,BRB,-7.5 -yam,BRN,-5.205021142959595 -yam,BTN,-4.7500691413879395 -yam,BWA,-4.2526044845581055 -yam,CAF,-3.997747778892517 +yam,BRN,-5.205046653747559 +yam,BTN,-4.720355987548828 +yam,BWA,-4.5275938510894775 +yam,CAF,-3.997813582420349 yam,CHL,-0.0 -yam,CHN,-0.5765328705310822 -yam,CIV,-0.716604471206665 -yam,CMR,-2.934337615966797 -yam,COD,-4.241106748580933 -yam,COG,-4.2376439571380615 -yam,COL,-0.891929030418396 -yam,COM,-4.329634666442871 +yam,CHN,-0.5767361223697662 +yam,CIV,-0.7166515588760376 +yam,CMR,-2.934443950653076 +yam,COD,-4.241165399551392 +yam,COG,-4.237703084945679 +yam,COL,-0.8940050601959229 +yam,COM,-4.329689979553223 yam,CRI,-7.5 -yam,CUB,-2.660378932952881 -yam,DOM,-2.5111435651779175 -yam,ECU,-5.37092399597168 -yam,EGY,0.9687807261943817 -yam,ERI,-5.603344678878784 -yam,ETH,-1.9619032144546509 +yam,CUB,-2.660409092903137 +yam,DOM,-2.5111581087112427 +yam,ECU,-5.37074089050293 +yam,EGY,0.9685197174549103 +yam,ERI,-5.603356838226318 +yam,ETH,-1.9620407223701477 yam,FJI,-7.5 -yam,GAB,-4.2168543338775635 -yam,GHA,-1.229315161705017 -yam,GIN,-2.2652628421783447 +yam,GAB,-4.216912508010864 +yam,GHA,-1.2294719219207764 +yam,GIN,-2.265323519706726 yam,GMB,-7.5 -yam,GNB,-4.19596266746521 -yam,GNQ,-4.4858574867248535 +yam,GNB,-4.196008682250977 +yam,GNQ,-4.485906600952148 yam,GRD,-7.5 yam,GTM,7.5 yam,GUF,7.5 yam,GUY,-7.5 -yam,HND,-4.26451301574707 +yam,HND,-4.2645134925842285 yam,HRV,-0.0 yam,HTI,-5.360596656799316 -yam,IDN,-4.654703140258789 -yam,IND,-1.019332766532898 +yam,IDN,-4.654752254486084 +yam,IND,-0.7946604788303375 yam,IRN,-0.0 -yam,ISR,-1.0109733641147614 +yam,ISR,3.148059606552124 yam,JAM,-7.5 -yam,JOR,4.1430752873420715 +yam,JOR,7.5 yam,JPN,-7.5 -yam,KEN,-1.559640347957611 -yam,KHM,-2.5132601261138916 -yam,LAO,1.9901503324508667 -yam,LBN,-4.706673860549927 -yam,LBR,-3.7932132482528687 -yam,LKA,-3.0666112899780273 +yam,KEN,-1.554877519607544 +yam,KHM,-2.5133907794952393 +yam,LAO,1.9898558855056763 +yam,LBN,-4.706743240356445 +yam,LBR,-3.7932850122451782 +yam,LKA,-3.0683892965316772 yam,LSO,-0.0 -yam,MDG,-4.059040307998657 -yam,MEX,2.8864649534225464 -yam,MLI,-5.245889902114868 -yam,MMR,0.9744532704353333 +yam,MDG,-4.059107542037964 +yam,MEX,2.9044225215911865 +yam,MLI,-5.246054172515869 +yam,MMR,2.2785796523094177 yam,MNE,-0.0 -yam,MOZ,-3.8874822854995728 -yam,MRT,-6.383007049560547 -yam,MUS,-3.4970991611480713 -yam,MWI,-0.0 -yam,MYS,-2.711567759513855 -yam,NAM,-3.0224064588546753 -yam,NER,-5.324341058731079 -yam,NGA,-2.8321731090545654 -yam,NIC,-2.385351777076721 -yam,NPL,-5.01775050163269 -yam,PAK,1.2525835037231445 -yam,PAN,-3.2153533697128296 -yam,PER,-3.757173776626587 -yam,PHL,-1.6226337552070618 -yam,PNG,-2.632683753967285 +yam,MOZ,-3.8877737522125244 +yam,MRT,-6.383017063140869 +yam,MUS,-3.497187376022339 +yam,MWI,7.5 +yam,MYS,-2.7116893529891968 +yam,NAM,-3.0225069522857666 +yam,NER,-5.324361801147461 +yam,NGA,-2.832276940345764 +yam,NIC,-2.2293719053268433 +yam,NPL,-5.017784833908081 +yam,PAK,1.252428412437439 +yam,PAN,-3.215519905090332 +yam,PER,-3.7464905977249146 +yam,PHL,-1.6224873661994934 +yam,PNG,-2.6320698261260986 yam,PRI,-7.5 yam,PRY,7.5 -yam,PSE,-1.5258890390396118 -yam,RWA,-0.838718980550766 +yam,PSE,-1.3539988100528717 +yam,RWA,-0.8387764692306519 yam,SAU,-0.0 -yam,SDN,-5.744183540344238 -yam,SEN,-2.15857595205307 -yam,SLB,-1.8003202676773071 -yam,SLE,-5.3781633377075195 -yam,SLV,2.729663610458374 +yam,SDN,-5.748590469360352 +yam,SEN,-1.4869715571403503 +yam,SLB,-1.8002225160598755 +yam,SLE,-5.378182411193848 +yam,SLV,2.7297595739364624 yam,SOM,-0.0 -yam,SSD,-5.167559862136841 -yam,STP,-4.706610918045044 -yam,SUR,-2.3886003494262695 -yam,SWZ,-3.974542021751404 -yam,SYR,-2.0030922889709473 -yam,TCD,-4.035828590393066 -yam,TGO,-1.110143780708313 -yam,THA,-1.8080795407295227 -yam,TLS,-5.463002443313599 +yam,SSD,-5.16758394241333 +yam,STP,-4.743098497390747 +yam,SUR,-2.388601541519165 +yam,SWZ,-3.974611520767212 +yam,SYR,7.5 +yam,TCD,-4.035890102386475 +yam,TGO,-1.1102235317230225 +yam,THA,-1.8082450032234192 +yam,TLS,-5.463021278381348 yam,TTO,-7.5 -yam,TWN,-2.4488754272460938 -yam,TZA,-4.566601991653442 -yam,UGA,-3.9058055877685547 +yam,TWN,-2.428731083869934 +yam,TZA,-4.5667877197265625 +yam,UGA,-3.9058758020401 yam,URY,7.5 -yam,USA,5.490311622619629 -yam,VEN,-2.3649719953536987 -yam,VNM,-3.4608877897262573 -yam,VUT,-3.1063307523727417 -yam,ZAF,-4.370602130889893 -yam,ZMB,3.75 -yam,ZWE,-3.2958728075027466 +yam,USA,5.4903130531311035 +yam,VEN,-2.3649706840515137 +yam,VNM,-3.460469126701355 +yam,VUT,-3.1067800521850586 +yam,ZAF,-4.370655298233032 +yam,ZMB,7.5 +yam,ZWE,-3.2959673404693604 diff --git a/data/curated/calibration/gbd-anchored/deviation_penalty.yaml b/data/curated/calibration/gbd-anchored/deviation_penalty.yaml index e41f5ae3..50fe7560 100644 --- a/data/curated/calibration/gbd-anchored/deviation_penalty.yaml +++ b/data/curated/calibration/gbd-anchored/deviation_penalty.yaml @@ -14,9 +14,9 @@ components: - grassland - feed l1_costs: - cropland: 1.564181887678137 - grassland: 0.15990866204242277 - feed: 0.07454894173640202 -iterations: 3 + cropland: 1.5736289051426577 + grassland: 0.1623770654010504 + feed: 0.07842882067882782 +iterations: 6 converged: true -final_residual_log_inf: 0.015471831446956581 +final_residual_log_inf: 0.009996140710746514 diff --git a/data/curated/calibration/gbd-anchored/exogenous_feed.csv b/data/curated/calibration/gbd-anchored/exogenous_feed.csv index a4e4d2b7..69407a9b 100644 --- a/data/curated/calibration/gbd-anchored/exogenous_feed.csv +++ b/data/curated/calibration/gbd-anchored/exogenous_feed.csv @@ -9,10 +9,10 @@ ARM,0.0,0.0,0.921945 ATG,0.0,0.0,0.001203 AZE,0.0,0.0,1.66953 BFA,0.0,0.0,2.427716 -BGD,0.0,0.0,9.27415 -BHS,0.0,0.0,0.000234 +BGD,0.0,0.0,9.275321 +BHS,0.0,0.0,0.00024 BOL,0.0,0.0,3.061832 -BRA,0.0,0.0,4.273273 +BRA,0.0,0.0,4.273265 BRB,0.0,0.0,0.001185 BRN,0.0,0.0,0.098262 BTN,0.0,0.0,0.032702 @@ -21,59 +21,59 @@ CAF,0.0,0.0,3.145721 CHL,0.0,0.0,1.174709 CMR,0.0,0.0,1.961351 COG,0.0,0.0,0.10183 -COL,0.0,0.0,4.952689 +COL,0.0,0.0,4.952398 COM,0.0,0.0,0.023562 CPV,0.0,0.0,0.014816 CRI,0.0,0.0,0.47573 -CUB,0.0,0.0,0.474244 +CUB,0.0,0.0,0.474311 CYP,0.0,0.0,0.026106 DJI,0.0,0.0,0.253116 -DOM,0.0,0.0,0.732628 +DOM,0.0,0.0,0.732631 DZA,0.0,0.0,7.00381 -ECU,0.0,0.0,0.999302 +ECU,0.0,0.0,0.99931 EGY,0.0,0.0,7.632216 ERI,0.0,0.0,0.647034 ETH,0.0,0.0,3.538889 GEO,0.0,0.0,0.291165 -GNB,0.0,0.0,0.082362 +GNB,0.0,0.0,0.082521 GRD,0.0,0.0,0.003329 -GTM,0.0,0.0,0.88227 +GTM,0.0,0.0,0.88201 HND,0.0,0.0,0.32824 HTI,0.0,0.0,0.567069 -IND,0.0,0.0,289.219147 +IND,0.0,0.0,289.219116 IRL,0.0,0.0,0.334866 ISL,0.0,0.0,0.030581 ISR,0.0,0.0,1.114113 JAM,0.0,0.0,0.181489 JOR,0.0,0.0,0.90952 -JPN,1.611782,1.221458,1.321806 -KEN,0.0,0.0,8.553471 -KOR,2.720941,0.374992,2.658246 -LAO,0.0,0.056044,0.0 +JPN,1.601819,1.221458,1.323049 +KEN,0.0,0.0,8.553256 +KOR,2.719905,0.374992,2.658246 +LAO,0.0,0.055978,0.0 LBN,0.0,0.0,0.255602 -LBY,0.0,0.0,0.793361 -LSO,0.0,0.0,0.09329 +LBY,0.0,0.0,0.793355 +LSO,0.0,0.0,0.093215 MAR,0.0,0.0,5.567759 MEX,0.0,0.0,2.591533 MLT,0.0,0.0,0.002164 MNE,0.0,0.0,0.002303 MNG,0.0,0.0,15.397595 MRT,0.0,0.0,2.105997 -MYS,0.0,0.0,0.217635 +MYS,0.0,0.0,0.217634 NAM,0.0,0.0,0.693243 NER,0.0,0.0,1.711398 -NIC,0.0,0.0,1.291703 +NIC,0.0,0.0,1.291705 NLD,0.0,0.0,0.117066 NPL,0.0,0.0,15.855976 OMN,0.0,0.0,1.601173 -PAK,0.0,6.85822,166.893402 -PAN,0.0,0.0,0.335552 -PER,0.0,0.0,0.826979 +PAK,0.0,6.977015,166.893402 +PAN,0.0,0.0,0.335515 +PER,0.0,0.0,0.827014 PRI,0.0,0.0,0.093587 PRY,0.0,0.0,0.155431 PSE,0.0,0.0,0.253434 RWA,0.0,0.0,0.380831 -SAU,0.0,0.0,3.207552 +SAU,0.0,0.0,3.207553 SDN,0.0,0.0,11.693514 SEN,0.0,0.0,0.880735 SOM,0.0,0.0,5.319848 @@ -84,16 +84,16 @@ SYR,0.0,0.0,1.271963 TCD,0.0,0.0,25.86199 TJK,0.0,0.0,0.247151 TKM,0.0,0.0,0.695718 -TLS,0.002871,0.01037,0.067521 -TTO,0.0,0.0,0.006878 +TLS,0.002867,0.01037,0.067521 +TTO,0.0,0.0,0.00687 TUN,0.0,0.0,1.242337 -TUR,0.0,0.0,1.663914 -TWN,1.325626,0.00074,0.0 -TZA,0.0,0.0,9.637824 -UGA,0.0,0.0,3.557157 +TUR,0.0,0.0,1.66396 +TWN,1.326228,0.0,0.0 +TZA,0.0,0.0,9.637837 +UGA,0.0,0.0,3.557199 URY,0.0,0.0,2.438584 -VEN,0.0,0.0,3.763239 +VEN,0.0,0.0,3.763237 YEM,0.0,0.0,3.183531 -ZAF,0.0,0.0,5.481274 +ZAF,0.0,0.0,5.481237 ZMB,0.0,0.0,2.941371 ZWE,0.0,0.0,10.748748 diff --git a/data/curated/calibration/gbd-anchored/exogenous_forage.csv b/data/curated/calibration/gbd-anchored/exogenous_forage.csv index 302824e5..4cdc9f33 100644 --- a/data/curated/calibration/gbd-anchored/exogenous_forage.csv +++ b/data/curated/calibration/gbd-anchored/exogenous_forage.csv @@ -5,7 +5,7 @@ country,exogenous_forage_mt_dm AFG,0.0 AGO,0.0 ALB,0.0 -ARE,1.960736 +ARE,1.958419 ARG,0.0 ARM,0.0 ATG,0.0 @@ -38,7 +38,7 @@ CMR,0.0 COD,0.0 COG,0.0 COL,0.0 -COM,0.083786 +COM,0.083741 CPV,0.0 CRI,0.0 CUB,0.0 @@ -50,7 +50,7 @@ DNK,0.0 DOM,0.0 DZA,0.0 ECU,0.0 -EGY,20.905624 +EGY,20.095776 ERI,0.0 ESP,0.0 EST,0.0 @@ -76,7 +76,7 @@ HRV,0.0 HTI,0.0 HUN,0.0 IDN,0.0 -IND,147.362427 +IND,151.11058 IRL,0.0 IRN,0.0 IRQ,0.0 @@ -107,7 +107,7 @@ MEX,0.0 MKD,0.0 MLI,0.0 MLT,0.0 -MMR,8.618978 +MMR,8.619004 MNE,0.0 MNG,0.0 MOZ,0.0 @@ -156,8 +156,8 @@ SYR,0.0 TCD,0.0 TGO,0.0 THA,0.0 -TJK,3.385071 -TKM,9.849616 +TJK,3.332775 +TKM,9.849668 TLS,0.0 TTO,0.0 TUN,0.0 @@ -168,9 +168,9 @@ UGA,0.0 UKR,0.0 URY,0.0 USA,0.0 -UZB,15.069183 +UZB,15.04438 VEN,0.0 -VNM,4.006212 +VNM,4.376188 VUT,0.0 YEM,0.0 ZAF,0.0 diff --git a/data/curated/calibration/gbd-anchored/fodder_conversion.csv b/data/curated/calibration/gbd-anchored/fodder_conversion.csv index b98b623a..08823e62 100644 --- a/data/curated/calibration/gbd-anchored/fodder_conversion.csv +++ b/data/curated/calibration/gbd-anchored/fodder_conversion.csv @@ -44,7 +44,7 @@ CRI,1.0 CUB,1.0 CYP,1.0 CZE,1.0 -DEU,0.733978 +DEU,0.733979 DJI,1.0 DNK,1.0 DOM,1.0 @@ -53,7 +53,7 @@ ECU,1.0 EGY,1.0 ERI,1.0 ESP,1.0 -EST,0.4755 +EST,0.475501 ETH,1.0 FIN,1.0 FJI,1.0 @@ -85,7 +85,7 @@ ISR,1.0 ITA,1.0 JAM,1.0 JOR,1.0 -JPN,0.763625 +JPN,0.763731 KAZ,1.0 KEN,1.0 KGZ,1.0 @@ -128,13 +128,13 @@ PAK,1.0 PAN,1.0 PER,1.0 PHL,1.0 -PNG,0.98602 +PNG,0.986016 POL,1.0 PRI,1.0 PRT,1.0 PRY,1.0 PSE,1.0 -ROU,0.753902 +ROU,0.753901 RUS,1.0 RWA,1.0 SAU,1.0 diff --git a/data/curated/calibration/gbd-anchored/food_demand.csv b/data/curated/calibration/gbd-anchored/food_demand.csv index 8d13304d..8689eb83 100644 --- a/data/curated/calibration/gbd-anchored/food_demand.csv +++ b/data/curated/calibration/gbd-anchored/food_demand.csv @@ -1,59 +1,60 @@ food,multiplier,net_slack_mt,consumption_mt -apple,0.9964445828712245,0.3677937702741474,103.44602530528209 -banana,1.0,0.0,76.84251734232384 -barley-hulled,1.0,0.0,2.4754922425192945 -buckwheat,0.5704728472172369,2.0801994113294313,4.8429986273336 -cabbage,1.0575492624412763,-12.668129742145538,220.12670892302413 -carrot,1.0261888928606584,-3.1861228942871094,121.65931989715318 -cassava,1.0,0.0,149.8683383288726 +apple,0.9964458887847566,0.36765858670696616,103.44599941895285 +banana,1.0,0.0,76.84249828507745 +barley-hulled,1.0,0.0,2.200347095287043 +buckwheat,0.7434988412486865,0.953127861709163,3.715881309656197 +cabbage,1.0575719761605498,-12.673277601599693,220.12927897868212 +carrot,1.0261823668779644,-3.185366153717041,121.66074093163479 +cassava,1.0,0.0,149.68174137048663 chickpea,1.0,0.0,4.478103744486589 -citrus,1.0512843915064407,-6.78463888168335,132.29442101952736 -cocoa-powder,0.9075563452415882,0.4895184128326946,5.295316526720853 +citrus,1.051283085399352,-6.784464359283447,132.29438725169166 +cocoa-powder,0.9075733242820169,0.4894285178525024,5.295316682662815 coconut,1.0,0.0,2.927419820128307 -coconut-oil,1.0,0.0,1.0790433989332087 -coffee-green,0.8670375363851814,1.5566738274646923,11.707618715416174 -cottonseed-oil,1.0,0.0,4.167233729645886 +coconut-oil,1.0,0.0,1.0779300765188964 +coffee-green,0.8670401855759174,1.5566428339807317,11.70761888261768 +cottonseed-oil,1.0,0.0,4.166764032094761 cowpea,1.0,0.0,2.4007039731534405 -dairy,0.9734069343412688,21.343825676478446,802.6086931978352 -dairy-buffalo,0.9953466808233736,0.6439452366903424,138.38406785523694 +dairy,0.9741199909093337,20.756315441802144,802.0211804828141 +dairy-buffalo,0.9952668258817422,0.6550484308972955,138.39516876645212 dry-pea,1.0,0.0,1.9984850413002277 eggs,1.0,0.0,82.1042355971731 -flour-white,1.0,0.0,255.93475320073776 -flour-wholemeal,1.0,0.0,60.569861044496065 -foxtail-millet,1.0,0.0,3.410226098225394 +flour-white,1.0,0.0,275.431504257489 +flour-wholemeal,1.0,0.0,48.923026258606114 +foxtail-millet,1.0,0.0,2.8788443399389507 gram,1.0,0.0,4.478103744486589 groundnut,1.0,0.0,8.565938512935645 -groundnut-oil,1.0,0.0,3.8057418215357757 -maize,1.0,0.0,106.49321075204716 -mango,1.0328178922234819,-1.5925385136361,48.526532502188275 +groundnut-oil,1.0,0.0,3.804871482762792 +maize,1.0,0.0,68.3637765974645 +maize-whole,1.0,0.0,24.219736276596677 +mango,1.0328182031885782,-1.592553177048103,48.52651950190739 meat-cattle,0.952400557178112,2.308293342590332,48.49412526166998 meat-chicken,0.9895527158773688,0.8225271608680487,78.7311947500566 meat-pig,1.0184832063942477,-1.3977279365062714,75.62150779971125 meat-sheep,1.0872487686362589,-0.8913660735124722,10.21637425312656 -oat,1.0,0.0,1.6780094729440407 -olive-oil,1.087174604317402,-0.3948613061802462,4.529545149898922 -onion,0.9808794720277011,5.4889238413306884,287.0696797328419 -palm-oil,1.0,0.0,26.487057077565623 -pearl-millet,1.0,0.0,3.410226098225394 +oat,1.0,0.0,1.3277868090137872 +olive-oil,1.087588567594996,-0.3965856194263324,4.527824010778659 +onion,0.9808700551790642,5.491691055998672,287.0730212451308 +palm-oil,1.0,0.0,26.456728480317906 +pearl-millet,1.0,0.0,2.8788443399389507 phaseolus-bean,1.0,0.0,7.570616604105453 pigeon-pea,1.0,0.0,0.24040035817802163 -plantain,0.9198868952820304,1.9715050811446417,24.609021059477527 -potato,0.96850232522493,8.17799163016025,259.6379475170979 -rapeseed-oil,1.0,0.0,12.744215775339399 -rendered-fat,1.0,0.0,8.848241350830904 -rice-brown,1.0,0.0,50.39190488612803 -rice-white,1.0,0.0,334.26266210823087 -rye,1.0,0.0,0.9243344825217719 -sesame-oil,1.0,0.0,1.3729037433736266 +plantain,0.9212803413398243,1.9342888810697332,24.571865706631797 +potato,0.968841012453559,8.087209678371437,259.54661287751514 +rapeseed-oil,1.0,0.0,12.743499018413786 +rendered-fat,1.0,0.0,8.840820645729764 +rice-brown,1.0,0.0,42.93316995531495 +rice-white,1.0,0.0,352.6840182970045 +rye,1.0,0.0,0.8833040535437249 +sesame-oil,1.0,0.0,1.3722494907869986 sesame-seed,1.0,0.0,1.130570922832021 -sorghum,1.0,0.0,11.647140672110254 +sorghum,1.0,0.0,9.408891627230332 soy,1.0,0.0,3.8865096387889935 -soybean-oil,1.0,0.0,32.44238214136567 -sugar,1.0,0.0,154.22733178921044 -sunflower-oil,0.9065321687063365,1.3318660576501316,14.249459297558587 +soybean-oil,1.0,0.0,32.41444603788477 +sugar,1.0,0.0,154.03780619380996 +sunflower-oil,0.9070977078763386,1.322979039920483,14.24054250630843 sunflower-seed,1.0,0.0,1.9189327573915307 -sweet-potato,1.0,0.0,55.2135853107211 -tea-dried,0.9839945251497785,0.10681728940289759,6.673796960258187 -tomato,0.9262395867792931,10.365316073257418,140.52681676609063 -watermelon,1.233258642637127,-12.6926908493042,54.414664793577685 -yam,0.9338066770295699,2.294876266399342,34.66930142522847 +sweet-potato,1.0,0.0,55.15792171360226 +tea-dried,0.9839926829455669,0.10682958776851592,6.673797201944581 +tomato,0.9262287442925455,10.366960258106701,140.52845052845078 +watermelon,1.2332589579463555,-12.692705154418945,54.41465256540323 +yam,0.9337977868811682,2.295184926634647,34.66930814706802 diff --git a/data/curated/calibration/gbd-anchored/food_waste.yaml b/data/curated/calibration/gbd-anchored/food_waste.yaml index 1663fddc..a6ed5705 100644 --- a/data/curated/calibration/gbd-anchored/food_waste.yaml +++ b/data/curated/calibration/gbd-anchored/food_waste.yaml @@ -10,26 +10,26 @@ # `tools/calibrate food_waste` instead. fruits: baseline_consumption_mt: 303.5781328359153 - baseline_negative_slack_mt: 111.94602305834997 + baseline_negative_slack_mt: 111.94592668054975 baseline_positive_slack_mt: 0.0 - waste_retention_multiplier: 0.7305908177168986 + waste_retention_multiplier: 0.7305909871721545 oil: - baseline_consumption_mt: 102.02891421989989 - baseline_negative_slack_mt: 0.34316493559163064 - baseline_positive_slack_mt: 1.494497413728368 - waste_retention_multiplier: 1.0114131649297862 + baseline_consumption_mt: 101.94318941038546 + baseline_negative_slack_mt: 0.3454554723575711 + baseline_positive_slack_mt: 1.483789589193293 + waste_retention_multiplier: 1.0112924532605183 starchy_vegetable: - baseline_consumption_mt: 548.8485709926401 + baseline_consumption_mt: 548.2428959218498 baseline_negative_slack_mt: 0.0 - baseline_positive_slack_mt: 26.776431421577627 - waste_retention_multiplier: 1.0512887576103511 + baseline_positive_slack_mt: 26.519915684631314 + waste_retention_multiplier: 1.050831411858786 stimulants: baseline_consumption_mt: 23.68795094791676 baseline_negative_slack_mt: 0.0 - baseline_positive_slack_mt: 2.164228206801454 - waste_retention_multiplier: 1.100550830952086 + baseline_positive_slack_mt: 2.164119137461057 + waste_retention_multiplier: 1.1005452540476452 vegetables: baseline_consumption_mt: 514.297463798519 - baseline_negative_slack_mt: 255.08508318044915 + baseline_negative_slack_mt: 255.09402139157464 baseline_positive_slack_mt: 0.0 - waste_retention_multiplier: 0.6684548094026077 + waste_retention_multiplier: 0.6684470437978027 diff --git a/data/curated/calibration/gbd-anchored/grassland_cost.csv b/data/curated/calibration/gbd-anchored/grassland_cost.csv index 125aaf7b..90e9ea29 100644 --- a/data/curated/calibration/gbd-anchored/grassland_cost.csv +++ b/data/curated/calibration/gbd-anchored/grassland_cost.csv @@ -1,175 +1,175 @@ country,correction_bnusd_per_mha -AFG,-0.0002783827803796157 +AFG,-0.0 AGO,-0.4345769137144089 ALB,-0.20895707607269287 ARE,-0.0 ARG,-0.21808408945798874 ARM,-0.0 ATG,-0.0 -AUS,-0.11690391600131989 +AUS,-0.11690390110015869 AUT,1.2174659058672432e-09 -AZE,0.915382593870163 +AZE,0.902103066444397 BDI,-1.1082043727128621e-08 -BEL,0.08366924151778221 -BEN,3.0615766048431396 -BFA,1.4070661664009094 +BEL,0.08367127552628517 +BEN,3.0179935693740845 +BFA,1.386897623538971 BGD,-0.0 -BGR,-0.3083830028772354 -BHS,-0.030966363847255707 -BIH,-0.4456564486026764 -BLR,-0.019071068614721298 +BGR,-0.30503877997398376 +BHS,-0.0316774295642972 +BIH,-0.4445299804210663 +BLR,-0.019591745920479298 BLZ,-0.7379351556301117 BOL,-0.5958932638168335 -BRA,-0.5617609918117523 -BRB,0.865568995475769 +BRA,-0.3751921057701111 +BRB,0.8522741794586182 BRN,7.141561985015869 -BTN,-0.2882518470287323 +BTN,-0.28948941826820374 BWA,-0.0 -CAF,-0.46485017240047455 -CAN,-0.21885906904935837 -CHE,-0.11954976990818977 -CHL,-0.0009876639232970774 -CHN,-1.8447241956209837e-08 -CIV,-0.5140847712755203 -CMR,4.203157901763916 +CAF,-0.4648502320051193 +CAN,-0.21916517615318298 +CHE,-0.11954900994896889 +CHL,-0.010969268623739481 +CHN,-9.171298387400384e-09 +CIV,-0.51629638671875 +CMR,4.146082162857056 COD,-0.8133789598941803 COG,-0.8903338015079498 -COL,-0.6280472874641418 -COM,7.846769900510253e-10 +COL,-0.7695494294166565 +COM,7.03753166853005e-10 CPV,-0.0 CRI,-0.040161214768886566 -CUB,-0.17234943062067032 -CYP,0.2899330109357834 -CZE,-0.28652919828891754 +CUB,-0.1725609302520752 +CYP,0.28603461384773254 +CZE,-0.280591756105423 DEU,-0.3941321074962616 DJI,-0.0 -DNK,1.817373514175415 +DNK,1.8209227323532104 DOM,7.18969817015136e-09 DZA,-0.0 -ECU,-0.28694531321525574 +ECU,-0.10834560729563236 EGY,-0.0 ERI,-0.036436695605516434 -ESP,-0.04443208500742912 +ESP,-0.044432083144783974 EST,-0.25669121742248535 -ETH,-1.3543125509940523e-09 -FIN,1.6001724004745483 +ETH,-1.5872822500817563e-10 +FIN,1.5787851810455322 FJI,-0.7943975925445557 -FRA,-3.0738755540937746e-08 +FRA,-6.067606639348355e-09 GAB,-0.8158496618270874 -GBR,-0.057546284049749374 +GBR,-0.03493287414312363 GEO,-0.2082834094762802 GHA,3.9665030371338617e-08 -GIN,-0.29034821689128876 -GMB,1.1484697461128235 -GNB,1.0530049800872803 -GNQ,-0.5248542279005051 -GRC,-0.1027151420712471 -GRD,0.6195181608200073 -GTM,-1.962737661287406e-08 +GIN,-0.2904384136199951 +GMB,1.132258951663971 +GNB,1.0381489992141724 +GNQ,-0.7098988890647888 +GRC,-0.10194651782512665 +GRD,0.6089716553688049 +GTM,-4.90308071920964e-10 GUF,-1.0722496509552002 -GUY,-1.106971263885498 +GUY,-1.1411567330360413 HND,-0.6534972786903381 -HRV,-0.1872950717806816 +HRV,-0.18737270683050156 HTI,5.54345191972061e-09 HUN,-0.4170793741941452 IDN,-0.5775293707847595 -IND,1.61296808719635 +IND,1.592830777168274 IRL,-2.0363737363027212e-08 IRN,-0.0 IRQ,-0.0 -ISL,-0.08968127891421318 -ISR,0.6709401309490204 -ITA,0.04259900003671646 -JAM,3.508358597755432 +ISL,-0.08946210891008377 +ISR,0.6618824303150177 +ITA,0.04259064048528671 +JAM,3.453690528869629 JOR,-0.0 -JPN,-0.49684692919254303 -KAZ,-1.7263098728292903e-09 -KEN,-0.17522157728672028 +JPN,-0.4974181354045868 +KAZ,-9.890298025005961e-10 +KEN,-0.17468049377202988 KGZ,-0.0 -KHM,-0.4328657388687134 -KOR,-1.1598136895329958e-09 +KHM,-0.4269895404577255 +KOR,1.125574411453556e-09 LAO,2.91002910657312e-09 -LBN,0.4902341067790985 +LBN,0.48361755907535553 LBR,-0.7553918659687042 -LBY,-0.00020786204549949616 -LKA,-0.45856063067913055 -LSO,-0.44252099096775055 -LTU,-0.052242062985897064 -LUX,0.02335542067885399 -LVA,-0.30377297103405 +LBY,-0.0 +LKA,-0.19719894230365753 +LSO,-0.443109393119812 +LTU,-0.037103863433003426 +LUX,0.04376813396811485 +LVA,-0.3037813901901245 MAR,-0.0 MDA,-0.36603914201259613 MDG,-0.6942926049232483 MEX,-0.08276043459773064 -MKD,-0.2815301865339279 -MLI,1.2537319515892875e-09 +MKD,-0.2778279483318329 +MLI,-0.005235991440713406 MLT,-0.0 -MMR,4.511943263452167e-09 -MNE,-0.30944468080997467 -MNG,-0.0623512826859951 -MOZ,-0.5657868981361389 -MRT,-3.3330131710140876e-10 -MUS,-3.315589225394433e-08 -MWI,-0.1905755028128624 -MYS,-3.07201153404435e-09 -NAM,-0.006759356707334518 +MMR,8.1712165922454e-09 +MNE,-0.3014145940542221 +MNG,-0.06104075722396374 +MOZ,-0.5657002627849579 +MRT,-0.0 +MUS,-0.2501697465777397 +MWI,-0.19057554006576538 +MYS,2.3094663959000172e-08 +NAM,-0.007091744802892208 NER,-0.0 -NGA,8.823755504039354e-09 -NIC,-0.42816048860549927 +NGA,-0.19652122259140015 +NIC,-0.5845303535461426 NLD,0.7907610237598419 -NOR,0.5461024045944214 -NPL,-1.011426720154418e-09 +NOR,0.5385204553604126 +NPL,-1.110417313654466e-09 NZL,-0.0 OMN,-0.0 PAK,-0.0 -PAN,-0.6082254946231842 -PER,-0.6303564608097076 -PHL,-0.12024912238121033 +PAN,-0.2060026302933693 +PER,-0.629314124584198 +PHL,-0.12064796686172485 PNG,-0.7848113179206848 POL,0.019568821415305138 -PRI,-2.7517170764213006e-09 -PRT,-0.10262405686080456 +PRI,-0.6568542122840881 +PRT,-0.10173622332513332 PRY,-0.536945641040802 -PSE,0.6586481034755707 +PSE,0.6488772332668304 ROU,-0.4245498776435852 -RUS,-1.0431203456562343e-08 -RWA,2.7728375151525597e-08 +RUS,-8.213328683837062e-09 +RWA,-0.25266803056001663 SAU,-0.0 -SDN,-0.07339249178767204 -SEN,0.35445454716682434 -SLB,-0.06637441366910934 +SDN,-0.07152627781033516 +SEN,0.34944604337215424 +SLB,-0.047332171350717545 SLE,-0.41614776849746704 -SLV,3.365933418273926 -SOM,-4.7665072999691915e-09 +SLV,3.313786745071411 +SOM,-0.05213965103030205 SRB,-0.29573993384838104 SSD,-0.3232929855585098 -STP,0.5821866691112518 -SUR,6.8290815353393555 +STP,0.5220659822225571 +SUR,6.86613392829895 SVK,-0.4092821776866913 -SVN,-0.23763713240623474 -SWE,1.6527102589607239 +SVN,-0.22243013978004456 +SWE,1.6298401355743408 SWZ,-1.973749874650821e-08 -SYR,0.1336965560913086 -TCD,-0.0883248895406723 -TGO,-0.3382970243692398 -THA,-2.5447631557540262e-08 -TJK,0.35738885402679443 +SYR,0.13188961148262024 +TCD,-0.0883248969912529 +TGO,-0.46927402913570404 +THA,-3.208625720674263e-08 +TJK,0.35093268752098083 TKM,-0.0 TLS,-0.22272039204835892 -TTO,-1.3588031588795957e-08 -TUN,0.3425496220588684 -TUR,1.0832912921905518 -TWN,-0.3161562830209732 -TZA,-0.4196213632822037 -UGA,-4.5179753271895606e-08 -UKR,-0.023232679814100266 +TTO,-2.3513318403445282e-08 +TUN,0.33769020438194275 +TUR,1.0687485337257385 +TWN,-0.3089394122362137 +TZA,-0.06884757429361343 +UGA,-0.7039666175842285 +UKR,-0.02324177697300911 URY,-0.17097113281488419 -USA,-0.4050147831439972 -UZB,0.2210150510072708 -VEN,-0.5381573736667633 -VNM,5.650000095367432 -VUT,-0.17226660251617432 -YEM,2.695993539525432e-09 -ZAF,-0.003347835154272616 +USA,-0.40475931763648987 +UZB,0.39591629803180695 +VEN,-0.26539246737957 +VNM,5.579045295715332 +VUT,-0.17226548492908478 +YEM,1.373607755317252e-09 +ZAF,-0.0033502724254503846 ZMB,-0.3225127309560776 -ZWE,1.0077592730522156 +ZWE,0.9941281378269196 diff --git a/data/curated/calibration/gbd-anchored/grassland_yield.csv b/data/curated/calibration/gbd-anchored/grassland_yield.csv index 4b70204e..c57034c5 100644 --- a/data/curated/calibration/gbd-anchored/grassland_yield.csv +++ b/data/curated/calibration/gbd-anchored/grassland_yield.csv @@ -13,12 +13,12 @@ AUS,0.236373 AUT,0.553455 AZE,1.0 BDI,0.437887 -BEL,0.928962 +BEL,0.928966 BEN,1.0 BFA,1.0 BGD,1.0 BGR,0.074007 -BHS,0.670605 +BHS,0.669108 BIH,0.014661 BLR,0.422191 BLZ,0.101975 @@ -29,27 +29,27 @@ BRN,1.0 BTN,0.03586 BWA,1.0 CAF,0.583977 -CAN,0.051827 -CHE,0.407119 +CAN,0.051832 +CHE,0.40712 CHL,0.686938 -CHN,0.287704 +CHN,0.287707 CIV,0.033413 CMR,1.0 COD,0.022128 COG,0.00797 -COL,0.103541 +COL,0.103539 COM,1.0 CPV,1.0 CRI,0.380109 -CUB,0.277716 +CUB,0.277685 CYP,1.0 CZE,0.138284 DEU,0.0 DJI,1.0 DNK,1.0 -DOM,0.568047 +DOM,0.567979 DZA,0.79171 -ECU,0.363762 +ECU,0.36376 EGY,1.0 ERI,0.518486 ESP,0.429751 @@ -59,46 +59,46 @@ FIN,1.0 FJI,0.041419 FRA,0.488102 GAB,0.006069 -GBR,0.400758 +GBR,0.40073 GEO,0.122798 GHA,0.178955 -GIN,0.173006 +GIN,0.173001 GMB,1.0 GNB,1.0 GNQ,0.077495 -GRC,0.075747 +GRC,0.075784 GRD,1.0 -GTM,0.571596 +GTM,0.571476 GUF,0.0 GUY,0.018762 HND,0.147424 -HRV,0.284229 +HRV,0.284196 HTI,0.92669 HUN,0.0 IDN,0.144268 IND,1.0 IRL,0.633733 -IRN,0.769462 +IRN,0.769453 IRQ,1.0 -ISL,0.062139 +ISL,0.062237 ISR,1.0 -ITA,0.884304 +ITA,0.884272 JAM,1.0 JOR,1.0 JPN,0.0 KAZ,0.256835 -KEN,0.467611 +KEN,0.467676 KGZ,0.842055 KHM,0.398086 KOR,1.0 LAO,0.404176 LBN,1.0 LBR,0.016113 -LBY,0.894502 -LKA,0.1936 -LSO,0.048047 +LBY,0.894499 +LKA,0.193473 +LSO,0.048049 LTU,0.341665 -LUX,0.783686 +LUX,0.783687 LVA,0.0 MAR,1.0 MDA,0.0 @@ -117,21 +117,21 @@ MWI,0.76798 MYS,0.436125 NAM,0.291928 NER,1.0 -NGA,0.665344 -NIC,0.295305 +NGA,0.665316 +NIC,0.295306 NLD,1.0 NOR,1.0 NPL,1.0 -NZL,0.560501 +NZL,0.560406 OMN,1.0 PAK,1.0 -PAN,0.256704 -PER,0.083649 -PHL,0.384616 +PAN,0.256559 +PER,0.083668 +PHL,0.384506 PNG,0.0 POL,0.560559 PRI,0.43587 -PRT,0.081037 +PRT,0.081039 PRY,0.068488 PSE,1.0 ROU,0.0 @@ -140,7 +140,7 @@ RWA,0.794264 SAU,1.0 SDN,0.419271 SEN,1.0 -SLB,0.580873 +SLB,0.580748 SLE,0.093191 SLV,1.0 SOM,0.555429 @@ -155,24 +155,24 @@ SWZ,0.283263 SYR,1.0 TCD,0.695865 TGO,0.206827 -THA,0.856193 +THA,0.856195 TJK,1.0 TKM,1.0 TLS,0.234166 -TTO,0.74618 +TTO,0.743954 TUN,1.0 TUR,1.0 -TWN,0.107393 -TZA,0.406752 -UGA,0.405149 -UKR,0.166786 +TWN,0.107613 +TZA,0.406749 +UGA,0.405131 +UKR,0.166781 URY,0.270063 -USA,0.0312 +USA,0.031197 UZB,1.0 -VEN,0.19052 +VEN,0.190522 VNM,1.0 -VUT,0.176533 +VUT,0.176534 YEM,0.592561 -ZAF,0.346815 +ZAF,0.346808 ZMB,0.203235 ZWE,1.0 diff --git a/data/curated/calibration/gbd-anchored/provenance.yaml b/data/curated/calibration/gbd-anchored/provenance.yaml index 03c27df9..9d9f7ace 100644 --- a/data/curated/calibration/gbd-anchored/provenance.yaml +++ b/data/curated/calibration/gbd-anchored/provenance.yaml @@ -4,8 +4,8 @@ # tools/calibrate; do not edit by hand. # Licensing: see the annotation in REUSE.toml. base_config: config/gsa.yaml -generated_at: '2026-07-02T17:16:36+00:00' -git_commit: 4779577ccbbee7ef1d77fad71c517dd53faa8d01 +generated_at: '2026-07-02T22:28:37+00:00' +git_commit: 08a68eccbce283e7a4b01940e002fd266f000cef source: gbd-anchored structural_config: aggregation.irrigated_area_source: current @@ -363,6 +363,7 @@ structural_config: - buckwheat - foxtail-millet - maize + - maize-whole - oat - pearl-millet - rye diff --git a/data/curated/calibration/gdd-ia/animal_cost.csv b/data/curated/calibration/gdd-ia/animal_cost.csv index b0302633..56ab6b72 100644 --- a/data/curated/calibration/gdd-ia/animal_cost.csv +++ b/data/curated/calibration/gdd-ia/animal_cost.csv @@ -1,179 +1,179 @@ product,country,correction_bnusd_per_mt_feed -dairy,AFG,0.009775234386324883 -dairy,AGO,-0.1468677781522274 -dairy,ALB,0.028023586375638843 -dairy,ARE,-0.04836616409011185 -dairy,ARG,-0.19965669512748718 -dairy,ARM,-0.021885029273107648 +dairy,AFG,0.10703087970614433 +dairy,AGO,-0.12226151488721371 +dairy,ALB,0.17815754562616348 +dairy,ARE,0.014660523273050785 +dairy,ARG,-0.10822289809584618 +dairy,ARM,0.07697279751300812 dairy,ASM,-0.0 -dairy,ATG,-0.20854145288467407 -dairy,AUS,-0.07088138302788138 -dairy,AUT,-0.0029114224016666412 -dairy,AZE,-0.0643788380548358 -dairy,BDI,-0.208308644592762 -dairy,BEL,0.019830304197967052 -dairy,BEN,-0.2670818790793419 -dairy,BFA,-0.27394019067287445 -dairy,BGD,-0.07141656382009387 -dairy,BGR,0.02044672518968582 -dairy,BHS,-0.10683811269700527 -dairy,BIH,0.11757176741957664 -dairy,BLR,-0.045248162001371384 -dairy,BLZ,-0.2015547826886177 -dairy,BOL,-0.21501590311527252 -dairy,BRA,-0.22465115040540695 -dairy,BRB,-0.30794185400009155 -dairy,BRN,-0.0752631826326251 -dairy,BTN,-0.2185128517448902 -dairy,BWA,-0.24830980598926544 -dairy,CAF,-0.15660355985164642 -dairy,CAN,-0.034870133735239506 -dairy,CHE,-0.0393193899653852 -dairy,CHL,-0.1893482506275177 -dairy,CHN,0.1607140377163887 -dairy,CIV,-0.26611560583114624 -dairy,CMR,-0.2728709429502487 -dairy,COD,-0.14927423745393753 -dairy,COG,-0.1545010581612587 -dairy,COL,-0.1667589470744133 -dairy,COM,-0.13520731776952744 -dairy,CPV,-0.23950542509555817 -dairy,CRI,-0.014960226602852345 -dairy,CUB,-0.1991748958826065 -dairy,CYP,0.021383875980973244 -dairy,CZE,0.005600878037512302 -dairy,DEU,0.02896498329937458 -dairy,DJI,-0.03034788928925991 -dairy,DNK,-0.024929175153374672 -dairy,DOM,-0.03341811150312424 -dairy,DZA,-0.05347512639127672 -dairy,ECU,-0.1954895555973053 -dairy,EGY,-0.04868289828300476 -dairy,ERI,-0.16784296929836273 -dairy,ESP,-0.055624060332775116 -dairy,EST,-0.005761606618762016 -dairy,ETH,-0.16132669895887375 -dairy,FIN,0.06725708581507206 -dairy,FJI,-0.04846467077732086 -dairy,FRA,-0.07994907535612583 -dairy,GAB,-0.1042232746258378 -dairy,GBR,-0.009183213114738464 -dairy,GEO,-0.06488664634525776 -dairy,GHA,-0.26966172456741333 -dairy,GIN,-0.23668600618839264 -dairy,GMB,-0.2511493191123009 -dairy,GNB,-0.27105822414159775 +dairy,ATG,-0.17738144099712372 +dairy,AUS,-0.0 +dairy,AUT,0.15409920364618301 +dairy,AZE,0.06070120073854923 +dairy,BDI,-0.17834678292274475 +dairy,BEL,0.17460499703884125 +dairy,BEN,-0.23902129381895065 +dairy,BFA,-0.24734090268611908 +dairy,BGD,-0.03464559093117714 +dairy,BGR,0.21729379892349243 +dairy,BHS,-0.07767665386199951 +dairy,BIH,0.3591711074113846 +dairy,BLR,0.08409030921757221 +dairy,BLZ,-0.18128155916929245 +dairy,BOL,-0.16859452426433563 +dairy,BRA,-0.15454183518886566 +dairy,BRB,-0.2710059583187103 +dairy,BRN,-0.03456922993063927 +dairy,BTN,-0.10354110598564148 +dairy,BWA,-0.19368989020586014 +dairy,CAF,-0.13260329514741898 +dairy,CAN,-0.31679074466228485 +dairy,CHE,0.12330283597111702 +dairy,CHL,-0.1113194078207016 +dairy,CHN,0.3047599792480469 +dairy,CIV,-0.2395275980234146 +dairy,CMR,-0.24679427593946457 +dairy,COD,-0.12742828764021397 +dairy,COG,-0.13204489275813103 +dairy,COL,-0.14196084812283516 +dairy,COM,-0.09084707498550415 +dairy,CPV,-0.18991756439208984 +dairy,CRI,-0.0026753742713481188 +dairy,CUB,-0.1788208782672882 +dairy,CYP,0.18169885873794556 +dairy,CZE,0.1300886906683445 +dairy,DEU,0.1534862294793129 +dairy,DJI,-0.02361299656331539 +dairy,DNK,0.20506127923727036 +dairy,DOM,-0.029752792790532112 +dairy,DZA,0.038006341084837914 +dairy,ECU,-0.16678882390260696 +dairy,EGY,-0.054233521688729525 +dairy,ERI,-0.10675554722547531 +dairy,ESP,0.0209792903624475 +dairy,EST,0.22282374650239944 +dairy,ETH,-0.12999938055872917 +dairy,FIN,0.27841074764728546 +dairy,FJI,0.006526715587824583 +dairy,FRA,0.05430302582681179 +dairy,GAB,-0.06001852825284004 +dairy,GBR,0.15925288945436478 +dairy,GEO,0.03470480069518089 +dairy,GHA,-0.24588139355182648 +dairy,GIN,-0.21230757236480713 +dairy,GMB,-0.21144543588161469 +dairy,GNB,-0.24471627920866013 dairy,GNQ,-0.0 -dairy,GRC,-0.04338577575981617 -dairy,GRD,-0.24167951941490173 -dairy,GTM,-0.1558070182800293 +dairy,GRC,0.07390055805444717 +dairy,GRD,-0.21701160818338394 +dairy,GTM,-0.133223045617342 dairy,GUF,-0.0 -dairy,GUY,-0.21677342057228088 -dairy,HND,-0.15193508192896843 -dairy,HRV,-0.023165365681052208 -dairy,HTI,-0.03268309310078621 -dairy,HUN,-0.006732109002768993 -dairy,IDN,-0.09213399142026901 -dairy,IND,-0.133881613612175 -dairy,IRL,-0.07851577922701836 -dairy,IRN,0.008007684722542763 -dairy,IRQ,-0.18612314015626907 -dairy,ISL,0.02330385148525238 -dairy,ISR,-0.059871623292565346 -dairy,ITA,0.02880171127617359 -dairy,JAM,-0.051712632179260254 -dairy,JOR,0.0862271599471569 -dairy,JPN,0.13801487907767296 -dairy,KAZ,0.026172621408477426 -dairy,KEN,-0.1337904967367649 -dairy,KGZ,0.16921938210725784 -dairy,KHM,-0.08911564201116562 -dairy,KOR,0.18644990026950836 -dairy,LAO,-0.07593757659196854 -dairy,LBN,0.07638140395283699 -dairy,LBR,-0.11606167070567608 -dairy,LBY,-0.0634374306537211 -dairy,LKA,-0.0587678924202919 -dairy,LSO,-0.1971079632639885 -dairy,LTU,0.015747329220175743 -dairy,LUX,-0.044849056750535965 -dairy,LVA,0.007993112318217754 -dairy,MAR,-0.2045445218682289 -dairy,MDA,-0.012624678201973438 -dairy,MDG,-0.13429574482142925 -dairy,MEX,-0.049311187118291855 -dairy,MKD,-0.020900454372167587 -dairy,MLI,-0.21731411665678024 -dairy,MLT,-0.05349260941147804 -dairy,MMR,-0.08132225857116282 -dairy,MNE,0.1987200789153576 -dairy,MNG,-0.026233380660414696 -dairy,MOZ,-0.16900363564491272 -dairy,MRT,-0.1708943396806717 -dairy,MUS,-0.10606717132031918 -dairy,MWI,-0.15280770137906075 -dairy,MYS,-0.11351840198040009 -dairy,NAM,-0.18502292782068253 -dairy,NER,-0.28497033566236496 -dairy,NGA,-0.1371927484869957 -dairy,NIC,-0.2576863616704941 -dairy,NLD,-0.11492612212896347 -dairy,NOR,-0.0024363044649362564 -dairy,NPL,-0.07188067934475839 -dairy,NZL,-0.07812317321076989 -dairy,OMN,-0.18154404312372208 -dairy,PAK,0.016526592895388603 -dairy,PAN,-0.2004229873418808 -dairy,PER,-0.2609187066555023 -dairy,PHL,0.014251965912990272 -dairy,PNG,-0.09601053968071938 -dairy,POL,0.0033537475392222404 -dairy,PRI,-0.164003387093544 -dairy,PRT,-0.03184168413281441 -dairy,PRY,-0.18788132444024086 -dairy,PSE,0.022239917423576117 -dairy,ROU,0.02755645615980029 -dairy,RUS,0.013616328593343496 -dairy,RWA,-0.1398402638733387 -dairy,SAU,0.17004648596048355 -dairy,SDN,-0.08820837642997503 -dairy,SEN,-0.2693217545747757 -dairy,SLB,-0.06565168499946594 -dairy,SLE,-0.1298689041286707 -dairy,SLV,-0.20984957367181778 -dairy,SOM,-0.1736203469336033 -dairy,SRB,0.017962328158318996 -dairy,SSD,-0.11761870235204697 -dairy,STP,-0.21278973668813705 -dairy,SUR,-0.26024675369262695 -dairy,SVK,-0.004923256579786539 -dairy,SVN,-0.007585290819406509 -dairy,SWE,0.027343897032551467 -dairy,SWZ,-0.2571090832352638 -dairy,SYR,-0.05499341245740652 -dairy,TCD,-0.14797477051615715 -dairy,TGO,-0.19074422121047974 -dairy,THA,0.03202411811798811 -dairy,TJK,0.16230005025863647 -dairy,TKM,0.08053017593920231 -dairy,TLS,-0.1537543423473835 -dairy,TTO,-0.12964925542473793 -dairy,TUN,-0.1017715111374855 -dairy,TUR,-0.10529003664851189 -dairy,TWN,0.18357572704553604 -dairy,TZA,-0.1975744664669037 -dairy,UGA,-0.2745920866727829 -dairy,UKR,0.05477065406739712 -dairy,URY,-0.2586202323436737 -dairy,USA,-0.0 -dairy,UZB,0.11623498424887657 -dairy,VEN,-0.24674036353826523 -dairy,VNM,-0.15117111429572105 -dairy,VUT,-0.11070266366004944 -dairy,YEM,-0.10113681480288506 -dairy,ZAF,-0.21110977232456207 -dairy,ZMB,-0.15360873565077782 -dairy,ZWE,-0.5189576745033264 +dairy,GUY,-0.15021036565303802 +dairy,HND,-0.12550776451826096 +dairy,HRV,0.09238313883543015 +dairy,HTI,-0.028870711103081703 +dairy,HUN,0.16721467673778534 +dairy,IDN,-0.02159996420959942 +dairy,IND,-0.048159904312342405 +dairy,IRL,0.0707425232976675 +dairy,IRN,0.12469420209527016 +dairy,IRQ,-0.11728309467434883 +dairy,ISL,0.18194056302309036 +dairy,ISR,0.03923936188220978 +dairy,ITA,0.1213281862437725 +dairy,JAM,-0.048727359622716904 +dairy,JOR,0.2602322995662689 +dairy,JPN,0.26085756719112396 +dairy,KAZ,0.1717851683497429 +dairy,KEN,-0.09666692838072777 +dairy,KGZ,0.3027417063713074 +dairy,KHM,-0.06175678223371506 +dairy,KOR,0.3277546912431717 +dairy,LAO,-0.015229240758344531 +dairy,LBN,0.24633167684078217 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+dairy,PAK,0.0918516032397747 +dairy,PAN,-0.1750105395913124 +dairy,PER,-0.18441393971443176 +dairy,PHL,0.11018078029155731 +dairy,PNG,-0.0 +dairy,POL,0.1556459441781044 +dairy,PRI,-0.13725778460502625 +dairy,PRT,0.042166728526353836 +dairy,PRY,-0.11712049692869186 +dairy,PSE,0.17592928558588028 +dairy,ROU,0.23936818540096283 +dairy,RUS,0.18785858154296875 +dairy,RWA,-0.09947282820940018 +dairy,SAU,0.3530428856611252 +dairy,SDN,-0.038885559886693954 +dairy,SEN,-0.24159204214811325 +dairy,SLB,-0.01322073396295309 +dairy,SLE,-0.08926189364865422 +dairy,SLV,-0.17800701409578323 +dairy,SOM,-0.13858400285243988 +dairy,SRB,0.18915019929409027 +dairy,SSD,-0.07233825512230396 +dairy,STP,-0.15179191529750824 +dairy,SUR,-0.21703988313674927 +dairy,SVK,0.13998764008283615 +dairy,SVN,0.15655087679624557 +dairy,SWE,0.22891946136951447 +dairy,SWZ,-0.2290821149945259 +dairy,SYR,0.0245367381721735 +dairy,TCD,-0.12761279195547104 +dairy,TGO,-0.17093344777822495 +dairy,THA,0.11548018082976341 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dairy-buffalo,BIH,-0.0 dairy-buffalo,BLR,-0.0 @@ -198,14 +198,14 @@ dairy-buffalo,BLZ,-0.0 dairy-buffalo,BOL,-0.0 dairy-buffalo,BRA,-0.0 dairy-buffalo,BRB,-0.0 -dairy-buffalo,BRN,-0.26460978388786316 +dairy-buffalo,BRN,-0.1951453760266304 dairy-buffalo,BTN,-0.0 dairy-buffalo,BWA,-0.0 dairy-buffalo,CAF,-0.0 dairy-buffalo,CAN,-0.0 dairy-buffalo,CHE,-0.0 dairy-buffalo,CHL,-0.0 -dairy-buffalo,CHN,-0.16509030759334564 +dairy-buffalo,CHN,-0.11873042210936546 dairy-buffalo,CIV,-0.0 dairy-buffalo,CMR,-0.0 dairy-buffalo,COD,-0.0 @@ -223,7 +223,7 @@ dairy-buffalo,DNK,-0.0 dairy-buffalo,DOM,-0.0 dairy-buffalo,DZA,-0.0 dairy-buffalo,ECU,-0.0 -dairy-buffalo,EGY,0.041519501246511936 +dairy-buffalo,EGY,0.0554795078933239 dairy-buffalo,ERI,-0.0 dairy-buffalo,ESP,-0.0 dairy-buffalo,EST,-0.0 @@ -239,7 +239,7 @@ dairy-buffalo,GIN,-0.0 dairy-buffalo,GMB,-0.0 dairy-buffalo,GNB,-0.0 dairy-buffalo,GNQ,-0.0 -dairy-buffalo,GRC,-0.05737338587641716 +dairy-buffalo,GRC,-0.03089940024074167 dairy-buffalo,GRD,-0.0 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-meat-sheep,EST,-0.04300772864371538 -meat-sheep,ETH,-0.14480669423937798 -meat-sheep,FIN,-0.02504797256551683 -meat-sheep,FJI,-0.09167458675801754 -meat-sheep,FRA,0.001771796029061079 -meat-sheep,GAB,-0.0795123279094696 -meat-sheep,GBR,-0.018459963146597147 -meat-sheep,GEO,-0.176389642059803 -meat-sheep,GHA,-0.18939868360757828 -meat-sheep,GIN,-0.16496524959802628 -meat-sheep,GMB,-0.21077174693346024 -meat-sheep,GNB,-0.17304538190364838 -meat-sheep,GNQ,-0.12002839148044586 -meat-sheep,GRC,-0.09054778888821602 +meat-sheep,DNK,0.010926133021712303 +meat-sheep,DOM,-0.08600067719817162 +meat-sheep,DZA,-0.07173862028867006 +meat-sheep,ECU,-0.10427603125572205 +meat-sheep,EGY,-0.16656970605254173 +meat-sheep,ERI,-0.08788355998694897 +meat-sheep,ESP,-0.03903145715594292 +meat-sheep,EST,-0.032323179417289793 +meat-sheep,ETH,-0.13311580941081047 +meat-sheep,FIN,-0.014363422989845276 +meat-sheep,FJI,-0.12183855101466179 +meat-sheep,FRA,0.010253536514937878 +meat-sheep,GAB,-0.07315213326364756 +meat-sheep,GBR,-0.01610680646263063 +meat-sheep,GEO,-0.1657050922513008 +meat-sheep,GHA,-0.1789134368300438 +meat-sheep,GIN,-0.15460022166371346 +meat-sheep,GMB,-0.19915278255939484 +meat-sheep,GNB,-0.16172293573617935 +meat-sheep,GNQ,-0.10738009959459305 +meat-sheep,GRC,-0.10272587835788727 meat-sheep,GRD,-0.008738094009459019 -meat-sheep,GTM,-0.055227198638021946 +meat-sheep,GTM,-0.045229324139654636 meat-sheep,GUF,-0.0 -meat-sheep,GUY,-0.12864182889461517 +meat-sheep,GUY,-0.11864395439624786 meat-sheep,HND,-0.01635592244565487 -meat-sheep,HRV,0.000431479187682271 +meat-sheep,HRV,-0.01924530090764165 meat-sheep,HTI,-0.015342594124376774 -meat-sheep,HUN,-0.033509708009660244 -meat-sheep,IDN,-0.16226989030838013 -meat-sheep,IND,-0.24360597133636475 -meat-sheep,IRL,-0.0031114090234041214 -meat-sheep,IRN,-0.10286111012101173 -meat-sheep,IRQ,-0.18477297574281693 -meat-sheep,ISL,-0.03962093684822321 -meat-sheep,ISR,-0.2741515189409256 -meat-sheep,ITA,-0.07215986866503954 -meat-sheep,JAM,-0.20289360731840134 -meat-sheep,JOR,-0.2444770485162735 -meat-sheep,JPN,-0.2087314873933792 -meat-sheep,KAZ,-0.23718539625406265 -meat-sheep,KEN,-0.11440338380634785 -meat-sheep,KGZ,-0.06810784823028371 +meat-sheep,HUN,-0.04192784754559398 +meat-sheep,IDN,-0.15015039592981339 +meat-sheep,IND,-0.23227694630622864 +meat-sheep,IRL,0.005370326340198517 +meat-sheep,IRN,-0.09313397482037544 +meat-sheep,IRQ,-0.17408842593431473 +meat-sheep,ISL,-0.03557713609188795 +meat-sheep,ISR,-0.28230249881744385 +meat-sheep,ITA,-0.06243273336440325 +meat-sheep,JAM,-0.19193831086158752 +meat-sheep,JOR,-0.2337924987077713 +meat-sheep,JPN,-0.19900433719158173 +meat-sheep,KAZ,-0.22745827585458755 +meat-sheep,KEN,-0.10271250642836094 +meat-sheep,KGZ,-0.058380716654937714 meat-sheep,KHM,-0.0 -meat-sheep,KOR,-0.0961175225675106 -meat-sheep,LAO,-0.15792997181415558 -meat-sheep,LBN,-0.20972410589456558 -meat-sheep,LBR,-0.0828758254647255 -meat-sheep,LBY,-0.0703988978639245 -meat-sheep,LKA,-0.2151702418923378 -meat-sheep,LSO,-0.18852689862251282 -meat-sheep,LTU,-0.028456038795411587 -meat-sheep,LUX,-0.0013945326209068298 -meat-sheep,LVA,-0.036769745871424675 -meat-sheep,MAR,-0.17018911987543106 -meat-sheep,MDA,-0.11927871778607368 -meat-sheep,MDG,-0.10184663534164429 +meat-sheep,KOR,-0.08639038726687431 +meat-sheep,LAO,-0.1482028365135193 +meat-sheep,LBN,-0.19903955608606339 +meat-sheep,LBR,-0.07251079380512238 +meat-sheep,LBY,-0.06191715691238642 +meat-sheep,LKA,-0.2045823335647583 +meat-sheep,LSO,-0.17990553379058838 +meat-sheep,LTU,-0.03578558827575762 +meat-sheep,LUX,0.0021972721442580223 +meat-sheep,LVA,-0.053867158479988575 +meat-sheep,MAR,-0.16074996814131737 +meat-sheep,MDA,-0.13656171411275864 +meat-sheep,MDG,-0.09322527796030045 meat-sheep,MEX,-0.0 -meat-sheep,MKD,-0.07066655904054642 -meat-sheep,MLI,-0.18570802360773087 -meat-sheep,MLT,-0.13234564289450645 -meat-sheep,MMR,-0.10499164834618568 -meat-sheep,MNE,-0.11431922018527985 +meat-sheep,MKD,-0.11798243969678879 +meat-sheep,MLI,-0.17534299194812775 +meat-sheep,MLT,-0.15064366161823273 +meat-sheep,MMR,-0.09526451304554939 +meat-sheep,MNE,-0.11336180567741394 meat-sheep,MNG,-0.023062026128172874 -meat-sheep,MOZ,-0.1624782457947731 -meat-sheep,MRT,-0.11843496561050415 -meat-sheep,MUS,-0.11111308820545673 -meat-sheep,MWI,-0.10737206414341927 -meat-sheep,MYS,-0.16388923674821854 -meat-sheep,NAM,-0.14896373078227043 -meat-sheep,NER,-0.18693580478429794 -meat-sheep,NGA,-0.08178254216909409 +meat-sheep,MOZ,-0.15385688096284866 +meat-sheep,MRT,-0.10806993395090103 +meat-sheep,MUS,-0.09608052112162113 +meat-sheep,MWI,-0.09940436109900475 +meat-sheep,MYS,-0.1517697349190712 +meat-sheep,NAM,-0.140342365950346 +meat-sheep,NER,-0.17531684041023254 +meat-sheep,NGA,-0.07178466022014618 meat-sheep,NIC,-0.0 -meat-sheep,NLD,-0.08396797068417072 -meat-sheep,NOR,-0.07973960600793362 -meat-sheep,NPL,-0.11374669335782528 -meat-sheep,NZL,-0.06343481689691544 -meat-sheep,OMN,-0.23743535578250885 -meat-sheep,PAK,-0.12397771887481213 +meat-sheep,NLD,-0.10425715148448944 +meat-sheep,NOR,-0.069055057130754 +meat-sheep,NPL,-0.10401955805718899 +meat-sheep,NZL,-0.051315318793058395 +meat-sheep,OMN,-0.22675082087516785 +meat-sheep,PAK,-0.11425058357417583 meat-sheep,PAN,-0.0 -meat-sheep,PER,-0.1582706794142723 -meat-sheep,PHL,-0.14795249700546265 -meat-sheep,PNG,-0.016160599887371063 -meat-sheep,POL,-0.06039469130337238 +meat-sheep,PER,-0.1472552865743637 +meat-sheep,PHL,-0.1358330026268959 +meat-sheep,PNG,-0.0524916835129261 +meat-sheep,POL,-0.05066755600273609 meat-sheep,PRI,-0.010542795062065125 -meat-sheep,PRT,0.012491218280047178 -meat-sheep,PRY,-0.06599156092852354 -meat-sheep,PSE,-0.18422464281320572 -meat-sheep,ROU,-0.11672241240739822 -meat-sheep,RUS,-0.10893189907073975 -meat-sheep,RWA,-0.10472048446536064 -meat-sheep,SAU,-0.19889269024133682 -meat-sheep,SDN,-0.10406892746686935 -meat-sheep,SEN,-0.2031412497162819 +meat-sheep,PRT,0.012510450673289597 +meat-sheep,PRY,-0.05599368270486593 +meat-sheep,PSE,-0.17354008927941322 +meat-sheep,ROU,-0.11835058778524399 +meat-sheep,RUS,-0.0982473511248827 +meat-sheep,RWA,-0.09302960708737373 +meat-sheep,SAU,-0.18820814043283463 +meat-sheep,SDN,-0.10204797238111496 +meat-sheep,SEN,-0.1918894425034523 meat-sheep,SLB,-0.0 -meat-sheep,SLE,-0.08530537784099579 -meat-sheep,SLV,-0.137039452791214 -meat-sheep,SOM,-0.13241857290267944 -meat-sheep,SRB,0.0004699041019193828 -meat-sheep,SSD,-0.09354344569146633 -meat-sheep,STP,-0.122706588357687 -meat-sheep,SUR,-0.1477217674255371 -meat-sheep,SVK,-0.06757794320583344 -meat-sheep,SVN,4.106154665350914e-05 -meat-sheep,SWE,-0.025936471298336983 -meat-sheep,SWZ,-0.21770837903022766 -meat-sheep,SYR,-0.207680806517601 -meat-sheep,TCD,-0.1075163260102272 -meat-sheep,TGO,-0.12707118317484856 -meat-sheep,THA,-0.11838966980576515 -meat-sheep,TJK,-0.2132369726896286 -meat-sheep,TKM,-0.12302683666348457 -meat-sheep,TLS,-0.1467193365097046 -meat-sheep,TTO,0.005382265895605087 -meat-sheep,TUN,-0.16555969417095184 -meat-sheep,TUR,-0.17809662222862244 +meat-sheep,SLE,-0.07494034618139267 +meat-sheep,SLV,-0.12608416005969048 +meat-sheep,SOM,-0.12072769552469254 +meat-sheep,SRB,0.01019703911151737 +meat-sheep,SSD,-0.08185256831347942 +meat-sheep,STP,-0.11005829274654388 +meat-sheep,SUR,-0.1457674279808998 +meat-sheep,SVK,-0.10470272414386272 +meat-sheep,SVN,-0.0221473416313529 +meat-sheep,SWE,-0.015251921489834785 +meat-sheep,SWZ,-0.2062375247478485 +meat-sheep,SYR,-0.19890715926885605 +meat-sheep,TCD,-0.0958254486322403 +meat-sheep,TGO,-0.116925198584795 +meat-sheep,THA,-0.10758199170231819 +meat-sheep,TJK,-0.2025524228811264 +meat-sheep,TKM,-0.11329970136284828 +meat-sheep,TLS,-0.12389365583658218 +meat-sheep,TTO,0.005382268223911524 +meat-sheep,TUN,-0.16131258010864258 +meat-sheep,TUR,-0.16741207614541054 meat-sheep,TWN,-0.0 -meat-sheep,TZA,-0.16611717641353607 -meat-sheep,UGA,-0.22475197166204453 -meat-sheep,UKR,-0.1064801849424839 -meat-sheep,URY,-0.10977669432759285 -meat-sheep,USA,-0.04353543370962143 -meat-sheep,UZB,-0.09816614352166653 -meat-sheep,VEN,-0.16307301074266434 -meat-sheep,VNM,-0.23012882471084595 -meat-sheep,VUT,-0.12690399587154388 -meat-sheep,YEM,-0.09523249790072441 -meat-sheep,ZAF,-0.13910797983407974 -meat-sheep,ZMB,-0.11528013274073601 -meat-sheep,ZWE,-0.4924807548522949 +meat-sheep,TZA,-0.15442629903554916 +meat-sheep,UGA,-0.21204358339309692 +meat-sheep,UKR,-0.09579563699662685 +meat-sheep,URY,-0.09977881982922554 +meat-sheep,USA,-0.014865325763821602 +meat-sheep,UZB,-0.09045223705470562 +meat-sheep,VEN,-0.15200293436646461 +meat-sheep,VNM,-0.21156592667102814 +meat-sheep,VUT,-0.11684345826506615 +meat-sheep,YEM,-0.0835416167974472 +meat-sheep,ZAF,-0.13062623888254166 +meat-sheep,ZMB,-0.10665876790881157 +meat-sheep,ZWE,-0.4640095829963684 diff --git a/data/curated/calibration/gdd-ia/crop_cost.csv b/data/curated/calibration/gdd-ia/crop_cost.csv index d5950475..0410d008 100644 --- a/data/curated/calibration/gdd-ia/crop_cost.csv +++ b/data/curated/calibration/gdd-ia/crop_cost.csv @@ -1,111 +1,111 @@ crop,country,correction_bnusd_per_mha -alfalfa,AFG,-0.38436196744441986 +alfalfa,AFG,-0.3750787675380707 alfalfa,AGO,-0.9439449906349182 -alfalfa,ALB,-0.5414051562547684 +alfalfa,ALB,-0.11809636652469635 alfalfa,ARE,-0.6755253076553345 -alfalfa,ARG,-0.5018861889839172 +alfalfa,ARG,-0.46978648006916046 alfalfa,ARM,-0.0 alfalfa,ATG,-7.5 -alfalfa,AUS,0.10641167312860489 +alfalfa,AUS,1.456120252609253 alfalfa,AUT,-0.6891505420207977 -alfalfa,AZE,0.8190054893493652 +alfalfa,AZE,0.7057382166385651 alfalfa,BDI,-0.5490851700305939 -alfalfa,BEL,-0.22992710024118423 -alfalfa,BEN,0.8548685610294342 +alfalfa,BEL,-0.23728060722351074 +alfalfa,BEN,0.7114291489124298 alfalfa,BFA,-7.5 -alfalfa,BGD,-0.7961883842945099 -alfalfa,BGR,-0.050924789160490036 +alfalfa,BGD,-0.7657375931739807 +alfalfa,BGR,0.5154048055410385 alfalfa,BHS,-0.7067800164222717 -alfalfa,BIH,-0.005093845073133707 -alfalfa,BLR,-0.3088502585887909 +alfalfa,BIH,0.6828204989433289 +alfalfa,BLR,0.03184974566102028 alfalfa,BLZ,-0.029083551838994026 alfalfa,BOL,-0.22297222912311554 alfalfa,BRA,-0.43258796632289886 -alfalfa,BRB,2.8655171394348145 +alfalfa,BRB,2.5348349809646606 alfalfa,BRN,1.4280236959457397 -alfalfa,BTN,0.30772432684898376 +alfalfa,BTN,0.340537965297699 alfalfa,BWA,-7.5 alfalfa,CAF,-0.974648654460907 -alfalfa,CAN,-0.17618552595376968 -alfalfa,CHE,-0.11473012529313564 +alfalfa,CAN,-0.22291509807109833 +alfalfa,CHE,0.5097993314266205 alfalfa,CHL,-0.6260356903076172 -alfalfa,CHN,0.6336996257305145 +alfalfa,CHN,0.6336998641490936 alfalfa,CIV,7.5 -alfalfa,CMR,1.8151640892028809 +alfalfa,CMR,1.601276457309723 alfalfa,COD,-0.904526561498642 alfalfa,COG,-0.9112309217453003 alfalfa,COL,-0.9032638072967529 alfalfa,COM,-0.863983690738678 -alfalfa,CPV,-3.944527491927147 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-citrus,CAF,-4.9007182121276855 -citrus,CHL,-4.2124834060668945 +citrus,BHS,2.461905360221863 +citrus,BIH,-5.459207534790039 +citrus,BLZ,2.1596314311027527 +citrus,BOL,-4.046756744384766 +citrus,BRA,2.5885796546936035 +citrus,BTN,2.644226551055908 +citrus,BWA,0.6917094415402971 +citrus,CAF,-4.9106764793396 +citrus,CHL,-4.2448930740356445 citrus,CHN,-7.5 -citrus,CIV,-0.6811081767082214 -citrus,CMR,-4.4549736976623535 -citrus,COD,-0.8898984789848328 -citrus,COG,-4.8021674156188965 -citrus,COL,0.932757556438446 +citrus,CIV,-0.6881518661975861 +citrus,CMR,-4.467059373855591 +citrus,COD,-0.9193441867828369 +citrus,COG,-4.812614440917969 +citrus,COL,0.8937183618545532 citrus,COM,-0.0 citrus,CPV,-0.0 citrus,CRI,7.5 -citrus,CUB,-2.4581496715545654 -citrus,CYP,-2.10595703125 +citrus,CUB,-2.4824109077453613 +citrus,CYP,-1.4696159362792969 citrus,DOM,7.5 -citrus,DZA,-6.739403486251831 -citrus,ECU,1.5555396676063538 +citrus,DZA,-6.82749342918396 +citrus,ECU,1.535222053527832 citrus,EGY,-0.0 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-citrus,ITA,-3.7216426134109497 +citrus,ITA,-3.6957194805145264 citrus,JAM,-7.5 -citrus,JOR,0.25609660893678665 +citrus,JOR,0.2820032872259617 citrus,JPN,-7.5 -citrus,KEN,5.970923662185669 -citrus,KHM,-2.6947662234306335 -citrus,KOR,2.259442448616028 -citrus,LAO,-2.325047016143799 +citrus,KEN,5.913164138793945 +citrus,KHM,-2.7095199823379517 +citrus,KOR,2.2838109135627747 +citrus,LAO,-2.310790538787842 citrus,LBN,-7.5 -citrus,LBR,-4.080340266227722 -citrus,LBY,3.4899150133132935 -citrus,LKA,3.7738009691238403 +citrus,LBR,-4.095669507980347 +citrus,LBY,3.5190247297286987 +citrus,LKA,3.7873694896698 citrus,LSO,-0.0 -citrus,MAR,2.0864999294281006 -citrus,MDG,-5.063098430633545 -citrus,MEX,3.7221699953079224 +citrus,MAR,2.1043686866760254 +citrus,MDG,-5.069944143295288 +citrus,MEX,3.689967632293701 citrus,MKD,-0.0 -citrus,MLI,2.346605062484741 -citrus,MLT,-5.313555955886841 +citrus,MLI,2.2875006198883057 +citrus,MLT,-4.975551128387451 citrus,MMR,-0.0 -citrus,MNE,1.4582840204238892 -citrus,MOZ,-2.9072654247283936 +citrus,MNE,1.4270939826965332 +citrus,MOZ,-2.9219244718551636 citrus,MRT,-0.0 -citrus,MUS,-2.7499747276306152 -citrus,MWI,0.29150107502937317 -citrus,MYS,1.349076271057129 -citrus,NAM,-1.664309024810791 +citrus,MUS,-2.7650458812713623 +citrus,MWI,0.26533401012420654 +citrus,MYS,1.3334280252456665 +citrus,NAM,-1.6831775903701782 citrus,NER,-0.0 -citrus,NGA,-4.2130937576293945 -citrus,NIC,-3.758820056915283 -citrus,NPL,1.5112183392047882 -citrus,NZL,3.7849632501602173 +citrus,NGA,-4.227716445922852 +citrus,NIC,-3.776636838912964 +citrus,NPL,1.5305853486061096 +citrus,NZL,3.745582103729248 citrus,OMN,7.5 -citrus,PAK,-1.3956327438354492 -citrus,PAN,4.418853521347046 -citrus,PER,6.58181095123291 -citrus,PHL,3.7515206336975098 +citrus,PAK,-1.337773621082306 +citrus,PAN,4.390950918197632 +citrus,PER,6.524514198303223 +citrus,PHL,3.7338178157806396 citrus,PNG,-0.0 -citrus,PRI,-7.021598815917969 -citrus,PRT,-7.077416896820068 -citrus,PRY,-2.4708549976348877 -citrus,PSE,-2.7765711545944214 -citrus,RUS,-2.914598047733307 -citrus,RWA,0.38721875846385956 -citrus,SAU,-2.802358388900757 -citrus,SDN,0.786394476890564 -citrus,SEN,0.6557109355926514 -citrus,SLE,-1.9354668259620667 -citrus,SLV,3.6726980805397034 -citrus,SOM,-2.744462251663208 -citrus,SSD,-4.169363498687744 +citrus,PRI,-7.042989730834961 +citrus,PRT,-7.067792654037476 +citrus,PRY,-2.488604784011841 +citrus,PSE,-2.7485005855560303 +citrus,RUS,-2.9937331676483154 +citrus,RWA,0.37533021345734596 +citrus,SAU,-2.770827531814575 +citrus,SDN,0.6445595622062683 +citrus,SEN,0.6215336956083775 +citrus,SLE,-1.943235158920288 +citrus,SLV,3.737502485513687 +citrus,SOM,-2.7664523124694824 +citrus,SSD,-4.183680057525635 citrus,SUR,-7.5 citrus,SVN,-0.0 -citrus,SWZ,-4.597071170806885 -citrus,SYR,1.120019257068634 -citrus,TGO,1.563811182975769 -citrus,THA,-6.575271129608154 +citrus,SWZ,-4.605623722076416 +citrus,SYR,1.1422419846057892 +citrus,TGO,1.547309160232544 +citrus,THA,-6.593197345733643 citrus,TJK,-7.5 citrus,TKM,-0.0 -citrus,TLS,0.8521414548158646 -citrus,TTO,-4.161263942718506 -citrus,TUN,0.3409198336303234 -citrus,TUR,2.091326117515564 +citrus,TLS,0.8274952173233032 +citrus,TTO,-4.176013708114624 +citrus,TUN,0.38753220438957214 +citrus,TUR,2.1137447357177734 citrus,TWN,-0.0 -citrus,TZA,-5.233898878097534 +citrus,TZA,-5.242240905761719 citrus,UGA,-0.0 -citrus,URY,-1.3980343341827393 -citrus,USA,-1.7375471591949463 +citrus,URY,-1.4244046211242676 +citrus,USA,-1.7978954315185547 citrus,UZB,-7.5 -citrus,VEN,-0.20542851090431213 -citrus,VNM,-5.233483076095581 +citrus,VEN,-0.24146521091461182 +citrus,VNM,-5.2520482540130615 citrus,VUT,-0.0 -citrus,YEM,-4.7729737758636475 -citrus,ZAF,-3.197735071182251 -citrus,ZMB,-1.1296595335006714 -citrus,ZWE,7.4271557331085205 +citrus,YEM,-4.821028470993042 +citrus,ZAF,-3.2334728240966797 +citrus,ZMB,-1.140051543712616 +citrus,ZWE,7.429873943328857 cocoa,AGO,-0.7274800539016724 cocoa,BDI,0.12464962899684906 cocoa,BEN,0.10060177743434906 @@ -1579,7 +1579,7 @@ cocoa,MYS,0.07492036186158657 cocoa,NGA,-0.44359031319618225 cocoa,NIC,0.533918708562851 cocoa,PAN,-0.657544732093811 -cocoa,PER,-0.3317800909280777 +cocoa,PER,-0.3363618403673172 cocoa,PHL,0.0017724521458148956 cocoa,PNG,-0.09312991797924042 cocoa,PRY,7.5 @@ -1599,82 +1599,82 @@ cocoa,UGA,-0.08850096352398396 cocoa,VEN,-0.06211410462856293 cocoa,VNM,0.2843538969755173 cocoa,VUT,0.45001788437366486 -coconut,AGO,-1.5218815207481384 -coconut,BDI,-2.075241804122925 -coconut,BEN,-1.4332247972488403 -coconut,BGD,-2.641848921775818 +coconut,AGO,-1.499167799949646 +coconut,BDI,-1.985935926437378 +coconut,BEN,-1.4333037734031677 +coconut,BGD,-2.604863166809082 coconut,BHS,-7.5 -coconut,BLZ,-1.6217424869537354 -coconut,BOL,-2.9214251041412354 -coconut,BRA,-2.882796049118042 -coconut,BRB,-4.825569033622742 -coconut,BRN,-1.6331167221069336 +coconut,BLZ,-1.6126427054405212 +coconut,BOL,-2.92460560798645 +coconut,BRA,-2.884913682937622 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+coconut,MYS,-2.193848967552185 +coconut,NGA,-1.7256855964660645 +coconut,NIC,-1.6368860006332397 +coconut,OMN,-4.505949854850769 +coconut,PAK,-1.8437660932540894 +coconut,PAN,-1.4029634594917297 +coconut,PER,-2.713998317718506 +coconut,PHL,-0.8569515347480774 +coconut,PNG,-1.83390873670578 +coconut,PRI,-3.4490004777908325 +coconut,PRY,-2.3291937112808228 +coconut,SEN,-1.4713373184204102 +coconut,SLB,-1.682029902935028 +coconut,SLE,-0.5816964209079742 +coconut,SLV,-2.995403528213501 +coconut,SOM,-1.4539874792099 +coconut,STP,-1.635879099369049 coconut,SUR,-7.5 -coconut,TGO,-1.4685615301132202 +coconut,TGO,-1.4689520001411438 coconut,THA,-1.8836742639541626 -coconut,TLS,-1.9951637983322144 -coconut,TTO,-1.9106902480125427 -coconut,TWN,-1.767166793346405 -coconut,TZA,-1.6563809514045715 -coconut,VEN,-2.2037144899368286 -coconut,VNM,-4.460074186325073 -coconut,VUT,-1.7729202508926392 +coconut,TLS,-1.993281066417694 +coconut,TTO,-1.891569197177887 +coconut,TWN,-1.7381836771965027 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-dryland-rice,ARG,-0.7897176146507263 +dryland-rice,ARG,-0.9185389280319214 dryland-rice,ARM,-0.0 -dryland-rice,AUS,-0.9632665514945984 -dryland-rice,AZE,-4.992224812507629 -dryland-rice,BDI,-0.2915828377008438 -dryland-rice,BEN,-1.0465145707130432 -dryland-rice,BFA,-0.9707558751106262 -dryland-rice,BGD,-0.1650625392794609 +dryland-rice,AUS,-1.2096951007843018 +dryland-rice,AZE,-5.045034408569336 +dryland-rice,BDI,-0.35496504604816437 +dryland-rice,BEN,-1.2219854593276978 +dryland-rice,BFA,-1.0804202556610107 +dryland-rice,BGD,-0.21559563279151917 dryland-rice,BGR,-7.5 -dryland-rice,BLZ,-1.4183298349380493 -dryland-rice,BOL,-0.4153996407985687 -dryland-rice,BRA,-0.624791830778122 -dryland-rice,BRN,-1.3424453735351562 -dryland-rice,BTN,-0.8014591336250305 +dryland-rice,BLZ,-1.5445858240127563 +dryland-rice,BOL,-0.4905690550804138 +dryland-rice,BRA,-0.7827211916446686 +dryland-rice,BRN,-1.3897331953048706 +dryland-rice,BTN,-0.7256224751472473 dryland-rice,BWA,7.5 -dryland-rice,CAF,-1.444136381149292 +dryland-rice,CAF,-1.481286644935608 dryland-rice,CAN,3.75 dryland-rice,CHE,-0.0 -dryland-rice,CHL,-0.48353883624076843 -dryland-rice,CHN,-1.547296166419983 -dryland-rice,CIV,-0.04111891705542803 -dryland-rice,CMR,-1.3140379786491394 -dryland-rice,COD,-1.5691264867782593 -dryland-rice,COG,-1.5833926796913147 -dryland-rice,COL,-1.2395041584968567 +dryland-rice,CHL,-0.7002778053283691 +dryland-rice,CHN,-1.651694893836975 +dryland-rice,CIV,-0.15773533284664154 +dryland-rice,CMR,-1.3702845573425293 +dryland-rice,COD,-1.601028561592102 +dryland-rice,COG,-1.5998175740242004 +dryland-rice,COL,-1.3545325994491577 dryland-rice,COM,7.5 -dryland-rice,CRI,-1.101885437965393 -dryland-rice,CUB,-1.0410478115081787 -dryland-rice,DOM,-2.5794440507888794 +dryland-rice,CRI,-1.2267184257507324 +dryland-rice,CUB,-1.1528910994529724 +dryland-rice,DOM,-2.9086999893188477 dryland-rice,DZA,-0.0 -dryland-rice,ECU,-0.6212940216064453 -dryland-rice,EGY,-1.3617092967033386 +dryland-rice,ECU,-0.6815037131309509 +dryland-rice,EGY,-1.5336730480194092 dryland-rice,ERI,7.5 -dryland-rice,ESP,-1.2683366537094116 -dryland-rice,ETH,-0.3887041211128235 -dryland-rice,FJI,-0.5894087553024292 -dryland-rice,FRA,-0.6140397787094116 +dryland-rice,ESP,-1.4625598788261414 +dryland-rice,ETH,-0.49512332677841187 +dryland-rice,FJI,-0.693559467792511 +dryland-rice,FRA,-0.8020280599594116 dryland-rice,GAB,-0.0 dryland-rice,GEO,-0.0 -dryland-rice,GHA,-0.32774362713098526 -dryland-rice,GIN,-0.565986156463623 -dryland-rice,GMB,-0.35436099767684937 -dryland-rice,GNB,-1.3103870749473572 +dryland-rice,GHA,-0.44738519191741943 +dryland-rice,GIN,-0.6250246465206146 +dryland-rice,GMB,-0.37203672528266907 +dryland-rice,GNB,-1.367146909236908 dryland-rice,GNQ,7.5 -dryland-rice,GRC,-0.537587508559227 -dryland-rice,GTM,-1.4263858795166016 +dryland-rice,GRC,-0.8386545777320862 +dryland-rice,GTM,-1.4788101315498352 dryland-rice,GUF,0.0 -dryland-rice,GUY,-1.004263162612915 -dryland-rice,HND,-1.1594120860099792 +dryland-rice,GUY,-1.1586096286773682 +dryland-rice,HND,-1.2902620434761047 dryland-rice,HRV,7.5 -dryland-rice,HTI,-1.3150500655174255 -dryland-rice,HUN,-0.0850883275270462 -dryland-rice,IDN,-1.2118024826049805 -dryland-rice,IND,-1.1165772676467896 -dryland-rice,IRN,-3.082484722137451 -dryland-rice,IRQ,-1.5275567770004272 +dryland-rice,HTI,-1.3818740248680115 +dryland-rice,HUN,-0.22360575199127197 +dryland-rice,IDN,-1.329373836517334 +dryland-rice,IND,-1.092909336090088 +dryland-rice,IRN,-3.219435691833496 +dryland-rice,IRQ,-1.646616816520691 dryland-rice,ISR,-0.0 -dryland-rice,ITA,-3.087238907814026 -dryland-rice,JPN,-3.0823535919189453 -dryland-rice,KAZ,-0.12560350447893143 -dryland-rice,KEN,-0.9278556406497955 -dryland-rice,KGZ,-5.229932188987732 -dryland-rice,KHM,-1.1244550347328186 -dryland-rice,KOR,-6.239935874938965 -dryland-rice,LAO,-1.0737311840057373 -dryland-rice,LBR,-1.4794554710388184 +dryland-rice,ITA,-3.293103575706482 +dryland-rice,JPN,-3.366688370704651 +dryland-rice,KAZ,-0.27952830493450165 +dryland-rice,KEN,-1.087414801120758 +dryland-rice,KGZ,-5.2851094007492065 +dryland-rice,KHM,-1.228813648223877 +dryland-rice,KOR,-6.370335817337036 +dryland-rice,LAO,-1.220937192440033 +dryland-rice,LBR,-1.5252999067306519 dryland-rice,LBY,-0.0 -dryland-rice,LKA,-0.29075081646442413 +dryland-rice,LKA,-0.4167400300502777 dryland-rice,LSO,-0.0 dryland-rice,MAR,-7.5 dryland-rice,MDA,-0.0 -dryland-rice,MDG,-0.31136587262153625 -dryland-rice,MEX,-0.23755130171775818 -dryland-rice,MKD,-4.15339669585228 -dryland-rice,MLI,-0.2491341084241867 -dryland-rice,MMR,-1.1796547174453735 -dryland-rice,MOZ,-0.2917872369289398 -dryland-rice,MRT,-0.8436525464057922 +dryland-rice,MDG,-0.381667897105217 +dryland-rice,MEX,-0.5039640367031097 +dryland-rice,MKD,-4.252967596054077 +dryland-rice,MLI,-0.36500513553619385 +dryland-rice,MMR,-1.301239013671875 +dryland-rice,MOZ,-0.32479768991470337 +dryland-rice,MRT,-0.9601795077323914 dryland-rice,MUS,7.5 -dryland-rice,MWI,-0.9853283166885376 -dryland-rice,MYS,-0.34802602231502533 +dryland-rice,MWI,-1.0476584136486053 +dryland-rice,MYS,-0.43103183805942535 dryland-rice,NAM,-0.0 -dryland-rice,NER,-1.2328954339027405 -dryland-rice,NGA,-0.18268626555800438 -dryland-rice,NIC,1.6373028755187988 -dryland-rice,NPL,-0.231791153550148 -dryland-rice,PAK,-1.083001732826233 -dryland-rice,PAN,-0.9030466675758362 -dryland-rice,PER,1.101096272468567 -dryland-rice,PHL,-0.6054533123970032 +dryland-rice,NER,-1.3555169701576233 +dryland-rice,NGA,-0.33004605770111084 +dryland-rice,NIC,1.112548142671585 +dryland-rice,NPL,-0.33670876920223236 +dryland-rice,PAK,-1.2309395670890808 +dryland-rice,PAN,-1.041859745979309 +dryland-rice,PER,0.8599641919136047 +dryland-rice,PHL,-0.7060692310333252 dryland-rice,PNG,-0.0 -dryland-rice,PRI,-2.44837486743927 -dryland-rice,PRT,-0.867307722568512 -dryland-rice,PRY,-0.9091903567314148 +dryland-rice,PRI,-2.549641966819763 +dryland-rice,PRT,-1.105868399143219 +dryland-rice,PRY,-0.9651538729667664 dryland-rice,PSE,-7.5 dryland-rice,ROU,-7.5 -dryland-rice,RUS,-3.9223434925079346 -dryland-rice,RWA,-1.817745327949524 +dryland-rice,RUS,-4.292818069458008 +dryland-rice,RWA,-1.9572975635528564 dryland-rice,SAU,-0.0 dryland-rice,SDN,-0.0 -dryland-rice,SEN,-0.17419010400772095 -dryland-rice,SLB,-1.3815945982933044 -dryland-rice,SLE,-0.2055397629737854 -dryland-rice,SLV,2.7511189579963684 -dryland-rice,SOM,-1.2224610447883606 +dryland-rice,SEN,-0.21684210724197328 +dryland-rice,SLB,-1.43208247423172 +dryland-rice,SLE,-0.29038410633802414 +dryland-rice,SLV,2.647423028945923 +dryland-rice,SOM,-1.284908413887024 dryland-rice,SRB,-0.0 -dryland-rice,SSD,-1.4394530057907104 -dryland-rice,SUR,0.006390124559402466 +dryland-rice,SSD,-1.4687360525131226 +dryland-rice,SUR,-0.13068417087197304 dryland-rice,SVK,3.75 dryland-rice,SVN,7.5 dryland-rice,SWZ,7.5 dryland-rice,SYR,-7.5 -dryland-rice,TCD,-0.6570872664451599 -dryland-rice,TGO,-0.15136796236038208 -dryland-rice,THA,-0.4256027936935425 -dryland-rice,TJK,-1.708930253982544 +dryland-rice,TCD,-0.7085018157958984 +dryland-rice,TGO,-0.21965830028057098 +dryland-rice,THA,-0.48558980226516724 +dryland-rice,TJK,-1.9229423999786377 dryland-rice,TKM,-7.5 -dryland-rice,TLS,-1.830076515674591 -dryland-rice,TTO,-0.1399339735507965 +dryland-rice,TLS,-1.8806206583976746 +dryland-rice,TTO,-0.1687646061182022 dryland-rice,TUN,7.5 -dryland-rice,TUR,-2.4590591192245483 -dryland-rice,TWN,-0.606400191783905 -dryland-rice,TZA,0.014682264998555183 -dryland-rice,UGA,-0.8995059728622437 -dryland-rice,UKR,-3.1382293701171875 -dryland-rice,URY,-0.2534005716443062 +dryland-rice,TUR,-2.5998876094818115 +dryland-rice,TWN,-0.7271153628826141 +dryland-rice,TZA,-0.11254196241497993 +dryland-rice,UGA,-0.939723551273346 +dryland-rice,UKR,-3.321725368499756 +dryland-rice,URY,-0.5010773688554764 dryland-rice,USA,-0.0 dryland-rice,UZB,-7.5 -dryland-rice,VEN,-0.9345723986625671 -dryland-rice,VNM,-0.7967083752155304 +dryland-rice,VEN,-1.0610369443893433 +dryland-rice,VNM,-0.9121315181255341 dryland-rice,YEM,7.5 dryland-rice,ZAF,-0.0 -dryland-rice,ZMB,-1.0462843179702759 -dryland-rice,ZWE,2.8345950841903687 +dryland-rice,ZMB,-1.0958682894706726 +dryland-rice,ZWE,2.837663412094116 foxtail-millet,AFG,-0.6007698476314545 foxtail-millet,AGO,-0.4080769270658493 foxtail-millet,ARG,-0.23928023874759674 foxtail-millet,ARM,7.5 -foxtail-millet,AUS,-0.6373620629310608 +foxtail-millet,AUS,-0.6096153557300568 foxtail-millet,AZE,-4.388915061950684 foxtail-millet,BDI,-0.48629334568977356 foxtail-millet,BEN,-0.539930909872055 foxtail-millet,BFA,-0.3755684345960617 foxtail-millet,BGD,-7.5 foxtail-millet,BGR,7.5 -foxtail-millet,BLR,-0.41845284402370453 +foxtail-millet,BLR,-0.49434933066368103 foxtail-millet,BOL,-0.0 foxtail-millet,BRA,7.5 foxtail-millet,BTN,-7.5 -foxtail-millet,BWA,-0.47896677255630493 +foxtail-millet,BWA,-0.4801095873117447 foxtail-millet,CAF,-0.46454034745693207 foxtail-millet,CAN,-0.0 foxtail-millet,CHE,-2.6450395584106445 @@ -2364,7 +2364,7 @@ foxtail-millet,CIV,-0.5795082151889801 foxtail-millet,CMR,-0.4618046432733536 foxtail-millet,COD,-0.459261953830719 foxtail-millet,COG,-0.44761890172958374 -foxtail-millet,DEU,-0.8485472500324249 +foxtail-millet,DEU,-0.7601434290409088 foxtail-millet,DZA,-0.0 foxtail-millet,ERI,-0.4152943789958954 foxtail-millet,ETH,-0.7575334310531616 @@ -2377,7 +2377,7 @@ foxtail-millet,GMB,-0.46135395765304565 foxtail-millet,GNB,-0.44429850578308105 foxtail-millet,GRC,7.5 foxtail-millet,HUN,-0.6123685538768768 -foxtail-millet,IND,-0.47607550024986267 +foxtail-millet,IND,-0.41272197663784027 foxtail-millet,IRN,-1.0534720420837402 foxtail-millet,IRQ,-0.837611585855484 foxtail-millet,KAZ,-0.27249687910079956 @@ -2389,30 +2389,30 @@ foxtail-millet,LAO,-0.0 foxtail-millet,LBY,-0.505948543548584 foxtail-millet,LKA,-1.0432093739509583 foxtail-millet,LSO,7.5 -foxtail-millet,MAR,-0.9959200918674469 +foxtail-millet,MAR,-0.956611156463623 foxtail-millet,MDA,-0.6630499362945557 foxtail-millet,MLI,-0.3269065320491791 foxtail-millet,MMR,-0.4658123552799225 foxtail-millet,MNG,7.5 -foxtail-millet,MOZ,-0.4439863860607147 +foxtail-millet,MOZ,-0.448646605014801 foxtail-millet,MRT,-0.3641741871833801 -foxtail-millet,MWI,-0.4691985696554184 -foxtail-millet,NAM,-0.07696927338838577 +foxtail-millet,MWI,-0.48165616393089294 +foxtail-millet,NAM,-0.07871648669242859 foxtail-millet,NER,-0.14092829823493958 foxtail-millet,NGA,-0.46023768186569214 -foxtail-millet,NPL,-0.46213237941265106 +foxtail-millet,NPL,-0.4615856260061264 foxtail-millet,PAK,-0.2994333803653717 foxtail-millet,POL,3.4531050622463226 foxtail-millet,PRY,-0.0 foxtail-millet,ROU,-0.32146039605140686 -foxtail-millet,RUS,-0.3323908597230911 +foxtail-millet,RUS,-0.3310263752937317 foxtail-millet,RWA,-0.42522843182086945 -foxtail-millet,SAU,-1.415258765220642 +foxtail-millet,SAU,-1.4152214527130127 foxtail-millet,SDN,-0.43429309129714966 -foxtail-millet,SEN,-0.517208531498909 +foxtail-millet,SEN,-0.524360403418541 foxtail-millet,SLE,-0.4744160324335098 foxtail-millet,SOM,-0.0 -foxtail-millet,SSD,-0.41217321157455444 +foxtail-millet,SSD,-0.4053361862897873 foxtail-millet,SVK,7.5 foxtail-millet,SWZ,7.5 foxtail-millet,SYR,-0.0 @@ -2422,791 +2422,791 @@ foxtail-millet,THA,-3.9916176944971085 foxtail-millet,TJK,3.5118793100118637 foxtail-millet,TKM,-0.0 foxtail-millet,TUN,-0.0 -foxtail-millet,TUR,-1.334710955619812 +foxtail-millet,TUR,-1.2895961999893188 foxtail-millet,TWN,-0.0 foxtail-millet,TZA,-0.5092430412769318 -foxtail-millet,UGA,-0.20531106740236282 +foxtail-millet,UGA,-0.20531105995178223 foxtail-millet,UKR,-0.7608203291893005 foxtail-millet,URY,7.5 foxtail-millet,USA,-0.42737188935279846 foxtail-millet,UZB,-0.8081822693347931 foxtail-millet,VNM,-1.5837616920471191 foxtail-millet,YEM,-0.43398135900497437 -foxtail-millet,ZAF,-0.38650934398174286 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+sweet-potato,BOL,-0.7820522785186768 +sweet-potato,BRA,-2.8288609981536865 sweet-potato,BRB,-7.5 sweet-potato,BRN,-7.5 sweet-potato,BTN,7.5 sweet-potato,BWA,-0.0 -sweet-potato,CAF,-3.8992300033569336 -sweet-potato,CAN,-3.2703652381896973 -sweet-potato,CHE,-2.8814823627471924 -sweet-potato,CHL,-1.954980492591858 +sweet-potato,CAF,-3.8837422132492065 +sweet-potato,CAN,-3.391803741455078 +sweet-potato,CHE,-2.51729679107666 +sweet-potato,CHL,-1.9199514389038086 sweet-potato,CHN,-7.5 -sweet-potato,CIV,-0.5358869433403015 -sweet-potato,CMR,-3.6167469024658203 -sweet-potato,COD,-3.754379153251648 -sweet-potato,COG,-3.6232420206069946 -sweet-potato,COL,-3.257773756980896 -sweet-potato,COM,-3.8211779594421387 +sweet-potato,CIV,-0.5140566527843475 +sweet-potato,CMR,-3.462691068649292 +sweet-potato,COD,-3.6987165212631226 +sweet-potato,COG,-3.5400999784469604 +sweet-potato,COL,-3.3322129249572754 +sweet-potato,COM,-3.7831554412841797 sweet-potato,CPV,-7.5 -sweet-potato,CRI,3.1882646083831787 -sweet-potato,CUB,-3.401297450065613 -sweet-potato,CYP,-5.572687029838562 -sweet-potato,CZE,-2.7953556776046753 -sweet-potato,DEU,-2.2669942378997803 -sweet-potato,DNK,-2.6334924697875977 -sweet-potato,DOM,-3.758204460144043 -sweet-potato,DZA,-3.0178561210632324 -sweet-potato,ECU,-0.004254129249602556 -sweet-potato,EGY,-3.22887647151947 -sweet-potato,ERI,1.7941423654556274 +sweet-potato,CRI,3.152367115020752 +sweet-potato,CUB,-3.457007884979248 +sweet-potato,CYP,-5.103912115097046 +sweet-potato,CZE,-2.4381096363067627 +sweet-potato,DEU,-1.7301185131072998 +sweet-potato,DNK,-2.0852636098861694 +sweet-potato,DOM,-3.9840991497039795 +sweet-potato,DZA,-2.6832118034362793 +sweet-potato,ECU,-0.062368541955947876 +sweet-potato,EGY,-2.975604295730591 +sweet-potato,ERI,1.8001441955566406 sweet-potato,ESP,-7.5 -sweet-potato,EST,-2.8890633583068848 -sweet-potato,ETH,-3.4546852111816406 -sweet-potato,FIN,-2.9987776279449463 -sweet-potato,FJI,-5.528375148773193 -sweet-potato,FRA,-2.566088080406189 -sweet-potato,GAB,-3.8769218921661377 -sweet-potato,GBR,-2.951210379600525 -sweet-potato,GEO,-3.3808960914611816 -sweet-potato,GHA,-0.5988484025001526 -sweet-potato,GIN,-0.032059043645858765 -sweet-potato,GMB,2.161909580230713 -sweet-potato,GNB,-3.770545244216919 -sweet-potato,GNQ,-3.788648009300232 +sweet-potato,EST,-2.55484938621521 +sweet-potato,ETH,-3.2947384119033813 +sweet-potato,FIN,-2.6916239261627197 +sweet-potato,FJI,-5.441155195236206 +sweet-potato,FRA,-2.0710455179214478 +sweet-potato,GAB,-3.8550047874450684 +sweet-potato,GBR,-2.6437140703201294 +sweet-potato,GEO,-3.224754571914673 +sweet-potato,GHA,-0.5781071186065674 +sweet-potato,GIN,0.05349281243979931 +sweet-potato,GMB,2.298492431640625 +sweet-potato,GNB,-3.673504590988159 +sweet-potato,GNQ,-3.737417459487915 sweet-potato,GRC,-7.5 sweet-potato,GRD,-7.5 -sweet-potato,GTM,-3.3679639101028442 -sweet-potato,GUF,-1.5889720916748047 +sweet-potato,GTM,-3.4391584396362305 +sweet-potato,GUF,-1.580509066581726 sweet-potato,GUY,3.75 -sweet-potato,HND,-2.0446035861968994 -sweet-potato,HRV,-5.602762579917908 -sweet-potato,HTI,-3.534436345100403 -sweet-potato,HUN,-3.06414258480072 -sweet-potato,IDN,-3.260046362876892 -sweet-potato,IND,-2.653688669204712 -sweet-potato,IRL,-2.5817734003067017 -sweet-potato,IRN,-2.643378496170044 -sweet-potato,IRQ,-2.63101863861084 +sweet-potato,HND,-2.075897693634033 +sweet-potato,HRV,-5.483240246772766 +sweet-potato,HTI,-3.5777082443237305 +sweet-potato,HUN,-2.7747808694839478 +sweet-potato,IDN,-2.4055628180503845 +sweet-potato,IND,-2.2793948650360107 +sweet-potato,IRL,-2.196901559829712 +sweet-potato,IRN,-2.2441840171813965 +sweet-potato,IRQ,-2.2432429790496826 sweet-potato,ISR,-7.5 -sweet-potato,ITA,-3.1978600025177 +sweet-potato,ITA,-2.9549176692962646 sweet-potato,JAM,-7.5 -sweet-potato,JOR,-2.090037226676941 +sweet-potato,JOR,-1.602282702922821 sweet-potato,JPN,-7.5 -sweet-potato,KAZ,-3.3957751989364624 -sweet-potato,KEN,-3.2448930740356445 -sweet-potato,KGZ,-3.3189765214920044 -sweet-potato,KHM,-3.4648683071136475 -sweet-potato,KOR,-2.8328808546066284 -sweet-potato,LAO,-3.016925811767578 -sweet-potato,LBN,-2.7440521717071533 -sweet-potato,LBR,-3.4996118545532227 -sweet-potato,LBY,-3.138014554977417 -sweet-potato,LKA,-2.138522505760193 -sweet-potato,LSO,-3.28141713142395 -sweet-potato,LTU,-3.369910717010498 +sweet-potato,KAZ,-3.2666441202163696 +sweet-potato,KEN,-3.170950174331665 +sweet-potato,KGZ,-3.172187328338623 +sweet-potato,KHM,-3.3044049739837646 +sweet-potato,KOR,-2.6658132076263428 +sweet-potato,LAO,-2.796931028366089 +sweet-potato,LBN,-2.4508607387542725 +sweet-potato,LBR,-3.36375892162323 +sweet-potato,LBY,-2.930820941925049 +sweet-potato,LKA,-1.9655497670173645 +sweet-potato,LSO,-3.061399459838867 +sweet-potato,LTU,-3.1888887882232666 sweet-potato,LUX,-7.5 -sweet-potato,LVA,-5.47293484210968 -sweet-potato,MAR,-3.0093458890914917 -sweet-potato,MDA,-3.6332337856292725 -sweet-potato,MDG,-3.7496888637542725 -sweet-potato,MEX,-3.8610379695892334 -sweet-potato,MKD,-3.271524667739868 -sweet-potato,MLI,-3.1728930473327637 -sweet-potato,MLT,-6.369242429733276 -sweet-potato,MMR,-3.0640878677368164 -sweet-potato,MNE,-3.1966506242752075 +sweet-potato,LVA,-5.393196105957031 +sweet-potato,MAR,-2.6736663579940796 +sweet-potato,MDA,-3.5308122634887695 +sweet-potato,MDG,-3.6445460319519043 +sweet-potato,MEX,-4.020510196685791 +sweet-potato,MKD,-3.0401583909988403 +sweet-potato,MLI,-2.8459060192108154 +sweet-potato,MLT,-5.860722541809082 +sweet-potato,MMR,-2.8630714416503906 +sweet-potato,MNE,-2.976559638977051 sweet-potato,MNG,-7.5 -sweet-potato,MOZ,-2.12131929397583 -sweet-potato,MRT,-3.6340032815933228 -sweet-potato,MUS,-7.139163494110107 -sweet-potato,MWI,1.1891415119171143 -sweet-potato,MYS,-5.632676601409912 -sweet-potato,NAM,-3.316416025161743 -sweet-potato,NER,-4.695375680923462 -sweet-potato,NGA,-3.8314976692199707 -sweet-potato,NIC,-2.7361645698547363 -sweet-potato,NLD,-3.0441640615463257 -sweet-potato,NOR,-3.3438236713409424 -sweet-potato,NPL,-3.1954652070999146 +sweet-potato,MOZ,-1.998512864112854 +sweet-potato,MRT,-3.5637989044189453 +sweet-potato,MUS,-6.91898512840271 +sweet-potato,MWI,1.3126914501190186 +sweet-potato,MYS,-5.351511478424072 +sweet-potato,NAM,-3.159700393676758 +sweet-potato,NER,-4.238428831100464 +sweet-potato,NGA,-3.786217451095581 +sweet-potato,NIC,-2.889867901802063 +sweet-potato,NLD,-2.650066614151001 +sweet-potato,NOR,-3.1684799194335938 +sweet-potato,NPL,-3.036276936531067 sweet-potato,NZL,-7.5 -sweet-potato,OMN,-5.8763813972473145 -sweet-potato,PAK,-1.8062944412231445 +sweet-potato,OMN,-5.7321553230285645 +sweet-potato,PAK,-1.4178956747055054 sweet-potato,PAN,7.5 -sweet-potato,PER,-2.5971872806549072 -sweet-potato,PHL,-1.7809141874313354 -sweet-potato,PNG,-3.5541218519210815 -sweet-potato,POL,-2.8525530099868774 -sweet-potato,PRI,-7.4526097774505615 +sweet-potato,PER,-2.5978612899780273 +sweet-potato,PHL,-1.6773841977119446 +sweet-potato,PNG,-3.488620638847351 +sweet-potato,POL,-2.4942277669906616 +sweet-potato,PRI,-7.483315467834473 sweet-potato,PRT,-7.5 -sweet-potato,PRY,-1.6539114713668823 -sweet-potato,PSE,-5.000513434410095 -sweet-potato,ROU,-3.288100242614746 -sweet-potato,RUS,-3.4596469402313232 -sweet-potato,RWA,-1.0884273052215576 -sweet-potato,SAU,-2.6474746465682983 -sweet-potato,SDN,-3.3355014324188232 +sweet-potato,PRY,-1.6055749654769897 +sweet-potato,PSE,-4.823098063468933 +sweet-potato,ROU,-3.082138776779175 +sweet-potato,RUS,-3.310864210128784 +sweet-potato,RWA,-1.0163329243659973 +sweet-potato,SAU,-2.3289730548858643 +sweet-potato,SDN,-3.187199115753174 sweet-potato,SEN,-7.5 -sweet-potato,SLB,-2.9016273021698 -sweet-potato,SLE,-2.850681185722351 -sweet-potato,SLV,2.223991274833679 -sweet-potato,SOM,-3.4272947311401367 -sweet-potato,SRB,-5.358563661575317 +sweet-potato,SLB,-2.7316378355026245 +sweet-potato,SLE,-2.7526766061782837 +sweet-potato,SLV,2.1779849529266357 +sweet-potato,SOM,-3.3246368169784546 +sweet-potato,SRB,-5.2449259757995605 sweet-potato,SSD,3.75 sweet-potato,SUR,-7.5 -sweet-potato,SVK,-3.150352120399475 -sweet-potato,SVN,-2.866389036178589 -sweet-potato,SWE,-3.1616050004959106 -sweet-potato,SWZ,-3.8567726612091064 +sweet-potato,SVK,-2.9079877138137817 +sweet-potato,SVN,-2.5278446674346924 +sweet-potato,SWE,-2.9086331129074097 +sweet-potato,SWZ,-3.8271684646606445 sweet-potato,SYR,-7.5 -sweet-potato,TCD,-1.364348292350769 -sweet-potato,TGO,-0.8037306666374207 -sweet-potato,THA,-2.8495818376541138 -sweet-potato,TJK,-4.57469367980957 -sweet-potato,TKM,-3.2451012134552 -sweet-potato,TLS,-1.39150869846344 -sweet-potato,TTO,-4.86424708366394 -sweet-potato,TUN,-3.631168842315674 -sweet-potato,TUR,-2.540877342224121 -sweet-potato,TWN,-2.3723249435424805 -sweet-potato,TZA,-0.47835156321525574 -sweet-potato,UGA,-3.658787727355957 -sweet-potato,UKR,-3.5635502338409424 -sweet-potato,URY,-4.494444847106934 +sweet-potato,TCD,-1.299034595489502 +sweet-potato,TGO,-0.757215142250061 +sweet-potato,THA,-2.541489839553833 +sweet-potato,TJK,-4.437372446060181 +sweet-potato,TKM,-3.0975499153137207 +sweet-potato,TLS,-1.349900484085083 +sweet-potato,TTO,-4.894720554351807 +sweet-potato,TUN,-3.4900286197662354 +sweet-potato,TUR,-2.1410590410232544 +sweet-potato,TWN,-2.096091389656067 +sweet-potato,TZA,-0.3973628878593445 +sweet-potato,UGA,-3.6020588874816895 +sweet-potato,UKR,-3.38930082321167 +sweet-potato,URY,-4.48293399810791 sweet-potato,USA,-7.5 -sweet-potato,UZB,-6.900585889816284 -sweet-potato,VEN,-3.171257257461548 -sweet-potato,VNM,-3.6089500188827515 -sweet-potato,YEM,-2.908735990524292 -sweet-potato,ZAF,-0.16265007853507996 -sweet-potato,ZMB,-0.6554797887802124 -sweet-potato,ZWE,-1.5015268325805664 +sweet-potato,UZB,-6.75834846496582 +sweet-potato,VEN,-3.2433817386627197 +sweet-potato,VNM,-3.349853277206421 +sweet-potato,YEM,-2.6895984411239624 +sweet-potato,ZAF,0.01983746886253357 +sweet-potato,ZMB,-0.5965450704097748 +sweet-potato,ZWE,-1.3436793088912964 tea,AGO,2.2871118783950806 tea,ALB,-7.5 tea,ARG,-0.0 @@ -5258,7 +5258,7 @@ tea,ETH,1.183477520942688 tea,GAB,1.9945328831672668 tea,GEO,-7.5 tea,GNQ,7.5 -tea,GRC,-2.475684881210327 +tea,GRC,-2.5226125717163086 tea,GTM,-2.6566847562789917 tea,GUF,-0.0 tea,GUY,7.5 @@ -5284,10 +5284,10 @@ tea,MYS,0.9520937204360962 tea,NGA,7.5 tea,NPL,2.3863542079925537 tea,PAN,7.5 -tea,PER,1.2528804540634155 +tea,PER,1.178276538848877 tea,PNG,2.540162682533264 tea,PRY,0.09399520605802536 -tea,RUS,-4.867967128753662 +tea,RUS,-4.844953536987305 tea,RWA,2.2659374475479126 tea,SLV,-1.2915285229682922 tea,SSD,-7.5 @@ -5308,35 +5308,35 @@ tea,ZWE,1.0640369653701782 tomato,AFG,-7.5 tomato,AGO,-7.5 tomato,ALB,-7.5 -tomato,ARE,-6.009433269500732 +tomato,ARE,-6.012858867645264 tomato,ARG,-7.5 -tomato,ARM,-2.2367351055145264 +tomato,ARM,-2.238870859146118 tomato,ATG,-0.0 tomato,AUS,-7.5 tomato,AUT,-3.75 tomato,AZE,-7.5 tomato,BDI,-7.5 tomato,BEL,-3.75 -tomato,BEN,-1.9216867089271545 +tomato,BEN,-1.9222116470336914 tomato,BFA,-7.5 -tomato,BGD,-0.35448526591062546 +tomato,BGD,-0.3554457277059555 tomato,BGR,-7.5 -tomato,BHS,-2.787252426147461 -tomato,BIH,-5.555819511413574 +tomato,BHS,-2.7912986278533936 +tomato,BIH,-5.556806564331055 tomato,BLR,-7.5 -tomato,BLZ,-7.218199253082275 -tomato,BOL,-0.6573793888092041 +tomato,BLZ,-7.218920469284058 +tomato,BOL,-0.6587271690368652 tomato,BRA,-7.5 tomato,BRB,-7.5 tomato,BRN,-7.5 -tomato,BTN,-1.0860890746116638 +tomato,BTN,-1.0863977074623108 tomato,BWA,-7.5 tomato,CAF,7.5 -tomato,CAN,-3.670215606689453 +tomato,CAN,-3.5055242776870728 tomato,CHE,-7.5 tomato,CHL,-7.5 tomato,CHN,-7.5 -tomato,CIV,-3.850853681564331 +tomato,CIV,-3.851373076438904 tomato,CMR,-7.5 tomato,COD,-7.5 tomato,COG,-7.5 @@ -5353,18 +5353,18 @@ tomato,DNK,7.5 tomato,DOM,-7.5 tomato,DZA,-7.5 tomato,ECU,-7.5 -tomato,EGY,-1.5385516285896301 +tomato,EGY,-1.6348186135292053 tomato,ERI,-3.75 -tomato,ESP,-0.8938909769058228 +tomato,ESP,-0.3784908056259155 tomato,EST,-0.0 -tomato,ETH,-1.2529821991920471 +tomato,ETH,-1.2532030940055847 tomato,FIN,-7.5 -tomato,FJI,-7.382971286773682 +tomato,FJI,-7.383434772491455 tomato,FRA,-7.5 tomato,GAB,-7.5 tomato,GBR,-7.5 -tomato,GEO,-1.955545723438263 -tomato,GHA,-4.864142894744873 +tomato,GEO,-1.9562165141105652 +tomato,GHA,-4.852709054946899 tomato,GIN,-3.75 tomato,GMB,-7.5 tomato,GNB,7.5 @@ -5378,56 +5378,56 @@ tomato,HND,-7.5 tomato,HRV,-7.5 tomato,HTI,-7.5 tomato,HUN,-7.5 -tomato,IDN,-6.240472793579102 +tomato,IDN,-6.240932941436768 tomato,IND,-7.5 -tomato,IRN,-0.2685989439487457 -tomato,IRQ,-1.428577184677124 +tomato,IRN,-0.2701523005962372 +tomato,IRQ,-1.429380178451538 tomato,ISR,-7.5 tomato,ITA,-7.5 tomato,JAM,-7.5 tomato,JOR,4.613020300865173 tomato,JPN,-7.5 tomato,KAZ,-7.5 -tomato,KEN,-3.9817135334014893 -tomato,KGZ,-7.208740711212158 +tomato,KEN,-3.9530025720596313 +tomato,KGZ,-7.20920991897583 tomato,KHM,-3.75 -tomato,KOR,-6.035221338272095 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tomato,OMN,-7.5 -tomato,PAK,-1.0334705114364624 +tomato,PAK,-1.0339078903198242 tomato,PAN,-7.5 tomato,PER,-0.0 -tomato,PHL,-3.116124391555786 +tomato,PHL,-3.116744637489319 tomato,PNG,-7.5 tomato,POL,-7.5 tomato,PRI,-7.5 @@ -5436,14 +5436,14 @@ tomato,PRY,-7.5 tomato,PSE,-7.5 tomato,ROU,-7.5 tomato,RUS,-7.5 -tomato,RWA,-3.1285563707351685 +tomato,RWA,-3.1289403438568115 tomato,SAU,-7.5 tomato,SDN,-7.5 -tomato,SEN,-4.383784651756287 +tomato,SEN,-4.384429931640625 tomato,SLE,-7.5 -tomato,SLV,-7.094966650009155 +tomato,SLV,-7.096819877624512 tomato,SOM,-7.5 -tomato,SRB,-2.240092620253563 +tomato,SRB,-2.2152358144521713 tomato,SSD,-7.5 tomato,SUR,-7.5 tomato,SVK,-7.5 @@ -5452,632 +5452,632 @@ tomato,SWE,-7.5 tomato,SWZ,-7.5 tomato,SYR,-7.5 tomato,TCD,-7.5 -tomato,TGO,-1.3027095794677734 -tomato,THA,-4.745960712432861 +tomato,TGO,-1.3029602766036987 +tomato,THA,-4.746793746948242 tomato,TJK,-7.5 tomato,TKM,-7.5 -tomato,TLS,-2.0356668829917908 +tomato,TLS,-2.036040484905243 tomato,TTO,-7.5 -tomato,TUN,4.2335450649261475 -tomato,TUR,-5.40532922744751 +tomato,TUN,4.256980895996094 +tomato,TUR,-5.409020900726318 tomato,TWN,-7.5 -tomato,TZA,-0.7187851667404175 +tomato,TZA,-0.7194048166275024 tomato,UGA,-7.5 -tomato,UKR,7.2868757247924805 +tomato,UKR,7.286957263946533 tomato,URY,-7.5 tomato,USA,-7.5 tomato,UZB,-7.5 tomato,VEN,-7.5 tomato,VNM,-7.5 -tomato,YEM,-5.8541765213012695 +tomato,YEM,-5.855020523071289 tomato,ZAF,-7.5 -tomato,ZMB,-2.366493344306946 -tomato,ZWE,-3.962544798851013 -watermelon,AFG,-2.5404698848724365 +tomato,ZMB,-2.3670226335525513 +tomato,ZWE,-3.9635868072509766 +watermelon,AFG,-2.5404701232910156 watermelon,AGO,-0.0 -watermelon,ALB,2.1228625774383545 -watermelon,ARG,3.792503595352173 -watermelon,ATG,-4.487538814544678 +watermelon,ALB,2.1228718757629395 +watermelon,ARG,3.792487144470215 +watermelon,ATG,-4.468631267547607 watermelon,AUS,-7.5 -watermelon,AZE,5.405060291290283 +watermelon,AZE,5.433598279953003 watermelon,BDI,-0.0 watermelon,BEN,-0.0 watermelon,BFA,-0.0 watermelon,BGD,-0.0 watermelon,BGR,-0.0 watermelon,BHS,-0.0 -watermelon,BIH,-0.525654137134552 -watermelon,BLZ,-2.3436901569366455 -watermelon,BOL,0.8949553370475769 -watermelon,BRA,3.7893426418304443 +watermelon,BIH,-0.5256609916687012 +watermelon,BLZ,-2.3445119857788086 +watermelon,BOL,0.8731838464736938 +watermelon,BRA,3.785786271095276 watermelon,BRB,-0.0 watermelon,BTN,7.5 -watermelon,BWA,0.5943982824683189 +watermelon,BWA,0.594386387616396 watermelon,CAF,-0.0 -watermelon,CHL,0.33044493198394775 -watermelon,CHN,-7.3488969802856445 +watermelon,CHL,0.3304274380207062 +watermelon,CHN,-7.348897457122803 watermelon,CIV,-0.0 -watermelon,CMR,-4.6977269649505615 +watermelon,CMR,-4.697730302810669 watermelon,COD,-0.0 watermelon,COG,-0.0 -watermelon,COL,2.342010259628296 +watermelon,COL,2.338507890701294 watermelon,COM,-0.0 watermelon,CPV,-7.5 -watermelon,CRI,0.7461357712745667 -watermelon,CUB,-2.294926643371582 -watermelon,CYP,-4.909425735473633 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-watermelon,IDN,1.9798773527145386 -watermelon,IND,-2.0248392820358276 -watermelon,IRN,4.4493584632873535 -watermelon,IRQ,-1.0727357864379883 -watermelon,ISR,-0.4883614256978035 -watermelon,ITA,2.2241111993789673 +watermelon,IDN,1.9798771142959595 +watermelon,IND,-2.0248395204544067 +watermelon,IRN,4.449347496032715 +watermelon,IRQ,-1.0727412700653076 +watermelon,ISR,-0.4883795455098152 +watermelon,ITA,2.224096655845642 watermelon,JAM,-7.5 -watermelon,JOR,-3.694989562034607 +watermelon,JOR,-3.6950043439865112 watermelon,JPN,-7.5 -watermelon,KEN,3.4178760051727295 +watermelon,KEN,3.4183698892593384 watermelon,KGZ,-3.4708921909332275 watermelon,KHM,-0.0 -watermelon,LAO,-1.5314116477966309 +watermelon,LAO,-1.5314118266105652 watermelon,LBN,-7.5 watermelon,LBR,-0.0 -watermelon,LBY,3.541520118713379 +watermelon,LBY,3.541503667831421 watermelon,LKA,-0.0 watermelon,LSO,-0.0 -watermelon,MAR,-0.6773760914802551 +watermelon,MAR,-0.6773865818977356 watermelon,MDG,-0.0 -watermelon,MEX,0.23679153621196747 -watermelon,MKD,4.596242904663086 -watermelon,MLI,2.5631765127182007 -watermelon,MLT,-1.6350895166397095 +watermelon,MEX,0.2367868721485138 +watermelon,MKD,4.596230745315552 +watermelon,MLI,2.563161253929138 +watermelon,MLT,-1.3199672102928162 watermelon,MMR,-0.0 -watermelon,MNE,0.00744473934173584 +watermelon,MNE,0.007433772087097168 watermelon,MOZ,-0.0 -watermelon,MRT,-3.5862910747528076 +watermelon,MRT,-3.586296319961548 watermelon,MUS,-0.0 -watermelon,MWI,0.1385079026222229 -watermelon,MYS,3.1642797142267227 -watermelon,NAM,-1.4109147191047668 +watermelon,MWI,0.13849657773971558 +watermelon,MYS,3.1642793864011765 +watermelon,NAM,-1.410923421382904 watermelon,NER,-7.5 watermelon,NGA,-0.0 watermelon,NIC,-0.0 watermelon,NPL,-0.0 watermelon,OMN,7.5 -watermelon,PAK,0.30105262994766235 -watermelon,PER,7.159733295440674 -watermelon,PHL,0.6292181499302387 +watermelon,PAK,0.3536325842142105 +watermelon,PER,7.220140695571899 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watermelon,TCD,-0.0 watermelon,TGO,-0.0 -watermelon,THA,-5.306277513504028 -watermelon,TJK,-3.12197744846344 -watermelon,TKM,0.9962146282196045 +watermelon,THA,-5.259559631347656 +watermelon,TJK,-3.1219775676727295 +watermelon,TKM,0.9962143003940582 watermelon,TLS,-0.0 -watermelon,TTO,-0.22307056188583374 -watermelon,TUN,-4.975942850112915 -watermelon,TUR,1.6557687520980835 -watermelon,TZA,-5.228050947189331 +watermelon,TTO,-0.22436396405100822 +watermelon,TUN,-4.959778547286987 +watermelon,TUR,1.6557559967041016 +watermelon,TZA,-5.228053569793701 watermelon,UGA,-0.0 watermelon,UKR,-0.0 -watermelon,URY,1.5322901606559753 -watermelon,USA,0.01528834830969572 -watermelon,UZB,1.2043312788009644 -watermelon,VEN,0.104346863925457 -watermelon,VNM,-0.20012211799621582 +watermelon,URY,1.5322787761688232 +watermelon,USA,0.015269692055881023 +watermelon,UZB,0.9062829613685608 +watermelon,VEN,0.10101199150085449 +watermelon,VNM,-0.14551937580108643 watermelon,VUT,-0.0 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white-potato,BRA,-7.5 -white-potato,BRB,-6.377061367034912 +white-potato,BRB,-5.921956777572632 white-potato,BRN,-7.5 -white-potato,BTN,-4.19608736038208 +white-potato,BTN,-3.978571653366089 white-potato,BWA,-7.5 -white-potato,CAF,-7.197818040847778 -white-potato,CAN,-6.646045207977295 +white-potato,CAF,-7.178539514541626 +white-potato,CAN,-5.34727668762207 white-potato,CHE,-7.5 -white-potato,CHL,-7.5 -white-potato,CHN,-4.7370240688323975 -white-potato,CIV,-7.1886491775512695 -white-potato,CMR,-6.860898733139038 -white-potato,COD,-7.077121019363403 -white-potato,COG,-6.934155464172363 -white-potato,COL,-5.034844160079956 -white-potato,COM,-7.312669992446899 +white-potato,CHL,-7.026157855987549 +white-potato,CHN,-3.8956282138824463 +white-potato,CIV,-7.156691789627075 +white-potato,CMR,-6.643963098526001 +white-potato,COD,-6.982562303543091 +white-potato,COG,-6.755647659301758 +white-potato,COL,-4.461732864379883 +white-potato,COM,-7.283514738082886 white-potato,CPV,-7.5 white-potato,CRI,-7.5 -white-potato,CUB,-6.494585752487183 -white-potato,CYP,-7.5 -white-potato,CZE,-4.996541500091553 -white-potato,DEU,-6.530590772628784 +white-potato,CUB,-6.133505821228027 +white-potato,CYP,-6.968465566635132 +white-potato,CZE,-3.9378150701522827 +white-potato,DEU,-5.011577129364014 white-potato,DNK,-7.5 white-potato,DOM,-7.5 white-potato,DZA,-7.5 -white-potato,ECU,-3.206747531890869 -white-potato,EGY,-5.593144178390503 -white-potato,ERI,-7.206118106842041 +white-potato,ECU,-2.7543752193450928 +white-potato,EGY,-4.930022954940796 +white-potato,ERI,-7.190220594406128 white-potato,ESP,-7.5 -white-potato,EST,-3.508598804473877 -white-potato,ETH,-1.4694517254829407 -white-potato,FIN,-4.3331298828125 +white-potato,EST,-2.5702712535858154 +white-potato,ETH,-1.1093079447746277 +white-potato,FIN,-3.4985347986221313 white-potato,FRA,-7.5 -white-potato,GAB,-7.1743388175964355 -white-potato,GBR,-7.5 -white-potato,GEO,-2.1070386171340942 -white-potato,GHA,-7.181808710098267 -white-potato,GIN,-7.12205696105957 +white-potato,GAB,-7.141166925430298 +white-potato,GBR,-6.928457260131836 +white-potato,GEO,-1.7411337494850159 +white-potato,GHA,-7.1507790088653564 +white-potato,GIN,-6.96183180809021 white-potato,GMB,-3.75 -white-potato,GNB,-7.090808868408203 -white-potato,GNQ,-7.106896877288818 +white-potato,GNB,-6.9923415184021 +white-potato,GNQ,-7.024986505508423 white-potato,GRC,-7.5 -white-potato,GRD,-7.042879581451416 -white-potato,GTM,-5.88916015625 +white-potato,GRD,-6.992668151855469 +white-potato,GTM,-5.070298910140991 white-potato,GUF,-7.5 white-potato,GUY,-0.0 white-potato,HND,-7.5 -white-potato,HRV,-5.52064311504364 -white-potato,HTI,-7.050485610961914 -white-potato,HUN,-6.465531587600708 +white-potato,HRV,-5.2063987255096436 +white-potato,HTI,-6.96152138710022 +white-potato,HUN,-5.442982912063599 white-potato,IDN,-7.5 -white-potato,IND,-6.555444240570068 -white-potato,IRL,-5.605404853820801 -white-potato,IRN,-4.369116306304932 +white-potato,IND,-5.864567756652832 +white-potato,IRL,-4.323651671409607 +white-potato,IRN,-3.3191661834716797 white-potato,IRQ,-7.5 white-potato,ISR,-7.5 white-potato,ITA,-7.5 white-potato,JAM,-7.5 white-potato,JOR,-7.5 white-potato,JPN,-7.5 -white-potato,KAZ,-3.023425579071045 -white-potato,KEN,-2.24357533454895 -white-potato,KGZ,-3.4183019399642944 -white-potato,KHM,-6.998397588729858 -white-potato,KOR,-6.683784008026123 -white-potato,LAO,-6.496181488037109 +white-potato,KAZ,-2.350228428840637 +white-potato,KEN,-2.092913866043091 +white-potato,KGZ,-3.046399235725403 +white-potato,KHM,-6.819732427597046 +white-potato,KOR,-6.172350168228149 +white-potato,LAO,-5.9038519859313965 white-potato,LBN,-7.5 -white-potato,LBR,-6.754613161087036 -white-potato,LBY,-6.370383262634277 +white-potato,LBR,-6.421300411224365 +white-potato,LBY,-5.639025688171387 white-potato,LKA,-7.5 -white-potato,LSO,-6.013373374938965 -white-potato,LTU,-2.858950614929199 -white-potato,LUX,-6.961222887039185 -white-potato,LVA,-2.1272966861724854 -white-potato,MAR,-5.30958104133606 -white-potato,MDA,-0.8479516506195068 -white-potato,MDG,-6.979810476303101 +white-potato,LSO,-5.423912525177002 +white-potato,LTU,-2.2814247608184814 +white-potato,LUX,-6.172681093215942 +white-potato,LVA,-1.3943885564804077 +white-potato,MAR,-4.3292224407196045 +white-potato,MDA,-0.4833347648382187 +white-potato,MDG,-6.840503215789795 white-potato,MEX,-7.5 -white-potato,MKD,-3.7811163663864136 +white-potato,MKD,-3.202763080596924 white-potato,MLI,-7.5 -white-potato,MLT,-7.283215522766113 -white-potato,MMR,-6.801150321960449 -white-potato,MNE,-6.536830902099609 -white-potato,MNG,-2.9331061840057373 +white-potato,MLT,-6.536999940872192 +white-potato,MMR,-6.299448490142822 +white-potato,MNE,-5.965052843093872 +white-potato,MNG,-2.5573318004608154 white-potato,MOZ,-7.5 white-potato,MRT,-7.5 white-potato,MUS,-7.5 -white-potato,MWI,0.9075431823730469 -white-potato,MYS,-6.559910297393799 -white-potato,NAM,-6.669308662414551 +white-potato,MWI,1.2430293560028076 +white-potato,MYS,-6.0908286571502686 +white-potato,NAM,-6.399621486663818 white-potato,NER,-7.5 -white-potato,NGA,-7.132198333740234 +white-potato,NGA,-7.070682525634766 white-potato,NIC,-7.5 -white-potato,NLD,-5.6572630405426025 +white-potato,NLD,-4.713480710983276 white-potato,NOR,-7.5 -white-potato,NPL,-3.3017061948776245 -white-potato,NZL,-5.133574724197388 +white-potato,NPL,-2.9057209491729736 +white-potato,NZL,-3.7959617376327515 white-potato,OMN,-7.5 -white-potato,PAK,-3.2088358402252197 +white-potato,PAK,-2.1327762603759766 white-potato,PAN,-7.5 -white-potato,PER,-3.809300184249878 +white-potato,PER,-3.5418314933776855 white-potato,PHL,-7.5 white-potato,PNG,-7.5 -white-potato,POL,-2.197211742401123 +white-potato,POL,-1.1929941773414612 white-potato,PRI,-7.5 -white-potato,PRT,-5.459334850311279 -white-potato,PRY,-3.581894636154175 +white-potato,PRT,-4.531711101531982 +white-potato,PRY,-3.281337261199951 white-potato,PSE,-7.5 -white-potato,ROU,-4.966475009918213 -white-potato,RUS,-2.517961263656616 -white-potato,RWA,-2.0021292567253113 +white-potato,ROU,-4.439207553863525 +white-potato,RUS,-2.0295252799987793 +white-potato,RWA,-1.857063353061676 white-potato,SAU,-7.5 -white-potato,SDN,-6.781405925750732 +white-potato,SDN,-6.468541145324707 white-potato,SEN,-7.5 -white-potato,SLB,-6.6078855991363525 -white-potato,SLE,-6.9266862869262695 +white-potato,SLB,-6.2179646492004395 +white-potato,SLE,-6.7139732837677 white-potato,SLV,-7.5 -white-potato,SOM,-6.76738715171814 -white-potato,SRB,-4.046455144882202 -white-potato,SSD,-6.979392766952515 +white-potato,SOM,-6.526790380477905 +white-potato,SRB,-2.792048931121826 +white-potato,SSD,-6.8707311153411865 white-potato,SUR,-7.5 -white-potato,SVK,-6.268165111541748 -white-potato,SVN,-6.641280174255371 +white-potato,SVK,-5.510774374008179 +white-potato,SVN,-5.715082883834839 white-potato,SWE,-7.5 -white-potato,SWZ,-7.166557312011719 -white-potato,SYR,-6.378358840942383 -white-potato,TCD,-6.9514923095703125 -white-potato,TGO,-7.126158714294434 -white-potato,THA,-4.8481669425964355 -white-potato,TJK,-3.2776272296905518 -white-potato,TKM,-6.899640083312988 -white-potato,TLS,-0.6534139811992645 -white-potato,TTO,-7.120465993881226 -white-potato,TUN,-3.238673686981201 -white-potato,TUR,-6.2570483684539795 -white-potato,TWN,-6.581104040145874 -white-potato,TZA,-0.9602226614952087 -white-potato,UGA,-7.065031051635742 -white-potato,UKR,-1.8508853912353516 +white-potato,SWZ,-7.129907131195068 +white-potato,SYR,-5.730023384094238 +white-potato,TCD,-6.829763889312744 +white-potato,TGO,-7.059450149536133 +white-potato,THA,-4.329001426696777 +white-potato,TJK,-2.9643325805664062 +white-potato,TKM,-6.632774353027344 +white-potato,TLS,-0.6201033592224121 +white-potato,TTO,-7.02238655090332 +white-potato,TUN,-2.6432697772979736 +white-potato,TUR,-5.212929010391235 +white-potato,TWN,-6.052992820739746 +white-potato,TZA,-0.7882333397865295 +white-potato,UGA,-6.966477155685425 +white-potato,UKR,-1.3431144952774048 white-potato,URY,-7.5 -white-potato,USA,-6.48323917388916 -white-potato,UZB,-5.730321407318115 -white-potato,VEN,-6.108365058898926 -white-potato,VNM,-6.79145359992981 -white-potato,YEM,-7.5 -white-potato,ZAF,-7.122694730758667 +white-potato,USA,-4.691410064697266 +white-potato,UZB,-5.196643829345703 +white-potato,VEN,-5.600482702255249 +white-potato,VNM,-6.40132737159729 +white-potato,YEM,-7.48647403717041 +white-potato,ZAF,-6.635372877120972 white-potato,ZMB,-7.5 white-potato,ZWE,-7.5 yam,AFG,7.5 -yam,AGO,-2.915623903274536 +yam,AGO,-2.9141130447387695 yam,ARG,-0.970349907875061 yam,ATG,-4.489343166351318 -yam,BDI,-4.474895000457764 -yam,BEN,-1.1533899307250977 -yam,BFA,-2.6838340759277344 -yam,BIH,-2.2863107323646545 -yam,BLZ,-1.9457488059997559 +yam,BDI,-4.474178075790405 +yam,BEN,-1.151535153388977 +yam,BFA,-2.682286024093628 +yam,BIH,-2.284517526626587 +yam,BLZ,-2.0015997886657715 yam,BOL,-5.195361614227295 yam,BRA,-3.122835397720337 yam,BRB,-7.5 -yam,BRN,-5.200504541397095 -yam,BTN,-4.776039123535156 -yam,BWA,-4.242413759231567 -yam,CAF,-3.9860188961029053 +yam,BRN,-5.200138330459595 +yam,BTN,-4.826615333557129 +yam,BWA,-4.241587400436401 +yam,CAF,-3.9850677251815796 yam,CHL,-0.0 -yam,CHN,-0.5402792096138 -yam,CIV,-0.7082089781761169 -yam,CMR,-2.8625242710113525 -yam,COD,-4.230693340301514 -yam,COG,-4.227147579193115 +yam,CHN,-0.5373392999172211 +yam,CIV,-0.7075281739234924 +yam,CMR,-2.860989809036255 +yam,COD,-4.229848623275757 +yam,COG,-4.2262961864471436 yam,COL,-0.8940050601959229 -yam,COM,-4.3197290897369385 +yam,COM,-4.318925857543945 yam,CRI,-7.5 yam,CUB,-2.660409092903137 -yam,DOM,-2.483414888381958 +yam,DOM,-2.5111581087112427 yam,ECU,-5.37074089050293 -yam,EGY,1.0253205299377441 -yam,ERI,-5.601197242736816 -yam,ETH,-1.9373416304588318 +yam,EGY,1.0288528800010681 +yam,ERI,-5.601023197174072 +yam,ETH,-1.935349941253662 yam,FJI,-7.5 -yam,GAB,-4.206446409225464 -yam,GHA,-1.2013828754425049 -yam,GIN,-2.2546385526657104 +yam,GAB,-4.205602169036865 +yam,GHA,-1.1991177797317505 +yam,GIN,-2.2537769079208374 yam,GMB,-7.5 -yam,GNB,-4.185503721237183 -yam,GNQ,-4.477081298828125 +yam,GNB,-4.184656620025635 +yam,GNQ,-4.476369857788086 yam,GRD,-7.5 yam,GTM,7.5 yam,GUF,7.5 @@ -6085,69 +6085,69 @@ yam,GUY,-7.5 yam,HND,-4.2645134925842285 yam,HRV,-0.0 yam,HTI,-5.360596656799316 -yam,IDN,-4.645933389663696 -yam,IND,-0.9961451292037964 +yam,IDN,-4.645222187042236 +yam,IND,-0.9942658543586731 yam,IRN,-0.0 -yam,ISR,-0.980597972869873 +yam,ISR,-0.97813481092453 yam,JAM,-7.5 -yam,JOR,4.4035040736198425 +yam,JOR,4.405307233333588 yam,JPN,-7.5 -yam,KEN,-1.539107859134674 -yam,KHM,-2.4898996353149414 -yam,LAO,2.042736828327179 -yam,LBN,-4.69429886341095 -yam,LBR,-3.78039288520813 -yam,LKA,-3.049189805984497 +yam,KEN,-1.5378362536430359 +yam,KHM,-2.4880053997039795 +yam,LAO,2.0470011234283447 +yam,LBN,-4.693295359611511 +yam,LBR,-3.7793532609939575 +yam,LKA,-3.0476415157318115 yam,LSO,-0.0 -yam,MDG,-4.047037363052368 -yam,MEX,3.244262456893921 -yam,MLI,-5.216529846191406 -yam,MMR,1.0198920369148254 +yam,MDG,-4.046064138412476 +yam,MEX,3.082486867904663 +yam,MLI,-5.214148998260498 +yam,MMR,1.02357679605484 yam,MNE,-0.0 -yam,MOZ,-3.8747650384902954 -yam,MRT,-6.381232023239136 -yam,MUS,-3.481334090232849 +yam,MOZ,-3.873716115951538 +yam,MRT,-6.3810882568359375 +yam,MUS,-3.480055570602417 yam,MWI,-0.0 -yam,MYS,-2.689858913421631 -yam,NAM,-3.0043797492980957 -yam,NER,-5.320603370666504 -yam,NGA,-2.8136426210403442 +yam,MYS,-2.688098430633545 +yam,NAM,-3.0029178857803345 +yam,NER,-5.320300102233887 +yam,NGA,-2.812139868736267 yam,NIC,-2.3203004598617554 -yam,NPL,-5.011655330657959 -yam,PAK,1.2802709341049194 +yam,NPL,-5.0111610889434814 +yam,PAK,1.2825162410736084 yam,PAN,-3.215519905090332 -yam,PER,-3.4855637550354004 -yam,PHL,-1.6139899492263794 -yam,PNG,-2.6115013360977173 +yam,PER,-3.4962090253829956 +yam,PHL,-1.6133047342300415 +yam,PNG,-2.6098426580429077 yam,PRI,-7.5 yam,PRY,7.5 -yam,PSE,-1.4987291097640991 -yam,RWA,-0.8284357190132141 +yam,PSE,-1.4965265989303589 +yam,RWA,-0.827601820230484 yam,SAU,-0.0 -yam,SDN,-5.742918968200684 -yam,SEN,-2.142036259174347 -yam,SLB,-1.774495780467987 -yam,SLE,-5.374751806259155 +yam,SDN,-5.74281644821167 +yam,SEN,-2.134479522705078 +yam,SLB,-1.77242112159729 +yam,SLE,-5.3744752407073975 yam,SLV,2.7297595739364624 yam,SOM,-0.0 -yam,SSD,-5.1632537841796875 -yam,STP,-4.699181079864502 +yam,SSD,-5.162904500961304 +yam,STP,-4.698578357696533 yam,SUR,-2.388601541519165 -yam,SWZ,-3.962120532989502 -yam,SYR,-1.978471279144287 -yam,TCD,-4.024775505065918 -yam,TGO,-1.095928430557251 -yam,THA,-1.7797744274139404 -yam,TLS,-5.459644079208374 +yam,SWZ,-3.961113214492798 +yam,SYR,-1.9764747619628906 +yam,TCD,-4.023879528045654 +yam,TGO,-1.094775676727295 +yam,THA,-1.777478575706482 +yam,TLS,-5.459371566772461 yam,TTO,-7.5 -yam,TWN,-2.4045424461364746 -yam,TZA,-4.558453798294067 -yam,UGA,-3.893244743347168 +yam,TWN,-2.4025919437408447 +yam,TZA,-4.55778169631958 +yam,UGA,-3.892226219177246 yam,URY,7.5 yam,USA,5.4903130531311035 yam,VEN,-2.3649706840515137 -yam,VNM,-3.535680413246155 -yam,VUT,-3.088310480117798 -yam,ZAF,-4.361093759536743 +yam,VNM,-3.5417455434799194 +yam,VUT,-3.0868210792541504 +yam,ZAF,-4.360322952270508 yam,ZMB,3.75 -yam,ZWE,-3.2789857387542725 +yam,ZWE,-3.277616262435913 diff --git a/data/curated/calibration/gdd-ia/deviation_penalty.yaml b/data/curated/calibration/gdd-ia/deviation_penalty.yaml index 3331dd52..4b0b23dd 100644 --- a/data/curated/calibration/gdd-ia/deviation_penalty.yaml +++ b/data/curated/calibration/gdd-ia/deviation_penalty.yaml @@ -14,9 +14,9 @@ components: - grassland - feed l1_costs: - cropland: 1.468666316419478 - grassland: 0.16337061661222912 - feed: 0.07852586344897906 -iterations: 3 + cropland: 1.376689142706436 + grassland: 0.15535580787676795 + feed: 0.08322202186356281 +iterations: 5 converged: true -final_residual_log_inf: 0.01697416334606783 +final_residual_log_inf: 0.014949439844417031 diff --git a/data/curated/calibration/gdd-ia/exogenous_feed.csv b/data/curated/calibration/gdd-ia/exogenous_feed.csv index 539ab70d..8d1887c0 100644 --- a/data/curated/calibration/gdd-ia/exogenous_feed.csv +++ b/data/curated/calibration/gdd-ia/exogenous_feed.csv @@ -19,7 +19,7 @@ BTN,0.0,0.0,0.032702 BWA,0.0,0.0,0.803633 CAF,0.0,0.0,3.145721 CHL,0.0,0.0,1.174709 -CHN,22.060617,8.937976,0.0 +CHN,30.021648,8.937976,0.0 CMR,0.0,0.0,1.961351 COG,0.0,0.0,0.10183 COL,0.0,0.0,4.952398 @@ -47,11 +47,11 @@ ISL,0.0,0.0,0.030581 ISR,0.0,0.0,1.114113 JAM,0.0,0.0,0.181489 JOR,0.0,0.0,0.90952 -JPN,1.910623,1.221458,1.323049 +JPN,1.834735,1.221458,1.323049 KEN,0.0,0.0,8.553256 -KHM,0.0,0.135121,0.0 -KOR,2.714647,0.374992,2.658246 -LAO,0.0,0.053306,0.0 +KHM,0.0,0.116946,0.0 +KOR,2.761067,0.374992,2.658246 +LAO,0.0,0.04975,0.0 LBN,0.0,0.0,0.255602 LBY,0.0,0.0,0.793355 LSO,0.0,0.0,0.093215 @@ -67,11 +67,12 @@ NER,0.0,0.0,1.711398 NIC,0.0,0.0,1.291705 NLD,0.0,0.0,0.117066 NPL,0.0,0.0,15.855976 -NZL,0.0,0.72566,0.0 +NZL,0.0,0.743953,0.0 OMN,0.0,0.0,1.601173 -PAK,0.0,13.613902,166.893402 +PAK,0.0,13.552876,166.893402 PAN,0.0,0.0,0.335515 PER,0.0,0.0,0.827014 +PHL,0.19078,0.297524,0.0 PRI,0.0,0.0,0.093587 PRY,0.0,0.0,0.155431 PSE,0.0,0.0,0.253434 @@ -85,18 +86,19 @@ STP,0.0,0.0,0.00225 SWZ,0.0,0.0,0.169067 SYR,0.0,0.0,1.271963 TCD,0.0,0.0,25.86199 -THA,1.626361,0.336465,0.0 +THA,1.355908,0.336465,0.0 TJK,0.0,0.0,0.247151 TKM,0.0,0.0,0.695718 -TLS,0.009463,0.01037,0.067521 +TLS,0.009329,0.01037,0.067521 TTO,0.0,0.0,0.00687 TUN,0.0,0.0,1.242337 TUR,0.0,0.0,1.66396 -TWN,1.330431,0.0,0.0 +TWN,1.339534,0.00074,0.0 TZA,0.0,0.0,9.637837 UGA,0.0,0.0,3.557199 URY,0.0,0.0,2.438584 VEN,0.0,0.0,3.763237 +VNM,2.115388,0.832676,0.0 YEM,0.0,0.0,3.183531 ZAF,0.0,0.0,5.481237 ZMB,0.0,0.0,2.941371 diff --git a/data/curated/calibration/gdd-ia/exogenous_forage.csv b/data/curated/calibration/gdd-ia/exogenous_forage.csv index 785b5cbe..89593be3 100644 --- a/data/curated/calibration/gdd-ia/exogenous_forage.csv +++ b/data/curated/calibration/gdd-ia/exogenous_forage.csv @@ -5,7 +5,7 @@ country,exogenous_forage_mt_dm AFG,0.0 AGO,0.0 ALB,0.0 -ARE,1.960736 +ARE,1.958324 ARG,0.0 ARM,0.0 ATG,0.0 @@ -38,7 +38,7 @@ CMR,0.0 COD,0.0 COG,0.0 COL,0.0 -COM,0.083786 +COM,0.083679 CPV,0.0 CRI,0.0 CUB,0.0 @@ -50,7 +50,7 @@ DNK,0.0 DOM,0.0 DZA,0.0 ECU,0.0 -EGY,23.06752 +EGY,19.125046 ERI,0.0 ESP,0.0 EST,0.0 @@ -76,7 +76,7 @@ HRV,0.0 HTI,0.0 HUN,0.0 IDN,0.0 -IND,158.148087 +IND,138.685715 IRL,0.0 IRN,0.0 IRQ,0.0 @@ -156,21 +156,21 @@ SYR,0.0 TCD,0.0 TGO,0.0 THA,0.0 -TJK,3.370195 -TKM,9.84958 +TJK,3.3232 +TKM,9.849668 TLS,0.0 TTO,0.0 TUN,0.0 -TUR,5.091218 +TUR,0.0 TWN,0.0 TZA,0.0 UGA,0.0 UKR,0.0 URY,0.0 USA,0.0 -UZB,15.074042 +UZB,15.042318 VEN,0.0 -VNM,7.549819 +VNM,3.324505 VUT,0.0 YEM,0.0 ZAF,0.0 diff --git a/data/curated/calibration/gdd-ia/food_demand.csv b/data/curated/calibration/gdd-ia/food_demand.csv index 415df6fb..3e5f6c7b 100644 --- a/data/curated/calibration/gdd-ia/food_demand.csv +++ b/data/curated/calibration/gdd-ia/food_demand.csv @@ -1,59 +1,60 @@ food,multiplier,net_slack_mt,consumption_mt -apple,1.0176942965794498,-1.7921872404403985,101.28615355763031 -banana,1.0,0.0,61.92605545501283 -barley-hulled,1.0,0.0,2.363381609684666 -buckwheat,0.6021654848612251,1.8252767490432689,4.58803014717455 -cabbage,1.0029202519677038,-0.6778625786682824,232.12468861078378 -carrot,0.9980453528955658,0.24450801113562193,125.09061639870924 -cassava,1.0,0.0,141.4352919480798 -chickpea,0.851845683838795,1.524140822612253,10.287522241025044 -citrus,1.0790555938505626,-10.189429759979248,128.8894215283508 +apple,1.0266660745695495,-2.67730163782835,100.40104068731671 +banana,1.0,0.0,64.10185700921284 +barley-hulled,1.0,0.0,2.5509975362103887 +buckwheat,0.5298007304368076,2.4519494500611927,5.21470280534254 +cabbage,0.9940982247731441,1.3821052366838558,234.18466199706018 +carrot,1.0009751508863163,-0.12162518501281738,124.72447773930617 +cassava,1.0,0.0,156.52930587690935 +chickpea,0.7380841411070957,3.1097654529060037,11.873146842083997 +citrus,1.071882576996098,-9.326904296875,129.751946669654 cocoa-powder,0.9075733242820169,0.4894285178525024,5.295316682662815 -coconut,1.0,0.0,6.34032663140988 -coconut-oil,1.0,0.0,0.8418856649004738 +coconut,1.0,0.0,7.4685584381240915 +coconut-oil,1.0,0.0,0.9580413502262672 coffee-green,0.8670401855759174,1.5566428339807317,11.70761888261768 -cottonseed-oil,1.0,0.0,3.0515467647910555 -cowpea,1.0,0.0,7.114182244494486 -dairy,1.2246117331091,-143.29542238643626,637.9694435501006 -dairy-buffalo,1.3121931617236198,-32.77072726066217,104.96939484431641 -dry-pea,1.0,0.0,5.485299755293454 +cottonseed-oil,1.0,0.0,3.417625502622286 +cowpea,1.0,0.0,8.023896933055994 +dairy,1.1191858501944325,-83.19951275270432,698.0653543770313 +dairy-buffalo,1.1373173584109617,-16.630459283856908,121.1096650584077 +dry-pea,1.0,0.0,6.17437933254223 eggs,1.0,0.0,82.1042355971731 -flour-white,1.0,0.0,286.239123725798 -flour-wholemeal,1.0,0.0,54.90201137149779 -foxtail-millet,1.0,0.0,3.3274160848886822 -gram,0.851845683838795,1.524140822612253,10.287522241025044 -groundnut,1.0,0.0,18.481263347034655 -groundnut-oil,1.0,0.0,2.7442013276422585 -maize,1.0,0.0,135.35636450930542 -mango,0.8877094698642342,6.339796370230033,56.458869350468376 +flour-white,1.0,0.0,275.2358510554768 +flour-wholemeal,1.0,0.0,38.87509628526459 +foxtail-millet,1.0,0.0,3.234954914529226 +gram,0.7380841411070957,3.1097654529060037,11.873146842083997 +groundnut,1.0,0.0,20.996472433620966 +groundnut-oil,1.0,0.0,3.0772409267010516 +maize,1.0,0.0,64.77057215915829 +maize-whole,1.0,0.0,20.808036830817628 +mango,0.8347045114934298,9.925017174158711,60.04408991334458 meat-cattle,0.952400557178112,2.308293342590332,48.49412526166998 meat-chicken,0.9895527158773688,0.8225271608680487,78.7311947500566 meat-pig,1.0184832063942477,-1.3977279365062714,75.62150779971125 meat-sheep,1.0872487686362589,-0.8913660735124722,10.21637425312656 -oat,1.0,0.0,1.3459041314893057 -olive-oil,1.2668818455267778,-1.0373781486414373,3.8870315311025934 -onion,0.9942682966895774,1.6232445702771656,283.2045698048314 -palm-oil,1.0,0.0,21.015993093062207 -pearl-millet,1.0,0.0,3.3274160848886822 -phaseolus-bean,1.0,0.0,19.514856620977298 -pigeon-pea,1.0,0.0,0.6056507342029818 -plantain,0.9925006851893258,0.17104906383610796,22.808625608387956 -potato,1.0,0.0,201.368981817679 -rapeseed-oil,1.0,0.0,9.829376123423572 -rendered-fat,1.0,0.0,6.7047482385273725 -rice-brown,1.0,0.0,50.360311507614824 -rice-white,1.0,0.0,368.47423265205 -rye,1.0,0.0,1.409586055518048 -sesame-oil,1.0,0.0,0.9990107708404139 -sesame-seed,1.0,0.0,2.652062442012948 -sorghum,1.0,0.0,7.308949817877874 -soy,1.0,0.0,9.501944424790508 -soybean-oil,1.0,0.0,25.274998503079587 -sugar,1.0,0.0,122.5639517629752 -sunflower-oil,1.0,0.0,11.998033070957717 -sunflower-seed,1.0,0.0,4.278090002906765 -sweet-potato,1.0,0.0,39.67487038175386 +oat,1.0,0.0,1.1316055530789981 +olive-oil,1.1983975936823603,-0.8152478244155645,4.109161856674518 +onion,0.9920594671459757,2.253802227747201,283.8351366564748 +palm-oil,1.0,0.0,23.678821763294764 +pearl-millet,1.0,0.0,3.234954914529226 +phaseolus-bean,1.0,0.0,21.57145358827256 +pigeon-pea,1.0,0.0,0.6679289132182475 +plantain,0.8963669057902882,2.6172342026384285,25.25481095201303 +potato,1.0,0.0,225.42101348366123 +rapeseed-oil,1.0,0.0,10.796110091461287 +rendered-fat,1.0,0.0,7.44342613070603 +rice-brown,1.0,0.0,35.70415660064464 +rice-white,1.0,0.0,340.82733609573916 +rye,1.0,0.0,0.809679446935661 +sesame-oil,0.8764937575317806,0.13663251387697528,1.1062802263791127 +sesame-seed,1.0,0.0,2.9894916711275528 +sorghum,1.0,0.0,11.638505917195289 +soy,1.0,0.0,11.041815498637334 +soybean-oil,1.0,0.0,27.623150501682176 +sugar,1.0,0.0,137.2949263714254 +sunflower-oil,0.9197869439768979,1.0434579381244475,13.008579773147176 +sunflower-seed,1.0,0.0,4.64019518993814 +sweet-potato,1.0,0.0,44.743217360937706 tea-dried,0.9839926829455669,0.10682958776851592,6.673797201944581 -tomato,1.0092259783163016,-1.1898891925811768,128.97160081969196 -watermelon,1.172003167677489,-9.848674774169922,57.25868254145462 -yam,0.9337791237755573,2.2958778842339598,34.67000159364443 +tomato,1.0277485168504943,-3.514272451400757,126.64721759131317 +watermelon,1.1469574064927137,-8.598334312438965,58.509023244536365 +yam,0.9337811616775489,2.295802172874801,34.669925221210406 diff --git a/data/curated/calibration/gdd-ia/food_waste.yaml b/data/curated/calibration/gdd-ia/food_waste.yaml index b86e2117..f02edbcb 100644 --- a/data/curated/calibration/gdd-ia/food_waste.yaml +++ b/data/curated/calibration/gdd-ia/food_waste.yaml @@ -9,27 +9,27 @@ # from a solved validation scenario. Do not hand-edit; rerun # `tools/calibrate food_waste` instead. fruits: - baseline_consumption_mt: 304.3055541798858 - baseline_negative_slack_mt: 101.51363178525935 + baseline_consumption_mt: 344.04602138686823 + baseline_negative_slack_mt: 68.76193224766757 baseline_positive_slack_mt: 0.0 - waste_retention_multiplier: 0.7498550209156989 + waste_retention_multiplier: 0.8334287611412076 oil: - baseline_consumption_mt: 78.5514709682393 - baseline_negative_slack_mt: 1.0906066512688994 - baseline_positive_slack_mt: 0.0 - waste_retention_multiplier: 0.986306150167512 + baseline_consumption_mt: 88.23545169174031 + baseline_negative_slack_mt: 0.7936925136018544 + baseline_positive_slack_mt: 1.2541325589445478 + waste_retention_multiplier: 1.005245684810588 starchy_vegetable: - baseline_consumption_mt: 442.3559145834927 + baseline_consumption_mt: 491.43520556430417 baseline_negative_slack_mt: 0.0 - baseline_positive_slack_mt: 2.6019802293478733 - waste_retention_multiplier: 1.0059169003983315 + baseline_positive_slack_mt: 5.182368893033754 + waste_retention_multiplier: 1.0106577658826847 stimulants: baseline_consumption_mt: 23.68795094791676 baseline_negative_slack_mt: 0.0 baseline_positive_slack_mt: 2.164119136995396 waste_retention_multiplier: 1.1005452540238354 vegetables: - baseline_consumption_mt: 624.8539440262484 - baseline_negative_slack_mt: 144.53753955755383 + baseline_consumption_mt: 717.5079036276238 + baseline_negative_slack_mt: 51.88358031725511 baseline_positive_slack_mt: 0.0 - waste_retention_multiplier: 0.8121404478194867 + waste_retention_multiplier: 0.9325654346325307 diff --git a/data/curated/calibration/gdd-ia/grassland_cost.csv b/data/curated/calibration/gdd-ia/grassland_cost.csv index c0082fab..95f55ed1 100644 --- a/data/curated/calibration/gdd-ia/grassland_cost.csv +++ b/data/curated/calibration/gdd-ia/grassland_cost.csv @@ -1,37 +1,37 @@ country,correction_bnusd_per_mha -AFG,-0.0002518995097489096 +AFG,-0.0 AGO,-0.4345769137144089 -ALB,-0.20895707607269287 +ALB,-0.16155622154474258 ARE,-0.0 ARG,-0.21808408945798874 ARM,-0.0 ATG,-0.0 -AUS,-0.11690390110015869 +AUS,-0.07189670205116272 AUT,1.2174659058672432e-09 -AZE,0.9842424392700195 +AZE,0.9162248075008392 BDI,-1.1082043727128621e-08 BEL,0.08367127552628517 -BEN,3.3434815406799316 -BFA,1.5375214219093323 +BEN,3.0643407106399536 +BFA,1.408345341682434 BGD,-0.0 -BGR,-0.3087073564529419 +BGR,-0.2658487558364868 BHS,-0.0316774295642972 -BIH,-0.4457664042711258 -BLR,-0.019591745920479298 +BIH,-0.4313219487667084 +BLR,0.010591222904622555 BLZ,-0.7379351556301117 BOL,-0.5958932638168335 BRA,-0.3751921057701111 -BRB,0.9515631198883057 +BRB,0.8664121925830841 BRN,7.141561985015869 -BTN,-0.2860439717769623 +BTN,-0.28385645151138306 BWA,-0.0 CAF,-0.4648502320051193 -CAN,-0.21693821251392365 -CHE,-0.11954900994896889 +CAN,-0.2188480719923973 +CHE,-0.0 CHL,-0.0009876639232970774 -CHN,-1.4773446466165296e-08 -CIV,-0.4997792989015579 -CMR,4.572341203689575 +CHN,4.4359862449994125e-09 +CIV,-0.5139444768428802 +CMR,4.206778287887573 COD,-0.8133789598941803 COG,-0.8903338015079498 COL,-0.7695494294166565 @@ -39,8 +39,8 @@ COM,7.03753166853005e-10 CPV,-0.0 CRI,-0.5568442642688751 CUB,-0.1725609302520752 -CYP,0.31014789640903473 -CZE,-0.2703308165073395 +CYP,0.2901802659034729 +CZE,-0.2419496849179268 DEU,-0.3941321074962616 DJI,-0.0 DNK,1.7655537724494934 @@ -48,67 +48,67 @@ DOM,-9.206058138033768e-09 DZA,-0.0 ECU,-0.10834560729563236 EGY,-0.0 -ERI,-5.40463007681069e-09 -ESP,-0.044432083144783974 +ERI,-0.036436695605516434 +ESP,-0.0 EST,-0.25669121742248535 ETH,-1.3543125509940523e-09 -FIN,1.7167028188705444 -FJI,-0.8518642485141754 +FIN,1.60249662399292 +FJI,-0.8145651519298553 FRA,-2.7449107875554546e-08 -GAB,-0.8158496618270874 -GBR,-0.04809712804853916 +GAB,-0.8152421414852142 +GBR,-0.0 GEO,-0.2082834094762802 GHA,-2.9578572480204457e-08 GIN,-0.16346535086631775 -GMB,1.2533257603645325 -GNB,1.1492018103599548 +GMB,1.1494979858398438 +GNB,1.0539621114730835 GNQ,-0.5248542279005051 -GRC,-0.0983348861336708 -GRD,0.6877356171607971 +GRC,-0.09379514306783676 +GRD,0.6201870441436768 GTM,1.0484134893573582e-08 GUF,-1.0722496509552002 GUY,-1.106971263885498 HND,-0.6534972786903381 -HRV,-0.18737270683050156 +HRV,-0.06190457381308079 HTI,5.54345191972061e-09 HUN,-0.4170793741941452 IDN,-0.5775293707847595 -IND,1.91958349943161 -IRL,-2.0363737363027212e-08 +IND,1.702402114868164 +IRL,-0.0 IRN,-0.0 IRQ,-0.0 -ISL,-0.08585232496261597 -ISR,0.7179081439971924 +ISL,-0.07598408311605453 +ISR,0.671514630317688 ITA,0.04259064048528671 -JAM,3.8619683980941772 +JAM,3.5118263959884644 JOR,-0.0 JPN,-0.4974181354045868 -KAZ,-1.7263098728292903e-09 -KEN,-0.17468049377202988 +KAZ,1.57520045618309e-10 +KEN,-0.16812094300985336 KGZ,-0.0 -KHM,-0.4334357678890228 +KHM,-0.35812681913375854 KOR,-1.3437390089521273e-09 LAO,2.91002910657312e-09 -LBN,0.524543821811676 +LBN,0.49065376818180084 LBR,-0.7553918659687042 LBY,-0.0 LKA,-0.19719894230365753 LSO,-0.443109393119812 -LTU,-0.05371060222387314 -LUX,0.037571508437395096 +LTU,1.0886833101686477e-10 +LUX,0.061516094487160444 LVA,-0.3037813901901245 MAR,-0.0 MDA,-0.36603914201259613 MDG,-0.6942926049232483 MEX,-0.08276043459773064 -MKD,-0.2818893939256668 +MKD,-0.23444095999002457 MLI,1.2537319515892875e-09 MLT,-0.0 MMR,8.1712165922454e-09 -MNE,-0.2836945503950119 -MNG,-0.06247838772833347 +MNE,-0.18078084290027618 +MNG,-0.04568313993513584 MOZ,-0.5657002627849579 -MRT,-3.3330131710140876e-10 +MRT,-3.5724184721530605e-10 MUS,-3.315589225394433e-08 MWI,-0.19057554006576538 MYS,2.3094663959000172e-08 @@ -117,7 +117,7 @@ NER,-0.0 NGA,-0.19652122259140015 NIC,-0.5845303535461426 NLD,0.7907610237598419 -NOR,0.5854896306991577 +NOR,0.5465956330299377 NPL,-0.0 NZL,-0.0 OMN,-0.0 @@ -128,48 +128,48 @@ PHL,-0.12064796686172485 PNG,-0.7848113179206848 POL,0.019568821415305138 PRI,-2.7517170764213006e-09 -PRT,-0.09743807837367058 +PRT,-0.09565510042011738 PRY,-0.536945641040802 -PSE,0.7093142569065094 +PSE,0.659267783164978 ROU,-0.4245498776435852 -RUS,-1.064132693073816e-08 +RUS,-1.0376933090583407e-08 RWA,2.7728375151525597e-08 SAU,-0.0 -SDN,-0.07209280133247375 -SEN,0.3868510276079178 -SLB,-0.06834621354937553 +SDN,-0.048175884410738945 +SEN,0.35477225482463837 +SLB,-1.4547326898650681e-08 SLE,-0.41614776849746704 -SLV,3.70309579372406 +SLV,3.3692214488983154 SOM,-4.7665072999691915e-09 SRB,-0.29573993384838104 -SSD,-0.3232929855585098 -STP,0.63315150141716 +SSD,-0.3176824450492859 +STP,0.5826865136623383 SUR,6.86613392829895 SVK,-0.4092821776866913 -SVN,-0.23911219835281372 -SWE,1.7724632024765015 -SWZ,2.2704852220556404e-08 -SYR,0.14306625723838806 +SVN,-0.04422223940491676 +SWE,1.6543604731559753 +SWZ,-1.973749874650821e-08 +SYR,0.13381114602088928 TCD,-0.0883248969912529 TGO,-0.3382970243692398 THA,-2.5447631557540262e-08 -TJK,0.39508867263793945 +TJK,0.3576388657093048 TKM,-0.0 TLS,-0.22272039204835892 -TTO,-1.403013705214562e-09 -TUN,0.3739815652370453 -TUR,1.1239208579063416 -TWN,-0.3147922307252884 +TTO,-2.3513318403445282e-08 +TUN,0.34285783767700195 +TUR,1.0842138528823853 +TWN,-0.24641626328229904 TZA,-0.06884757429361343 UGA,-0.7039666175842285 -UKR,-0.02324177697300911 +UKR,-0.026072262786328793 URY,-0.17097113281488419 -USA,-0.4052763879299164 -UZB,-0.0 +USA,-0.4118834286928177 +UZB,0.0066771432757377625 VEN,-0.26539246737957 -VNM,6.096648454666138 +VNM,5.654500484466553 VUT,-0.17226548492908478 YEM,2.695993539525432e-09 ZAF,-0.0033502724254503846 ZMB,-0.3225127309560776 -ZWE,1.0959289073944092 +ZWE,1.0086238384246826 diff --git a/data/curated/calibration/gdd-ia/provenance.yaml b/data/curated/calibration/gdd-ia/provenance.yaml index 7cdfbbae..787abf73 100644 --- a/data/curated/calibration/gdd-ia/provenance.yaml +++ b/data/curated/calibration/gdd-ia/provenance.yaml @@ -3,9 +3,9 @@ # workflow/scripts/write_calibration_provenance.py via # tools/calibrate; do not edit by hand. # Licensing: see the annotation in REUSE.toml. -base_config: config/default.yaml -generated_at: '2026-07-02T17:34:56+00:00' -git_commit: 4779577ccbbee7ef1d77fad71c517dd53faa8d01 +base_config: config/central.yaml +generated_at: '2026-07-02T21:56:54+00:00' +git_commit: 08a68eccbce283e7a4b01940e002fd266f000cef source: gdd-ia structural_config: aggregation.irrigated_area_source: current @@ -363,6 +363,7 @@ structural_config: - buckwheat - foxtail-millet - maize + - maize-whole - oat - pearl-millet - rye diff --git a/data/curated/faostat_food_item_map.csv b/data/curated/faostat_food_item_map.csv index 7667a699..4567006e 100644 --- a/data/curated/faostat_food_item_map.csv +++ b/data/curated/faostat_food_item_map.csv @@ -22,6 +22,7 @@ flour-wholemeal,Wheat and products,2511 rice-white,Rice and products,2807 rice-brown,Rice and products,2807 maize,Maize and products,2514 +maize-whole,Maize and products,2514 sorghum,Sorghum and products,2518 buckwheat,Cereals other,2520 foxtail-millet,Millet and products,2517 diff --git a/data/curated/food_basis.csv b/data/curated/food_basis.csv index f8b7756a..c7ad6259 100644 --- a/data/curated/food_basis.csv +++ b/data/curated/food_basis.csv @@ -28,6 +28,7 @@ flour-wholemeal,dry rice-white,dry rice-brown,dry maize,dry +maize-whole,dry sorghum,dry buckwheat,dry foxtail-millet,dry diff --git a/data/curated/food_groups.csv b/data/curated/food_groups.csv index afcc4604..1ab42189 100644 --- a/data/curated/food_groups.csv +++ b/data/curated/food_groups.csv @@ -4,6 +4,7 @@ flour-wholemeal,whole_grains rice-white,grain rice-brown,whole_grains maize,grain +maize-whole,whole_grains sorghum,whole_grains buckwheat,whole_grains foxtail-millet,whole_grains diff --git a/data/curated/foods.csv b/data/curated/foods.csv index 7abcbcd1..c3b49412 100644 --- a/data/curated/foods.csv +++ b/data/curated/foods.csv @@ -70,6 +70,7 @@ sorghum_grain,sorghum,sorghum,1.0,No processing, foxtail_millet_grain,foxtail-millet,foxtail-millet,1.0,No processing, pearl_millet_grain,pearl-millet,pearl-millet,1.0,No processing, maize_grain,maize,maize,1.0,No processing, +maize_whole,maize,maize-whole,1.0,No processing, soybean_whole,soybean,soy,1.0,No processing, soybean_oil,soybean,soybean-oil,0.18,Oil extraction from soybeans (FAO SUA 2024 sheet 03),FAO_SUA_NCT_2024 soybean_oil,soybean,oilseed-meal,0.78,Oilcake byproduct from soybean oil extraction (FAO SUA 2024 sheet 03),FAO_SUA_NCT_2024 diff --git a/data/curated/nutrition.csv b/data/curated/nutrition.csv index ee82324d..7d5f170f 100644 --- a/data/curated/nutrition.csv +++ b/data/curated/nutrition.csv @@ -103,6 +103,10 @@ maize,cal,kcal/100g,364.96 maize,carb,g/100g,74.26 maize,fat,g/100g,4.74 maize,protein,g/100g,9.42 +maize-whole,cal,kcal/100g,362.1 +maize-whole,carb,g/100g,76.89 +maize-whole,fat,g/100g,3.59 +maize-whole,protein,g/100g,8.12 mango,cal,kcal/100g,59.75 mango,carb,g/100g,14.98 mango,fat,g/100g,0.38 diff --git a/data/curated/usda_food_mapping.csv b/data/curated/usda_food_mapping.csv index 81759cf9..14a5522b 100644 --- a/data/curated/usda_food_mapping.csv +++ b/data/curated/usda_food_mapping.csv @@ -11,6 +11,7 @@ flour-wholemeal,168944,"Wheat flour, whole-grain, soft wheat",Whole wheat flour rice-white,168877,"Rice, white, long-grain, regular, raw, enriched",White rice raw enriched rice-brown,169703,"Rice, brown, long-grain, raw",Brown rice raw maize,170288,"Corn grain, yellow",Yellow corn grain +maize-whole,169697,"Cornmeal, whole-grain, yellow",Whole-grain cornmeal sorghum,169716,Sorghum grain,Whole grain sorghum buckwheat,170286,Buckwheat,Buckwheat groats (raw) foxtail-millet,169702,"Millet, raw",Raw millet grain diff --git a/docs/current_diets.rst b/docs/current_diets.rst index 0f8fc7f2..9dbc2a34 100644 --- a/docs/current_diets.rst +++ b/docs/current_diets.rst @@ -166,13 +166,14 @@ the within-group shares (each item counted once per group), with a few special cases (see ``workflow/scripts/diet/fbs_intake.py`` for the full rules): -* **Wheat and rice** (FBS 2511, 2807) are the only items whose foods - span two groups: FBS does not distinguish whole-grain from refined - milling, so ``diet.fbs.whole_grain_shares`` sets the fraction of each - item's energy consumed as the whole-grain food (``flour-wholemeal``, - ``rice-brown``); the remainder goes to the refined counterpart. The - defaults are chosen so the FBS-derived global whole-grain intake - matches the survey-based (GDD-IA) estimate. +* **Wheat, rice and maize** (FBS 2511, 2807, 2514) are the only items + whose foods span two groups: FBS does not distinguish whole-grain + from refined consumption, so ``diet.fbs.whole_grain_shares`` sets the + fraction of each item's energy consumed as the whole-grain food + (``flour-wholemeal``, ``rice-brown``, ``maize-whole``); the remainder + goes to the refined counterpart. The defaults come from a + population-weighted least-squares fit of the FBS-derived per-country + whole-grain intake to the GBD whole-grain exposure estimate. * **Dairy** folds butter and cream energy into the milk item at cow-milk density (strict milk-equivalent mass, matching GDD-IA). * **Oil** uses the FBS "Vegetable Oils" aggregate (2914) so unmodelled @@ -316,9 +317,13 @@ covers every food group the model uses (``fruits``, ``vegetables``, Categories that are out of scope for the model (alcohol, seafood, spices, rendered animal fats, miscellaneous "other") are excluded from food-group totals but their energy is tracked separately for the -kcal-normalisation step described below. Refined and whole-grain mass -are tracked separately so cereals can be split between the model's -``grain`` and ``whole_grains`` groups; plantain is routed to +kcal-normalisation step described below. Cereals keep GDD-IA's total +energy but not its whole/processed split (which counts decorticated +millet and sorghum as processed, unlike the model's food taxonomy): +the total cereal kcal is re-split between ``grain`` and +``whole_grains`` by the country's FBS cereal composition, using the +same item attribution and ``diet.fbs.whole_grain_shares`` as the FBS +diet source. Plantain is routed to ``starchy_vegetable``; and all red-meat subcategories (including processed) are folded into ``red_meat`` so the consumption side stays consistent with FAOSTAT slaughter-volume animal production. diff --git a/tests/test_fbs_dietary_intake.py b/tests/test_fbs_dietary_intake.py index 6b544050..e12b4584 100644 --- a/tests/test_fbs_dietary_intake.py +++ b/tests/test_fbs_dietary_intake.py @@ -10,9 +10,11 @@ from workflow.scripts.diet.fbs_intake import ( DAIRY_ITEM_CODES, OIL_GROUP_ITEM_CODE, + build_cereal_energy_shares, build_fbs_group_intake, build_item_attribution, ) +from workflow.scripts.prepare_gdd_ia_dietary_intake import split_cereal_energy # --------------------------------------------------------------------------- # Fixtures @@ -28,6 +30,8 @@ def food_groups_df(): "flour-wholemeal", "rice-white", "rice-brown", + "maize", + "maize-whole", "foxtail-millet", "pearl-millet", "dairy", @@ -47,6 +51,8 @@ def food_groups_df(): "whole_grains", "grain", "whole_grains", + "grain", + "whole_grains", "whole_grains", "whole_grains", "dairy", @@ -74,6 +80,8 @@ def food_item_map_df(): "flour-wholemeal", "rice-white", "rice-brown", + "maize", + "maize-whole", "foxtail-millet", "pearl-millet", "dairy", @@ -91,6 +99,8 @@ def food_item_map_df(): 2511, 2807, 2807, + 2514, + 2514, 2517, 2517, 2848, @@ -116,6 +126,8 @@ def nutrition_df(food_groups_df): "flour-wholemeal": 332.5, "rice-white": 365.0, "rice-brown": 366.6, + "maize": 365.0, + "maize-whole": 362.1, "foxtail-millet": 378.1, "pearl-millet": 378.1, "dairy": 60.7, @@ -158,7 +170,11 @@ def nutrition_df(food_groups_df): "stimulants", ] -WHOLE_GRAIN_SHARES = {"flour-wholemeal": 0.2, "rice-brown": 0.1} +WHOLE_GRAIN_SHARES = { + "flour-wholemeal": 0.2, + "rice-brown": 0.1, + "maize-whole": 0.8, +} def _kcal_supply(cells: dict[int, float], country: str = "AAA") -> pd.DataFrame: @@ -247,6 +263,15 @@ def test_wheat_split_between_groups( assert totals["whole_grains"] == pytest.approx(0.2 * 364.0 / 3.325) assert totals["grain"] == pytest.approx(0.8 * 364.0 / 3.64) + def test_maize_split_between_groups( + self, food_item_map_df, food_groups_df, nutrition_df + ): + # Maize 2514: 365 kcal/d; 80% to maize-whole (3.621 kcal/g), + # 20% to maize (3.65 kcal/g). + totals = _intake({2514: 365.0}, food_item_map_df, food_groups_df, nutrition_df) + assert totals["whole_grains"] == pytest.approx(0.8 * 365.0 / 3.621) + assert totals["grain"] == pytest.approx(0.2 * 365.0 / 3.65) + def test_missing_share_raises(self, food_item_map_df, food_groups_df, nutrition_df): with pytest.raises(ValueError, match="whole_grain_shares"): _intake( @@ -319,6 +344,56 @@ def test_mapped_pool_item_attributed_via_mapping( assert "fruits" not in totals.index +class TestCerealEnergyShares: + def test_energy_split_by_shares( + self, food_item_map_df, food_groups_df, nutrition_df + ): + # Wheat 100 kcal (20% whole), maize 200 kcal (80% whole), + # millet 50 kcal (always whole). + result = build_cereal_energy_shares( + kcal_supply=_kcal_supply({2511: 100.0, 2514: 200.0, 2517: 50.0}), + food_item_map=food_item_map_df, + food_groups=food_groups_df, + nutrition=nutrition_df, + countries=["AAA"], + byproducts=[], + whole_grain_shares=WHOLE_GRAIN_SHARES, + ) + row = result.set_index("country").loc["AAA"] + assert row["kcal_whole_grains"] == pytest.approx( + 0.2 * 100.0 + 0.8 * 200.0 + 50.0 + ) + assert row["kcal_grain"] == pytest.approx(0.8 * 100.0 + 0.2 * 200.0) + + def test_zero_supply_country_emits_zeros( + self, food_item_map_df, food_groups_df, nutrition_df + ): + result = build_cereal_energy_shares( + kcal_supply=_kcal_supply({2511: 100.0}), + food_item_map=food_item_map_df, + food_groups=food_groups_df, + nutrition=nutrition_df, + countries=["AAA", "BBB"], + byproducts=[], + whole_grain_shares=WHOLE_GRAIN_SHARES, + ) + row = result.set_index("country").loc["BBB"] + assert row["kcal_whole_grains"] == 0.0 + assert row["kcal_grain"] == 0.0 + + +class TestSplitCerealEnergy: + def test_energy_conserved_and_masses_at_density(self): + kcal_whole, kcal_grain, g_whole, g_grain = split_cereal_energy( + e_total=1000.0, f_whole=0.3, k_whole=3.5, k_grain=3.6 + ) + assert kcal_whole == pytest.approx(300.0) + assert kcal_grain == pytest.approx(700.0) + assert kcal_whole + kcal_grain == pytest.approx(1000.0) + assert g_whole == pytest.approx(300.0 / 3.5) + assert g_grain == pytest.approx(700.0 / 3.6) + + class TestValidation: def test_missing_waste_fraction_raises( self, food_item_map_df, food_groups_df, nutrition_df diff --git a/workflow/rules/diet.smk b/workflow/rules/diet.smk index 0fe2550c..5fe06a07 100644 --- a/workflow/rules/diet.smk +++ b/workflow/rules/diet.smk @@ -16,26 +16,31 @@ rule prepare_gdd_ia_dietary_intake: Reads the parallel grams and kcal CSVs, maps prim/prcd categories to GLADE food groups (butter+cream folded into dairy as milk-equivalent; fat_ani, fruits_starch, seafood, alcohol etc. left - out-of-scope), derives mass in model basis from energy - (``g_model = kcal_ia / kcal_per_g_model_basis``), and applies a - cooked-to-raw inflation for red_meat. Emits: + out-of-scope), re-splits GDD's total cereal energy by the country's + FBS whole/refined cereal composition, derives mass in model basis + from energy (``g_model = kcal_ia / kcal_per_g_model_basis``), and + applies a cooked-to-raw inflation for red_meat. Emits: - gdd_ia_dietary_intake.csv: per-(country, group) intake (g/d) - gdd_ia_kcal_target.csv: per-country all-fg / OOS / target - kcal/d for the anchor-aware normalisation in - ``estimate_baseline_diet``. + kcal/d plus the FBS-aligned cereal kcal split for the + anchor-aware normalisation in ``estimate_baseline_diet``. """ input: grams=f"data/manually_downloaded/GDD-IA-intake_grams_{config['baseline_year']}.csv", kcal=f"data/manually_downloaded/GDD-IA-intake_kcals_{config['baseline_year']}.csv", food_groups="data/curated/food_groups.csv", nutrition="data/curated/nutrition.csv", + fbs_items_kcal="/{name}/faostat_fbs_items_kcal.csv", + food_item_map="data/curated/faostat_food_item_map.csv", params: countries=config["countries"], food_groups=config["food_groups"]["included"], reference_year=config["baseline_year"], cooked_to_raw=config["diet"]["gdd_ia"]["cooked_to_raw"], country_proxies=config["diet"]["gdd_ia"].get("country_proxies", {}), + byproducts=config["byproducts"], + whole_grain_shares=config["diet"]["fbs"]["whole_grain_shares"], output: diet="/{name}/gdd_ia_dietary_intake.csv", kcal_target="/{name}/gdd_ia_kcal_target.csv", diff --git a/workflow/scripts/diet/fbs_intake.py b/workflow/scripts/diet/fbs_intake.py index afac55b1..29dad8c7 100644 --- a/workflow/scripts/diet/fbs_intake.py +++ b/workflow/scripts/diet/fbs_intake.py @@ -123,6 +123,13 @@ GRAIN_GROUP = "grain" +def kcal_per_g_by_food(nutrition: pd.DataFrame) -> dict[str, float]: + """Model-basis energy density (kcal/g) per food from nutrition.csv rows.""" + return ( + nutrition[nutrition["nutrient"] == "cal"].set_index("food")["value"] / 100.0 + ).to_dict() + + def _mean_density(foods: list[str], kcal_per_g_food: dict[str, float]) -> float: """Mean model-basis kcal/g over *foods*; fails on missing entries.""" missing = [f for f in foods if f not in kcal_per_g_food] @@ -270,6 +277,55 @@ def participates(food: str) -> bool: return attribution +def build_cereal_energy_shares( + kcal_supply: pd.DataFrame, + food_item_map: pd.DataFrame, + food_groups: pd.DataFrame, + nutrition: pd.DataFrame, + countries: list[str], + byproducts: list[str], + whole_grain_shares: dict[str, float], +) -> pd.DataFrame: + """Per-country FBS food-energy supply of the two cereal groups. + + Runs the item attribution restricted to the ``grain`` and + ``whole_grains`` groups (so the wheat/rice/maize whole-grain split + applies) and sums each group's kcal supply per country. Used by the + GDD-IA pipeline to re-split GDD's total cereal energy by the + country's FBS cereal composition. + + Returns a DataFrame with columns ``country``, ``kcal_whole_grains``, + ``kcal_grain`` (kcal/capita/day, supply basis, no waste deduction). + """ + attribution = build_item_attribution( + food_item_map, + food_groups, + kcal_per_g_by_food(nutrition), + [GRAIN_GROUP, WHOLE_GRAINS_GROUP], + byproducts, + whole_grain_shares, + ) + kcal_lookup = kcal_supply.set_index(["country", "item_code"])[ + "kcal_per_capita_day" + ].to_dict() + + rows = [] + for country in countries: + totals = {WHOLE_GRAINS_GROUP: 0.0, GRAIN_GROUP: 0.0} + for code, group, share, _ in attribution: + kcal = float(kcal_lookup.get((country, code), 0.0)) + if kcal > 0.0: + totals[group] += kcal * share + rows.append( + { + "country": country, + "kcal_whole_grains": totals[WHOLE_GRAINS_GROUP], + "kcal_grain": totals[GRAIN_GROUP], + } + ) + return pd.DataFrame(rows) + + def build_fbs_group_intake( kcal_supply: pd.DataFrame, food_item_map: pd.DataFrame, @@ -290,9 +346,7 @@ def build_fbs_group_intake( Returns a DataFrame with columns ``country``, ``food_group``, ``value`` (g/day per capita, consumer-eaten intake in model basis). """ - kcal_per_g_food = ( - nutrition[nutrition["nutrient"] == "cal"].set_index("food")["value"] / 100.0 - ).to_dict() + kcal_per_g_food = kcal_per_g_by_food(nutrition) attribution = build_item_attribution( food_item_map, food_groups, diff --git a/workflow/scripts/prepare_gdd_ia_dietary_intake.py b/workflow/scripts/prepare_gdd_ia_dietary_intake.py index 097cde3c..1f8dc3d2 100644 --- a/workflow/scripts/prepare_gdd_ia_dietary_intake.py +++ b/workflow/scripts/prepare_gdd_ia_dietary_intake.py @@ -6,10 +6,16 @@ """Process Global Dietary Database — Integrated Assessment (GDD-IA) dataset. GDD-IA ships two parallel CSVs (one in grams/day, one in kcal/day) at -country level. Most groups (cereals, vegetables, fruits, nuts/seeds, -oil, sugar, legumes, poultry, eggs) ship in mass that's already close -to model basis; we pass IA's reported grams through. Two groups need -basis adjustment: +country level. Most groups (vegetables, fruits, nuts/seeds, oil, sugar, +legumes, poultry, eggs) ship in mass that's already close to model +basis; we pass IA's reported grams through. Cereals keep GDD's total +energy but not its whole/processed split: GDD counts decorticated +coarse grains (millet, sorghum) as processed, colliding with the model +taxonomy where they are whole_grains foods, so the total cereal kcal is +re-split by the country's FBS cereal composition (via +``diet.fbs_intake.build_cereal_energy_shares``) and masses are derived +at model-basis group densities. Two further groups need basis +adjustment: - ``red_meat``: IA implied kcal/g ≈ 2.4 (cooked); model uses raw retail (~2.15 kcal/g). Apply cooked-to-raw factor 1/0.7 ≈ 1.43. @@ -34,9 +40,10 @@ The output mirrors the schema of the legacy ``gdd_dietary_intake.csv`` (unit, item, country, age, year, value), plus a companion ``gdd_ia_kcal_target.csv`` that carries the per-country ``all-fg`` -total kcal, the out-of-scope subtotal, and the IA cereal kcal split -(whole_grains, prc_grains) — all consumed by ``estimate_baseline_diet`` -for the anchor-aware kcal normalisation step. +total kcal, the out-of-scope subtotal, and the FBS-aligned cereal kcal +split (whole_grains, grain) — all consumed by +``estimate_baseline_diet`` for the anchor-aware kcal normalisation +step. Output rows are emitted at age = "All ages" only. GDD-IA stratifies age 0-9/10-19/20-39/40-64/65+ which doesn't match the existing @@ -45,9 +52,11 @@ Input: - GDD-IA grams CSV (data/manually_downloaded/GDD-IA-intake_grams_{year}.csv) - GDD-IA kcal CSV (data/manually_downloaded/GDD-IA-intake_kcals_{year}.csv) - - baseline_diet CSV (for per-(country, group) kcal density in model basis) - - nutrition CSV (for global per-group fallback density) + - nutrition CSV (for global per-group density in model basis) - food_groups CSV (food → group) + - FBS items kcal CSV (per-(country, item) energy supply, for the + cereal composition) + - faostat_food_item_map CSV (food → FBS item code) Output: - gdd_ia_dietary_intake.csv: unit,item,country,age,year,value @@ -59,6 +68,7 @@ import pandas as pd +from workflow.scripts.diet.fbs_intake import build_cereal_energy_shares from workflow.scripts.logging_config import setup_script_logging logger = logging.getLogger("prepare_gdd_ia_dietary_intake") @@ -96,12 +106,18 @@ "fat_ani": "animal_fat", # rendered animal fat (lard/tallow) } -# `prcd` rows providing the whole/refined cereal split. +# `prcd` rows providing GDD-IA's total cereal energy. Only the total is +# kept: GDD's own whole/processed split counts decorticated coarse +# grains (millet, sorghum) as processed, colliding with the model's food +# taxonomy where they are whole_grains foods. The total is re-split by +# the country's FBS cereal composition (see _align_cereals_to_fbs). PRCD_TO_GLADE_GROUP: dict[str, str] = { "whole_grains": "whole_grains", "prc_grains": "grain", } +CEREAL_GROUPS = ("whole_grains", "grain") + # Categories whose kcal is added to the `dairy` group at cow-milk # density. butter and cream are reported as separate prim categories # in GDD-IA (not inside `prim:milk`, which already includes fluid @@ -262,6 +278,88 @@ def _derive_mass( return out +def split_cereal_energy( + e_total: float, f_whole: float, k_whole: float, k_grain: float +) -> tuple[float, float, float, float]: + """Split a country's total cereal energy by the FBS whole-grain fraction. + + Returns ``(kcal_whole, kcal_grain, g_whole, g_grain)`` where masses + are derived at the model-basis group densities (kcal/g). Energy is + conserved: ``kcal_whole + kcal_grain == e_total``. + """ + kcal_whole = f_whole * e_total + kcal_grain = e_total - kcal_whole + return kcal_whole, kcal_grain, kcal_whole / k_whole, kcal_grain / k_grain + + +def _align_cereals_to_fbs( + df: pd.DataFrame, + fbs_cereal: pd.DataFrame, + density: dict[str, float], + required_countries: set[str], +) -> tuple[pd.DataFrame, dict[str, tuple[float, float]]]: + """Re-split each country's GDD cereal energy by its FBS composition. + + GDD-IA's total cereal energy (whole_grains + grain kcal) is kept; + its whole/processed split is replaced by the country's FBS cereal + composition (``fbs_cereal`` from + :func:`workflow.scripts.diet.fbs_intake.build_cereal_energy_shares`). + Masses are re-derived from the aligned kcal at model-basis group + densities. Countries absent from ``fbs_cereal`` (GDD rows outside + the configured country set) keep GDD's own split. + + Returns the updated intake DataFrame and a per-country mapping + ``country -> (kcal_whole_grains, kcal_grain)`` of the aligned split, + used to override the kcal-target columns. + """ + fbs = fbs_cereal.set_index("country") + cereal_mask = df["group"].isin(CEREAL_GROUPS) + e_total = df.loc[cereal_mask].groupby("country")["kcal"].sum() + + k_whole = density["whole_grains"] + k_grain = density["grain"] + aligned: dict[str, tuple[float, float]] = {} + new_rows = [] + for country, e in e_total.items(): + if country not in fbs.index: + continue + fbs_total = float(fbs.at[country, "kcal_whole_grains"]) + float( + fbs.at[country, "kcal_grain"] + ) + if fbs_total <= 0.0: + if country in required_countries: + raise ValueError( + f"FBS reports no cereal energy supply for {country}; " + "cannot derive the whole-grain fraction for the GDD-IA " + "cereal alignment." + ) + continue + f_whole = float(fbs.at[country, "kcal_whole_grains"]) / fbs_total + kcal_whole, kcal_grain, g_whole, g_grain = split_cereal_energy( + float(e), f_whole, k_whole, k_grain + ) + aligned[country] = (kcal_whole, kcal_grain) + new_rows.append( + { + "country": country, + "group": "whole_grains", + "kcal": kcal_whole, + "value": g_whole, + } + ) + new_rows.append( + {"country": country, "group": "grain", "kcal": kcal_grain, "value": g_grain} + ) + + drop_mask = cereal_mask & df["country"].isin(aligned) + out = pd.concat([df.loc[~drop_mask], pd.DataFrame(new_rows)], ignore_index=True) + logger.info( + "Aligned cereal whole/refined split to FBS composition for %d countries", + len(aligned), + ) + return out, aligned + + def _fold_butter_cream_into_dairy( df: pd.DataFrame, kcal_ia_full: pd.DataFrame ) -> pd.DataFrame: @@ -331,6 +429,8 @@ def main() -> None: kcal_path = Path(snakemake.input["kcal"]) food_groups_path = Path(snakemake.input["food_groups"]) nutrition_path = Path(snakemake.input["nutrition"]) + fbs_items_kcal_path = Path(snakemake.input["fbs_items_kcal"]) + food_item_map_path = Path(snakemake.input["food_item_map"]) out_diet_path = Path(snakemake.output["diet"]) out_kcal_path = Path(snakemake.output["kcal_target"]) @@ -341,6 +441,11 @@ def main() -> None: cooked_to_raw = { str(k): float(v) for k, v in dict(snakemake.params["cooked_to_raw"]).items() } + byproducts = list(snakemake.params["byproducts"]) + whole_grain_shares = { + str(k): float(v) + for k, v in dict(snakemake.params["whole_grain_shares"]).items() + } extra_proxies = dict(snakemake.params.get("country_proxies", {}) or {}) proxies = {**COUNTRY_PROXIES, **extra_proxies} @@ -363,7 +468,7 @@ def main() -> None: # --- Restrict groups to those configured in food_groups.included --- df = df[df["group"].isin(food_groups_included)].copy() - # --- Per-group density (sanity log only; not used for mass derivation) --- + # --- Per-group density (used for the aligned cereal mass derivation) --- food_groups_df = pd.read_csv(food_groups_path) nutrition_df = pd.read_csv(nutrition_path) density = _build_kcal_density(food_groups_df, nutrition_df) @@ -372,6 +477,20 @@ def main() -> None: # --- Mass = IA's reported g/d, with cooked-to-raw inflation for meat --- df = _derive_mass(df, cooked_to_raw) + # --- Re-split cereal energy by the FBS whole/refined composition --- + fbs_cereal = build_cereal_energy_shares( + pd.read_csv(fbs_items_kcal_path), + pd.read_csv(food_item_map_path, comment="#"), + food_groups_df, + nutrition_df, + sorted(required_countries), + byproducts, + whole_grain_shares, + ) + df, aligned_cereal = _align_cereals_to_fbs( + df, fbs_cereal, density, required_countries + ) + # --- Apply country proxies --- df = _apply_proxies(df, required_countries, proxies) @@ -392,10 +511,11 @@ def main() -> None: targets["kcal_target_modelled"] = targets["kcal_all_fg"] - targets["kcal_oos"] targets = targets[~targets["country"].isin(REGION_AGGREGATES)] - # Carry IA whole_grain and refined-grain kcal per country so the - # cereal residual fix in estimate_baseline_diet has IA's own - # cereal-kcal accounting (it's basis-aware in a way that the - # nutrition.csv per-group average isn't). + # Carry per-country whole_grain and refined-grain kcal so the cereal + # residual fix in estimate_baseline_diet sees the same cereal-kcal + # accounting as the intake rows. IA's own split is the fallback for + # countries outside the FBS alignment; aligned countries are + # overridden below. prcd_whole = kcal[ (kcal["type"] == "prcd") & (kcal["food_group"] == "whole_grains") ][["region", "value"]].rename( @@ -409,6 +529,18 @@ def main() -> None: targets["kcal_whole_grains"] = targets["kcal_whole_grains"].fillna(0.0) targets["kcal_grain"] = targets["kcal_grain"].fillna(0.0) + # Override with the FBS-aligned cereal split (total energy unchanged). + targets["kcal_whole_grains"] = ( + targets["country"] + .map({c: v[0] for c, v in aligned_cereal.items()}) + .fillna(targets["kcal_whole_grains"]) + ) + targets["kcal_grain"] = ( + targets["country"] + .map({c: v[1] for c, v in aligned_cereal.items()}) + .fillna(targets["kcal_grain"]) + ) + # Apply proxy filling to kcal targets too. have = set(targets["country"].unique()) missing = required_countries - have