From e7af846dcce9cd060b2d436af53a9bda06c1d2ab Mon Sep 17 00:00:00 2001 From: Dave Walker Date: Sat, 23 May 2026 20:16:23 +0100 Subject: [PATCH] Added Thrupp Lake bird species analysis --- .../black_headed_gull_classification.json | 105 +++++++++ .../resident/black_headed_gull_consensus.json | 42 ++++ .../resident/black_headed_gull_observed.csv | 13 ++ .../resident/black_headed_gull_parameters.csv | 201 ++++++++++++++++++ .../resident/black_headed_gull_simulated.csv | 123 +++++++++++ .../resident/black_headed_gull_simulated.png | Bin 0 -> 33218 bytes .../black_headed_gull_synthesised.csv | 13 ++ .../black_headed_gull_synthesised.png | Bin 0 -> 87371 bytes .../resident/canada_goose_classification.json | 105 +++++++++ .../resident/canada_goose_consensus.json | 42 ++++ .../resident/canada_goose_observed.csv | 13 ++ .../resident/canada_goose_parameters.csv | 201 ++++++++++++++++++ .../resident/canada_goose_simulated.csv | 123 +++++++++++ .../resident/canada_goose_simulated.png | Bin 0 -> 34088 bytes .../resident/canada_goose_synthesised.csv | 13 ++ .../resident/canada_goose_synthesised.png | Bin 0 -> 78650 bytes .../resident/coot_classification.json | 105 +++++++++ .../resident/coot_consensus.json | 42 ++++ .../resident/coot_observed.csv | 13 ++ .../resident/coot_parameters.csv | 201 ++++++++++++++++++ .../resident/coot_simulated.csv | 123 +++++++++++ .../resident/coot_simulated.png | Bin 0 -> 33337 bytes .../resident/coot_synthesised.csv | 13 ++ .../resident/coot_synthesised.png | Bin 0 -> 83013 bytes .../resident/cormorant_classification.json | 105 +++++++++ .../resident/cormorant_consensus.json | 42 ++++ .../resident/cormorant_observed.csv | 13 ++ .../resident/cormorant_parameters.csv | 201 ++++++++++++++++++ .../resident/cormorant_simulated.csv | 123 +++++++++++ .../resident/cormorant_simulated.png | Bin 0 -> 34124 bytes .../resident/cormorant_synthesised.csv | 13 ++ .../resident/cormorant_synthesised.png | Bin 0 -> 82377 bytes .../resident/egret_classification.json | 105 +++++++++ .../resident/egret_consensus.json | 42 ++++ .../resident/egret_observed.csv | 13 ++ .../resident/egret_parameters.csv | 201 ++++++++++++++++++ .../resident/egret_simulated.csv | 123 +++++++++++ .../resident/egret_simulated.png | Bin 0 -> 31614 bytes .../resident/egret_synthesised.csv | 13 ++ .../resident/egret_synthesised.png | Bin 0 -> 89014 bytes .../resident/gadwall_classification.json | 105 +++++++++ .../resident/gadwall_consensus.json | 42 ++++ .../resident/gadwall_observed.csv | 13 ++ .../resident/gadwall_parameters.csv | 201 ++++++++++++++++++ .../resident/gadwall_simulated.csv | 123 +++++++++++ .../resident/gadwall_simulated.png | Bin 0 -> 30157 bytes .../resident/gadwall_synthesised.csv | 13 ++ .../resident/gadwall_synthesised.png | Bin 0 -> 64958 bytes .../great_crested_grebe_classification.json | 105 +++++++++ .../great_crested_grebe_consensus.json | 42 ++++ .../resident/great_crested_grebe_observed.csv | 13 ++ .../great_crested_grebe_parameters.csv | 201 ++++++++++++++++++ .../great_crested_grebe_simulated.csv | 123 +++++++++++ .../great_crested_grebe_simulated.png | Bin 0 -> 34269 bytes .../great_crested_grebe_synthesised.csv | 13 ++ .../great_crested_grebe_synthesised.png | Bin 0 -> 76612 bytes .../resident/grey_heron_classification.json | 105 +++++++++ .../resident/grey_heron_consensus.json | 42 ++++ .../resident/grey_heron_observed.csv | 13 ++ .../resident/grey_heron_parameters.csv | 201 ++++++++++++++++++ .../resident/grey_heron_simulated.csv | 123 +++++++++++ .../resident/grey_heron_simulated.png | Bin 0 -> 30135 bytes .../resident/grey_heron_synthesised.csv | 13 ++ .../resident/grey_heron_synthesised.png | Bin 0 -> 72179 bytes .../resident/herring_gull_classification.json | 105 +++++++++ .../resident/herring_gull_consensus.json | 42 ++++ .../resident/herring_gull_observed.csv | 13 ++ .../resident/herring_gull_parameters.csv | 201 ++++++++++++++++++ .../resident/herring_gull_simulated.csv | 123 +++++++++++ .../resident/herring_gull_simulated.png | Bin 0 -> 32194 bytes .../resident/herring_gull_synthesised.csv | 13 ++ .../resident/herring_gull_synthesised.png | Bin 0 -> 74739 bytes .../resident/mallard_classification.json | 105 +++++++++ .../resident/mallard_consensus.json | 42 ++++ .../resident/mallard_observed.csv | 13 ++ .../resident/mallard_parameters.csv | 201 ++++++++++++++++++ .../resident/mallard_simulated.csv | 123 +++++++++++ .../resident/mallard_simulated.png | Bin 0 -> 33025 bytes .../resident/mallard_synthesised.csv | 13 ++ .../resident/mallard_synthesised.png | Bin 0 -> 82980 bytes .../resident/moorhen_classification.json | 105 +++++++++ .../resident/moorhen_consensus.json | 42 ++++ .../resident/moorhen_observed.csv | 13 ++ .../resident/moorhen_parameters.csv | 201 ++++++++++++++++++ .../resident/moorhen_simulated.csv | 123 +++++++++++ .../resident/moorhen_simulated.png | Bin 0 -> 30877 bytes .../resident/moorhen_synthesised.csv | 13 ++ .../resident/moorhen_synthesised.png | Bin 0 -> 77937 bytes .../resident/mute_swan_classification.json | 105 +++++++++ .../resident/mute_swan_consensus.json | 42 ++++ .../resident/mute_swan_observed.csv | 13 ++ .../resident/mute_swan_parameters.csv | 201 ++++++++++++++++++ .../resident/mute_swan_simulated.csv | 123 +++++++++++ .../resident/mute_swan_simulated.png | Bin 0 -> 33082 bytes .../resident/mute_swan_synthesised.csv | 13 ++ .../resident/mute_swan_synthesised.png | Bin 0 -> 79056 bytes .../resident/robin_classification.json | 105 +++++++++ .../resident/robin_consensus.json | 42 ++++ .../resident/robin_observed.csv | 13 ++ .../resident/robin_parameters.csv | 201 ++++++++++++++++++ .../resident/robin_simulated.csv | 123 +++++++++++ .../resident/robin_simulated.png | Bin 0 -> 31288 bytes .../resident/robin_synthesised.csv | 13 ++ .../resident/robin_synthesised.png | Bin 0 -> 69802 bytes .../resident/tufted_duck_classification.json | 105 +++++++++ .../resident/tufted_duck_consensus.json | 42 ++++ .../resident/tufted_duck_observed.csv | 13 ++ .../resident/tufted_duck_parameters.csv | 201 ++++++++++++++++++ .../resident/tufted_duck_simulated.csv | 123 +++++++++++ .../resident/tufted_duck_simulated.png | Bin 0 -> 32850 bytes .../resident/tufted_duck_synthesised.csv | 13 ++ .../resident/tufted_duck_synthesised.png | Bin 0 -> 84810 bytes .../egyptian_goose_classification.json | 49 +++++ .../seasonal/egyptian_goose_consensus.json | 13 ++ .../seasonal/egyptian_goose_observed.csv | 13 ++ .../seasonal/egyptian_goose_parameters.csv | 201 ++++++++++++++++++ .../seasonal/egyptian_goose_simulated.csv | 123 +++++++++++ .../seasonal/egyptian_goose_simulated.png | Bin 0 -> 28763 bytes .../seasonal/egyptian_goose_synthesised.csv | 13 ++ .../seasonal/egyptian_goose_synthesised.png | Bin 0 -> 67920 bytes .../greylag_goose_classification.json | 52 +++++ .../seasonal/greylag_goose_consensus.json | 13 ++ .../seasonal/greylag_goose_observed.csv | 13 ++ .../seasonal/greylag_goose_parameters.csv | 201 ++++++++++++++++++ .../seasonal/greylag_goose_simulated.csv | 123 +++++++++++ .../seasonal/greylag_goose_simulated.png | Bin 0 -> 30409 bytes .../seasonal/greylag_goose_synthesised.csv | 13 ++ .../seasonal/greylag_goose_synthesised.png | Bin 0 -> 64061 bytes .../oystercatcher_classification.json | 49 +++++ .../seasonal/oystercatcher_consensus.json | 13 ++ .../seasonal/oystercatcher_observed.csv | 13 ++ .../seasonal/oystercatcher_parameters.csv | 201 ++++++++++++++++++ .../seasonal/oystercatcher_simulated.csv | 123 +++++++++++ .../seasonal/oystercatcher_simulated.png | Bin 0 -> 27672 bytes .../seasonal/oystercatcher_synthesised.csv | 13 ++ .../seasonal/oystercatcher_synthesised.png | Bin 0 -> 66397 bytes .../winter/pochard_classification.json | 82 +++++++ .../winter/pochard_consensus.json | 17 ++ .../winter/pochard_observed.csv | 13 ++ .../winter/pochard_parameters.csv | 201 ++++++++++++++++++ .../winter/pochard_simulated.csv | 123 +++++++++++ .../winter/pochard_simulated.png | Bin 0 -> 30916 bytes .../winter/pochard_synthesised.csv | 13 ++ .../winter/pochard_synthesised.png | Bin 0 -> 66970 bytes .../winter/shoveler_classification.json | 82 +++++++ .../winter/shoveler_consensus.json | 17 ++ .../winter/shoveler_observed.csv | 13 ++ .../winter/shoveler_parameters.csv | 201 ++++++++++++++++++ .../winter/shoveler_simulated.csv | 123 +++++++++++ .../winter/shoveler_simulated.png | Bin 0 -> 31092 bytes .../winter/shoveler_synthesised.csv | 13 ++ .../winter/shoveler_synthesised.png | Bin 0 -> 72666 bytes modelling/src/feature-matrix.py | 5 +- modelling/src/process-yil-files.py | 11 +- 154 files changed, 9106 insertions(+), 5 deletions(-) create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/black_headed_gull_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/canada_goose_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/coot_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/cormorant_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/egret_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/gadwall_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/great_crested_grebe_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/grey_heron_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/herring_gull_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mallard_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/moorhen_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/mute_swan_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/robin_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_classification.json create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/resident/tufted_duck_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_classification.json create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/egyptian_goose_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_classification.json create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/greylag_goose_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_classification.json create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/seasonal/oystercatcher_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_classification.json create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/pochard_synthesised.png create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_classification.json create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_consensus.json create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_observed.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_parameters.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_simulated.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_simulated.png create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_synthesised.csv create mode 100644 modelling/data/thrupp-lake-birds/winter/shoveler_synthesised.png diff --git a/modelling/data/thrupp-lake-birds/resident/black_headed_gull_classification.json b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_classification.json new file mode 100644 index 0000000..c539c75 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_classification.json @@ -0,0 +1,105 @@ +{ + "schema_version": "resident-classification/v1", + "species": "Black Headed Gull", + "model_family": "resident_detectability", + "classification": { + "primary_class": "resident_with_summer_detectability_collapse", + "baseline_presence": "weak", + "detectability_peak_timing": "spring", + "detectability_trough_timing": "autumn", + "spring_carryover": "weak", + "summer_suppression": "moderate", + "summer_decay_acceleration": "strong", + "pre_summer_retention": "strong", + "autumn_component": "weak", + "year_end_component": "meaningful", + "response_dynamics": "rapid_decline_biased", + "traits": [ + "resident_detectability_pattern", + "weak_baseline_presence", + "spring_detectability_peak", + "autumn_detectability_trough", + "weak_spring_carryover", + "moderate_summer_suppression", + "strong_summer_decay_acceleration", + "strong_pre_summer_retention", + "weak_autumn_component", + "meaningful_year_end_component", + "rapid_decline_biased_response_dynamics" + ], + "confidence": "medium" + }, + "derived_metrics": { + "target_peak_month": 4, + "target_peak_label": "April", + "target_trough_month": 10, + "target_trough_label": "October", + "target_peak_value": 0.6179902708529666, + "target_trough_value": 0.0, + "target_mean_value": 0.16947003086875745, + "target_amplitude": 0.6179902708529666, + "baseline_to_peak_ratio": 0.06796223497504335, + "autumn_to_winter_weight_ratio": 0.05078125, + "year_end_to_winter_weight_ratio": 0.34375, + "decay_to_growth_ratio": 1.4795042897998094, + "monthly_target": { + "January": 0.10643691104661826, + "February": 0.13051214942192935, + "March": 0.3530032990742757, + "April": 0.6179902708529666, + "May": 0.34146996043444217, + "June": 0.12672089315357968, + "July": 0.09769095477134637, + "August": 0.041985534101238155, + "September": 0.019990096462397678, + "October": 0.0, + "November": 0.0037420369449616383, + "December": 0.19409826416133383 + } + }, + "parameter_evidence": { + "INITIAL_Y": 0.762, + "GROWTH_RATE": 2.098, + "DECAY_RATE": 3.104, + "SUMMER_DECAY_BOOST": 4.326, + "PRE_SUMMER_DECAY_REDUCTION": 0.558, + "PRE_SUMMER_DECAY_END": 6.965, + "PRE_SUMMER_DECAY_SHARPNESS": 11.384, + "SPRING_CARRYOVER_WEIGHT": 0.064, + "SPRING_CARRYOVER_END": 7.115, + "SPRING_CARRYOVER_SHARPNESS": 16.272, + "BASELINE": 0.042, + "WINTER_WEIGHT": 0.512, + "AUTUMN_WEIGHT": 0.026, + "WINTER_PEAK": 3.995, + "AUTUMN_PEAK": 11.015, + "AUTUMN_ONSET": 11.37, + "AUTUMN_GATE_SHARPNESS": 7.514, + "WINTER_WIDTH": 11.343, + "WINTER_RISE_WIDTH": 10.62, + "WINTER_FALL_WIDTH": 11.09, + "AUTUMN_WIDTH": 7.326, + "AUTUMN_RISE_WIDTH": 7.566, + "AUTUMN_FALL_WIDTH": 8.245, + "SUMMER_DIP": 0.102, + "SUMMER_LOW": 9.77, + "SUMMER_ONSET": 7.925, + "SUMMER_GATE_SHARPNESS": 4.756, + "SUMMER_DECAY_ONSET": 7.25, + "SUMMER_DECAY_GATE_SHARPNESS": 18.102, + "SUMMER_WIDTH": 23.421, + "SUMMER_RISE_WIDTH": 37.333, + "SUMMER_FALL_WIDTH": 8.923, + "SCALE": 1.126, + "YEAR_END_WEIGHT": 0.176, + "YEAR_END_PEAK": 12.147, + "YEAR_END_WIDTH": 79.51, + "YEAR_END_RISE_WIDTH": 148.126, + "YEAR_END_FALL_WIDTH": 9.832 + }, + "fit": { + "score": 0.201 + }, + "warnings": [], + "summary": "Black Headed Gull is classified as resident with summer detectability collapse. The fitted resident detectability target peaks around April and reaches its lowest point around October. The model indicates weak baseline presence, weak spring carry-over, strong pre-summer retention, moderate summer suppression, and strong summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/black_headed_gull_consensus.json b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_consensus.json new file mode 100644 index 0000000..63ed28e --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.201", + "INITIAL_Y": "0.762", + "GROWTH_RATE": "2.098", + "DECAY_RATE": "3.104", + "SUMMER_DECAY_BOOST": "4.326", + "PRE_SUMMER_DECAY_REDUCTION": "0.558", + "PRE_SUMMER_DECAY_END": "6.965", + "PRE_SUMMER_DECAY_SHARPNESS": "11.384", + "SPRING_CARRYOVER_WEIGHT": "0.064", + "SPRING_CARRYOVER_END": "7.115", + "SPRING_CARRYOVER_SHARPNESS": "16.272", + "BASELINE": "0.042", + "WINTER_WEIGHT": "0.512", + "AUTUMN_WEIGHT": "0.026", + "WINTER_PEAK": "3.995", + "AUTUMN_PEAK": "11.015", + "AUTUMN_ONSET": "11.37", + "AUTUMN_GATE_SHARPNESS": "7.514", + "WINTER_WIDTH": "11.343", + "WINTER_RISE_WIDTH": "10.62", + "WINTER_FALL_WIDTH": "11.09", + "AUTUMN_WIDTH": "7.326", + "AUTUMN_RISE_WIDTH": "7.566", + "AUTUMN_FALL_WIDTH": "8.245", + "SUMMER_DIP": "0.102", + "SUMMER_LOW": "9.77", + "SUMMER_ONSET": "7.925", + "SUMMER_GATE_SHARPNESS": "4.756", + "SUMMER_DECAY_ONSET": "7.25", + "SUMMER_DECAY_GATE_SHARPNESS": "18.102", + "SUMMER_WIDTH": "23.421", + "SUMMER_RISE_WIDTH": "37.333", + "SUMMER_FALL_WIDTH": "8.923", + "SCALE": "1.126", + "YEAR_END_WEIGHT": "0.176", + "YEAR_END_PEAK": "12.147", + "YEAR_END_WIDTH": "79.51", + "YEAR_END_RISE_WIDTH": "148.126", + "YEAR_END_FALL_WIDTH": "9.832", + "SPECIES": "Black Headed Gull" +} diff --git a/modelling/data/thrupp-lake-birds/resident/black_headed_gull_observed.csv b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_observed.csv new file mode 100644 index 0000000..35b4abf --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_observed.csv @@ -0,0 +1,13 @@ +month,value +1,14 +2,12 +3,10 +4,20 +5,10 +6,7 +7,5 +8,2 +9,1 +10,0 +11,5 +12,3 diff --git a/modelling/data/thrupp-lake-birds/resident/black_headed_gull_parameters.csv b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_parameters.csv new file mode 100644 index 0000000..9a73b27 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/black_headed_gull_parameters.csv @@ -0,0 +1,201 @@ 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"summer_decay_acceleration": "moderate", + "pre_summer_retention": "strong", + "autumn_component": "weak", + "year_end_component": "meaningful", + "response_dynamics": "decline_biased", + "traits": [ + "resident_detectability_pattern", + "moderate_baseline_presence", + "spring_detectability_peak", + "autumn_detectability_trough", + "weak_spring_carryover", + "moderate_summer_suppression", + "moderate_summer_decay_acceleration", + "strong_pre_summer_retention", + "weak_autumn_component", + "meaningful_year_end_component", + "decline_biased_response_dynamics" + ], + "confidence": "high" + }, + "derived_metrics": { + "target_peak_month": 4, + "target_peak_label": "April", + "target_trough_month": 10, + "target_trough_label": "October", + "target_peak_value": 0.7674704377843766, + "target_trough_value": 0.15430857340849072, + "target_mean_value": 0.3482162216062972, + "target_amplitude": 0.6131618643758859, + "baseline_to_peak_ratio": 0.3101096645325991, + "autumn_to_winter_weight_ratio": 0.04790419161676647, + "year_end_to_winter_weight_ratio": 0.31137724550898205, + "decay_to_growth_ratio": 1.3198680956306679, + "monthly_target": { + "January": 0.28028459806045974, + "February": 0.2974200684896655, + "March": 0.4715316429083119, + "April": 0.7674704377843766, + "May": 0.5847052332515325, + "June": 0.316653381249031, + "July": 0.265904390267645, + "August": 0.23799825007507175, + "September": 0.22450032576363066, + "October": 0.15430857340849072, + "November": 0.2045126911701282, + "December": 0.37330506684722314 + } + }, + "parameter_evidence": { + "INITIAL_Y": 0.308, + "GROWTH_RATE": 2.426, + "DECAY_RATE": 3.202, + "SUMMER_DECAY_BOOST": 3.844, + "PRE_SUMMER_DECAY_REDUCTION": 0.491, + "PRE_SUMMER_DECAY_END": 7.065, + "PRE_SUMMER_DECAY_SHARPNESS": 8.98, + "SPRING_CARRYOVER_WEIGHT": 0.042, + "SPRING_CARRYOVER_END": 7.04, + "SPRING_CARRYOVER_SHARPNESS": 15.506, + "BASELINE": 0.238, + "WINTER_WEIGHT": 0.501, + "AUTUMN_WEIGHT": 0.024, + "WINTER_PEAK": 4.205, + "AUTUMN_PEAK": 11.16, + "AUTUMN_ONSET": 11.36, + "AUTUMN_GATE_SHARPNESS": 7.652, + "WINTER_WIDTH": 9.802, + "WINTER_RISE_WIDTH": 9.5, + "WINTER_FALL_WIDTH": 11.396, + "AUTUMN_WIDTH": 7.8, + "AUTUMN_RISE_WIDTH": 8.472, + "AUTUMN_FALL_WIDTH": 7.488, + "SUMMER_DIP": 0.085, + "SUMMER_LOW": 9.855, + "SUMMER_ONSET": 8.45, + "SUMMER_GATE_SHARPNESS": 4.217, + "SUMMER_DECAY_ONSET": 7.095, + "SUMMER_DECAY_GATE_SHARPNESS": 14.045, + "SUMMER_WIDTH": 23.528, + "SUMMER_RISE_WIDTH": 34.559, + "SUMMER_FALL_WIDTH": 9.756, + "SCALE": 0.971, + "YEAR_END_WEIGHT": 0.156, + "YEAR_END_PEAK": 12.149, + "YEAR_END_WIDTH": 87.122, + "YEAR_END_RISE_WIDTH": 161.228, + "YEAR_END_FALL_WIDTH": 11.088 + }, + "fit": { + "score": 0.195 + }, + "warnings": [], + "summary": "Canada Goose is classified as resident with summer detectability collapse. The fitted resident detectability target peaks around April and reaches its lowest point around October. The model indicates moderate baseline presence, weak spring carry-over, strong pre-summer retention, moderate summer suppression, and moderate summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/canada_goose_consensus.json b/modelling/data/thrupp-lake-birds/resident/canada_goose_consensus.json new file mode 100644 index 0000000..503498f --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/canada_goose_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.195", + "INITIAL_Y": "0.308", + "GROWTH_RATE": "2.426", + "DECAY_RATE": "3.202", + "SUMMER_DECAY_BOOST": "3.844", + "PRE_SUMMER_DECAY_REDUCTION": "0.491", + "PRE_SUMMER_DECAY_END": "7.065", + "PRE_SUMMER_DECAY_SHARPNESS": "8.98", + "SPRING_CARRYOVER_WEIGHT": "0.042", + "SPRING_CARRYOVER_END": "7.04", + "SPRING_CARRYOVER_SHARPNESS": "15.506", + "BASELINE": "0.238", + "WINTER_WEIGHT": "0.501", + "AUTUMN_WEIGHT": "0.024", + "WINTER_PEAK": "4.205", + "AUTUMN_PEAK": "11.16", + "AUTUMN_ONSET": "11.36", + "AUTUMN_GATE_SHARPNESS": "7.652", + "WINTER_WIDTH": "9.802", + "WINTER_RISE_WIDTH": "9.5", + "WINTER_FALL_WIDTH": "11.396", + "AUTUMN_WIDTH": "7.8", + "AUTUMN_RISE_WIDTH": "8.472", + "AUTUMN_FALL_WIDTH": "7.488", + "SUMMER_DIP": "0.085", + "SUMMER_LOW": "9.855", + "SUMMER_ONSET": "8.45", + "SUMMER_GATE_SHARPNESS": "4.217", + "SUMMER_DECAY_ONSET": "7.095", + "SUMMER_DECAY_GATE_SHARPNESS": "14.045", + "SUMMER_WIDTH": "23.528", + "SUMMER_RISE_WIDTH": "34.559", + "SUMMER_FALL_WIDTH": "9.756", + "SCALE": "0.971", + "YEAR_END_WEIGHT": "0.156", + "YEAR_END_PEAK": "12.149", + "YEAR_END_WIDTH": "87.122", + "YEAR_END_RISE_WIDTH": "161.228", + "YEAR_END_FALL_WIDTH": "11.088", + "SPECIES": "Canada Goose" +} diff --git a/modelling/data/thrupp-lake-birds/resident/canada_goose_observed.csv b/modelling/data/thrupp-lake-birds/resident/canada_goose_observed.csv new file mode 100644 index 0000000..c1f4d86 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/canada_goose_observed.csv @@ -0,0 +1,13 @@ +month,value +1,4 +2,11 +3,10 +4,19 +5,9 +6,6 +7,5 +8,5 +9,2 +10,1 +11,1 +12,2 diff --git a/modelling/data/thrupp-lake-birds/resident/canada_goose_parameters.csv b/modelling/data/thrupp-lake-birds/resident/canada_goose_parameters.csv new file mode 100644 index 0000000..fb1db91 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/canada_goose_parameters.csv @@ -0,0 +1,201 @@ 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"resident_with_spring_persistence_and_summer_suppression", + "baseline_presence": "weak", + "detectability_peak_timing": "late_spring_early_summer", + "detectability_trough_timing": "autumn", + "spring_carryover": "moderate", + "summer_suppression": "strong", + "summer_decay_acceleration": "strong", + "pre_summer_retention": "strong", + "autumn_component": "weak", + "year_end_component": "meaningful", + "response_dynamics": "rapid_decline_biased", + "traits": [ + "resident_detectability_pattern", + "weak_baseline_presence", + "late_spring_early_summer_detectability_peak", + "autumn_detectability_trough", + "moderate_spring_carryover", + "strong_summer_suppression", + "strong_summer_decay_acceleration", + "strong_pre_summer_retention", + "weak_autumn_component", + "meaningful_year_end_component", + "rapid_decline_biased_response_dynamics" + ], + "confidence": "low" + }, + "derived_metrics": { + "target_peak_month": 6, + "target_peak_label": "June", + "target_trough_month": 9, + "target_trough_label": "September", + "target_peak_value": 0.6047184866384768, + "target_trough_value": 0.05666092014744522, + "target_mean_value": 0.24327861629341369, + "target_amplitude": 0.5480575664910315, + "baseline_to_peak_ratio": 0.08599042554339427, + "autumn_to_winter_weight_ratio": 0.05429864253393665, + "year_end_to_winter_weight_ratio": 0.4298642533936652, + "decay_to_growth_ratio": 1.6503992901508429, + "monthly_target": { + "January": 0.24316192356875355, + "February": 0.24299892107629592, + "March": 0.24226257073040558, + "April": 0.23362294749928092, + "May": 0.31384333062902603, + "June": 0.6047184866384768, + "July": 0.4937811224842998, + "August": 0.14582884801809173, + "September": 0.05666092014744522, + "October": 0.0638054056088705, + "November": 0.0755869522510641, + "December": 0.2030719668689542 + } + }, + "parameter_evidence": { + "INITIAL_Y": 0.209, + "GROWTH_RATE": 2.254, + "DECAY_RATE": 3.72, + "SUMMER_DECAY_BOOST": 4.482, + "PRE_SUMMER_DECAY_REDUCTION": 0.502, + "PRE_SUMMER_DECAY_END": 7.04, + "PRE_SUMMER_DECAY_SHARPNESS": 8.708, + "SPRING_CARRYOVER_WEIGHT": 0.191, + "SPRING_CARRYOVER_END": 6.965, + "SPRING_CARRYOVER_SHARPNESS": 17.89, + "BASELINE": 0.052, + "WINTER_WEIGHT": 0.442, + "AUTUMN_WEIGHT": 0.024, + "WINTER_PEAK": 6.51, + "AUTUMN_PEAK": 10.815, + "AUTUMN_ONSET": 9.91, + "AUTUMN_GATE_SHARPNESS": 6.924, + "WINTER_WIDTH": 10.496, + "WINTER_RISE_WIDTH": 11.209, + "WINTER_FALL_WIDTH": 9.923, + "AUTUMN_WIDTH": 6.403, + "AUTUMN_RISE_WIDTH": 6.153, + "AUTUMN_FALL_WIDTH": 7.175, + "SUMMER_DIP": 0.164, + "SUMMER_LOW": 2.87, + "SUMMER_ONSET": 4.3, + "SUMMER_GATE_SHARPNESS": 4.136, + "SUMMER_DECAY_ONSET": 7.17, + "SUMMER_DECAY_GATE_SHARPNESS": 15.554, + "SUMMER_WIDTH": 28.248, + "SUMMER_RISE_WIDTH": 46.217, + "SUMMER_FALL_WIDTH": 12.865, + "SCALE": 1.004, + "YEAR_END_WEIGHT": 0.19, + "YEAR_END_PEAK": 12.174, + "YEAR_END_WIDTH": 80.432, + "YEAR_END_RISE_WIDTH": 149.956, + "YEAR_END_FALL_WIDTH": 9.652 + }, + "fit": { + "score": 0.628 + }, + "warnings": [], + "summary": "Egret is classified as resident with spring persistence and summer suppression. The fitted resident detectability target peaks around June and reaches its lowest point around September. The model indicates weak baseline presence, moderate spring carry-over, strong pre-summer retention, strong summer suppression, and strong summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/egret_consensus.json b/modelling/data/thrupp-lake-birds/resident/egret_consensus.json new file mode 100644 index 0000000..48adf6b --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/egret_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.628", + "INITIAL_Y": "0.209", + "GROWTH_RATE": "2.254", + "DECAY_RATE": "3.72", + "SUMMER_DECAY_BOOST": "4.482", + "PRE_SUMMER_DECAY_REDUCTION": "0.502", + "PRE_SUMMER_DECAY_END": "7.04", + "PRE_SUMMER_DECAY_SHARPNESS": "8.708", + "SPRING_CARRYOVER_WEIGHT": "0.191", + "SPRING_CARRYOVER_END": "6.965", + "SPRING_CARRYOVER_SHARPNESS": "17.89", + "BASELINE": "0.052", + "WINTER_WEIGHT": "0.442", + "AUTUMN_WEIGHT": "0.024", + "WINTER_PEAK": "6.51", + "AUTUMN_PEAK": "10.815", + "AUTUMN_ONSET": "9.91", + "AUTUMN_GATE_SHARPNESS": "6.924", + "WINTER_WIDTH": "10.496", + "WINTER_RISE_WIDTH": "11.209", + "WINTER_FALL_WIDTH": "9.923", + "AUTUMN_WIDTH": "6.403", + "AUTUMN_RISE_WIDTH": "6.153", + "AUTUMN_FALL_WIDTH": "7.175", + "SUMMER_DIP": "0.164", + "SUMMER_LOW": "2.87", + "SUMMER_ONSET": "4.3", + "SUMMER_GATE_SHARPNESS": "4.136", + "SUMMER_DECAY_ONSET": "7.17", + "SUMMER_DECAY_GATE_SHARPNESS": "15.554", + "SUMMER_WIDTH": "28.248", + "SUMMER_RISE_WIDTH": "46.217", + "SUMMER_FALL_WIDTH": "12.865", + "SCALE": "1.004", + "YEAR_END_WEIGHT": "0.19", + "YEAR_END_PEAK": "12.174", + "YEAR_END_WIDTH": "80.432", + "YEAR_END_RISE_WIDTH": "149.956", + "YEAR_END_FALL_WIDTH": "9.652", + "SPECIES": "Egret" +} diff --git a/modelling/data/thrupp-lake-birds/resident/egret_observed.csv b/modelling/data/thrupp-lake-birds/resident/egret_observed.csv new file mode 100644 index 0000000..7ecea0b --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/egret_observed.csv @@ -0,0 +1,13 @@ +month,value +1,1 +2,1 +3,0 +4,2 +5,0 +6,2 +7,4 +8,2 +9,1 +10,0 +11,3 +12,0 diff --git a/modelling/data/thrupp-lake-birds/resident/egret_parameters.csv b/modelling/data/thrupp-lake-birds/resident/egret_parameters.csv new file mode 100644 index 0000000..bc93827 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/egret_parameters.csv @@ -0,0 +1,201 @@ +TIMESTAMP,OBSERVED,SCORE,INITIAL_Y,GROWTH_RATE,DECAY_RATE,SUMMER_DECAY_BOOST,PRE_SUMMER_DECAY_REDUCTION,PRE_SUMMER_DECAY_END,PRE_SUMMER_DECAY_SHARPNESS,SPRING_CARRYOVER_WEIGHT,SPRING_CARRYOVER_END,SPRING_CARRYOVER_SHARPNESS,BASELINE,WINTER_WEIGHT,AUTUMN_WEIGHT,WINTER_PEAK,AUTUMN_PEAK,AUTUMN_ONSET,AUTUMN_GATE_SHARPNESS,WINTER_WIDTH,WINTER_RISE_WIDTH,WINTER_FALL_WIDTH,AUTUMN_WIDTH,AUTUMN_RISE_WIDTH,AUTUMN_FALL_WIDTH,SUMMER_DIP,SUMMER_LOW,SUMMER_ONSET,SUMMER_GATE_SHARPNESS,SUMMER_DECAY_ONSET,SUMMER_DECAY_GATE_SHARPNESS,SUMMER_WIDTH,SUMMER_RISE_WIDTH,SUMMER_FALL_WIDTH,SCALE,YEAR_END_WEIGHT,YEAR_END_PEAK,YEAR_END_WIDTH,YEAR_END_RISE_WIDTH,YEAR_END_FALL_WIDTH +2026-05-23 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zRPd*X!mx7FUjE!^knH(*dV%8&FE|_wKyz>o2OiVIZ~3atmg5ZDQ)STc5(A&m zYDUtp`TmNaeTWdq{g9BBgo;3~a~ZZE)h`E9?Bqft%DHT2&dpWSz8QeXdKY9*@kvSb z9X>FiUv$iHh8Qx2CVUF2yp<1_wXNfP?t%}jruwt0ED3=x>5T|2b=1}4<pqH_C3hbW>>(Czq&E`s;>Dtd G{{ICyp8jwE literal 0 HcmV?d00001 diff --git a/modelling/data/thrupp-lake-birds/resident/gadwall_classification.json b/modelling/data/thrupp-lake-birds/resident/gadwall_classification.json new file mode 100644 index 0000000..0e291d8 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/gadwall_classification.json @@ -0,0 +1,105 @@ +{ + "schema_version": "resident-classification/v1", + "species": "Gadwall", + "model_family": "resident_detectability", + "classification": { + "primary_class": "resident_with_summer_detectability_collapse", + "baseline_presence": "weak", + "detectability_peak_timing": "winter", + "detectability_trough_timing": "late_spring_early_summer", + "spring_carryover": "weak", + "summer_suppression": "moderate", + "summer_decay_acceleration": "strong", + "pre_summer_retention": "strong", + "autumn_component": "weak", + "year_end_component": "meaningful", + "response_dynamics": "rapid_decline_biased", + "traits": [ + "resident_detectability_pattern", + "weak_baseline_presence", + "winter_detectability_peak", + "late_spring_early_summer_detectability_trough", + "weak_spring_carryover", + "moderate_summer_suppression", + "strong_summer_decay_acceleration", + "strong_pre_summer_retention", + "weak_autumn_component", + "meaningful_year_end_component", + "rapid_decline_biased_response_dynamics" + ], + "confidence": "medium" + }, + "derived_metrics": { + "target_peak_month": 2, + "target_peak_label": "February", + "target_trough_month": 5, + "target_trough_label": "May", + "target_peak_value": 0.46794273225834354, + "target_trough_value": 0.0, + "target_mean_value": 0.14814267954656787, + "target_amplitude": 0.46794273225834354, + "baseline_to_peak_ratio": 0.08548054546537258, + "autumn_to_winter_weight_ratio": 0.06912442396313365, + "year_end_to_winter_weight_ratio": 0.3824884792626728, + "decay_to_growth_ratio": 1.5404651162790697, + "monthly_target": { + "January": 0.44860933628428834, + "February": 0.46794273225834354, + "March": 0.17102321998712774, + "April": 0.09471274353659044, + "May": 0.0, + "June": 0.04275228104360464, + "July": 0.07257074484305977, + "August": 0.03995793639944281, + "September": 0.040000556677168696, + "October": 0.04569648793672306, + "November": 0.07314229104970443, + "December": 0.281303824542761 + } + }, + "parameter_evidence": { + "INITIAL_Y": 1.03, + "GROWTH_RATE": 2.15, + "DECAY_RATE": 3.312, + "SUMMER_DECAY_BOOST": 4.227, + "PRE_SUMMER_DECAY_REDUCTION": 0.59, + "PRE_SUMMER_DECAY_END": 6.9, + "PRE_SUMMER_DECAY_SHARPNESS": 8.256, + "SPRING_CARRYOVER_WEIGHT": 0.055, + "SPRING_CARRYOVER_END": 7.04, + "SPRING_CARRYOVER_SHARPNESS": 17.646, + "BASELINE": 0.04, + "WINTER_WEIGHT": 0.434, + "AUTUMN_WEIGHT": 0.03, + "WINTER_PEAK": 1.575, + "AUTUMN_PEAK": 10.635, + "AUTUMN_ONSET": 10.145, + "AUTUMN_GATE_SHARPNESS": 8.3, + "WINTER_WIDTH": 9.952, + "WINTER_RISE_WIDTH": 9.015, + "WINTER_FALL_WIDTH": 12.222, + "AUTUMN_WIDTH": 7.34, + "AUTUMN_RISE_WIDTH": 7.26, + "AUTUMN_FALL_WIDTH": 7.149, + "SUMMER_DIP": 0.122, + "SUMMER_LOW": 4.95, + "SUMMER_ONSET": 4.185, + "SUMMER_GATE_SHARPNESS": 4.798, + "SUMMER_DECAY_ONSET": 7.115, + "SUMMER_DECAY_GATE_SHARPNESS": 15.699, + "SUMMER_WIDTH": 25.455, + "SUMMER_RISE_WIDTH": 42.748, + "SUMMER_FALL_WIDTH": 11.078, + "SCALE": 1.384, + "YEAR_END_WEIGHT": 0.166, + "YEAR_END_PEAK": 12.13, + "YEAR_END_WIDTH": 78.229, + "YEAR_END_RISE_WIDTH": 147.33, + "YEAR_END_FALL_WIDTH": 9.407 + }, + "fit": { + "score": 0.234 + }, + "warnings": [], + "summary": "Gadwall is classified as resident with summer detectability collapse. The fitted resident detectability target peaks around February and reaches its lowest point around May. The model indicates weak baseline presence, weak spring carry-over, strong pre-summer retention, moderate summer suppression, and strong summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/gadwall_consensus.json b/modelling/data/thrupp-lake-birds/resident/gadwall_consensus.json new file mode 100644 index 0000000..9c102ab --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/gadwall_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.234", + "INITIAL_Y": "1.03", + "GROWTH_RATE": "2.15", + "DECAY_RATE": "3.312", + "SUMMER_DECAY_BOOST": "4.227", + "PRE_SUMMER_DECAY_REDUCTION": "0.59", + "PRE_SUMMER_DECAY_END": "6.9", + "PRE_SUMMER_DECAY_SHARPNESS": "8.256", + "SPRING_CARRYOVER_WEIGHT": "0.055", + "SPRING_CARRYOVER_END": "7.04", + "SPRING_CARRYOVER_SHARPNESS": "17.646", + "BASELINE": "0.04", + "WINTER_WEIGHT": "0.434", + "AUTUMN_WEIGHT": "0.03", + "WINTER_PEAK": "1.575", + "AUTUMN_PEAK": "10.635", + "AUTUMN_ONSET": "10.145", + "AUTUMN_GATE_SHARPNESS": "8.3", + "WINTER_WIDTH": "9.952", + "WINTER_RISE_WIDTH": "9.015", + "WINTER_FALL_WIDTH": "12.222", + "AUTUMN_WIDTH": "7.34", + "AUTUMN_RISE_WIDTH": "7.26", + "AUTUMN_FALL_WIDTH": "7.149", + "SUMMER_DIP": "0.122", + "SUMMER_LOW": "4.95", + "SUMMER_ONSET": "4.185", + "SUMMER_GATE_SHARPNESS": "4.798", + "SUMMER_DECAY_ONSET": "7.115", + "SUMMER_DECAY_GATE_SHARPNESS": "15.699", + "SUMMER_WIDTH": "25.455", + "SUMMER_RISE_WIDTH": "42.748", + "SUMMER_FALL_WIDTH": "11.078", + "SCALE": "1.384", + "YEAR_END_WEIGHT": "0.166", + "YEAR_END_PEAK": "12.13", + "YEAR_END_WIDTH": "78.229", + "YEAR_END_RISE_WIDTH": "147.33", + "YEAR_END_FALL_WIDTH": "9.407", + "SPECIES": "Gadwall" +} diff --git a/modelling/data/thrupp-lake-birds/resident/gadwall_observed.csv b/modelling/data/thrupp-lake-birds/resident/gadwall_observed.csv new file mode 100644 index 0000000..5599d19 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/gadwall_observed.csv @@ -0,0 +1,13 @@ +month,value +1,7 +2,3 +3,1 +4,1 +5,0 +6,0 +7,1 +8,1 +9,0 +10,0 +11,1 +12,0 diff --git a/modelling/data/thrupp-lake-birds/resident/gadwall_parameters.csv b/modelling/data/thrupp-lake-birds/resident/gadwall_parameters.csv new file mode 100644 index 0000000..3b2e941 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/gadwall_parameters.csv @@ -0,0 +1,201 @@ +TIMESTAMP,OBSERVED,SCORE,INITIAL_Y,GROWTH_RATE,DECAY_RATE,SUMMER_DECAY_BOOST,PRE_SUMMER_DECAY_REDUCTION,PRE_SUMMER_DECAY_END,PRE_SUMMER_DECAY_SHARPNESS,SPRING_CARRYOVER_WEIGHT,SPRING_CARRYOVER_END,SPRING_CARRYOVER_SHARPNESS,BASELINE,WINTER_WEIGHT,AUTUMN_WEIGHT,WINTER_PEAK,AUTUMN_PEAK,AUTUMN_ONSET,AUTUMN_GATE_SHARPNESS,WINTER_WIDTH,WINTER_RISE_WIDTH,WINTER_FALL_WIDTH,AUTUMN_WIDTH,AUTUMN_RISE_WIDTH,AUTUMN_FALL_WIDTH,SUMMER_DIP,SUMMER_LOW,SUMMER_ONSET,SUMMER_GATE_SHARPNESS,SUMMER_DECAY_ONSET,SUMMER_DECAY_GATE_SHARPNESS,SUMMER_WIDTH,SUMMER_RISE_WIDTH,SUMMER_FALL_WIDTH,SCALE,YEAR_END_WEIGHT,YEAR_END_PEAK,YEAR_END_WIDTH,YEAR_END_RISE_WIDTH,YEAR_END_FALL_WIDTH +2026-05-23 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The fitted resident detectability target peaks around April and reaches its lowest point around September. The model indicates moderate baseline presence, weak spring carry-over, moderate pre-summer retention, moderate summer suppression, and moderate summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_consensus.json b/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_consensus.json new file mode 100644 index 0000000..9a98cee --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.224", + "INITIAL_Y": "0.814", + "GROWTH_RATE": "1.784", + "DECAY_RATE": "2.952", + "SUMMER_DECAY_BOOST": "3.936", + "PRE_SUMMER_DECAY_REDUCTION": "0.379", + "PRE_SUMMER_DECAY_END": "6.935", + "PRE_SUMMER_DECAY_SHARPNESS": "9.453", + "SPRING_CARRYOVER_WEIGHT": "0.046", + "SPRING_CARRYOVER_END": "7.08", + "SPRING_CARRYOVER_SHARPNESS": "15.87", + "BASELINE": "0.257", + "WINTER_WEIGHT": "0.47", + "AUTUMN_WEIGHT": "0.02", + "WINTER_PEAK": "3.84", + "AUTUMN_PEAK": "10.78", + "AUTUMN_ONSET": "10.73", + "AUTUMN_GATE_SHARPNESS": "7.243", + "WINTER_WIDTH": "11.054", + "WINTER_RISE_WIDTH": "8.852", + "WINTER_FALL_WIDTH": "11.465", + "AUTUMN_WIDTH": "6.512", + "AUTUMN_RISE_WIDTH": "6.198", + "AUTUMN_FALL_WIDTH": "6.458", + "SUMMER_DIP": "0.091", + "SUMMER_LOW": "9.205", + "SUMMER_ONSET": "7.525", + "SUMMER_GATE_SHARPNESS": "4.062", + "SUMMER_DECAY_ONSET": "7.18", + "SUMMER_DECAY_GATE_SHARPNESS": "16.41", + "SUMMER_WIDTH": "27.096", + "SUMMER_RISE_WIDTH": "44.896", + "SUMMER_FALL_WIDTH": "9.814", + "SCALE": "1.184", + "YEAR_END_WEIGHT": "0.138", + "YEAR_END_PEAK": "12.162", + "YEAR_END_WIDTH": "86.406", + "YEAR_END_RISE_WIDTH": "160.04", + "YEAR_END_FALL_WIDTH": "11.359", + "SPECIES": "Great Crested Grebe" +} diff --git a/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_observed.csv b/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_observed.csv new file mode 100644 index 0000000..c2884c7 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_observed.csv @@ -0,0 +1,13 @@ +month,value +1,12 +2,10 +3,10 +4,17 +5,7 +6,5 +7,5 +8,5 +9,1 +10,1 +11,4 +12,2 diff --git a/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_parameters.csv b/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_parameters.csv new file mode 100644 index 0000000..3fe33e9 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/great_crested_grebe_parameters.csv @@ -0,0 +1,201 @@ 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+ "autumn_component": "weak", + "year_end_component": "meaningful", + "response_dynamics": "rapid_decline_biased", + "traits": [ + "resident_detectability_pattern", + "weak_baseline_presence", + "winter_detectability_peak", + "autumn_detectability_trough", + "weak_spring_carryover", + "moderate_summer_suppression", + "moderate_summer_decay_acceleration", + "strong_pre_summer_retention", + "weak_autumn_component", + "meaningful_year_end_component", + "rapid_decline_biased_response_dynamics" + ], + "confidence": "medium" + }, + "derived_metrics": { + "target_peak_month": 2, + "target_peak_label": "February", + "target_trough_month": 10, + "target_trough_label": "October", + "target_peak_value": 0.4679473054720798, + "target_trough_value": 0.0, + "target_mean_value": 0.14318723330885133, + "target_amplitude": 0.4679473054720798, + "baseline_to_peak_ratio": 0.08120572456692408, + "autumn_to_winter_weight_ratio": 0.06684491978609626, + "year_end_to_winter_weight_ratio": 0.42513368983957217, + "decay_to_growth_ratio": 1.7088607594936709, + "monthly_target": { + "January": 0.2890144505696381, + "February": 0.4679473054720798, + "March": 0.28867838178034944, + "April": 0.11989590459548385, + "May": 0.09461811894631447, + "June": 0.0940010414072419, + "July": 0.09366459472871956, + "August": 0.03799862216405955, + "September": 0.025136006703430934, + "October": 0.0, + "November": 0.0, + "December": 0.20729237333889847 + } + }, + "parameter_evidence": { + "INITIAL_Y": 1.05, + "GROWTH_RATE": 1.58, + "DECAY_RATE": 2.7, + "SUMMER_DECAY_BOOST": 3.618, + "PRE_SUMMER_DECAY_REDUCTION": 0.546, + "PRE_SUMMER_DECAY_END": 7.1, + "PRE_SUMMER_DECAY_SHARPNESS": 9.838, + "SPRING_CARRYOVER_WEIGHT": 0.056, + "SPRING_CARRYOVER_END": 7.285, + "SPRING_CARRYOVER_SHARPNESS": 17.936, + "BASELINE": 0.038, + "WINTER_WEIGHT": 0.374, + "AUTUMN_WEIGHT": 0.025, + "WINTER_PEAK": 1.985, + "AUTUMN_PEAK": 10.83, + "AUTUMN_ONSET": 11.39, + "AUTUMN_GATE_SHARPNESS": 6.146, + "WINTER_WIDTH": 8.812, + "WINTER_RISE_WIDTH": 9.684, + "WINTER_FALL_WIDTH": 9.137, + "AUTUMN_WIDTH": 7.73, + "AUTUMN_RISE_WIDTH": 6.829, + "AUTUMN_FALL_WIDTH": 8.9, + "SUMMER_DIP": 0.122, + "SUMMER_LOW": 10.0, + "SUMMER_ONSET": 8.45, + "SUMMER_GATE_SHARPNESS": 4.747, + "SUMMER_DECAY_ONSET": 7.115, + "SUMMER_DECAY_GATE_SHARPNESS": 15.403, + "SUMMER_WIDTH": 21.796, + "SUMMER_RISE_WIDTH": 31.422, + "SUMMER_FALL_WIDTH": 12.004, + "SCALE": 1.462, + "YEAR_END_WEIGHT": 0.159, + "YEAR_END_PEAK": 12.107, + "YEAR_END_WIDTH": 92.091, + "YEAR_END_RISE_WIDTH": 174.963, + "YEAR_END_FALL_WIDTH": 9.564 + }, + "fit": { + "score": 0.212 + }, + "warnings": [], + "summary": "Grey Heron is classified as resident with summer detectability collapse. The fitted resident detectability target peaks around February and reaches its lowest point around October. The model indicates weak baseline presence, weak spring carry-over, strong pre-summer retention, moderate summer suppression, and moderate summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/grey_heron_consensus.json b/modelling/data/thrupp-lake-birds/resident/grey_heron_consensus.json new file mode 100644 index 0000000..92ee222 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/grey_heron_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.212", + "INITIAL_Y": "1.05", + "GROWTH_RATE": "1.58", + "DECAY_RATE": "2.7", + "SUMMER_DECAY_BOOST": "3.618", + "PRE_SUMMER_DECAY_REDUCTION": "0.546", + "PRE_SUMMER_DECAY_END": "7.1", + "PRE_SUMMER_DECAY_SHARPNESS": "9.838", + "SPRING_CARRYOVER_WEIGHT": "0.056", + "SPRING_CARRYOVER_END": "7.285", + "SPRING_CARRYOVER_SHARPNESS": "17.936", + "BASELINE": "0.038", + "WINTER_WEIGHT": "0.374", + "AUTUMN_WEIGHT": "0.025", + "WINTER_PEAK": "1.985", + "AUTUMN_PEAK": "10.83", + "AUTUMN_ONSET": "11.39", + "AUTUMN_GATE_SHARPNESS": "6.146", + "WINTER_WIDTH": "8.812", + "WINTER_RISE_WIDTH": "9.684", + "WINTER_FALL_WIDTH": "9.137", + "AUTUMN_WIDTH": "7.73", + "AUTUMN_RISE_WIDTH": "6.829", + "AUTUMN_FALL_WIDTH": "8.9", + "SUMMER_DIP": "0.122", + "SUMMER_LOW": "1E+1", + "SUMMER_ONSET": "8.45", + "SUMMER_GATE_SHARPNESS": "4.747", + "SUMMER_DECAY_ONSET": "7.115", + "SUMMER_DECAY_GATE_SHARPNESS": "15.403", + "SUMMER_WIDTH": "21.796", + "SUMMER_RISE_WIDTH": "31.422", + "SUMMER_FALL_WIDTH": "12.004", + "SCALE": "1.462", + "YEAR_END_WEIGHT": "0.159", + "YEAR_END_PEAK": "12.107", + "YEAR_END_WIDTH": "92.091", + "YEAR_END_RISE_WIDTH": "174.963", + "YEAR_END_FALL_WIDTH": "9.564", + "SPECIES": "Grey Heron" +} diff --git a/modelling/data/thrupp-lake-birds/resident/grey_heron_observed.csv b/modelling/data/thrupp-lake-birds/resident/grey_heron_observed.csv new file mode 100644 index 0000000..e581867 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/grey_heron_observed.csv @@ -0,0 +1,13 @@ +month,value +1,8 +2,2 +3,1 +4,3 +5,1 +6,1 +7,3 +8,1 +9,1 +10,0 +11,2 +12,2 diff --git a/modelling/data/thrupp-lake-birds/resident/grey_heron_parameters.csv b/modelling/data/thrupp-lake-birds/resident/grey_heron_parameters.csv new file mode 100644 index 0000000..a2370c8 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/grey_heron_parameters.csv @@ -0,0 +1,201 @@ 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"detectability_trough_timing": "autumn", + "spring_carryover": "weak", + "summer_suppression": "moderate", + "summer_decay_acceleration": "moderate", + "pre_summer_retention": "strong", + "autumn_component": "weak", + "year_end_component": "meaningful", + "response_dynamics": "rapid_decline_biased", + "traits": [ + "resident_detectability_pattern", + "weak_baseline_presence", + "spring_detectability_peak", + "autumn_detectability_trough", + "weak_spring_carryover", + "moderate_summer_suppression", + "moderate_summer_decay_acceleration", + "strong_pre_summer_retention", + "weak_autumn_component", + "meaningful_year_end_component", + "rapid_decline_biased_response_dynamics" + ], + "confidence": "medium" + }, + "derived_metrics": { + "target_peak_month": 4, + "target_peak_label": "April", + "target_trough_month": 9, + "target_trough_label": "September", + "target_peak_value": 0.5167853771102201, + "target_trough_value": 0.0, + "target_mean_value": 0.14597129978518344, + "target_amplitude": 0.5167853771102201, + "baseline_to_peak_ratio": 0.09094684579276674, + "autumn_to_winter_weight_ratio": 0.0630841121495327, + "year_end_to_winter_weight_ratio": 0.32710280373831774, + "decay_to_growth_ratio": 1.3330258302583027, + "monthly_target": { + "January": 0.0932505554354724, + "February": 0.11365206059310286, + "March": 0.31729119221773405, + "April": 0.5167853771102201, + "May": 0.25957753281157536, + "June": 0.10550272781831123, + "July": 0.09264581711521012, + "August": 0.02589397155434702, + "September": 0.0, + "October": 0.0, + "November": 0.059817607450868684, + "December": 0.16723875531535945 + } + }, + "parameter_evidence": { + "INITIAL_Y": 0.744, + "GROWTH_RATE": 2.168, + "DECAY_RATE": 2.89, + "SUMMER_DECAY_BOOST": 3.956, + "PRE_SUMMER_DECAY_REDUCTION": 0.514, + "PRE_SUMMER_DECAY_END": 6.89, + "PRE_SUMMER_DECAY_SHARPNESS": 10.164, + "SPRING_CARRYOVER_WEIGHT": 0.046, + "SPRING_CARRYOVER_END": 7.26, + "SPRING_CARRYOVER_SHARPNESS": 17.704, + "BASELINE": 0.047, + "WINTER_WEIGHT": 0.428, + "AUTUMN_WEIGHT": 0.027, + "WINTER_PEAK": 3.885, + "AUTUMN_PEAK": 10.7, + "AUTUMN_ONSET": 10.835, + "AUTUMN_GATE_SHARPNESS": 7.236, + "WINTER_WIDTH": 11.038, + "WINTER_RISE_WIDTH": 11.929, + "WINTER_FALL_WIDTH": 10.916, + "AUTUMN_WIDTH": 6.199, + "AUTUMN_RISE_WIDTH": 7.204, + "AUTUMN_FALL_WIDTH": 5.882, + "SUMMER_DIP": 0.108, + "SUMMER_LOW": 8.845, + "SUMMER_ONSET": 7.205, + "SUMMER_GATE_SHARPNESS": 4.912, + "SUMMER_DECAY_ONSET": 7.095, + "SUMMER_DECAY_GATE_SHARPNESS": 15.194, + "SUMMER_WIDTH": 21.827, + "SUMMER_RISE_WIDTH": 32.682, + "SUMMER_FALL_WIDTH": 8.056, + "SCALE": 1.086, + "YEAR_END_WEIGHT": 0.14, + "YEAR_END_PEAK": 12.152, + "YEAR_END_WIDTH": 89.1, + "YEAR_END_RISE_WIDTH": 169.886, + "YEAR_END_FALL_WIDTH": 9.838 + }, + "fit": { + "score": 0.217 + }, + "warnings": [], + "summary": "Herring Gull is classified as resident with summer detectability collapse. The fitted resident detectability target peaks around April and reaches its lowest point around September. The model indicates weak baseline presence, weak spring carry-over, strong pre-summer retention, moderate summer suppression, and moderate summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/herring_gull_consensus.json b/modelling/data/thrupp-lake-birds/resident/herring_gull_consensus.json new file mode 100644 index 0000000..fb891bd --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/herring_gull_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.217", + "INITIAL_Y": "0.744", + "GROWTH_RATE": "2.168", + "DECAY_RATE": "2.89", + "SUMMER_DECAY_BOOST": "3.956", + "PRE_SUMMER_DECAY_REDUCTION": "0.514", + "PRE_SUMMER_DECAY_END": "6.89", + "PRE_SUMMER_DECAY_SHARPNESS": "10.164", + "SPRING_CARRYOVER_WEIGHT": "0.046", + "SPRING_CARRYOVER_END": "7.26", + "SPRING_CARRYOVER_SHARPNESS": "17.704", + "BASELINE": "0.047", + "WINTER_WEIGHT": "0.428", + "AUTUMN_WEIGHT": "0.027", + "WINTER_PEAK": "3.885", + "AUTUMN_PEAK": "10.7", + "AUTUMN_ONSET": "10.835", + "AUTUMN_GATE_SHARPNESS": "7.236", + "WINTER_WIDTH": "11.038", + "WINTER_RISE_WIDTH": "11.929", + "WINTER_FALL_WIDTH": "10.916", + "AUTUMN_WIDTH": "6.199", + "AUTUMN_RISE_WIDTH": "7.204", + "AUTUMN_FALL_WIDTH": "5.882", + "SUMMER_DIP": "0.108", + "SUMMER_LOW": "8.845", + "SUMMER_ONSET": "7.205", + "SUMMER_GATE_SHARPNESS": "4.912", + "SUMMER_DECAY_ONSET": "7.095", + "SUMMER_DECAY_GATE_SHARPNESS": "15.194", + "SUMMER_WIDTH": "21.827", + "SUMMER_RISE_WIDTH": "32.682", + "SUMMER_FALL_WIDTH": "8.056", + "SCALE": "1.086", + "YEAR_END_WEIGHT": "0.14", + "YEAR_END_PEAK": "12.152", + "YEAR_END_WIDTH": "89.1", + "YEAR_END_RISE_WIDTH": "169.886", + "YEAR_END_FALL_WIDTH": "9.838", + "SPECIES": "Herring Gull" +} diff --git a/modelling/data/thrupp-lake-birds/resident/herring_gull_observed.csv b/modelling/data/thrupp-lake-birds/resident/herring_gull_observed.csv new file mode 100644 index 0000000..916b8a7 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/herring_gull_observed.csv @@ -0,0 +1,13 @@ +month,value +1,9 +2,11 +3,8 +4,13 +5,5 +6,2 +7,1 +8,1 +9,0 +10,0 +11,4 +12,3 diff --git a/modelling/data/thrupp-lake-birds/resident/herring_gull_parameters.csv b/modelling/data/thrupp-lake-birds/resident/herring_gull_parameters.csv new file mode 100644 index 0000000..c86af7e --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/herring_gull_parameters.csv @@ -0,0 +1,201 @@ 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z_^ppHRG4;DBj}Ia0d_Xih5_FQvh?Y%;4quCssJ*i0}csNr$Q2<|&%LAvCEeNj!fJaT!;jW$ia1FoOA!+{OlpYuhqC-WbkCRlvZ+PAKKSUS* i|Kq#=57FpJ$3rIWw*$MxmX2d}ilV&gqawLyFaHN-igG6a literal 0 HcmV?d00001 diff --git a/modelling/data/thrupp-lake-birds/resident/mallard_classification.json b/modelling/data/thrupp-lake-birds/resident/mallard_classification.json new file mode 100644 index 0000000..22bc2a0 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/mallard_classification.json @@ -0,0 +1,105 @@ +{ + "schema_version": "resident-classification/v1", + "species": "Mallard", + "model_family": "resident_detectability", + "classification": { + "primary_class": "resident_with_summer_detectability_collapse", + "baseline_presence": "weak", + "detectability_peak_timing": "spring", + "detectability_trough_timing": "autumn", + "spring_carryover": "weak", + "summer_suppression": "moderate", + "summer_decay_acceleration": "moderate", + "pre_summer_retention": "strong", + "autumn_component": "weak", + "year_end_component": "meaningful", + "response_dynamics": "rapid_decline_biased", + "traits": [ + "resident_detectability_pattern", + "weak_baseline_presence", + "spring_detectability_peak", + "autumn_detectability_trough", + "weak_spring_carryover", + "moderate_summer_suppression", + "moderate_summer_decay_acceleration", + "strong_pre_summer_retention", + "weak_autumn_component", + "meaningful_year_end_component", + "rapid_decline_biased_response_dynamics" + ], + "confidence": "medium" + }, + "derived_metrics": { + "target_peak_month": 4, + "target_peak_label": "April", + "target_trough_month": 10, + "target_trough_label": "October", + "target_peak_value": 0.5370318557806412, + "target_trough_value": 0.0, + "target_mean_value": 0.17342487130885215, + "target_amplitude": 0.5370318557806412, + "baseline_to_peak_ratio": 0.10055269425591974, + "autumn_to_winter_weight_ratio": 0.055299539170506916, + "year_end_to_winter_weight_ratio": 0.3548387096774194, + "decay_to_growth_ratio": 1.5104299702000852, + "monthly_target": { + "January": 0.11765077500797781, + "February": 0.18080630545500914, + "March": 0.4203087921006915, + "April": 0.5370318557806412, + "May": 0.3089154969615748, + "June": 0.1412932738194972, + "July": 0.110305191490553, + "August": 0.053908074231316314, + "September": 0.00019819539866673325, + "October": 0.0, + "November": 0.032680302975887046, + "December": 0.17800019248441112 + } + }, + "parameter_evidence": { + "INITIAL_Y": 0.615, + "GROWTH_RATE": 2.349, + "DECAY_RATE": 3.548, + "SUMMER_DECAY_BOOST": 3.988, + "PRE_SUMMER_DECAY_REDUCTION": 0.484, + "PRE_SUMMER_DECAY_END": 6.995, + "PRE_SUMMER_DECAY_SHARPNESS": 9.679, + "SPRING_CARRYOVER_WEIGHT": 0.06, + "SPRING_CARRYOVER_END": 7.135, + "SPRING_CARRYOVER_SHARPNESS": 18.606, + "BASELINE": 0.054, + "WINTER_WEIGHT": 0.434, + "AUTUMN_WEIGHT": 0.024, + "WINTER_PEAK": 3.78, + "AUTUMN_PEAK": 10.825, + "AUTUMN_ONSET": 11.37, + "AUTUMN_GATE_SHARPNESS": 6.716, + "WINTER_WIDTH": 9.481, + "WINTER_RISE_WIDTH": 8.298, + "WINTER_FALL_WIDTH": 7.712, + "AUTUMN_WIDTH": 7.604, + "AUTUMN_RISE_WIDTH": 7.648, + "AUTUMN_FALL_WIDTH": 5.912, + "SUMMER_DIP": 0.118, + "SUMMER_LOW": 9.605, + "SUMMER_ONSET": 8.31, + "SUMMER_GATE_SHARPNESS": 4.87, + "SUMMER_DECAY_ONSET": 7.15, + "SUMMER_DECAY_GATE_SHARPNESS": 14.566, + "SUMMER_WIDTH": 19.619, + "SUMMER_RISE_WIDTH": 29.82, + "SUMMER_FALL_WIDTH": 11.938, + "SCALE": 1.034, + "YEAR_END_WEIGHT": 0.154, + "YEAR_END_PEAK": 12.184, + "YEAR_END_WIDTH": 74.41, + "YEAR_END_RISE_WIDTH": 139.704, + "YEAR_END_FALL_WIDTH": 10.06 + }, + "fit": { + "score": 0.24 + }, + "warnings": [], + "summary": "Mallard is classified as resident with summer detectability collapse. The fitted resident detectability target peaks around April and reaches its lowest point around October. The model indicates weak baseline presence, weak spring carry-over, strong pre-summer retention, moderate summer suppression, and moderate summer decay acceleration." +} diff --git a/modelling/data/thrupp-lake-birds/resident/mallard_consensus.json b/modelling/data/thrupp-lake-birds/resident/mallard_consensus.json new file mode 100644 index 0000000..66ec020 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/mallard_consensus.json @@ -0,0 +1,42 @@ +{ + "SCORE": "0.24", + "INITIAL_Y": "0.615", + "GROWTH_RATE": "2.349", + "DECAY_RATE": "3.548", + "SUMMER_DECAY_BOOST": "3.988", + "PRE_SUMMER_DECAY_REDUCTION": "0.484", + "PRE_SUMMER_DECAY_END": "6.995", + "PRE_SUMMER_DECAY_SHARPNESS": "9.679", + "SPRING_CARRYOVER_WEIGHT": "0.06", + "SPRING_CARRYOVER_END": "7.135", + "SPRING_CARRYOVER_SHARPNESS": "18.606", + "BASELINE": "0.054", + "WINTER_WEIGHT": "0.434", + "AUTUMN_WEIGHT": "0.024", + "WINTER_PEAK": "3.78", + "AUTUMN_PEAK": "10.825", + "AUTUMN_ONSET": "11.37", + "AUTUMN_GATE_SHARPNESS": "6.716", + "WINTER_WIDTH": "9.481", + "WINTER_RISE_WIDTH": "8.298", + "WINTER_FALL_WIDTH": "7.712", + "AUTUMN_WIDTH": "7.604", + "AUTUMN_RISE_WIDTH": "7.648", + "AUTUMN_FALL_WIDTH": "5.912", + "SUMMER_DIP": "0.118", + "SUMMER_LOW": "9.605", + "SUMMER_ONSET": "8.31", + "SUMMER_GATE_SHARPNESS": "4.87", + "SUMMER_DECAY_ONSET": "7.15", + "SUMMER_DECAY_GATE_SHARPNESS": "14.566", + "SUMMER_WIDTH": "19.619", + "SUMMER_RISE_WIDTH": "29.82", + "SUMMER_FALL_WIDTH": "11.938", + "SCALE": "1.034", + "YEAR_END_WEIGHT": "0.154", + "YEAR_END_PEAK": "12.184", + "YEAR_END_WIDTH": "74.41", + "YEAR_END_RISE_WIDTH": "139.704", + "YEAR_END_FALL_WIDTH": "10.06", + "SPECIES": "Mallard" +} diff --git a/modelling/data/thrupp-lake-birds/resident/mallard_observed.csv b/modelling/data/thrupp-lake-birds/resident/mallard_observed.csv new file mode 100644 index 0000000..b1813a6 --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/mallard_observed.csv @@ -0,0 +1,13 @@ +month,value +1,11 +2,13 +3,10 +4,18 +5,10 +6,6 +7,5 +8,5 +9,3 +10,0 +11,4 +12,5 diff --git a/modelling/data/thrupp-lake-birds/resident/mallard_parameters.csv b/modelling/data/thrupp-lake-birds/resident/mallard_parameters.csv new file mode 100644 index 0000000..43b0f0e --- /dev/null +++ b/modelling/data/thrupp-lake-birds/resident/mallard_parameters.csv @@ -0,0 +1,201 @@ 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