diff --git a/examples/adcp_example.ipynb b/examples/adcp_example.ipynb index 8df4aa02..a59ccc7c 100644 --- a/examples/adcp_example.ipynb +++ b/examples/adcp_example.ipynb @@ -44,14 +44,15 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from mhkit import dolfyn\n", - "from mhkit.dolfyn.adp import api" + "from mhkit.dolfyn.adp import api\n", + "import matplotlib.pyplot as plt" ] }, { @@ -73,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 7, "metadata": { "scrolled": true }, @@ -100,7 +101,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -121,39 +122,86 @@ "\n", "\n", "\n", - "
<xarray.Dataset> Size: 83MB\n",
               "Dimensions:              (time: 55000, time_b5: 55000, range: 28, range_b5: 28,\n",
               "                          beam: 4, dir: 4, dirIMU: 3, earth: 3, inst: 3, q: 4,\n",
@@ -520,33 +629,33 @@
               "    coord_sys:             earth\n",
               "    fs:                    1\n",
               "    has_imu:               1\n",
-              "    beam_angle:            25
  • filehead_config :
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"CALROTGYROGET": "M11=1.00000,M12=0.00803,M13=-0.02685,M21=-0.00933,M22=1.00000,M23=0.01646,M31=0.02587,M32=-0.01599,M33=1.00000", "CALECHOGET": "CHA0=0.00,CHB0=-17.69,CHC0=0.00"}
    inst_model :
    Signature1000
    inst_make :
    Nortek
    inst_type :
    ADCP
    burst_config :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells :
    28
    n_beams :
    4
    ambig_vel :
    5.066
    SerialNum :
    101663
    nominal_corr :
    67
    cell_size :
    0.5
    blank_dist :
    0.1
    power_level_dB :
    0.0
    burst_config_b5 :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells_b5 :
    28
    coord_sys_axes_b5 :
    beam
    n_beams_b5 :
    1
    ambig_vel_b5 :
    5.066
    SerialNum_b5 :
    101663
    nominal_corr_b5 :
    65
    cell_size_b5 :
    0.5
    blank_dist_b5 :
    0.1
    power_level_dB_b5 :
    0.0
    wakeup_state :
    clock
    orientation :
    AHRS
    orient_status :
    AHRS-3D
    proc_idle_less_3pct :
    0
    proc_idle_less_6pct :
    0
    proc_idle_less_12pct :
    0
    rotate_vars :
    ['vel', 'accel', 'accel_b5', 'angrt', 'angrt_b5', 'mag', 'mag_b5']
    coord_sys :
    earth
    fs :
    1
    has_imu :
    1
    beam_angle :
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  • " ], "text/plain": [ " Size: 83MB\n", @@ -840,7 +901,7 @@ " beam_angle: 25" ] }, - "execution_count": 35, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -860,7 +921,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -892,7 +953,7 @@ " ... and others (see `.variables`)" ] }, - "execution_count": 36, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -903,46 +964,32 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "## 2. Initial Steps for Data Quality Control (QC)\n", - "\n", - "### 2.1: Set the Deployment Height\n", - "\n", - "When using Nortek instruments, the deployment software does not factor in the deployment height. The deployment height represents the position of the Acoustic Doppler Current Profiler (ADCP) within the water column. \n", - "\n", - "In this context, the center of the first depth bin is situated at a distance that is the sum of three elements: \n", - "1. Deployment height (the ADCP's position in the water column)\n", - "2. Blanking distance (the minimum distance from the ADCP to the first measurement point)\n", - "3. Cell size (the vertical distance of each measurement bin in the water column)\n", - "\n", - "To ensure accurate readings, it is critical to calibrate the 'range' coordinate to make '0' correspond to either the seafloor or sea surface. This calibration can be achieved using the `set_range_offset` function. \n", - "\n", - "For those using a Teledyne RDI ADCP, the TRDI deployment software will prompt you to specify the deployment height/depth during setup in order to automatically calculate water depth. If there's a need for calibration post-deployment, the `set_range_offset` function can be utilized in the same way as described above to override the initially specified value." + "### Using dolfyn_plot to visualize ADCP Data:" ] }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 37, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -950,12 +997,37 @@ } ], "source": [ - "ds[\"vel\"][1].plot()" + "fig, axes = plt.subplots(1, 4, figsize=(15, 4))\n", + "ds[\"vel\"][0].plot(ax=axes[0])\n", + "ds[\"vel\"][1].plot(ax=axes[1])\n", + "ds[\"vel\"][2].plot(ax=axes[2])\n", + "ds[\"vel\"][3].plot(ax=axes[3])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. Initial Steps for Data Quality Control (QC)\n", + "\n", + "### 2.1: Set the Deployment Height\n", + "\n", + "When using Nortek instruments, the deployment software does not factor in the deployment height. The deployment height represents the position of the Acoustic Doppler Current Profiler (ADCP) within the water column. \n", + "\n", + "In this context, the center of the first depth bin is situated at a distance that is the sum of three elements: \n", + "1. Deployment height (the ADCP's position in the water column)\n", + "2. Blanking distance (the minimum distance from the ADCP to the first measurement point)\n", + "3. Cell size (the vertical distance of each measurement bin in the water column)\n", + "\n", + "To ensure accurate readings, it is critical to calibrate the 'range' coordinate to make '0' correspond to either the seafloor or sea surface. This calibration can be achieved using the `set_range_offset` function. \n", + "\n", + "For those using a Teledyne RDI ADCP, the TRDI deployment software will prompt you to specify the deployment height/depth during setup in order to automatically calculate water depth. If there's a need for calibration post-deployment, the `set_range_offset` function can be utilized in the same way as described above to override the initially specified value." ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 11, "metadata": {}, "outputs": [], "source": [ @@ -973,7 +1045,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 12, "metadata": {}, "outputs": [ { @@ -994,39 +1066,86 @@ "\n", "\n", "\n", - "
    <xarray.DataArray 'range' (range: 28)> Size: 224B\n",
                   "array([ 1.2,  1.7,  2.2,  2.7,  3.2,  3.7,  4.2,  4.7,  5.2,  5.7,  6.2,  6.7,\n",
                   "        7.2,  7.7,  8.2,  8.7,  9.2,  9.7, 10.2, 10.7, 11.2, 11.7, 12.2, 12.7,\n",
    @@ -1359,21 +1539,11 @@
                   "    coverage_content_type:  coordinate\n",
                   "    units:                  m\n",
                   "    long_name:              Profile Range\n",
    -              "    description:            Distance to the center of each depth bin
  • coverage_content_type :
    coordinate
    units :
    m
    long_name :
    Profile Range
    description :
    Distance to the center of each depth bin
  • " ], "text/plain": [ " Size: 224B\n", @@ -1389,7 +1559,7 @@ " description: Distance to the center of each depth bin" ] }, - "execution_count": 39, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1414,7 +1584,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -1424,24 +1594,24 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 41, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -1449,7 +1619,11 @@ } ], "source": [ - "ds[\"vel\"][1].plot()" + "fig, axes = plt.subplots(1, 4, figsize=(15, 4))\n", + "ds[\"vel\"][0].plot(ax=axes[0])\n", + "ds[\"vel\"][1].plot(ax=axes[1])\n", + "ds[\"vel\"][2].plot(ax=axes[2])\n", + "ds[\"vel\"][3].plot(ax=axes[3])" ] }, { @@ -1468,24 +1642,24 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 42, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " + "
    " ] }, "metadata": {}, @@ -1493,8 +1667,12 @@ } ], "source": [ + "fig, axes = plt.subplots(1, 4, figsize=(15, 4))\n", "%matplotlib inline\n", - "ds[\"corr\"].sel(beam=1, range=slice(0, 10)).plot()" + "ds[\"corr\"].sel(beam=1, range=slice(0, 10)).plot(ax=axes[0])\n", + "ds[\"corr\"].sel(beam=2, range=slice(0, 10)).plot(ax=axes[1])\n", + "ds[\"corr\"].sel(beam=3, range=slice(0, 10)).plot(ax=axes[2])\n", + "ds[\"corr\"].sel(beam=4, range=slice(0, 10)).plot(ax=axes[3])" ] }, { @@ -1509,7 +1687,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -1518,24 +1696,24 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 44, + "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
    " + "
    " ] }, "metadata": {}, @@ -1543,7 +1721,11 @@ } ], "source": [ - "ds[\"vel\"][1].plot()" + "fig, axes = plt.subplots(1, 4, figsize=(15, 4))\n", + "ds[\"vel\"][0].plot(ax=axes[0])\n", + "ds[\"vel\"][1].plot(ax=axes[1])\n", + "ds[\"vel\"][2].plot(ax=axes[2])\n", + "ds[\"vel\"][3].plot(ax=axes[3])" ] }, { @@ -1564,7 +1746,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -1590,7 +1772,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ @@ -1614,7 +1796,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 20, "metadata": { "scrolled": true }, @@ -1626,7 +1808,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -1647,39 +1829,86 @@ "\n", "\n", "\n", - "
    <xarray.Dataset> Size: 379kB\n",
    -              "Dimensions:         (time: 183, range: 28, dirIMU: 3, dir: 4, beam: 4,\n",
    +              "Dimensions:         (time: 183, dirIMU: 3, dir: 4, range: 28, beam: 4,\n",
                   "                     earth: 3, inst: 3, q: 4, time_b5: 183, range_b5: 28)\n",
                   "Coordinates:\n",
                   "  * time            (time) datetime64[ns] 1kB 2020-08-15T00:22:30.001030683 ....\n",
                   "  * dirIMU          (dirIMU) <U10 120B 'streamwise' 'x-stream' 'vert'\n",
    -              "  * range           (range) float64 224B 1.2 1.7 2.2 2.7 ... 13.2 13.7 14.2 14.7\n",
                   "  * dir             (dir) <U10 160B 'streamwise' 'x-stream' 'vert1' 'vert2'\n",
    +              "  * range           (range) float64 224B 1.2 1.7 2.2 2.7 ... 13.2 13.7 14.2 14.7\n",
                   "  * beam            (beam) int32 16B 1 2 3 4\n",
                   "  * earth           (earth) <U1 12B 'E' 'N' 'U'\n",
                   "  * inst            (inst) <U1 12B 'X' 'Y' 'Z'\n",
    @@ -2018,18 +2308,18 @@
                   "  * range_b5        (range_b5) float64 224B 1.2 1.7 2.2 2.7 ... 13.7 14.2 14.7\n",
                   "Data variables: (12/38)\n",
                   "    c_sound         (time) float32 732B 1.502e+03 1.502e+03 ... 1.498e+03\n",
    -              "    U_std           (range, time) float32 20kB 0.04232 0.04293 ... nan nan\n",
                   "    temp            (time) float32 732B 14.49 14.59 14.54 ... 13.62 13.56 13.5\n",
                   "    pressure        (time) float32 732B 9.712 9.699 9.685 ... 9.58 9.584 9.591\n",
                   "    mag             (dirIMU, time) float32 2kB 3.534 3.565 ... -197.1 -197.1\n",
                   "    accel           (dirIMU, time) float32 2kB -1.261 -1.263 ... 9.714 9.712\n",
    +              "    batt            (time) float32 732B 16.48 16.48 16.48 ... 16.25 16.26 16.26\n",
                   "    ...              ...\n",
    -              "    boost_running   (time) float32 732B 0.1267 0.1333 0.13 ... 0.2267 0.22 0.22\n",
                   "    heading         (time) float32 732B 3.287 3.261 3.337 ... 3.331 3.352 3.352\n",
                   "    pitch           (time) float32 732B -0.05523 -0.07217 ... -0.04288 -0.0429\n",
                   "    roll            (time) float32 732B -7.414 -7.424 -7.404 ... -6.433 -6.436\n",
                   "    water_density   (time) float32 732B 1.023e+03 1.023e+03 ... 1.023e+03\n",
                   "    depth           (time) float32 732B 10.28 10.26 10.25 ... 10.14 10.15 10.15\n",
    +              "    U_std           (range, time) float32 20kB 0.04232 0.04293 ... nan nan\n",
                   "Attributes: (12/41)\n",
                   "    fs:                        1\n",
                   "    n_bin:                     300\n",
    @@ -2043,7 +2333,7 @@
                   "    range_offset:              0.6\n",
                   "    declination:               15.8\n",
                   "    declination_in_orientmat:  1\n",
    -              "    principal_heading:         11.1898
  • fs :
    1
    n_bin :
    300
    n_fft :
    300
    description :
    Binned averages calculated from ensembles of size "n_bin"
    filehead_config :
    {"CLOCKSTR": {"TIME": "\\"2020-08-13 13:56:21\\""}, "ID": "STR=\\"Signature1000\\",SN=101663", "HW": {"FW": 2212, "FPGA": 169, "DIGITAL": "\\"I-3\\"", "INTERFACE": "\\"H-2\\"", "ANALOG": "\\"G-1\\"", "SENSOR": "\\"D-1(AHRS)\\"", "BOOT": 21, "FWMINOR": 11}, "BOARDSENSGET": "AV=23,NB=5,HF=1000,TTR=2.0000,TTRB5=2.0000", "PWR": {"PLAN": 1940.43, "BURST": 1937.69, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 1940.43}, "MEM": {"PLAN": 2.733, "BURST": 2.733, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 2.733}, "PRECISION": {"AVGHORZ": -9.99, "BURSTHORZ": 2.6, "BEAM5": 1.62, "AVGBEAM": -9.99, "BURSTBEAM": 1.55}, "PLAN": {"MIAVG": 600, "AVG": 0, "DIAVG": 0, "VD": 0, "MV": 10, "SA": 32.0, "BURST": 1, "MIBURST": 1, "DIBURST": 0, "SV": 0.0, "FN": "\\"S101663A007_sea_spider.ad2cp\\"", "SO": 0, "FREQ": 1000, "NSTT": 0}, "BURST": {"NC": 28, "NB": 5, "CS": 0.5, "BD": 0.1, "CY": "\\"ENU\\"", "PL": 0.0, "SR": 1, "NS": 1, "VR": 2.5, "VP": 0.0, "DF": 3, "NPING": 8, "CH": 0, "ALTI": 0, "VR5": 2.5, "BT": 0, "DISV": 0, "ECHO": 0, "RAWALTI": 60, "ALTISTART": 0.1, "ALTIEND": 30.0, "HR": 0, "HR5": 0}, "XFBURST": {"ROWS": 4, "COLS": 4, "M11": 1.1831, "M12": 0.0, "M13": -1.1831, "M14": 0.0, "M21": 0.0, "M22": -1.1831, "M23": 0.0, "M24": 1.1831, "M31": 0.5518, "M32": 0.0, "M33": 0.5518, "M34": 0.0, "M41": 0.0, "M42": 0.5518, "M43": 0.0, "M44": 0.5518}, "USER": {"POFF": 10.2, "DECL": 0.0, "HX": -48, "HY": 48, "HZ": 0}, "INST": {"BR": 9600, "RS": 232, "LED": "\\"OFF\\"", "ORIENT": "\\"AHRS3D\\"", "CMTOUT": 300, "DMTOUT": 60, "CFMTOUT": 60}, "COMPASSCAL": {"DX": 155, "DY": 778, "DZ": -486, "M11": 31481, "M12": 1726, "M13": -1109, "M21": -1955, "M22": 32767, "M23": 379, "M31": 750, "M32": -1851, "M33": 31699}, "READAHRS": "STR=\\"OSv6_a2_V5101_0.6 Oct 3 2019, SerialNumber=60004222,type=OS3DM\\"", "RECSTAT": "SS=512,CS=32768,FC=127813877760,TC=127848677376,VS=127848677376", "BEAMCFGLIST": ["BEAM=1,THETA=25.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=1,ZNOM=60.00,DIA=0.0", "BEAM=2,THETA=25.00,PHI=-90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=2,ZNOM=60.00,DIA=0.0", "BEAM=3,THETA=25.00,PHI=180.00,FREQ=1000,BW=25,BRD=1,HWBEAM=3,ZNOM=60.00,DIA=0.0", "BEAM=4,THETA=25.00,PHI=90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=4,ZNOM=60.00,DIA=0.0", "BEAM=5,THETA=0.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=5,ZNOM=60.00,DIA=0.0"], "BEAMIMPLIST": ["BEAM=1,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=2,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=3,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=4,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=5,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00"], "LISTLICENSE": ["KEY=\\"C390Y1LU32C1B\\",DESC=\\"Averaging Mode\\",TYPE=1", "KEY=\\"6F2UB3HTH2C1B\\",DESC=\\"Burst Five Beams\\",TYPE=17", "KEY=\\"R0X9JSZPH2C1B\\",DESC=\\"128GB Recorder\\",TYPE=14"], "CALCOMPGET": "DX=155,DY=778,DZ=-486,M11=31481,M12=1726,M13=-1109,M21=-1955,M22=32767,M23=379,M31=750,M32=-1851,M33=31699", "CALTEMPGET": "SC=0.99906", "CALTILTGET": "PO=0.00,RO=0.00,MAGG=1,HO=0.00", "CALACCLGET": ["AX=1.000000E+00,B0X=1.791816E-02,B1X=-1.795970E-02,B2X=6.661898E-04,B3X=0.000000E+00,A1X=1.146936E-05,A2X=7.326843E-06,A3X=0.000000E+00", "AY=1.000000E+00,B0Y=9.597497E-03,B1Y=-8.430577E-03,B2Y=9.310668E-04,B3Y=0.000000E+00,A1Y=7.215003E-05,A2Y=1.361528E-06,A3Y=0.000000E+00", "AZ=1.000000E+00,B0Z=1.290458E-02,B1Z=2.959575E-02,B2Z=2.331257E-03,B3Z=0.000000E+00,A1Z=1.164268E-04,A2Z=-2.166612E-06,A3Z=0.000000E+00"], "CALGYROGET": ["AX=1.094973E+00,B0X=-2.672331E+00,B1X=-1.493178E-03,B2X=9.496510E-05,B3X=0.000000E+00,A1X=2.702698E-04,A2X=8.100271E-05,A3X=0.000000E+00", "AY=1.080807E+00,B0Y=3.432283E-01,B1Y=7.219538E-04,B2Y=1.416728E-04,B3Y=0.000000E+00,A1Y=9.466633E-04,A2Y=-4.216283E-05,A3Y=0.000000E+00", "AZ=1.085556E+00,B0Z=-9.442614E-01,B1Z=6.433576E-04,B2Z=-1.306087E-05,B3Z=0.000000E+00,A1Z=1.430541E-03,A2Z=-7.494539E-05,A3Z=0.000000E+00"], "CALPRESSGET": "MT=1,RREF=4.5264760000e+02,RB0=7.7074756250e-01,RB1=-7.5541806250e-02,RB2=4.9886362500e-04,RB3=-1.4193179690e-07,T0=-2.4234620000e+03,T1=1.8815180000e+00,T2=-5.0111803130e-04,T3=4.7281500000e-08,ID=\\"K244314\\"", "CALPRESSCOEFFGET": ["A0=6.3850020000e+00,A1=-5.6274000000e-03,A2=1.6346411250e-06,A3=-1.6029240630e-10,B0=-2.6056009380e-01,B1=3.1699690630e-04,B2=-9.0774206250e-08,B3=8.5142393750e-12", "C0=-1.2762860000e-03,C1=1.1561740000e-06,C2=-3.5109818750e-10,C3=3.5575718750e-14,D0=3.6002040630e-06,D1=-3.3359181250e-09,D2=1.0241850000e-12,D3=-1.0446648750e-16"], "CALROTACCLGET": "M11=0.99144,M12=0.00991,M13=-0.03081,M21=-0.00921,M22=0.99564,M23=0.01131,M31=0.03451,M32=-0.01242,M33=0.98426", "CALROTGYROGET": "M11=1.00000,M12=0.00803,M13=-0.02685,M21=-0.00933,M22=1.00000,M23=0.01646,M31=0.02587,M32=-0.01599,M33=1.00000", "CALECHOGET": "CHA0=0.00,CHB0=-17.69,CHC0=0.00"}
    inst_model :
    Signature1000
    inst_make :
    Nortek
    inst_type :
    ADCP
    burst_config :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells :
    28
    n_beams :
    4
    ambig_vel :
    5.066
    SerialNum :
    101663
    nominal_corr :
    67
    cell_size :
    0.5
    blank_dist :
    0.1
    power_level_dB :
    0.0
    burst_config_b5 :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells_b5 :
    28
    coord_sys_axes_b5 :
    beam
    n_beams_b5 :
    1
    ambig_vel_b5 :
    5.066
    SerialNum_b5 :
    101663
    nominal_corr_b5 :
    65
    cell_size_b5 :
    0.5
    blank_dist_b5 :
    0.1
    power_level_dB_b5 :
    0.0
    wakeup_state :
    clock
    orientation :
    AHRS
    orient_status :
    AHRS-3D
    proc_idle_less_3pct :
    0
    proc_idle_less_6pct :
    0
    proc_idle_less_12pct :
    0
    rotate_vars :
    ['vel', 'accel', 'accel_b5', 'angrt', 'angrt_b5', 'mag', 'mag_b5']
    coord_sys :
    principal
    has_imu :
    1
    beam_angle :
    25
    range_offset :
    0.6
    declination :
    15.8
    declination_in_orientmat :
    1
    principal_heading :
    11.1898
  • " ], "text/plain": [ " Size: 379kB\n", - "Dimensions: (time: 183, range: 28, dirIMU: 3, dir: 4, beam: 4,\n", + "Dimensions: (time: 183, dirIMU: 3, dir: 4, range: 28, beam: 4,\n", " earth: 3, inst: 3, q: 4, time_b5: 183, range_b5: 28)\n", "Coordinates:\n", " * time (time) datetime64[ns] 1kB 2020-08-15T00:22:30.001030683 ....\n", " * dirIMU (dirIMU) " + "" ] }, - "execution_count": 50, + "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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    " ] @@ -3540,14 +3768,14 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 24, "metadata": { "scrolled": false }, "outputs": [ { "data": { - "image/png": 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7/vjx43j22WexZMkSSetjzxcRERERUVWlgcQTbkhXVGV3584dtG/fHnfv3oUoivDy8tKmtW/fHqtXr0avXr2wa9cubN68GTY21odO7PkiIiIiIqqiHk64IeVSU8yaNQtxcXHo27cv3n33XTg6OuqlOzo6Yu7cudi+fTvmz58vSZ0MvoiIiIiIqipRlH6pIXbv3o3vv/8eO3bswPz5842CLwAICwsDAEREREhSJ4cdEhERERFVVZztsNTs7e0xdepUs3lu3boFALh7964kdTL4IiIiIiKqokRRhChhb5WUZVV2AQEByM/Ph0KhMJnnyy+/BAAEBgZKUieHHRIRERERVVUaFaCWcNGoKnqPys2oUaMwffr0YtM0Gg3efvttbNq0CYIgYMyYMZLUyZ4vIiIiIqKqSur7tGpQz9e0adPQr18/tGjRAoMGDUJ6ejqWLl2KS5cuYcuWLbh9+zYAoF27dpg5c6YkdTL4IiIiIiKqojjssPTkcjl27NiBjz/+GN9++y3S0tIwZcoUbbqDgwMmTZqEBQsWmB2aWBIMvoiIiIiIqipOuGEVGxsbzJ07F++//z5OnjyJ27dvQ6VSwc/PD61atYKTk5O09UlaGhERERERlR+NKPFDlmtOz5cuW1tbtGnTBm3atDFKW7FiBcaPHy9JPZxwg4iIiIioiuJDlstWSkoKPv74Y2RmZkpSHnu+iIiIiIiqKhEST7ghXVGVXUhIiNn0goICJCcnQ6lU4rvvvsOsWbOsrpPBVwl8uecy/L09UMfTEXW9nBDs4Qh7W3lFN4uIiIiIaiqNunCRsrwa4ubNmxbn/eqrrxh8lbefD9yAYJegt87Pzb4wGPN0Qj0vJ4T6OiPUxwUB7g6QyYQKaikRERER1QSiRoQo4X1aUpZVFaxatQrt2rWDXG7coZKWloY333wTX3zxBWrVqiVJfQy+SmDik/UQnyfD7ZQc3EzORma+CvfS83AvPQ+Hr6fq5bW3laGBT2EgVvh/Z4T6uiDYwxFyBmVEREREJAXOdlhqTZo0wfPPP28yvU6dOnjrrbcwfvx47Nu3T5I6GXyVwGs9HoOrqyuAwmcg3M9R4mZKNm6lZONmcg6uJ2fjSkImridlI0+pwdm4DJyNy9Arw85GhhAvJ4T6uhQGZD7OCPV1Rh1PJ9jKOf8JEREREZUAH7JcamfOnHlknj59+mD8+PGYMWMGli9fbnWdVTb4ioyMxLx58zB58mSMGzfOZL4TJ07ggw8+wPnz5yGXyzF48GB8+OGHcHBwsKp+QRDg4WQHDyc7PB6s3w2pUmsQez8XVxIycSUxC1cTs3AlMRNXE7OQp9TgYnwmLsbrz5hiIxNQ18tJG5A1eBCc1fNy4n1lREREROVIpdYgT1lF7n2S+CHLpQ2+du/ejY8//hhnzpyBnZ0devfujc8//xwBAQHF5i/pNXpBQQEWL16MFStWQKVSITAwEB9//DE6d+5cqvZaKj8/Hzk5OdiyZUvNDL42bNiARYsW4ejRowCAyZMnm8y7fft2DB06FPPnz0dkZCTS09PRr18/dO/eHXv27JH8oWkP2chlqOdVeA9YryZF6zUaEXFpubiSmIkrCVm4kli4XE3IRHaBGlcfBGq7dMqSCUAdTyedoYuFQxnrezvDwY5BGREREZE5ao2IlOx8JGbkIzEz78H/85GUmY+cAjVylSrkFqiRkafC/ewCpOYUID1XiXGtfCu66ZbRaAoXKcsroYiICIwbNw7+/v4QRREpKSlYs2YNDh8+jDNnzsDR0VEvf0mv0fPz89G3b18kJCRgz549CA4OxsaNG9GjRw+sXr0aQ4cOLdWuRkdHm01PTU3FihUrkJmZCX9//1LVYajKBV+tWrVCdHQ0mjVrhitXrpjMFxsbi1GjRqFbt26YMWMGAMDNzQ3Lly9HWFgY3n77bfzf//1feTUbACCTCQjycESQhyO6NSr6QouiiHvpeYXBWELmg56ywr8z8lS4kZyNG8nZ2HO+aLIPQQCCPRzR1N8NTQJc0cTfDU39XeHprCjXfSIiIiIqTxqNiPs5BUjOKkBKVj6SsvKRnFWA5Kx8JGfm4/6D4Ck9V4m0HCVSsgugLsUkEvezC8qg9WVAlDj4KuE9X7dv38a3336LmJgYtGjRAqIo4scff8S0adNw/fp1LFu2DNOnT9fmL801+syZMxEVFYUjR44gODgYADB06FBs3boV48aNQ6tWrVCvXr0S72rXrl0hCObnYnjYq/j++++XuPziVLng6+F8/OHh4WaDr7lz5yIzM9PoadQNGzZE69atsWTJErz66qsICwsr0/ZaQhAE+Ls7wN/dAV0e89auF0URSZn5RUFZUhauJBT2jqVkF+BWSg5upeQg8sw97TZ+bvZo4u+GJv6uaBrghqYBrqjtav/IDxYRERFRRcpTqpGU+bBXKk/n73y9v5Oz8qEqYTAlEwBPZwV8XBTwdbWHj4sC3i4KOCts4GAnh72tHC4KG+0tJR5OdhCUufi6jPZVSqLEww5LWtZff/2FnTt3wsfHB0Dhde2UKVNw8OBBrFy5EpcuXdLLX9Jr9Js3b+L7779H48aN0aZNG71txowZg7Vr12LWrFlYt25dSXcVAODp6YmwsDDIZPpzLwiCAAcHB9SpUwdDhgxBt27dSlW+oSoXfD1kb29vMk2pVGLjxo0AgA4dOhilt2vXDkePHsWyZcuwaNGiMmujtQRBgI+rPXxc7dGxgZdeWkpWPi7cy8S5u+k4ezcD5+LScT05Wzv74t4LRb1knk52aB7ohpZBtRAe7I4WQe5wc7At790hIiKiGkoURSRm5uNWSg5Ss/ORlqNEWq4Sd9NycT0pG9eTsnA3Pa9EZbo72sLLWQEvZzt4ORcGU17OCng42cHNwVa7eLso4OlkB5sSTmyWkZFfovwVpoIn3DAMoh5q164dVq5ciZYtW2rXleYaff369VCpVMXmb9u2LQBg69atSElJgaenZ4nabmdnh9OnT6N27dol2s4aVTb4MteTs3//fmRkZEChUBR7k1+zZs0AAFFRUWXWvrLm6azAk6EKPBlaFJRl5imLArK4DJy7m44rD3rJoi4lIepSkjZviLcTWga5Izy4FlrVqYXHfF04BT4RERFZRanW4FpSFq4lZuNaUhauJ2XhenI2ridlIytf9cjtFTYy+Lgq4P0gmPJxsYe3y8O/i9Z5ONnBzoazRAOoFPd8FSc+Ph4NGjTAqFGjtOtKc40eGRkJoGj0my4PDw8EBAQgLi4OBw4cwIABA0rUxk6dOmHJkiUYM2YM6tevX6JtS6vKBl/mnDx5EgBMzq7i7u4OoHB6SbVaXexD1aoiF3tbtKnngTb1PLTr8pRqnL+XgVOxaYiJTcPJ22m4nZrz4FembGw5EVe4rcIGj9ephbYhHujUwBtN/F35kGgiIiIqVp5SjdupObidkoNbqTm4kpCJs3fTcTk+CwXq4i/e5TIBgbUc4OWsgLuDLdwcbeHjYo8QbyfU93ZGiJcT3B1teatECVX0sMPiZGRkYOfOndiyZYveZBuluUZ/uE1gYKDJbeLi4hATE1Pi4Ovq1av4+++/cfnyZaxZs6ZE25ZWtQy+kpIKe3gevoGG3NzcAAAqlQrp6enw8PDQS8/Pz0d+flFXc0aG/rO6qhJ7WzkeD66lNx1+SlY+Tt1JQ8ztNJy4nYaTt+8jM1+Ffy4n4Z/LSfgcl+DhZIcO9T3ROdQbT4Z6wd/duqn5iYiIqGrKU6px7m4GTt9Jw5k76Tgdl45rSVkmR6e52Nsg1McZId7OCPF2QoiXMxr4OCHYw4m9VWVBhMTDDgv/Z3j9q1AooFA8emK3y5cvY8yYMZDL5VAqlXppJb1Gd3R0RFZWlkXbJCcnP7JthuRyOQRBMDt7+kPp6enauqxRLYOvlJQUADCa1vIh3Rvq8vKMxxcvWLAAc+fOLZvGVQKezgp0a+SrnXFRpS589tixm6k4cDUFh6+nIDW7ADtO38OO04WTedT3dkKnUG90CvVCuxBPOCmq5UeHiIioRlOqNbickInTd9Jx+k4aTsWm41JCZrGzBbrY26COpyPqeBQ+XufhZF+BtRzYe1Weyuier6CgIL3Vc+bMwYcffmhys/T0dHz00UdYvnw50tPTARTek7VmzRrtVPAlvUbPzc3Vvn7UNsVd0z/KsmXLMHr0aISHhz8yb2hoKBITE0tch6FqeQVtZ2cHwHS3aUFB0dShhr1eADBr1izt1JdAYeRv+AGsTmzksgczI7phfMd6UKo1iIlNw/4rydh/JQmnYtNwLSkb15Ky8cvBm7CVCwgProXOoV54MtQbzQLceL8YERFRFSOKIm6m5CAm9j5OxRYGW+fuZiBfZTxs0MvZDs0D3dE80A3NAwuvGbydFQyyKgFRrYFoYqhnacsDCqeEd3V11a5/VK+Xm5sbFi1ahAULFmDTpk145513EBcXhwkTJqBbt27w9PQs8TV6ZmZmUbsesU1x1/SPEhISgp9//hnjxo3DlClTip0FPScnBytWrNAGjtaqlsHXwxlLsrOzi01PS0sDADg5ORU7a6Kl3arVla1chtZ1PdC6rgdm9HwM6TlKHLqejOgryfj3SjJup+bg6I1UHL2Rii/+vAw3B1t0beiNgS390SnUG7YlnE2IiIiIykeBSoPjN1Ox50IC/rqQiNupOUZ5XBQ2aBbohuaB7mgR6IbmQe7wd+NjayqtMur5cnV11Qu+LGVnZ4fnn38enTt3RrNmzZCWlobIyEiMHTu2xNfotra2sLOzQ0FBwSO38fLyKjbdnNatW2uHK27btq3E25dGtQy+mjdvDgC4e/dusekJCYXTsOtOfUmmuTnaok9TP/Rp6gcAuJWSre0VO3gtBem5Svwecxe/x9yFh5Md+jXzQ8/GvmhTzwP2ttVjMhMiIqKqKDNPiSPXU/Hf7fv479Z9nL6ThjxlUS+JnVyGpgGuhYFWUGHAVc/TiZNuVSUVPNW8KYGBgZg8eTI+//xz7TV5Sa/R5XI5GjdujJiYmDK5rn/55Zfx4Ycfwt7eHp6enrCxMQ6NNBoN4uPjoVI9erZOS1TL4Oupp56CnZ0dEhMTkZycbBQJX716FQDQt2/fimhelVfH0wl1PJ0wul0dqB4MUSy8P+wukrMKsPLwLaw8fAsOtnJ0bOCJHmG+6NvUD26OfLYYERFRWRJFEWfi0rHvUhL2X0nCidtpRvdreTnb4amGPujR2BdPNvDifdxVnKgRIZbwodOPKk8qTz75JD7//HP4+RX+gF+aa/TevXsjJiYG586dMyo/OTkZ6enpcHJyQqdOnUrcvpdffhk//fQTzp8/DxcXF5P5Lly4gBYtWpS4/OJUy2+bq6srhg8fjpUrVyI6OhrPPfecXvqhQ4cgk8kwbNiwCmph9WEjl6FVXQ+0quuB9/uF4cC1FOw8fQ9RlxKRmJmPvRcSsfdCIj74/Sy6POaDgS390bWhN1zsGYgRERFJQaXW4NjN+/jjXDz+PBdv9LDiup6OaFvPE0/UqYXH69RCiBd7tqqVStrzBRROwqFQKNC7d28ApbtGnzBhAhYuXIjo6Gij8g8dOgQAGDx4cKluGfL09MSsWbPMBl4AUK9ePUyfPr3E5RenygZfD7v+1Gp1selz5szBli1b8Ouvv+q9sWfPnsWJEycwefJkhIaGlktbawobuQxdHvNGl8e8IYoizt/LwN8XEhF55h4uxmdi74UE7L2QABuZgFZ1a+Gphj7oHuaLBj7OFd10IiKiKiUzT4l/Lidh7/kERF1KQnpu0ZTeDrZydH7MC10e80GnUC8EeRQ/SxxVE5U4+Fq5ciVmzpypvdcLKPk1emhoKCZPnowlS5YgJiZGb3hhREQEHBwcMGfOnFK1r2fPntizZ88j8y1atAhTp04tVR2GBFHKp7KVk9zcXLRt2xZnzpzBxIkT8dNPPxWbb/Xq1Rg3bhxWrFiB0aNH4/bt2xgwYACcnZ3x559/mpyy0lBGRgbc3NyQnp5eqhsPCbgUn4ltp+Kw80w8biTr3zDZqLYL+jf3Q7/m/qjn5VRBLSQiIqrc7tzPwV8XErH3QgIOX0+BUl10CefuaIseYb7o3aQ2OoV68Z5rCVT267+H7dv97lg4KewkKzc7vwB9Pv3V4v1+5plncOLECUyaNAmvvPIKvLy8kJGRgbfffhsODg5YvHix3hTyQMmv0bOzs9GlSxfY2Nhg586dqFWrFr777ju89dZbWL16NYYMGVKqfQ0NDcWVK1csyvv8889L8iDmKhd8jRgxAtu3b0dOTtHsPB4eHpg3bx6mTJlilH/Pnj2YM2cO4uPj4ejoiPHjx+PVV1/VTnVpicr+5atqbiZnY9+lRPx9KQkHryZDpTO2uIm/K/o190P/Zv4I9uQvdUREVHNpNIX3bxWOHEnEhXv6D70N8XZCzzBfdA/zxePB7rDhbMOSquzXfw/bt+vtMZIHX30XrrR4v7/++mssWrQId+/ehYODA1q2bImGDRti0qRJaNu2rcntSnqNnpmZiQ8++ADbtm2DTCZD06ZN8dFHH2kn8bDErVu3cOvWLe3rUaNGYc2aNSansQcKnx924MABLF68WG/q+9KqcsFXRajsX76qLC2nAH+eS8COM/dw4Gqy3k3BzQPd0K+ZH/o190NgLQZiRERU/eUp1Th4LRl7zifirwsJSMzM16bJBKBVHQ/0aFw4bL++N4ftl6XKfv2nDb7eGi198PXFqkq739aIjY3FZ599hp9++qnEsxc+9dRT2Lt3r9VtYPBlgcr+5asuUrML8Me5eOw4fReHrqVAd7KdlkHu6N/cD08384O/u0PFNZKIiEhieUo19l1KxPbT9/D3hUTkKovuZ3eyk6NLQ2/0CPPFUw19UMtJuotsMq+yX/9pg683R0kffC1aXWn3Wwr79u3Dc889h/z8fLRp08ZkPkEQ4ODggCZNmmDmzJnw9PS0uu4qO+EGVT8eTnYY2SYYI9sEIzkrH7vPFgZiR26kIiY2DTGxafgk8gKeqFNLG4j5uho/JJuIiKiyy1Oq8c/lJESevoe9FxKQU1AUcPm72aN7mC96NPZFuxAPKGx4/xaZJoqi2WFzpSmvuuvatSv27t2LF154AVFRUeVaN4MvqpS8nBUY3a4ORrerg8TMPOw6E4/I0/dw7FYq/rtV+KDIj3acR+u6Hujf3A99m/rB26XkU4wSERGVl3yVGvsvJyPyzD3sOZ+ArPyiYU8B7g7aHxabB7pBEDgVPFlIIwISPptL0rIqsccffxyLFi0q93oZfFGl5+Nijxc61MULHeoiPj0PO8/cQ+SZe/jv1n0cvZGKozdS8eG2c2hbzxP9mvuhb9Pa8HRmIEZERBWvQKXBgavJ2HH6Hv48H4/MvKKAy8/NXntvc8sgdwZcVCqVeKb5Sq9Xr17lXieDL6pSarvZ48Un6+HFJ+shLi0Xu87cw47T9xATm4ZD11Nw6HoK5mw7h/Yhnujf3A+9m9Tm+HgiIipXSrUGB6+lIPL0XfxxLkHvGVy+rgo83cwP/Zv7ITyoFh92TNZj9FWlMPiiKivA3QETO4VgYqcQxKbmYOeDQOxMXDr+vZqMf68m4/3fzqJXE1+MblsH7et78ldFIiIqEyq1BoevpyLyzF3sPhuP+zlFAZe3iwJPN62N/i388UQwAy6SlqgWIaolvOdLwrLIGIMvqhaCPBzxUpf6eKlLfdxKyUbkmXvYceoezt/LwM4z8dh5Jh4hXk4Y0SYIA1sGcKIOIiKymloj4siNFOw4fQ+7z8YjNbtAm+blbIc+TWujf3N/tK7rATkDLior7PmqUhh8UbVTx9MJ07o2wLSuDXDhXgZWH7mFrSficD05G/N3XsSCXRfRsb4XBoUHoE/T2nBW8GtARESWu5GcjXXHbmPzf3FIzip6DpeH04OAq5kf2tTz4EOPqVwUxl5SznYoWVFUDF51UrUW5ueKTwY1w7t9w7At5i62nLiD47fu6wxLPIOejWvjufAAPBnqBVv+Q0lERMVIycrHXxcTseXEHRy+nqpd7+5oiz5NaqNfcz+0D/FkwEXlT3ywSFkelRkGX1QjOCts8HzbYDzfNhi3U3Lwe0wctp4s7A3bfuoutp+6C08nOzzTwh+DwgPQgtP8EhHVePfSc7H1ZBz2nk/Aydg0bY+ATAC6POaNEW2C0a2RD3+4owrF53yVj7CwMFy4cMHqchh8UY0T7OmIV7uH4pVuDXAmLh1bT8Zh+6m7SM4qwC8Hb+KXgzcR4uWEkW2CMbRVINwdOVsiEVFNoVRr8PfFRKw7ehv/XE7Se+RRE39X9GpcG0NaBSLA3aHiGkmkSwSgkbi8GiYhIQGxsbHIzc01Cj6VSiX279+Py5cvS1IXgy+qsQRBQPNAdzQPdMf/ng7D/qvJ+O1kHP44F4/rydmYt/MCvvjzEga29MfINsF8BgsRUTV2Mzkb647FYtN/d/Tu42pbzwPPtPBH9zAf+Lkx4KLKR9RoIGqki76kLKuyS0xMxJgxY7B3795yq5PBFxEAG7kMTzX0wVMNfZCVr8L2U3fx66FbuHAvAxuO38GG43cQ4O6Avk1r4+nmfghnIEZEVOXlKdX441w81h69rXcfl5ezHQY/EYjhrYIQ4u1cgS0kejROdlh6L774Ivbs2QNBENCoUSN4eXlBJtMfRiyKIi5cuIDk5GRJ6mTwRWTAWWGDkW2CMaJ1EP67dR+rDt/Cn+cTEJeWi2X/3sCyf28gxNsJw1oF4bnHA+DjwmnriYiqClEUce5uBjb9dwdbT8ZpH4AsPLyPq3UQuof58j4uqjoYfZXavn37IAgCoqKi0LlzZ5P5kpOTERwcLEmdDL6ITBAEAa3qeqBVXQ/kKdXYdykJO8/cw57zCbielI1Pd13Ewj8u4amGPhjeOghPNfTmLFdERJXUxfgM7Dh1D5Fn7uFGcrZ2vb+bPYa1DsLQVkG8j4uqJFFTuEhZXk3h7++PvLw8s4EXAHh5eeG9996TpE4GX0QWsLeVo0/T2ujTtDay8lXYceouNhyPxYnbadh7IQF7LyTA20WB5x4PwODHA/GYr0tFN5mIqMZLz1Hi91NxWH8sFufuZmjXK2xk6Nao8IezTqHefAAyVW2car7U3nzzTcyYMQM5OTlwdHQ0m7d169aS1CmInE/ykTIyMuDm5ob09HS4urpWdHOoErmSkIkNx2Ox5UQcUrILtOsb+7liULg/BrYMgK8rhyUSEZUXURRx+Hoq1h27jV1n41GgKvwZ304uQ9eG3ujX3A/dw3zhrODvz2ReZb/+e9i+LWOfhZOdrWTlZhco8dyvWyvtfkvtrbfegkKhwLx580zm0Wg08PLyQmpqqsk8lmLwZYHK/uWjiqdUa/DXhURs+u8O/rmcCKW68Gsllwl4qqEPnm8bhC6P+fDXVSKiMpKclY/N/93B+mOxuK4zrLBRbRcMbx2EQS0DUMuJjw4hy1X26z9t8DWmDIKvlTUn+MrKysKoUaPQoEEDuLm5GaWr1WocO3YMf/zxB9RqtdX18WcfIgnYymXaYYn3swuw8+w9bDkRh/9u3dcOS/Rzs8fQVkEY3pr3FRARSUGjEXHwWgrWHruNP8/Fa3/4crKTY0DLAIxsE4RmAW6cnZaqNVEjQtRI+JBlCcuq7I4dO4aBAwciISEBQPEPmBYEAaIoSnYeYfBFJLFaTnYY1bYORrWtg6uJmVh7NBZbTtzBvfQ8fPPXFXz795UHM2oFo3uYD2fUIiIqocTMPGw8XtjLdTs1R7u+RaAbRrYJxjMt/OHEYYVUQ3DCjdKbOnUq4uPj4enpiUGDBsHf399oqnmNRoP9+/fjn3/+kaROnpmIylADHxd80L8x3unTEH+cS8C6o7dx8FoK9l1Kwr5LSfB2UWDoE4EY0ToYwZ7mb/QkIqrJ1BoR+68kYd3RWOy9kADVg1/nXRQ2GBQegBFtgtDE33jIEFG1J4rF9thYU15NceHCBcjlchw6dAgNGjQwmU+tVsPLy0uSOhl8EZUDhY0cA1r4Y0ALf9xMzsa6Y7HY9F8skjLz8X/7ruH/9l1DxwaeGNkmGD0b+0JhI6/oJhMRVQrx6XnYeDwW647FIi4tV7v+8WB3jGwTjH7N/eBox8sZqsE422GptW/fHlevXjUbeAGAXC7Hxo0bJamTZyuiclbXywnv9m2EGT0fw18XErD2WCz2X0nCgaspOHA1BR5OdhjWKgjjOtRFbTfOlEhENY9aI+Kfy4lYcyQWf19MwMNbUFztbfDc44EY2SYYDWvzkR5EAJ+xbI3FixejS5cuiI2NRVBQkNm8R44cQY8ePayuk7MdWqCyz3ZDVV9sag42Ho/F+uOxSMjIBwDYyAQMaOGPiZ1C0Nifnzsiqv7i0nKx4VgsNhyPxb30PO36NnU9MLJtEPo29YO9LUcGUPmo7Nd/D9u3cdgAONpKN9thjlKJoRu2Vdr9ltp///2HFStW4LvvvjOZJy0tDUFBQcjMzLS6PvZ8EVUCQR6OmNGrIaZ3D8XfFxOx/N8bOHIjFVtOxmHLyTiEB7tjROsg9Gvuz2fTEFG1olJr8PfFRKw9ehv/XE7S9nLVcrTF4McDMaJNEBr4sJeLyBT2fJVer169oFKpcPfuXbRp0wbOzs5GeVQqFa5evYqcnJxiSig5XsURVSI2chl6NamNXk1q4/SdNPy0/wZ2nrmHk7fTcPJ2GuZuP49B4QGY1CkE9bycKrq5RESlFpuag/UPerkSM/O169uHeGJk22D0bsL7X4ksIapFiDIJp5pX15zoKyAgABERERbllWqqeQ47tEBl73am6i0xMw9bTsRhg86DQwUB6Nu0NqZ0qY/mge4V20AiIgsp1RrsPZ+ANUdv49+rydpf2D2d7DCkVeHMr/xhiSqLyn7997B96559RvJhhyO2bq+0+y2lGzduoFmzZli4cCHq168PhUJhlEepVCI6Ohrz5s3jQ5aJagIfF3tM6VIfL3UOweHrqfhp/3X8fTERO8/EY+eZeDQNcMWQxwMxoGUAPJzsKrq5RERGLsZnYOuJOGw+cQfJWQXa9Z1CvTCyTTB6hPnCzobPPCQqDQ47LL169erh1VdfxYQJE2BnZ/oaqkePHli/fr0kdbLnywKV/ZcPqnkuxmfgx3+uY/upu9pn3djKBfRqUhsTn6yH8OBaFdxCIqrpUrMLsOXEHWw5EYfz9zK0671dFBjWKhDDW/H5hlS5Vfbrv4ftWztQ+p6vkb/XjJ4voLBny1bC4/co7PkqgduXrsHl4Y14ZoZ9CjD9650Ijel8gu7YdoPHi+vEyKJhmn4FeuqEhZrOS1VWo9qu+HJ4S3zQvzG2xcRh04k7OBuXgcjT9xB5+h5a162FiZ1C0L2RD2zk/DWZiMqHRiPi0PUUrD16G3+ci4dSXfTjULdGPnju8UB0a+QDW56XyIwB3vrTeavEouueAlF/2JdK58JHaZCm0UkzvHLSvYxTC/oXT6JYeCGuFlWWNrlCiRI/ZLmm9cvY2tpCFEX89ttviIyMxO3bt+Hq6opmzZph2LBhCAsLk7Q+Bl9EVZiHkx3GdayHcR3r4fzdDPx84AZ+j4nDsZv3cezmf/B2UeDZ8AAMfjyQz8QhojKTmJmHjcfvYMPxWNxKKZoRrHmgG4Y+EYj+zf1Ri8OiicoEhx1a5+bNmxgyZAhOnjwJoCj43LJlCz766COMGjUKX3/9NWrVkmZUEYMvomqisb8rvhjaAm/3boiIgzex7lgskjLzsTT6OpZGX0eLIHeMbhuMZ1r48zk5RGQ1tUZE9JUkrDt6G39dSNQOgXZR2GBQeABGtAlCE3+3Cm4lUQ0gwmjkk9Xl1RD379/XPmRZoVCgQ4cOCAsLQ61ataBSqRAbG4u9e/fi6aefRlRUFOzt7a2uk8EXUTXj62qPd/o0wus9HsO+S4nY9N8d/H0xEadi03AqNg2fRF7A0CcCMbRVEHvDiKjE4tJyselBL1dcWq52/RN1aj14HqEfHO14eUFUXjRqQCPhSF6N9RP6VRkff/wx4uPjMXv2bLzxxhtwczP+wSg/Px8vvvgivvnmG7zzzjtW18mzI1E1ZWdT9Myw5Kx8bDgei9WHbyMuLRfL/r2BZf/eQBN/Vzz3eCAGtPCHt4vx9KpERACQnqvErjP3sPVkHI7cSNWud3OwxXOPB2Bkm2A85ssfc4gqAocdlt7vv/+OX375BSNHjjSZR6FQYOnSpejcuTODLyKyjJezAtO6NsBLnetj36VErDsWi32XEnHubgbO3T2P+TsvoMtj3ng2PAA9G/tyWCIRIV+lxr5LSfjtZBz+upCIAnXRlAXtQjwwonUw+jStzfMFUUVj9FVq+fn5ZgOvh5ycnJCeni5JnQy+iGoQuUxA9zBfdA/zRWp2AXacvostJ+IQE5uGvy8m4u+LiXBR2KBfcz88Gx6A1nU9IJNJ80R3Iqr8NBoRx2/dx9aTcdh55h7Sc5XatMd8nfFseCAGtPRHgLtDBbaSiHQx9io9Ly8vaDQayGTmx21GRUUhMzNTkjoZfBHVUB5Odhjbvi7Gtq+La0lZ2HoiDltPxiEuLRfrjsVi3bFYBNZywHPhAXj28UDU83Kq6CYTURm5mpiJrSfj8NvJu3r3cfm6KjCoZQAGtgxAmJ8LBIE/xhBVNgy+Sq9Tp0744osvTA4nFEURGzduxLRp09C9e3dJ6mTwRUSo7+2Mt3o3xIyej+HozVRsOXEHO8/E4879XHzz91V88/dVhAe747nHA/FMcz+4O3LKaKKqLj49DztO38VvMXE4G1f0EGRnhQ36Nq2NZ8MD0DbEE3L2fhNVagy+Sm/mzJl44oknsHv3bjz77LOoW7cuBEFAXFwcLl26hA0bNuDevXtQKBSYM2eOJHUy+CIiLZlMQLsQT7QL8cTcAU2x50ICtpy4g+jLSTh5Ow0nb6fho+3n0L2RL559PABPNfSBnQ0flkpUVdxKycbus/HYfS4eJ2+nadfbyAR0beiNQeEB6BHG+z6JqhJRBETDp0hbWV5NERgYiJ07d2LEiBF47bXXjHr3RVGEu7s71q1bh8aNG0tSJ4MvIiqWg50cA1r4Y0ALfyRm5mFbTOH9YefvZWD3ucKLt1qOtnimhT+eezwQLQLdOCSJqBJKyynA9tP3sOXEHb2ACyicHn5QeAD6NfODBx+CTFQlsefLOk888QTOnDmDn3/+GWvXrsX58+eRk5OD+vXr45lnnsEbb7wBHx8fyepj8EVEj+TjYo+JnUIwsVMILtzLeHBvSBwSM/Px66Fb+PXQLYR4O2FsuzoY0ioIzgqeWogqUoFKg38uJ2HLiTt6MxXKBKBdiCf6Ni18DIWvq/UPDCWiisXgq/Ryc3Nx+PBhdOzYEdOmTcO0adPKvE5eIRFRiYT5uSLMzxUz+zTCgavJ2HLiDnafi8f1pGx8uP08Fv15GcNbB2FM+zqo48lJOojKi0Yj4sTt+9h+6i62n76H1OwCbVqYnysGPx6AAS384cOAi6haYfBVen369MG///6LCRMmYOnSpeVSJ4MvIioVuUxA58e80fkxb2Tlq7D1ZBxWHLiB60nZ2oc4t6nrgcFPBODpZn5wsbet6CYTVTsPA64dp+9h99l4xGfkadO8XRQY1NIfz4YHorG/awW2kojKlPhgkbK8GuLcuXMACocelhcGX0RkNWeFDca0q4NRbYLxz5UkrDhwE/uvJOHozVQcvZmKOdvOoW9TPwx+PBDt63P2NCJraDQi/rt9H5HFBFwuChv0bOyLZ1r6o1MDL9jIOSEOUXXHnq/Smz17NubMmYPJkyc/Mm+PHj2wd+9eq+tk8EVEkpHJBDzV0AdPNfTBvfRcbD0Zh03/3cH1pGxsPVn4HDF/N3s8+3gABj8eiBBv54puMlGVoFJrcPRGKnadjccf5+KRmJmvTXNR2KBnE1/0a+aHJ0O9oLDhTIVENYrEwVdpe75EUcTSpUvxf//3f7h06RIcHR3RqVMnfPDBB2jVqpXJ7Vq2bIlTp07prRMEAWfOnEGTJk301hcUFGDx4sVYsWIFVCoVAgMD8fHHH6Nz586lavP06dPh7e2NV199FXPnzoWnp2ex+Xbu3ImoqKhS1WGIwRcRlQk/NwdM69oAU7vUR0xsGjafuINtMXdxNz0P30ddw/dR1/B4sDuGPBGEAS39OUkHkYEClQYHriVj95l4/Hk+HvdzlNo0F/vCHi4GXESk0RQuUpZXGi+99BJ++uknAIBcLsf9+/exbds27Nq1C+vWrcNzzz1ntM3OnTuNAi+g8F4sw8ArPz8fffv2RUJCAvbs2YPg4GBs3LgRPXr0wOrVqzF06NAStzksLAz5+fnIzs7Gr7/+Ci8vL6M8OTk5SEpKKnHZpvBqh4jKlCAICA+uhfDgWni/X2PsvZCAzf/dwT+Xk3DidhpO3E7DvMjzGBgegNFt6/DeFKrR8pRq/HM5CbvPxmPvhQRk5qm0aR5OdujV2Bd9mtZGh/pefMYeEQGoHMMOd+3aha1btyIiIgLPPvssHBwcEBkZiUmTJiEpKQnjx49H586djYKbBQsWYN26dWjRooXe+uKmdp85cyaioqJw5MgRBAcHAwCGDh2KrVu3Yty4cWjVqhXq1atnso0xMTGwtbXVC+qefPJJLF++XPs6KyvL5PZSPU5HEMWaNLKzdDIyMuDm5obTR47DxblwmJQgFP2jJ2rUevkFmc4/iIYPa9P5OcHoTdQp0/iTb/ptMvsW6qTptQuARlU0bMWwnebIbBRFfwsGkyjo7oNhm3XaIor6x0zUzWvmSYEatVLvte6x1yhz9dLUBdkmy2nYvpvJNCofiRl5+C0mDuuOxeJ6UtF7Febnip5hPujR2BdN/d0g4/1hVM1l5asQdTERu8/GI+pSInIKis5rPi4K9G5SG32b1kabeh68h6uSau/RQe+17r9ihu+Y+TRRJ830uc/wX33BTJqpfIZ5Deszd+aVG7XcRD6Dawsbne00Bi3VzWlYvkynHJXBNYJa54gWGKSJ5q6dTJQBACqhsCdZLapw6v4RpKenw9W18v0w+PD69If2/eBgI92kVrkqJaYeiizRfg8fPhyzZs1Cy5Yt9db/9ddf6NGjBwBg+fLlePHFF7Vp+/fvx9tvv43Dhw8/svybN28iNDQUjz32mHaSjId27dqFp59+GsOHD8e6deuK3f7vv/9Gnz594OHhgfj4eO36ixcv4oknnsBvv/2GkJAQ2NgY90tpNBr8/fffmDx5MtRqtVF6SbHni4gqhI+rPSZ3ro9JnUJw6HoKVh+5jT/OxuPCvQxcuJeBb/6+Ch8XBbqH+aBHmC86NvCCvS2HVlHVJ4oiriZm4cDVZPx7NRnRV5JRoCq6+Atwd0CfpoUB1+PBtfgDBBGZVRl6vjp16mQUeAFA9+7dER4ejpMnTxoN3Zs/fz58fHwQGRmJbt26wcHBwWT569evh0qlQocOHYzS2rZtCwDYunUrUlJSir1v68MPP4RKpcKECRP01jdq1AijR49Gz549ze7fhAkTtEMqrcXgi4gqlCAI6FDfCx3qeyE1uwB/X0zEXxcSEH05CYmZ+Vh7NBZrj8bC3laGJxt4oUeYL7qF+cDHhc8qoqrjzv0cHLyaggPXknHwWgqSdCbMAIB6Xk7agKtZgJtkw1uIqPqrDMHXK6+8YjItNDQUJ0+eRJ06dbTrYmJisHv3bgDA9u3b4eLiggkTJmD27NmoVauWURmRkZEAgJCQEKM0Dw8PBAQEIC4uDgcOHMCAAQOM8sTExGDJkiVGsxouXrwYP/74o0X7+PPPP1uU71EYfBFRpeHhZIchTwRiyBOByFepcfh6KvaeT8BfFxJwNz0Pey8kYu+FRABAi0A39AjzRfcwX4T5ufBilSqV5Kx8HLqWgoPXknHgagpup+bopStsZGhd1wMdGniiWyMfNPTlZ5iISqesgq+MjAy99QqFAgqFopgtzEtOToZCoUCfPn206/7++2+Eh4cjNjYWycnJyMzMxFdffYXNmzdjx44daN68uV4ZJ0+eBAAEBgYWW4e7uzvi4uIQExNTbPBVv379YqeTX7JkCWbMmGHRfgwaNAiXL1+2KK85DL6IqFJS2MjR5TFvdHnMGx8NbILz9zLw14XCXrFTd9K1y6I9lxHg7oAuDb3RqYEX2tf3hLujXUU3n2qYzDwljt5IxYGrhQHXxfhMvXS5TECLQDd0bFDYyxse7M5htEQkibIKvoKCgvTWz5kzBx9++GGJysrJycGhQ4cwceJEuLu7a9fPmDEDM2bMgCiKOH36NBYsWID169cjNjYWvXr1wokTJ+Dv7w8AyMvL006EoVuGLjc3NwCFgV5xOnbsiGvXrqF+/folav9D8fHxiI2NLdW2hhh8EVGlJwgCmvi7oYm/G6Z3D0VCRp52eOL+K8mIS8vFmiO3sebIbQgC0DzADd3DfNGDvWJURvKUapy4fV87lPD0nXSoNfpXP41qu6BjAy90bOCJNvU8+TgFIioTZTXVfGxsrN6EG6Xp9Vq2bBlcXFzw0UcfFZsuCAJatGihnYr++eefR0JCAmbPno1ly5YBAFJSUrT5HR0diy1H9mBSuby8vGLT3333XXTq1AkNGzaEp6cn7OzsIAgCEhMT9SYBKU5mZiYOHjyIgoKCR+6vJfgvARFVOb6u9hjZJhgj2wQjt0CNg9eSsf9K4eQFVxOztL1iix/0inVt6I2ODbzQPsQTtZzYK0Yll52vwonb93HkeiqO3khFTGwaCtT6Vzt1PR3Rvn5hsNUuxBNeziW/UCEiKikREvd8Pfi/q6urVbM8pqSkYN68eYiIiICHh8cj8w8bNgz37t3D66+/jo0bN2Lp0qWQyWSwsyv6d9vUDN8PAyNT9QQGBmLHjh2YMGEC/vzzT720X375xaL9keqHXAZfRFSlOdjJ0f3BvV8AEJ+eh38uF94btv9KEuLScrH6yG2sftAr1sTfFR3re6FjAy+0rusBBzsO/SJjeUr1g2GEyTh8IxVn44x7tnxcFOhQ3xMdGnihQ31PBNYq/hdZIqKyVBkm3CjOpEmT8Pbbb+vd6/Uo06ZNw1dffYWbN28iKSkJvr6+8PDwgJ2dHQoKCpCdXfxjhNLS0gCg2IckP9SkSRMcPnwYV69exYULF5CamoqZM2fis88+M7mNKIrIysrCtm3b8Ndff1m8H+Yw+CKiaqW2mz2Gtw7G8NbByFOqceBqYa/YwWvJuJyQhbNxGTgbl4Efo6/DTi7D43XcC4OxUC80D3Djc5RqqAKVBpfiM3Ey9j6iLyfhwNUU5Cr1n+cSWMsBbep5oG09D7St54k6no4c0kpEFa4yBl/z589HcHAw3nrrrRJtZ2triy5duuDmzZtwfvBsXblcjsaNGyMmJgZ3794tdruEhAQAKHa6e0MNGjRAgwYNAACffPIJXnjhhUduM3HiRLOBXUlU++Dr33//xfz583HixAnY2trC0dERI0aMwKxZs2Bvz6mqiaoze1v9XrHEjDwcvJaCf68m4+DVZNxNz8Ph66k4fD0Vi/ZchpOdHGF+rmjs71r4fz9XNKztwokRqhm1pvA5W6fvpOH0nXScvpOGC/cyjYYR1na1R5fHvNGuvgfa1PNEgLvpZ9AQEVWUyhZ8rVq1CpcuXbJ4OJ8hPz8/NG3aFE5OTtp1vXv3RkxMjNEDloHCSTbS09Ph5OSETp06laiuiRMnWpTP3t4eixcvLlHZplTr4Gvjxo0YMWIEZs+ejd9//x22trY4efIkBg4ciL179yIqKkpvHCkRVW8+rvYYFB6AQeEBEEURN1NytIHYwWspSM9V4vit+zh+6752G5kA1Pd2RmN/VzQLcEPTBwsnT6g61BoRF+5laKd+P3ojFdkFaqN8bg62aB7ohnYhnniqoQ8nayGiKqEyBV9btmzBb7/9hnXr1hmdP9VqNe7evWs0i6Khs2fPYvr06XrrJkyYgIULFyI6Otoo/6FDhwAAgwcPLvGkIDNnzrQ4b3FT1ZdGtb16yM/Px9SpU9GjRw/MmTNHuz48PBzz5s3D2LFjsXz5ckydOrUCW0lEFUUQBNTzckI9LyeMaVdH2xty4V4Gzt/LwPm7hf9PzS7AlcQsXEnMwu8xdx9sC4R4OaFZgBuaBbqjWYAbmvi7wokBWYVTa0RcT8rCmbh0nIlLx9m4dJy7m4Ecg2DL0U6OpgFuaBFY+B62CHRDsAeHERJR1aPRABoJT12lnTnxt99+Q0REBDZs2AAbG/1/D+Pj4/H2229j4sSJCAoKQlpaGlxcXCCX648sOX78OERRxIQJE/TWh4aGYvLkyViyZAliYmL0hhdGRETAwcFB73q/Mqu2VwqnT59GSkpKsWM/H3/8cQDAmTNnyrlVRFRZyWUCGtZ2QcPaLhgUHgCg8EbbxMx8nL+bgbM6F/N30/NwLSkb15Ky8ZtOQNbA2/lBQOaGZgFuaOzvCke7anuarTCiKCIluwCxqTmIvZ+L2NQc3Lmfg6uJWcUGWgDgrLBBm3oe6FC/cCbCMD9XyGUMtIio6qsMPV+rV6/GuHHj4OzsjICAAL20goICZGZmIigoCL/++iuOHz+Otm3bokGDBvj222/Rq1cviKKInTt3Yvfu3Vi/fr126nhdX3zxBY4dO4YpU6Zg586dqFWrFr777jts374dq1evRkhISGl3uVxV26uCh+NEDx8+bJSWmVn48EtLbsojoppLEAT4utrD19UeTzXy0a5Pzsov7Fm5k47TdwoDsviMPG0P2ZaTcQCKhiw28HFGiLcTQrycEezpiNoPyrSz4eQe5ijVGiRm5uNyfKa2N/JqYhZi7+cUG2A95GArRxN/VzQNcEPzB4FwiLczgy0iqrYkjL1KLDIyEmPGjIEoitpZB4szcuRICIKA5s2bY+rUqdi8eTP69++PRo0aoWPHjhg8eDC+/fZbk9s7OTkhKioKH3zwAVq1agWZTIamTZvi2LFjaN68eRnsWdkQRFMT5ldxoiiiYcOGuHLlCpYtW6bXfTlz5kzs2rULx44ds2hsaEZGBtzc3HD6yHG4PJh5RRCKLppEjf5FgKAbrRsMYRF1+nKNhrfolGn8s4Ppt8nsW6iTJhj8iqBR5Ztspzkym6JjJhNs9RN198GwzTptEUX9Yybq5hVN93dr1Er97XSOvUaZq5emLih+OlIAaNi+m8k0otJIzMjTDnU7cycdp+PSkZSZb3YbX1cFGtYunNijsb8r6no6orabPbycFJDVkEBBFEXcuZ+LywmZuBificsJmbiRnI176XlIzso3+QusIAC+LvYI8nBAUC1HBHo4oq6nI5oGuKE+Ay0qZ+09Oui91v1XzPAnFvNpok6a6c+w4ddCMJNmKp9hXsP6zH2D5EYtN5HP4NrCRmc7jUFLdXMali/TKUdlcI2g1jmiBQZporlrJxNlAIBKKBwKpxZVOHX/CNLT06163lVZeXh9+mmTfrCX2z56AwvlqZV491xkpd3vqq7a9nwJgoClS5eid+/emDp1Kuzt7TFq1CgcOHAA//33H/76669SPambiKg4Pq726O5qr51ZEQASMvJw/m4GriVl4XpyNq4nZeFuWh7i0/NQoNYgISMfCRlJiL6cpFeWjexhj5sCfm4O8HW1h5+bPXzdCv9f29UePq4KKGwq9yyMoigiV6lGVr4KmXkqJGXmIz49D/fS83A7NRsX4zNxJSELWfkqk2XYyASEeDtpZ598rLYL6ng4IqCWQ6XffyKi8lAZhh2S5apt8AUAXbt2xebNmzFs2DCMGTMGx44dg42NDf744w+jG/x05efnIz+/6BfrjIyM8mguEVUzxQ1ZBAqDktTsAtxMycGFexnaST7i7uciKSsfKo2IuLRcxKXlAkgzWb6nkx18Xe3hpJBDEATIBQE2cgEu9jZwUdjC2d4GLvY2cFYU/t/RzgaCAAgQHvz/Yae37msBAgofXu2kKNxWYSNDvkqN3AINcpVq5CrVyHuwpOcqcTctD/fSc3E3LRfpuUpk5amQlV+4aCz4R9xWLqC+t7P2nrsG3s7wdy8MOj2d7GpMLyARUWkw+LLM3LlzK8WkHNU6+AKA/v374/PPP8fVq1fxzTffwN7eHq1atcKIESNMbrNgwQLMnTu3HFtJRDWJIAjwdFbA01mBJ+rU0ktTqjWFPUQZeUh40EuUkJGH+Iyiv++l56FApUFKdgFSsgsqaC8sJwiAs50NvF0UqO1mj9pu9ghwd8Bjvi5oVNsFdb2cYMuHWxMRlQqDL8t89NFHGDZsGMLCwiq0HdU++Pr8888RGhqKV155BR06dMDo0aPx/PPPIzk5Ga+88kqx28yaNQszZszQvs7IyHjkMwmIiKRgK5fB390B/mYe6CuKItJylIh/EJTlFaihEQG1KEKp0mh7nTLylMjMUyErT4XMPCVyCtSF9zmIhfdCiGLhfQ+iKD74/4P7IB4MF8zOLxwymK9Sw8FWDntbORxs5VDYyuFgK4O9bWHvWIC7A/zd7eHv7gAPRzs429vASWEDF0Xh/x3t5JzCnYiojGhEWDTKoCTlVUeiKOLJJ5/EjBkzMHbs2Aq7tq/WwdcXX3yBLVu2aGc8HDZsGOzs7DBkyBBMnz4d4eHh6Nixo9F2CoWi+PvBRI12MgjRzOQRevdtGl5w6NwMavTLgqA76YS5T77lt9qKujefGsxjIWp077MowYWRvOjB1KJgcMOs7v4Zbah7zExPqmFuAhFBMBguKtOdUEQ/TdC5+dTwwu/K8YM6FRq0RWfSEMHwuAhmfp3XLccwn7m0UtLd3/rhrSQpk6oGQRBQy8kOtZzsEObHm6Gp6mlrMEGFKYYTJhidk00wN7GEcZrpVEv/ZTSeHEPn3yajMk2n6eczV7uZfyfNbGUur+F2uvUbvw9myjTzQ4uot++m6zOcjENupi3mJg3RTTM3wYfhsRaFh9d6pXzgVTljz5flmjdvjpMnT2Lx4sVo2rQpRo4ciWHDhsHDw6Pc2lBtx3ncunUL77//Pvr166e3ftCgQfj0008hiiKHFhIRERFRlfaw50vKpTpydnbG3r17sWnTJiQkJOCdd97B/v37Ub9+ffTv3x9r1qxBTk5Ombej2gZfkZGRyM/Ph4+Pj1Ha66+/Dm9vbxw9erQCWkZEREREJI2HPV9SLtXRsmXLtBPu2djYoF+/fli9ejXi4uIwatQorF27FoGBgXj++eexY8cOqFSmZ+K1RrUNvgoKCm9Cv3PnjlGajY0N6tatCzs7O6M0IiIiIqKqQiyDpToaNmxYsesdHR0xcuRIbN++HVeuXEHnzp2xcOFC+Pv7Y+rUqYiOjpa0HdU2+Orfvz/kcjk2bdpkFLmmp6fj4sWLGDx4cAW1joiIiIjIeuz5ko6npydeeukl/O9//0OzZs2wdOlSPPXUUwgODsY777wjSR3VNvhq0KABFi5ciIsXL2L8+PFIT08HAMTHx2PEiBGoU6cO5s+fX8GtJCIiIiIqPQZf0jh58iTefPNNBAYGom/fvti3bx9EUYSdnR3atWuHTp06SVJPtZ7t8I033kDDhg2xaNEi1KtXDy4uLrC3t8eQIUOwYcMGuLi4VHQTiYiIiIhKTQ1ALWHApH50lirpmWeewfbt2/XW3b59G6tXr8aqVatw8eJFAIWzbguCgE6dOmH06NEYOnQo3NzcJGtHtQ6+AODpp5/G008/XdHNICIiIiKSHKeat8yff/6J48ePw9XVFXv27MH69etx8ODBwmddPtjpRo0aYfTo0Rg9ejSCg4PLpB3VPvgiIiIiIqrOqmm8JCmlUom2bdtqXz8MuJydnTFhwgSMHj0aTzzxRJm3g8EXEREREVEVxZ6vkhFFEQqFAs888wxq166NDRs2IDo6GnXq1EFQUFCxj6mSUrWdcIOIiIiIqLrjhBuW8/Lywtdff434+Hhs2LAB33zzDe7evYv58+fjxIkTaNiwIZ5++mmsXbsWeXl5ZdIGBl9ERERERFWUpgyW6kgmk+Gff/7Bq6++qjeBhkwmQ+/evfHrr7/i7t27GDNmDNasWYPAwEC8+OKL+PvvvyVth8XDDqV+wJiuzp07l1nZRERERETVFYcdWubVV19Fo0aNzOZxcHDAkCFDYG9vj6ysLERERCAiIgIBAQF4/vnn8emnn1rdDouDr65du0IQBKsrNCQIgtFDkImIiIiI6NE0ogiNhBGTlGVVJl9++aXZ9P3792PVqlXYtGkT0tLSABTeH+bs7Ixu3bqhV69ekrTD4uDLxcUFzz33nCSVPiSKIn777TdJyyQiIiIiqimkHipYXYcdzpw5E5999pneugsXLmDVqlVYs2YNbt++DaAwPpHJZOjevTvGjh2L5557Dg4ODpK1w+Lgy9fXFytWrJCs4ocee+wxycskIiIiIqoJOOzQMl9//TUmTJgAOzs7bNmyBatXr0ZMTAyAomnnmzVrhjFjxmDUqFHw8/Mrk3ZwqnkiIiIioipKhLTP+aqmsRcKCgoQFhamff0w4KpduzZGjhyJsWPHokWLFmXeDouDL7GMwuCyKpeIiIiIqLrTiIWLlOVVZ6IowsHBAQMHDsTYsWPRq1cvyGTlNwG8xcHXn3/+WSYNKKtyy4IoqiGK6gevdCYfEQ1Gxwo6b6BBcFm0fXEVmBtla9k3QdSYKUNm0BaNmbaYrUNnO8Hgw6r32mCCFp39Ew32VW8yF3PH03DSF1HQyab/cZbpvDZM0yvCqC2mv4CCvKgcox8O9I6L4eQ0cpNl6n9ezOy7GddPnbQoH2D+Bw/d98EwX1lMuKNfgf4xCmnevGzrI6pE2nt00HstmvjbcI3G4Gupe5o33E6uc042TNN9bfhNF0zkM2S8nWXnDPO5BDOvSlemYZqos8bcvpeEYOJvAJCZKdXcdqZzlp5+febaZfA+mPm3wlT5j6J7XMz9c2PcTlEnzaBMnX9DDf+t138f9NNEQf3g/1Xj7if2fFkuJCQEs2bNwtChQ+Hi4lIhbbA4+KpXr55VFfXt2xe7du2SvFwiIiIiopqKsx1axs7ODvv370ft2rUrtB2S3PMliiJSUlKQm5tr9AuIUqlEdHR0lerhIiIiIiKqCkSJhx1W09gLn332WYUHXoCVwVdubi5ef/11rFmzBjk5OVK1iYiIiIiILMBhh5Z57bXXSpRfqVRCo9FAoVBI2g6rgq/JkydjzZo1EEURTk5O8PDwMLphTRRFxMfHQ6lUWtVQIiIiIiLSJz74T8ryqqPZs2cjNTVVuzg4OODll19Gjx49is2fm5uL999/H5MnT0bTpk0la4dVwdfvv/8OAIiIiMCYMWNM5rt8+TKaNWtmTVVERERERGSAsx1aZuDAgejYsSMUCgU+++wzTJw4ETY2pkMhV1dXfPXVV3j99dfx4osvomXLlpK0w6p5FWvVqoXatWubDbyAwgcpjx8/3pqqiIiIiIjIgFgGS3VUp04dODs7Y9++fZgyZYrZwOshmUyGr776CosXL0Z+fr4k7bAq+HrppZeQlZUFlUr1yLzTp0+3pioiIiIiIjIgiqLkS3W0Zs0avPPOOwgPDy/RdjKZDCNHjsSGDRskaYdVwde7776LPn364Pvvv39k3q5du1pTFRERERERGVBDlHypjjZv3oyJEyeWatvevXtj/fr1krTDqnu+ZDIZ1q5di+HDh0Mmk8HNzc0oj1qtxuHDh5GSkmJNVUREREREZEAUpZ0evpp2fCEzMxMeHh6l2lYmkyEjI0OSdlgVfF29ehXPPfcczp07hy1btpjMJ4qi3tPQiYiIiIjIepoHi5TlVUdJSUlWbX/+/HlJ2mFV8DVx4kScPXsWtra26Ny5M/z9/Y2mmtdoNDh69CguX75sVUOJiIiIiEgfp5q3XGpqaql6v27evGnRBB2WsKqU48ePQxAE7N+/H23atDGZLycnB76+vtZURUREREREBjjs0DJt2rTBsmXL8M4775R422XLlqFu3bqStMOqCTeaNGmCwMBAs4EXADg6OuLbb7+1pioiIiIiIjKggSj5Uh0NHz4c8+fPx6lTp0q03YkTJ/D111+jf//+krTDquBr4cKFSElJQWpq6iPz8p4vIiIiIiJp8Tlflhk6dChCQkLQs2dP/PrrrxZts337dvTr1w+CIEj2zGKrgq/OnTtj/fr1WLBggdl8BQUFeP31162pioiIiIiIDGhEQC2Kki2aahp9CYKAjRs3QqlUYvz48Xjsscfwxhtv4LfffsOhQ4dw5coVnDt3DlFRUVi4cCE6duyIQYMGISEhAfPnz0dAQIAk7bDqnq8JEyZAFEWcOXMGQ4cOhYuLi1EelUqF06dPSzY9IxERERERFeKEG5arX78+du7ciREjRuDq1av45ptv8M033xSb9+HDpufPn49XXnlFsjZYFXzdv38fv//+O0RRxH///Wc2L4cdEhERERFJS+qhgtU39CrUvn17nDp1Cm+//TZ+/fVXKJXKYvO1aNECixYtQrdu3SSt36rg68MPP8T27dsxY8YM1K9fHwqFwiiPUqlEdHQ0Vq9ebU1VRERERERkQBRFbS+NVOVVd+7u7vjpp5/w2Wef4Y8//sCpU6eQmpoKBwcH1KlTB126dMETTzxRJnULopVH+JVXXsG33377yJ6t2rVrIz4+3pqqKkxGRgbc3Nxw6uBBuDg7AzD4YIr6j6MT5KZjWlFj+tF15o6hufp0f6MQNWr9MmVy3YbppWmUuSbrM0eucNL+LZMbBNxmPwc67VSrDNKKthNFw30oOp6Gx0j3eIoa/V8uNOqi1xYf20fk1TuGBu00yGhYi4V5DfNZ2GMslPL2TcPPkm455tLKgPF7q3N8DevWbZuZdhmVqfNem02TGdan874Yfj700ky30+znzNxnzvAUbWFeQWZrMptGlWdQZlG7NQXZekm2zl5FxRucv5KPbdb+fW75Mb20vy7na/++VHBfL83Tpqn273jNGb00B00t7d95gv52tmJRO+1Q9F1UQv+7aC8UnTMKzH5P9Qk63zdzs31ZdpYzpjZIleue98xsafyvhljMX4VkZsqU69zmbZhm6RnKHMEgp7ntdI9FSY6npXnN5TNsp7n3Wmbh3hvm0i3TsAxzx1o0s525MqQYW1SS+mx0zhmG5zaZzjnKsERzn0HdNJmZ85zGoD6VzjfE3HupFg0/80WvDbfLF9QPtlEh5v5/SE9Ph6urq8myK8rD69OBnt1gK5PmGVQAoNSo8HvK35V2v6s6q9+pjz/+GKIoPjL4unjxorVVERERERGRDt7zVbVY/FP2559/Xuz6WrVqQWb4K3Ex3N3dS1QuERERERGZV1mmmhdFET/++CNatGgBe3t7eHh4YODAgTh+/LjJbU6cOIF+/fqhXr16aNCgAWbOnIncXNMjswoKCvDpp5+iYcOGqF+/Prp06YLo6OhStrhiWBx8LVu2rEwaUFblEhERERFVd1JOM/9wKY2XXnoJU6ZMwenTp6FSqXD//n1s27YNHTp0wJYtW4zyb9++HR06dED37t1x48YN/Pfffzhw4AC6d++O7Oxso/z5+fno06cPVq5ciT179uDatWt45ZVX0KNHD2zcuLFUba4IFgdfZXXzXU24qY+IiIiIqCyIZfBfSe3atQtbt25FREQEMjIykJeXh99++w3e3t7a52olJydr88fGxmLUqFHo1q0bZsyYAQBwc3PD8uXLcfjwYbz99ttGdcycORNRUVFYsWIFgoODARQ+OHnIkCEYN24cbty4UcojWL4sDr7Kaqp4TkFPRERERFQ6lWHY4S+//II9e/Zg7NixcHFxgY2NDQYOHIi1a9cCKJwcZNu2bdr8c+fORWZmJsaPH69XTsOGDdG6dWssWbIEFy5c0K6/efMmvv/+ezRu3Bht2rTR22bMmDHIycnBrFmzStHy8mdx8HX16lXI5XLJl2vXrpXl/hERERERVVsaUZR8KalOnTqhZcuWRuu7d++O8PBwAEBSUhKAwsdQPRwm2KFDB6Nt2rVrB1EU9W5NWr9+PVQqVbH527ZtCwDYunUrUlJSStz28mbxbIfBwcHspSIiIiIiqkQqw0OWX3nlFZNpoaGhOHnyJOrUqQMA2L9/PzIyMqBQKBAQEGCUv1mzZgCAqKgo7brIyEgAQEhIiFF+Dw8PBAQEIC4uDgcOHMCAAQMsbvfUqVPxww8/WJQ3JiYGa9euhVKpRN++fdGzZ0+L69FlcfB18+bNUlVARERERERlo7JPNZ+cnAyFQoE+ffoAAE6ePAkAxQZeQNEM6WfOnIFarYZcLtduExgYaHKbuLg4xMTElCj4+vvvvwEA9+7dQ1xcHGxsbNCoUSPY29vr5fvjjz/wzDPPYODAgRg/fjwiIiLw448/Ys2aNbCzs7O4PqAEww6JiIiIiKhyESFCI+HyMPjKyMjQW/Lz80vctpycHBw6dAgTJ07UBlUPhx+aegyVm5sbAEClUiE9PR15eXnIysqyaBvdST0skZCQgPDwcAQGBqJt27Z44oknUKtWLUyYMEFvCOPHH38MtVqNzz77DE8//TRWrVoFNzc3vPDCCyWqD2DwRURERERUZYkARFHC5UG5QUFBcHNz0y4LFiwocduWLVsGFxcXfPTRR9p1D4MaR0fHYrfRfX5wXl6eXhD0qG3y8vJK1L6MjAycPn0aoihCFEW4u7vDwcEBK1asQPv27bXB3OnTpwEUHpOHPvjgA6xfvx67d+8uUZ0MvoiIiIiIqigpe70eLkDhdPDp6enapaSzCaakpGDevHmIiIiAh4eHdv3DYXqmHjdVUFCg/dvDw0NvWN+jttGtx1JBQUFYvnw5MjIykJKSgtTUVNy6dQuNGjXCxx9/DADa547Z2tpqt6tbty68vb2xfPnyEtVn8T1fRERERERUuZTVPV+urq5wdXUtdTmTJk3C22+/rb3X66HatWsDQLEPUgaAtLQ0AICTkxPs7e1ha2sLOzs7FBQUPHIbLy+vErVREARERUWhXr16euuDgoKwcuVK7eyKoihCLpcbbe/m5oaDBw+WqE72fBERERERVVGV4TlfhubPn4/g4GC89dZbRmnNmzcHANy9e7fYbRMSEgBAO3W9XC5H48aNS7SNpfz9/Y0Cr4fkcjny8vKgVqsBwGgSDqDwnraSTm/P4IuIiIiIqIoSy+A/a6xatQqXLl3Cl19+WWz6U089BTs7OyQmJhY7QcbVq1cBAH379tWu6927NwDg3LlzRvmTk5ORnp4OJycndOrUqURt9fb2xpYtW4zWZ2RkYNKkSWjatClUKhWAokk9dPPcu3fP5H1opjD4IiIiIiKqoipTz9eWLVvw22+/Yfny5UbPB1ar1YiNjYWrqyuGDx8OAIiOjjYq49ChQ5DJZBg2bJh23YQJEyCTyUzmB4DBgwdDoVCUqL1Tp07F0KFD0adPH7z11lt46623MHToUAQFBeHKlSs4duwYVq5cCaCw5+thIAYAmzZtgiiKJe5tkzT40u12UyqVUhZNREREREQGNKIo+VIav/32GyIiIrB69WrY2OhPKxEfH49x48bh+vXrAIA5c+bAyckJv/76q16+s2fP4sSJE5g4cSJCQ0O160NDQzF58mScOXMGMTExettERETAwcEBc+bMKXGbJ02ahAkTJuDPP//El19+icWLF2Pz5s1o1qwZoqOjMX36dLz00ksAgM6dO+OZZ57BunXrsGnTJsycOROCIGD06NElqtPqCTcSEhLw7rvvYuvWrVAoFNoxl8ePH8fnn3+O3r17Y8qUKdZWQ0REREREBqS6T0u3vJJavXo1xo0bB2dnZ6OHJxcUFCAzMxNBQUHaYKt+/fr48ccfMW7cOKxatQqjR4/G7du3MXr0aHTs2LHYIYtffPEFjh07hilTpmDnzp2oVasWvvvuO2zfvh2rV69GSEhIaXYXS5cuxfPPP48dO3agoKAA7du3x9ChQ2FjY4N3330XXbt2xbVr1zBq1Cjcu3cPL7zwAvbu3QsA6NSpE8aPH1+i+qwKvu7cuYP27dvj7t27EEVRb4aR9u3bY/Xq1ejVqxd27dqFzZs3G0XBVY2oUUHUPOxuLOpKFUWNfkZ1UZckBIPORVFtuny9T7tgmKqTz+BroVHrpBm0RSevIDco0zCvXm062xm0RdTZP1Fmq5eml1cwrE+3Wfp1C4bHSS/NTJk6rwWZ/udL0N13g+1EvTQz9Rk3RqcQM/nMMTouEpwyjT5npt9bs/tgaZrR51OvcjNp5uiXqbdLRu+JmU573eNpcFwEQbdtgsk0QdCf0UiE7vfW8LjolqFfn15tguFx0fnsGn3+dc4v0D9n6LdNv0wRRe+7IDNoi965QP97q/t5kdka3lCs+5kw2Aed7eQGp3e5me9Rrvp+scUDgBpKU0l65yWN7jnRKJ9u8QbffTOfz9Le52BuK0u/Nebaabyd6ZJ0U0SzNVpaonHbLN3O0vrMlW/u6BpvZ/rfrdK0q7jXUjBfprljrf/umkoryedYVsr69PKZ+zfTDMP3SO+feoO8GhPffeMy9Zk+4wMynfOuYHBukz04t4ml/Xe+nJXVbIeWioyMxJgxYyCKonbWweKMHDlS7/MyatQo+Pj4YM6cOZg9ezYcHR0xfvx4vPrqq3rTyz/k5OSEqKgofPDBB2jVqhVkMhmaNm2KY8eOaSfxKK2uXbuia9euxaa1a9cO7dq1AwD4+fnhzz//xO7du3Hjxg2MHTu2xN8Bq6KhWbNmIS4uDk8//TSaN2+ONWvW6KU7Ojpi7ty56NmzJ+bPn4/Zs2dbUx0REREREemo6J6vfv36QaMx86OvGT179kTPnj0tzu/i4oKvvvoKX331Vanqk4rh9PklYdU9X7t378b333+PHTt2YP78+cXO9hEWFgagcDwmERERERFJp7LNdljV5ObmYu7cuWjWrBnq1q2rXb9v3z6MHTsWu3btkrQ+q3q+7O3tMXXqVLN5bt26BcD0vPxERERERETl7f79++jatSvOnj1rdAtV165d0aRJE3Tr1g27du3CN998I0mdVvV8BQQEID8/32yehzfMBQYGWlMVEREREREZqExTzVc177//Ps6cOYPGjRtjxIgRRg9S9vb2xvz58/H999/ju+++k6ROq4KvUaNGYfr06cWmaTQavP3229i0aRMEQcCYMWOsqYqIiIiIiAxoIEq+1BRbt27Fe++9hzNnzmDNmjVwdnY2yhMeHg5RFPHDDz9IUqdVww6nTZuGfv36oUWLFhg0aBDS09OxdOlSXLp0CVu2bMHt27cBFM4SMnPmTEkaTERERERERWpOuCQtjUaDuXPnms2TlJQEALh27ZokdVoVfMnlcuzYsQMff/wxvv32W6Slpek908vBwQGTJk3CggULSvzEaSIiIiIiepSKnu+w6goMDHzkVPFLly4FAPj6+kpSp9UP3rKxscHcuXPx/vvv4+TJk7h9+zZUKhX8/PzQqlUrODk5SdFOIiIiIiIywNCr9AYOHIhPPvnE5OOwvv/+e/z4448QBAGDBw+WpE7Jnnpsa2uLNm3aoE2bNkZpJ06cgEwmQ8uWLaWqrsRUKhXWr1+PHTt2wMbGBoGBgZg8eTLq1atXYW0iIiIiIrKGKBQukpUnXVGV3ltvvYVOnTrhyJEjGDJkCHJycvDnn3/i0qVL2LBhAw4ePAgACA0Nlex5xZIFX6bk5eUhJiYGCQkJFRZ8nThxAqNHj0ajRo3w5Zdfok6dOhXSDiIiIiIiqhwcHBzw119/Yfr06Zg8eTLUajX69u0LABDFwjB0wIABWLp0Kdzd3SWp06Lgy8XFBTk5OVZV1KVLF8yaNcuqMkrj999/x4gRI/Duu+9izpw55V4/EREREVFZkfrByDXtIctubm6IiIjAZ599hujoaL1bqDp16oSQkBBJ67Mo+Bo9ejR+/PFHqyo6dOiQVduXxj///IPhw4dj4sSJDLyIiIiIqNrhPV/SqF27NoYNG1Zs2pkzZ6BQKPDYY49ZXY9Fz/maPn06mjdvjtjYWBQUFECj0UCj0WDVqlXw9fXFzz//jJSUFO16w+X111/XjpksLwkJCXj22Wfh5+eHL774olzrJiIiIiIqDyKK7vuSZKnoHaqE7ty5g507d0pSlkU9X2FhYRg/fjwCAgL01n/88cfYvn07WrVqZXb7+fPnY9q0afj5559L39ISevfdd3H//n3Mnz/f6GnVRERERERUMzRs2BBKpbLE24miiNzcXCQnJ6N37954/fXXrW6LxRNuvPbaa0brCgoKHhl4AYC9vT2OHDlSspZZ4c6dO4iIiIBCoUBoaCheeuklXLx4EdevX0fDhg3x3nvvoVu3buXWHiIiIiKisiD5bIcSllVZtG7dGmvWrLGqjOjoaEnaYtVsh3Z2doiLizPqETO0Y8cO3Lhxw5qqSmTTpk0QRRF2dnY4fPgw5s2bBy8vL+zatQsjR45Ez549sXLlSjz//PPFbp+fn4/8/Hzt64yMjPJqOhERERGRxQrv+ZJywo3qZ/r06Thy5Ah++eUX+Pr6wtbWFgDw559/4o033sBbb72FgQMHwsPDw2hbURTx3nvvYcKECZK0xarga8iQIRg4cCA2b95scvr2bdu24YUXXkDz5s2tqapE/vnnHwDAiy++iP/973/a9X379sUXX3yBSZMmYfLkyejZsye8vb2Ntl+wYAHmzp1bbu0lIiIiIioNAYAA6bqrqmHHF9q0aYPhw4ejY8eOeut/+OEHbN68Gb179za7/Q8//IBZs2ahe/fuVrfFquDrvffeQ2RkJBo2bIi+ffuidevW8PLyglKpxK1bt7B3716cOnUKAPD+++9b3VhL3blzBwCK7ZEbNWoU3nrrLaSnp2PDhg14+eWXjfLMmjULM2bM0L7OyMhAUFBQ2TWYiIiIiKgUBFEGQbRoDj2Ly6uOPvnkE6N19+/ff2TgBRROR3/06FFJ2mFV8OXg4IB9+/Zh0qRJ2LhxI7Zt26aXLooibG1t8eWXX6J///5WNbQkHg4TdHV1NUpzcHDAU089hd9++w0XLlwodnuFQgGFQmG0XqNSQqMqAAAIQtEHU9So9DPaKHQ3srzhgu6H3aDTV6MuShE1ekmiqIYlSvRLhk4doqD/JdSt32jfBXnRnzLD7XT3STRI05hMM6hA/5VM930wyCnTaYvBPsBMfYLOPpirX4T+cTeqQ7cGnfoM84kwnWaqDOO8+sdFNJnPIK9geKwtTCs1ywczmN8HMwSTLx7RFt19F0ylFFOmTjkG7bT4l0jD+nRfG32udT7zosFnV28fDNqi834af1dsdP62tbyddkWTGRk0Ra8tGoPDoBRzi7YzeGs1MH0+0y1Hd98N30mNYWNMkGpoje5wn5L8+qyb0/jTaDrV/BlS0PnbdE7Ddpb3c31K+yu9/v4Zp5auzLJVkmMtRVvMHduSvM/mP59FDL9vuucvw+1kuucFM20xTDH3lba0nXKj87pQfEYAtg9OTIJlk4JXAhLf9FUt+76KZ2tri7S0tEc+QPnQoUM4d+6cJHVa/alydXXF+vXrceTIEUyZMgWtWrVC/fr10bp1a7z22ms4ffo0pk2bJkVbLfZwKKGpe7UCAwMBABqNpth0IiIiIqKqQCiDpabo06cPRo4ciczMTJN5Tp48iWHDhknyjC/Ayp4vXa1bt0br1q2LTUtJSYGnp6dUVT1Sq1atcODAAZMR6sOp56U6iEREREREFUPqkKnmhF9z585FeHg4GjRogOeff77YW6h27NgBtVqNjz/+WJI6JQu+zJk0aRK2bNlSHlUBAEaMGIGvv/4ae/bsgUqlgo2N/m7euHEDMpkMgwYNKrc2ERERERFJTRAFaSfcqI5zzZtQq1Yt7N+/H8OHD8fXX3+tP+wfRUPc33nnHYwbN06SOq0Kvn799Vez6QUFBbh48SK2bduGf//9F08++aQ11VmsXbt2ePbZZ7F161asWrVK72AlJiZi9+7dmDx5MurWrVsu7SEiIiIiKhvs+bJGUFAQDhw4gI0bNyIiIgLHjx/H/fv34eHhgfbt2+PVV1+V9PnAVgVf48aNM4oQiyOKIubNm4ddu3ZZU12JrFixAleuXMH06dNRv359dOrUCampqRg7dizCw8Px5ZdflltbiIiIiIjKggCJe75qWPAFFE4UM2zYMAwbNqzM67J62GGTJk3QsmVLyOXGM8Slp6fj7Nmz6Nixo0VBmpTc3Nywf/9+/O9//8OwYcOgUCjg7u6OYcOG4a233oKdnV25toeIiIiISGoCZJLOzFh1ZnksmWvXrqF+/foVXq5VwZejoyOOHTtW7LTsD02dOhWtWrWS7KnQJeHu7o7vv/8e33//fbnXTURERERU1tjzZZm+ffvi8uXLFV6uVcHXDz/8YDbwAoB58+YhMDAQXl5eGDhwoDXVERERERGRHt7zZQnDZ2NWVLlW9SuOGTPmkXk8PDzg7e2N2bNnW1MVEREREREZEST9r7oGX2V1C1RJyy3zqeb379+PO3fuICUlpayrIiIiIiKqYdjzZYmEhARMmDBB8h6wxMTEEuW3Kvh61LSLqampOHfuHERRLLdp5omIiIiIagre82WZzMxMrFixQvJyy7Xna9++fRble/LJJ/Hzzz9bUxURERERERlg8GWZqKioim4CAAmGHb733nvo3r07ZDL928cEQYCDgwPq1q0Lb29va6shIiIiIiIDhVPNGz/yqfTlaSQrqzLp0qVLRTcBgJXBl7e3Nz755BOp2kJERERERCXAnq+qxarZDvv162dRvvnz5yMnJ8eaqoiIiIiIyIC0cx1KG8iRMauCr3///deifG+88QanmiciIiIikljhsENpFyo7ZX50CwoKcOjQIaxataqsqyIiIiIiqmGEMliorJTonq/9+/fj5Zdfxrlz57Tr5HLLbvALDQ0tWcsqI40SokZZ+LdQtN+iqNbLJmjUOmn6Ny0Kgpl4V7ccg2krRY3K9GY69RlNdymYeX9022LUTp39g/7zEES1suiFjZ1+mqjTTo3hx0vUzWjQFsF0ms5JwLArXDenIDM8tkX1Gx0XjekTi245hs+C0Hv/DO5HtXg7w/p00gzbqVuOYRn6eQ32RzR9PAWZ7meitM+6MDx+ReUY77ulJ3HDfbD+hl9zdZtvp5n3weBzZu49gmDp8TX83ur8afi5Fkx/H/S2M/uZ0z8v6H0mSjBlru4xs9U/Fej9smd4GFTIL3ohGn6ndY6nwf5pdNL0/jasQIJHuBie98wNwxHNvBL0zl/SKG05utsZn2UFnTRpn4FTEUyfocqrfsveJeN/08q2pYb16b7WmKnb3P5I9eBa83UU/W107jbzyZaZuX6Q6xWq/++N5sEZTKwiPUBS91ax56tslejodurUCadOncJHH32kXSeKotnF3t4eTzzxBFauXCl544mIiIiIajKZIJd8obJT4tBWEAT873//w08//YQGDRpAo9GYXbKzs3H06FG0bt26LNpPRERERFRjccKN0tu3bx9eeOEFHD16tNzqLPVU8y+++CJSUlKkbAsREREREZWIDNJO41Bzhh2OGDECSUlJUKvV5TY/hVVH9+2337Y47/bt262pioiIiIiIDLDnq/T8/PxgY2NjUUyjO+eFNcoltM3NzcWYMWPKoyoiIiIiohpDgAyCIOFSg3q+fv31V9StWxceHh5m82k0GnTq1EmSOi0advjJJ59gw4YNmDlzJkaNGqVdP2HCBKNZZwwplUocO3YMmZmZ1rWUiIiIiIj0SN1bVZN6vu7fv4/58+djzJgxGDlyJMLCwozy5OTkYOXKlUhPT5ekTouCr8WLFyMtLQ3/93//pxd8Xbt2Dfv3739kAAZINxUpEREREREVKgy9pJxqvuZcs7/wwgu4ffs2gMJHapkiiqJksYxFwde6deuwbds2TJw4UW/9lClTcObMGcyYMQO+vr6wtbU12ragoABRUVFYv369JA0mIiIiIqJCUk8PX5Ommn/99dfxxhtvICgoCMHBwbCxMQ6NNBoNzp8/j9TUVEnqtCj46tWrF3r16mW0fvDgwfjjjz/wv//9z+z2kyZNwt9//126FhIRERERkQmVb7bDyMhIzJs3D5MnT8a4cePM5m3ZsiVOnTqlt04QBJw5cwZNmjTRW19QUIDFixdjxYoVUKlUCAwMxMcff4zOnTuXqp0TJ07E//3f/+HChQuQyUzvd0JCAurWrVuqOgxZdXRtbW3x6aefWpRXqhlCiIiIiIiokKSTbTxYSmvDhg1o27Yt+vfvj0OHDj0y/86dO40CLwDo06ePUeCVn5+PPn36YOXKldizZw+uXbuGV155BT169MDGjRtL1V4nJyfMmzfPbOAFAL6+vhbHPI9iVfA1fvx4+Pr6PjLfhx9+CI1GY01VRERERERkROpp5kt/b1OrVq0QHR2N0NBQi/IvWLAA69atw4ULF/SW4p65NXPmTERFRWHFihUIDg4GAAwdOhRDhgzBuHHjcOPGjVK1eciQIRblS0hIKFX5hqwKvg4cOGBRvtmzZz9yaCIREREREZWMAJnkS2mFhIRAoVAgPDz8kXn3798PpVKJ4cOHo1GjRnqL4dTvN2/exPfff4/GjRujTZs2emljxoxBTk4OZs2aZbY+a+7Zunz5Mr788stSb6/Lonu+HsrIyEBaWpr2tUqlQmxsrNnZDvPy8nDgwAFs3LgRS5cuLXVDiYiIiIhIn7VDBYsrz1r29vaPzDN//nz4+PggMjIS3bp1g4ODg8m869evh0qlQocOHYzS2rZtCwDYunUrUlJS4OnpaZSnT58+2LNnD1577TUsXrxYu75Ro0YoKCgw206lUon4+HjJRvGVKPi6desWZs2ahV27dmnXWXrz2eOPP16ihhERERERkXmV8Tlfj5qWPSYmBrt37wYAbN++HS4uLpgwYQJmz56NWrVqGeWPjIwEUNizZsjDwwMBAQGIi4vDgQMHMGDAAKM8ly5dgiiKuHTpkt768PBwi2dkL9ep5h9q1qwZduzYgdWrV2sfsOzv728yvyAIcHBwQJMmTbBgwQKrG0tEREREREUEwQaCUKJL+keUV/bzNPz9998IDw9HbGwskpOTkZmZia+++gqbN2/Gjh070Lx5c738J0+eBAAEBgYWW567uzvi4uIQExNTbPB18OBBHDhwwGj29mnTpuHEiRP4+eefH/nYrGnTppV2d/WU6p0aNWoUPD098frrr+PixYuSNISIiIiIiEpGEASJhx0W9vBkZGTorVcoFFAoFJLUMWPGDMyYMQOiKOL06dNYsGAB1q9fj9jYWPTq1QsnTpzQdvDk5eUhKysLQGGQVRw3NzcAQHJycrHpfn5+xU6s0alTJwwYMAAdO3Y0297Q0FCsW7fO0t0zq9TvVJ8+ffD+++9L0ggiIiIiIiq5wuBL2gUAgoKC4Obmpl3KYhSbIAho0aIF1q1bh/Xr10MulyMhIQGzZ8/W5klJSdH+7ejoWGw5D6eKz8vLK3EbFi5caFE+qZ5ZbFWYPHr0aIvzfvLJJ9ZURURERERERmRlsACxsbFIT0/XLo+aTdBaw4YNw6JFiwAAGzdu1E5wYWdnp81japK/h5NmGM6SaInMzEycOnUKhw4dwsWLF0sVwJWEdANEzUhMTMSCBQuqfE+ZRqOERq0EAAiCuijBoKtX1KiK/obBh0QsGkcryPQPv0ajLEoT5PqbiWqYoncDoEFbzHVD66WZ2QdDum0R1abzQW46yfDLIwiiyTSDjPov9bIa3AgpmEmSmWmcTh2CYNgWnTTDMnTfBnNtKQFBv1B9Ok0zep+F4vM9yFy6xpjdCcuOWTGNMV2ipUMozBZp+qCZu3HWaJpd3ZeGn0G9Mg2+R0aNs4zu+y4ajL3XPTeIMDcu3+BcoPu3zMx5wujcoyo+HwCZougXSFuF/nHRbZlocKhVYtHMUobfFd19MnyH1DKd84TOKdHwOGvMHHdR72/RZJr5LU1/dgzLMFdm6T4dZb+dcT5zW1p2PjH+Jup8b0pwPM2dTUQL36NH1SG1kpwHrD/SJWNp24zzWdYaw610v5uG31Oz762Fh9DwsyTXOQ+a+6fPxuB8KWr/HSuLoy69sprt0NXVFa6urpKVa4lp06bhq6++ws2bN5GUlARfX194eHjAzs4OBQUFyM7OLna7h7Oxe3l5WVRPXl4eli5dil9++cXoIc+2trZo3749XnnlFQwePNiq/SmORcFXz549oVabvvg3R6lU4sKFC2UeRRIRERER1TSVcbbD0rK1tUWXLl1w8+ZNODs7AwDkcjkaN26MmJgY3L17t9jtHj4AuWXLlo+s4+TJkxg+fDiuXbsGwPhH/4KCAkRHRyM6OhpdunTB6tWr4efnZ8Ve6bMo+LK3t9dO8VhaUk3PSEREREREDwgyoxFMVpdXgfz8/NC0aVM4OTlp1/Xu3RsxMTE4d+6cUf7k5GSkp6fDyckJnTp1Mlv2qVOn0LVrV2RlZUEURbi5uaFDhw4ICQmBm5sbMjMzcevWLRw4cAApKSn4559/0KNHDxw4cMDkZB8lZVHw9fLLL+PcuXNYsGABvLy8YGNj+WhFpVKJ6OhozJs3r9SNJCIiIiIiYzKZHDJzt1OUtDxz942Ug7Nnz2L69Ol66yZMmICFCxciOjraKP+hQ4cAAIMHDzY7G6NGo8GoUaOQmZkJb29vLFiwAKNHj9a7p0w378aNGzFr1ixcvHgRU6ZMkWy2Q4uiqD59+qB///4YPnx4qSrp0aOH9kFqREREREQkkUrY86VSFd4vbOq2pbS0NLi4uEAu1w/0jh8/DlEUMWHCBL31oaGhmDx5MpYsWYKYmBi94YURERFwcHDAnDlzzLZp586dOH/+PBo3bow9e/aYHUook8kwfPhwbQy0adMmnD17Fk2bNjVbhyUsPrpfffWVVRUdPXrUqu2JiIiIiEifAJnkizVyc3Nx+vRpAMDhw4eN0o8fPw5PT080btwYf/75J4DC+64iIyMRERGB9evXa6eO1/XFF1/giSeewJQpU5CamgpRFPHtt99i+/bt+PXXXxESEmK2XZGRkXB2dsbOnTstvofLzc0N27ZtQ+3atbFhwwaLtnkUi49ucQehJPr372/V9kREREREpK+snvNVGiNGjICXlxfOnDkDAFi2bBk8PT2xZMkSbZ7mzZtj6tSpyMjIQP/+/dG8eXNMmzYNCoUC3377rd69XrqcnJwQFRWFdu3aoVWrVggNDcVff/2FY8eOFfsAZUMnT57E9OnTERwcXKJ9qlWrFmbPno19+/aVaDtTymWq+RMnTnDYIRERERGR1ARB4mGHpQ++LLkvys7ODt999x2+++67Epfv4uKCr776qlQj8mJjYzF06NASbwcAQ4YMwfz580u1raEync5EpVJh2bJl6N27t/lnNxERERERUYlVpp6vyiwjIwONGjUq1bYeHh6SHZcy6flKTEzEjz/+iB9//BH37t2DKIrV9o0kIiIiIqoogkwOQcLZDoUKnu2wrBQUFJidDfFRNBqNJO2QNPg6duwYvv32W2zcuBEFBQXs7SIiIiIiKkuVcLbDykipVCIpKQne3t4l3laj0SApKUmSdlgdfCmVSmzYsAHffvstjh07BqBwxpKAgACMHz8egwcPRlZWFrp27WptVUREREREpEew6j6tYsurplatWoUWLVqUeLu7d+8iPz9fkjaUOvi6d+8elixZgqVLlyIxMVE7tNDJyQkrV67EM888ozdD4rPPPitJg4mIiIiIqJAgyCBI2FslZVmVzVtvvVXRTSj5hBsHDx7EyJEjUbduXXzyySdISEiAo6MjXn75ZVy8eBGBgYEYOHCg0dT0Us2NT0REREREDwiC9Es1JYpiqRepWNzztWLFCnz33XeIiYnRNj44OBgvv/wyJk+eDDc3N8kaRUREREREj8aeL8uEhIQgMjIS9evXh42N5YP/1Go1rl69igEDBkjSDotrTkxMRFJSEkRRhKurK3744QcMHz7c6ocvExERERFRKUndW1VNe75GjhyJhg0blng7uVyOhg0bYsyYMZK0w+LIaebMmbhx4wbWrl2Lxo0b45133sGiRYuQnp4uSUOIiIiIiKhkBJlM8qU6Gj58uFXbDx48WJJ2lOjoyuVyDB8+HAcPHsSWLVsQExODkJAQvPbaa7h586YkDSIiIiIiIgvJBEAmk3Cpnj1fTZs2tWr7sLAwSdpR6tkOW7dujdWrV+PevXv4/vvv0b59ezz55JPIzc0tNv+6deswYsSIUje0MhDVSohqZeELnfGwgtxWPx+KbsoTNWr9QnS6cgWDw6+bV5CbecCd4Vhcseihb4JgsJ3OQ/cEuWF9KjNV6OQ1yCeKRe00V0YxhepWrp8m6hwXw+5uweQLg65x/ZshBd3fFgzKFKFzzMyVaXiDpe4+CGZuvjQ8b1l6o6a5dhqNwdYp0yBNf5/M7INhml7xhttZeDIu7XZGvwXpfEbMllmC+sy9D3rbGb2BOtkMv5s67TR6Hyy9QdewPt3zhGGazrnHzK6a/7yY/swbff906hOhfz4T7Oy1f9va628nN/c2CDrnEINjJAq65wb9NJlYdOw1uudZw/LNHHeNhe+JcZlFDN9X0SDVVJpxzabbUt5PyTTfTtN099bw2ApmXpk+Ypa/t4bfDcN3xVLmcpbF+2CunRq9/TO9nbnPkvFxMZ1mKl/ha8vO3YYTEei9t0b/ponF/m24nbnvsGGK/r8GBp9BQTefmeNisKuKB9dn8qryuFoOO6xSrO5X9PPzwyeffIKbN2+id+/ecHV1RatWrbBixQrk5eUBAFQqFaZMmWJ1Y4mIiIiIqIggCJIvVHYkG9SpUCgwceJEnDp1Cp999hm2bt2KoKAgjB8/HsOHD0dmZqZUVREREREREcCp5quYMrmjrnv37ti2bRsOHjwIuVyO3377rSyqISIiIiKq2Rh8VSllOp1JaGgoli1bho0bN5ZlNURERERENZMgk36hMlMuR/e5555Dz549y6MqIiIiIqKaQy6DIOECOYOv4kREREhSTrkd3d27d5dXVURERERENQOHHZa5nJwcTJ8+XZKySj3VPBERERERVTSpA6bqF3xNmDDB6LEIllIqlTh69CiysrIkaQuDLyIiIiKiqorP+Xqka9euYf/+/aUOwIDinoNZOjUq+NqxYweeeeYZrFixAuPGjavo5hARERERWUWQCRBk0gVMUpZVWUybNg0XLlzAjBkz4OXlBRsby0MgpVKJ6OhorF69WpK21JjgKyUlBZMmTaroZhARERERSYc9X480ePBg7N27FzNnzizV9hMnTsTevXslaUuNCb6mTJki2VhNIiIiIqJKQSYrXKQsr5qRy+VYuHChVWXcuXNHkrZUv6NbjNWrVyMhIQHPPvtsRTeFiIiIiEg6Qhks1ZCbm5vZ9OTkZMTExOi9ViqV2tcyiYLSah98xcXF4b333kNERIRkB42IiIiIqFKQCdIvNci5c+fw1FNPwdfXF71799auT0xMxPDhwzFz5ky9IMxa1T4amTBhAubMmYN69epVdFOIiIiIiKTF53yV2vnz5/Hkk0/in3/+gSiKerMhNm7cGJs2bcLFixfRsWNHZGZmSlJntQ6+fvjhB9jb2+PFF1+s6KYQEREREUlPgMTBV0XvUPl57733kJubi2nTpmHJkiVwcXHRS5fJZJg5cyaOHz+OOXPmSFJntZ1w49q1a1i4cCEOHz5c4m3z8/ORn5+vfZ2RkSFl04iIiIiIJCEIgmTPoHpYXk2xb98+rFu3DoMGDQIAfPXVV0Z56tatCwDYsGEDFi9ebHWd1bLnS6PRYOzYsfjyyy/h4+NT4u0XLFgANzc37RIUFFQGrSQiIiIishLv+So1Dw8PbeBlysWLFwEUPrZKCtUy+Pr888/RqFEjDBw4sFTbz5o1C+np6dolNjZW4hYSEREREUmAwVepBQQEmB3hptFoMG/ePABAgwYNJKmz2g07PH36NH755RccO3as1GUoFAooFAqj9aJGA1GjLnyhE7YafkQFQa7zQlOqNgiCflws6rwWDGuU2RalyW31kgRZ0VssCDYm0wAR+kx/8TQqVdFWatOzv2iPVTFtM+zS1r3B0bi7W9D5y2A7E/kMXxrtjdkuddMb6r4USzIoupTnMd1jYbTvQvH5ChPFYvMZ5tU97obNNNpON81kiwEIhmXq1GeYVb9h+oli0WfebFvMHluDGs2873rH11w+w++m3ufTuFRLWmbu8ymKMoMk02nm3xnddhpuJys2n3Feg/LFovObnaNcL0mtk1Vu8Cap5EXnBtGoTNO/CQo65Wh0zq0ag000OpXLjM4Z5o68WMxfD17rZJUZJGp0PzoG3ymNmW+Ouc+Ope00Piea2QezaeZemd4HjV6K5dvpvjb8V9JcWzR6x8wwp9lvlcmWmHvfddtm+l0wf4o39x6Z/zfNNI1BTrneedZ0KYZpuvUbl2m6XRrR9DHTe9cNvw86icbvu6V7X7rtDN8jmZn+h4d5NWbf2UqED1kutUmTJmHMmDFYs2YNnJyc9NLS09Px0ksvISoqCoIgYNKkSZLUWe16vr7++mtcunQJrq6u2jGwD5eIiAgAwPjx4yEIAsaNG1exjSUiIiIiskpJJtOwYKkqQWcJnT9/3mjd2LFj4eXlhQYNGuCFF15AcnIyZs2ahcGDByMoKAgbN24EAAwaNAivvvqqJO2odj1fPj4+aNiwYbFp9+7dQ0ZGBmrXrg03Nzf4+fmVc+uIiIiIiCQkg7TdKdWua6bQyy+/jKioKKP1y5cvx4oVK7Bo0SIkJyfjs88+06YFBQXhjTfewGuvvSbZRCTVLvhasGABFixYUGzauHHjEBERgQULFrDXi4iIiIiqPg47tMg///yDsWPHYvHixfDy8tJLGz9+PMaPH4/ExETcvn0bKpUKfn5+qFOnjuTtqKaxLRERERFRDcCHLFts1apVqFu3LiZPnoyTJ08apfv4+KBVq1Zo165dmQReAIMvIiIiIqKqSyiDpRqqX78+4uPjER0dDTc3N/Tu3Rtt27ZFREQE8vLyyq0dDL6IiIiIiKoquUz6pRp666234OPjg8cffxwLFy7EnTt3MH36dPz8888ICAjAG2+8gUuXLpV5O6rn0TXhl19+gSiKvN+LiIiIiKoH9nxZ5KWXXtJ7bWdnh1GjRuGff/7B/v37odFo0L59e3Tv3h2bNm2CWq02UZJ1alTwRURERERUrfCeL6s1btwYX3/9NeLi4jBq1CgsXLgQQUFBmD17NmJjYyWti8EXEREREVFVxZ4vyTg4OODFF1/EkSNH8NFHH+Gzzz5DSEgIBg4ciJ07d0pSB4MvIiIiIqIqShAEyZeaSqPRYOPGjejUqRNeeuklqFQqqNVqREVF4Y8//pCkjmr3nC8iIiIiohpDJhQuUpZXw6SmpmLp0qX44YcfcOfOHYiiCAAICQnBK6+8ghdffBGurq6S1MXgi4iIiIioqpJ6qGA1jb12796NPn366K07c+YMvvnmG6xZswZ5eXnaoOupp57Ca6+9hmeeeUbynkAGX0REREREVRV7vizyww8/oE+fPlCr1di2bRu+++477Nu3DwAgiiLs7e0xatQovPbaa2jatGmZtYPBFxERERFRVSX1DIXV9J6v7du344knnsCtW7dw//59bS9XQEAApk2bhsmTJ8PT07PM28EJN4iIiIiIqioBhVf0Ui0SxF6RkZHo0KEDfvnlF7P5Tpw4gX79+qFevXpo0KABZs6cidzcXJP5CwoK8Omnn6Jhw4aoX78+unTpgujoaIvbFRMTg9TUVIiiiHbt2mHt2rW4efMmZs2aVS6BF8Dgi4iIiIio6qpEz/nasGED2rZti/79++PQoUNm827fvh0dOnRA9+7dcePGDfz33384cOAAunfvjuzsbKP8+fn56NOnD1auXIk9e/bg2rVreOWVV9CjRw9s3LjRovbJ5XI8//zzOHLkCA4ePIjhw4dDLpeXal9Li8EXEREREVFVVYme89WqVStER0cjNDTUbL7Y2FiMGjUK3bp1w4wZMwAAbm5uWL58OQ4fPoy3337baJuZM2ciKioKK1asQHBwMABg6NChGDJkCMaNG4cbN26YrdPZ2RnHjh3DqlWr0Lp161LuofV4z1cJFD77oJh41WCdzMZO+7daqdbPK2pMly/TibwNfnUQhKI0QW5rsJ2Nzt/6bREEnTSDyF4QdcoxbJde/aJ+krooTaNRwRTD2WF0j51omCY3s++6ZwGjNNOvzBF099foFx7T+66bVrJzk245hluWLs3svguiqRT9bGZ+3TK7ndEac/tg6TEztw+lfR8Mt9NNMkgr7rutrUO3FsPvmJk6zBDMHjPd8o23LEozSNT7Hps5MoLBuUCnHNHwk6V3XPT31cbRXfu3U4CzXpqdUDRsRG5QplynmRqDfRB1jqfRuy4KxaeJ+mVodFJlBnVr9F5a/t6JOnkN22ymKXqfM8M0QTS9r7p5BYPPqm6azPBzrLO/GsPPpoW7qzHaPdMb6tZvuJ1hu/VKNLN/5uh+Pox2z8xxMfdtM95fnTRR9zxk5n03XYRRqrlvqWimJN3vpsZMvtJeNxt9BiEW+zcA6F7ZGB1PM3XIzZy71aLp+vTL108z/I5byty/9PIH33Fz3/VKpRLd8xUSEgIACA8Px5UrV0zmmzt3LjIzMzF+/Hi99Q0bNkTr1q2xZMkSvPrqqwgLCwMA3Lx5E99//z0aN26MNm3a6G0zZswYrF27FrNmzcK6detM1vnCCy+gRYsWpd01ybDni4iIiIioqpLyfq+Hi5Xs7e1NpimVSu0wwQ4dOhilt2vXDqIoYtmyZdp169evh0qlKjZ/27ZtAQBbt25FSkqKyXpnz55tcfvLEoMvIiIiIqKq6uFU81IuVjI3smb//v3IyMiAQqFAQECAUXqzZs0AAFFRUdp1kZGRAIp61nR5eHggICAABQUFOHDggMl6vb29LW5/WWLwRURERERUVZXRPV8ZGRl6S35+viTNPXnyJAAUG3gBgLu7O4DCByCr1Wq9bQIDA81uExMTI0kbyxKDLyIiIiKiKqpwTgJpFwAICgqCm5ubdlmwYIEk7U1KSgJQFDAZcnNzAwCoVCqkp6cjLy8PWVlZFm2TnJwsSRvLEifcICIiIiKqqqycobDY8lA4I6Grq6t2tUKhkKT4h/dlOTo6Fpsu05k8Li8vT++5X4/aJi8vT5I2liUGX0REREREVVUZBV+urq56wZdU7OwKZwUXTcx0WlBQoP3bw8MDmZmZ2teP2sbDw0OqZpYZDjskIiIiIqqqBBg/JNmqpWybW7t2bQAo9kHKAJCWlgYAcHJygr29PTw8PLQB26O28fLykraxOv766y9JymHwRURERERUVckF6Zcy1Lx5cwDA3bt3i01PSEgAALRs2bJw9+RyNG7cuETbSE2j0WDYsGGSlMVhh0REREREVVUZDTssK0899RTs7OyQmJiI5ORko96qq1evAgD69u2rXde7d2/ExMTg3LlzRuUlJycjPT0dTk5O6NSpU7F1fvTRR6Vur1KpxP+3d9/xUdT5/8BfM5tGAgmJoYMQQlGEHEgLRNopBwgnLQpSVMohVRRR4EfXkyae5QQjRfo3FAWEA4VTUSIgIAQpAgoCoUhJgIQkpGz28/uDy2ZmtiS7mU2yu69nHvN4ZOfzmU/b3Zm8MzOfSUhIMJ9dKy4GX0RERERE7szFAZOegoOD0a9fP6xZswZ79+5Fnz59VOkHDhyALMuqM03Dhg3Du+++i71791qUd+DAAQBA3759bU4KsnXrVvzyyy/m17buHbNGkiQIIew+u8wRDL6IiIiIiNyUcnp4vcorLqPRCADm53RpzZw5E5s3b8bq1atVwdfJkydx9OhRjBgxAvXr1zevr1+/PkaMGIG4uDgcO3ZMdXnhqlWrUK5cOcycOdNme8aMGYPXXnsNAwcORHh4OHx8ih4C5ebm4scff0RCQkKRt7GHwRcRERERkbsqY5cd3r9/H8ePHwcA/PTTTxg2bJhFnsjISHz66ad46aWXsHbtWgwaNAhJSUkYNGgQYmJi8P7771tss3DhQhw+fBgjR47Ezp07ERoaio8//hjbt2/HunXrULduXZttGjhwIBISEvDJJ5841SchBCpXruzUtlqccIOIiIiIyF1JLlic1L9/f4SHh+PEiRMAgGXLluGhhx5CXFycRd6BAwdi586dWLx4MerWrYunn34agwcPxnfffWf1eV5BQUHYs2cPoqOj0aJFC9SvXx/ffvstDh8+jNjYWLvtCggIsHtmrDCSJOHIkSNOb6/EM19ERERERO4qf4p4Pctz0vr16x3K37lzZ3Tu3LnI+StUqIAPPvgAH3zwgYMtAyIiIhzeBgA2bdqEvLw89O/f36nttRh8ERERERG5KcnwYNGzPCrQu3dvVK9eHZmZmRg6dGixy2PwRURERETkrsrYPV/uxGg0Yvbs2di5cydSU1NhMplU6SaTCXfv3kVaWhqmTJnC4IuIiIiIyKuVocsO3c0///lPvPPOO0XK27FjR13q5IQbRERERETuqgxNuOFu1q9fjx49euD777/H77//jp49e+LIkSO4cOECLly4gD/++AOxsbHYvn07NmzYoEudPPPlAMngC8nga7FeNvhZ5DOnmdTPNzDl5Sg3VG8nCk51SrLmrZEK4mTZR1Of5KPIpomnFf+9kDQX8cqKdgrNaVYVO9f+irxcm/Up2wwAQjIqkux99DTfetV/YOztERzYW6japlOZ9issdpr2cYDKrSwfFShZzafNq+NTQZzayt4jDiUU9X13hGT1V21bLGpTfF4s34eivUd226JLPqi+K9pvtOoTb/FfzaL1T9sW2TfA/Ltf5TBNU5JtlAEYREF9JknTUqEYT83uTDYVpBkNBS01mNQ7KWWZ2udoCkUPHXm/FFVD1hRq77Oj6I5lfUV8a4WdfCZNIcq2CU2N2rw2y9RsZ39clJ9/zbjY2VCZU9a0S1uOuj7FdkVsl7ZM7edR218l2U7/lCTt58zODlr5UvsEJHufF+WHWTu2QvW+23vHbPfB4vNi57sCu2m2a1N+203aL6fie2vvuJWn2U79HmmKVB0Lbb/v2jT5f69lHY+SrsQTX867efMmjh07hoCAB8ezESNGYO/evRg/frw5z5w5cxATE4NDhw6hdu3axa6TZ76IiIiIiNwVz3w57eGHHzYHXgDQtWtX7NixA7m5BScX6tWrh4CAAIwePVqXOhl8ERERERG5q/xTX3ouXqJy5cp47733cOnSJeTk5ECSJMTGxuLNN9805/nll19w7do1/PDDD7rUycsOiYiIiIjclCRb3OlR7PK8xZQpU/DUU0/hzTffRLVq1ZCUlIRhw4ahdevWaNmyJWrXro1du3bBZDKhTp06utTpRcNLRERERORheNmh0zp16oQ1a9YgKioKbdu2hSzLMBgM2LRpE1JTU7F582ZkZGSgfPnyTj3Y2Rqe+SIiIiIiclOSJFmZSKl45XmTAQMGYMCAAap1EREROHHiBL755huYTCa0adMG4eHhutTHM19ERERERO6MZ72cEhcXZzPN398f3bt3x9///nfEx8dbPIDZWQy+iIiIiIjcVP49X3ou3uJf//pXkfL169evyA9jLowXDS8RERERkYfhPV8ud+/ePXz22We6lMV7voiIiIiI3JQkS5BkHe/50rGssiYhIQETJ07ErVu3AABXr15F3bp17W6TlZWFmzdvonr16rq0gcEXEREREZG70vtslefGXmjXrh327NmD8ePHY/ny5ZAkCRcvXix0u8qVK9u9P8wRDL6IiIiIiNyU3s9F9vTJDgMDA7F06VLUqFEDq1evxp49e2zmlSQJ5cqVQ6VKlXSrn8EXEREREZG74pkvp8yaNQt37txB7dq1S7ReTrhBREREROSm8s986bl4iw8//LDIeYcPH65LnQy+iIiIiIjcFaMvl8rLy8OePXuwevVqXcrjZYdERERERG6K93w5Ly8vD3PnzsX//d//ISkpCffv33d5nQy+iIiIiIjclN4PRvamhyyPHTsWS5YsgRCi0LySTlGpFw0vEREREZFn4VWHzouPjwcAzJgxA0lJScjNzYXJZLJYfv75Z/j6+upSJ898OUD2DYLBLwgAIERewXoff1U+SfZV/G5Ul6GIrCXZ9vBLBvUbrPweyD5+2twFv0k+NlKsUNYvmdRpynZqYnRl/yDl2txOwKRJKhgzSdL0T1L2Qfs/AeVr2z0q/H8WqhqLlMtemdoSiprXkXYqtzNptpQUqcJumm2OjZlr2euDvbG2n1b0I4j9sSjZ8Sx6/9TsfSZMijRZ850Wqny23wdovtOyb7mC34PKq9J8JGV96pb6KF5r9iCqnJLJoEkreG0wFey/ZKHen+TJWYo0dZtNkvJ3dV9lYWf/otzOZi7HPgP28irbZq9dlqUU5DVpNpPs/GdX9S5rdsHKYbIcM9tp6nzqxijz2vuHs7brwu43QJGiKVRZjqxJU/ZX+71RZpUdaKdSnp00bVKeYlwshlOyns+yJAc+hYoOastUjpP2M2/vP/fKfYZRu88QtvdRkija+QDtPkr52vnvX1k6GjqBsx06rWLFiggMDMSsWbPs5nv88cfRpUsXXerkmS8iIiIiIjclSZLui7d4/fXXkZ6ejpycnELzzp07V5c6GXwREREREbkrvS859J7YC+PGjcPzzz+PxYsXF5r3ySef1KVOXnZIREREROTOvChg0tPq1asRExODuLg4mEwmhIeHW+QxGo3Yv38/bt68qUudDL6IiIiIiNwUp5p33vvvv4/jx48DAA4ePGgznxBCt8sxGXwREREREbkpWX6w6Fmet5g+fTpiY2PRpk0b1KlTB76+vhZBVlZWFo4ePYpz587pUieDLyIiIiIid8VTX07r06cPOnfujF27dtnNl5WVhSpVquhSJ4MvIiIiIiI3xdireObMmQOj0QgfH9thUUBAADZu3KhLfQy+iIiIiIjcFIOv4mnevDkA4ObNm9i9ezeSkpIQHByMJk2aoH379ubLEPV6zpdHB19CCCxZsgSLFy/G2bNnERgYiHbt2mH69Olo0aJFaTePiIiIiKhYGHwVT3Z2NiZNmoS4uDjk5uaq0qpWrYq3334bQ4cO1a0+jw6+Xn75ZSxduhQAYDAYcOfOHWzbtg1fffUV1q9fjz59+pRyC4mIiIiInMfgy3l5eXno0aMHvvvuOwgh4O/vj8jISISGhsJoNOLy5csYPnw4Dh48iE8//VSXOj12PpOvvvoKW7ZswapVq5CWloasrCxs3boVlSpVQm5uLoYMGYLk5OTSbiYRERERkdMkWf/FW3z88cf49ttv0b59e+zcuRP37t3DyZMnkZCQgAMHDuDKlSs4duwYDh48qNs9Xx47vCtXrsR///tfvPDCC6hQoQJ8fHzQs2dPxMfHAwDS0tKwbdu2Um4lEREREZHzJEnSffEWq1atwvjx47Fnzx507drV6qQbUVFR2Lp1KxYvXqxLnR4bfLVr1w5Nmza1WP/kk0+iWbNmAIBbt26VcKuIiIiIiPSTf9mhnou3uHr1KubPn19ovjp16ugWN3hs8DV27FibafXr1wcA1K5du6SaQ0RERESkOwZfzqtWrRr8/PwKzXfx4kVcv35dlzo9NviyJzk5Gf7+/ujatWtpN4WIiIiIyGkMvpwXGRmJ3bt3282TlJSEvn37IioqSpc6PXq2Q2syMzNx4MABDB8+HBUrVrSaJzs7G9nZ2ebXaWlpJdQ6IiIiIqKi42yHznvjjTfQrVs3vPbaa+jduzfq1KkDSZJw9epVnD17FvHx8fjyyy+RnZ2NL7/8Upc6vS74WrZsGSpUqIC33nrLZp65c+di9uzZJdgqIiIiIiLHMfhyXnR0NN577z2MHj3a6t/+QggAwMyZM9GjRw9d6vSqyw5TUlLwzjvvYNWqVQgLC7OZb8qUKUhNTTUvly9fLsFWEhEREREVjSxJkGUdF2+KvgAMHToUR44cQd++feHn5wchhHlp3bo1vvrqK8ycOVO3+rzqzNc//vEPvPHGG4Xe6+Xv7w9/f3+L9bJvAGTfcg9eiDzzesngq8onyQZFmmaIFQ9PkDXbCcV2skFz85/ieyBJmvpUX5Kix9OSolBJs52QhPKVKk32KWibKS9HvZ3JqGiXpi3K1xZpirYoxuFBUkGauiWWr50hNKUox8WkSw2qt8/pErXttFeSuj7napRge+drb8zspTlCWY62BGUNjqTZr8/2dvY+E/beW9nJcRF2WqOsX7bSUlv1KVtncuC9NSl+t6hP8d30CVb/QyvAYG/MbNcvCVmRT70vMCgOWbKdfEYpy/x7nmT5rpjLM2nGVlbs14V6HyUp82rKFJJJkWR7H6zM978VNss0mAr6atJup2qYers8xVgL7WdHtl2O6j0R6u2UNRhM6rFWjpmyzVrad8GgWGGvf5KmLcrXFuOpGAth58ufp/0YKz9L2r4r+me5ne067Ly12pw2t7Pog0nxHbZTaFHbpa1d83WAUfVZ0u4XCjLLFvXZbqdRFLxnFt9NxUt7+wjt/iRP2Omwohh7+25tffl59fobwNV45qv4HnvsMWzcuBGZmZk4f/48MjMzUbduXVSqVEn3urwm+JozZw4efvhhTJw4sbSbQkRERESkGy+Ml3SxefNm9OnTx/w6MDAQTZo0Mb9OTk5GZmam+fXDDz9c7Dq94rLDtWvX4uzZs3j//fdLuylERERERLopS7MdbtmyxepDm/v162eR9+jRo+jevTsiIiJQr149TJo0Cffv3y/GSDguNjYWvXr1QnJystX0P//8E7t370afPn1Qt25dXer0+OBr8+bN2Lp1K5YvX27xxO68vDzez0VEREREbqssBV9z5861un7ChAmq19u3b0fbtm3x5JNP4sKFCzhy5Aj27duHJ598EhkZGc43wAnbt29HVFQUdu7caZHWpEkTDB8+HN988w0MBoOVrR3n0cHX1q1bsWrVKqxbtw4+PuorLK9fv46XXnoJf/zxRym1joiIiIioeGRJ0n1xxjfffAN/f3+cPn1atZw9exatW7c257t8+TIGDhyIv/71r+agLCQkBMuXL8dPP/2EN954Q5dxKYpKlSqhZcuWuH79Ov7+979jzJgxVs++VaxYEVWrVtWlTo8NvtatW4dnn30We/fuRY0aNRAeHm5egoODUa1aNfzwww9o3759aTeViIiIiMgpZeXM19y5czF16lQ88sgjqqVBgwaqfLNnz8a9e/cwZMgQ1fqGDRuiZcuWiIuLw+nTp50dDoeEhIRg3759mDlzJgwGA+Li4vD444/jyJEjFnmtTcbnDI8Mvnbs2IHBgwfDaDTi7t27SElJUS337t0DADz//PMWlyISEREREbkLWdZ/cdShQ4ewf/9+XLp0CWfOnLGZLzc3F5s2bQIAtG3b1iI9OjoaQggsW7bM8UY4yWAwYObMmdi/fz8aNGiAs2fPom3btpgzZ475OV968sjgq3v37jCZTKp5+q0t8+fPL+2mEhERERE5rSyc+ZozZw6ysrIwcuRIPProo2jZsiV27dplkS8hIQFpaWnw9/dHjRo1LNLzZxrcs2eP440ophYtWiAxMRFjxoyB0WjE9OnT0b59e1y8eBEAdAvEPDL4IiIiIiLyBtZmFyzu4oiUlBQkJyejYcOG5kkpfv75Z3Tt2hWvvfaaKmhJTEwEAKuBF/Dg3ioAOHHiBPLy8qzm0VNubq7qdUBAAP7973/j66+/RrVq1bBv3z40bdoUK1eu1O1qOQZfRERERERuylVnvtLS0lRLdna21fofeugh/Pjjjzhz5gySk5Px2WefoVq1agCADz74ADNnzjTnvXXrFoCCIEsrJCQEAGA0GpGamqrTCNn2559/4vbt2xbrO3fujJMnT6Jfv35IS0vDsGHDcP78eV3qZPBFREREROSmZEn/BQBq1aqFkJAQ82JrGnmlihUrYsiQIThz5gxiYmIAAPPmzcOFCxcAPDhLBjx4mLHVvihuOMvKyirOsBRJTk4OoqKiMGbMGJw7d06VVrFiRcTHxyM+Pt4cFOrBp/AsRERERERUFhX32VzWygMeTAkfHBxsXu/IbH/BwcHYuXMnoqKicOnSJXzxxReYOHEi/Pz8ANi+fyonJ8f8e1hYmBOtd4zJZCo0T79+/dCuXTtMnDhRlzp55ouIiIiIyE256rLD4OBg1eLoVOvBwcGYNm0aAJgv2ct/VpatBynfvXsXABAUFISAgAAnRsM1qlevjg8++ECXsnjmi4iIiIjITRkkCQYdT33pWdZTTz0FAChfvjwAICoqCgBw7do1q/lv3LgBAGjatKlubdBLVFQUrl+/XuxyGHwREREREbkrnS87hI5l5U+8ER0dDQDo1KkT/Pz8cPPmTSQnJyM8PFyVP/++q27duunXCADffPMNtm3bhmHDhuEvf/mLef3q1asL3TY3Nxfff/+9ebKQ4mLwRURERETkplx1z5ceTp48iYiICPTo0QPAg0sR+/XrhzVr1mDv3r3o06ePKv+BAwcgyzKee+45/RoB4LnnnkNqaiqOHDmCffv2mde/8847FhNtWCOE0G2qeQZfRERERERuSpYkyDpGTI6WZTKZkJqaitDQUIu0efPm4bPPPlPdLzZz5kxs3rwZq1evVgVfJ0+exNGjRzFixAjUr1/f+Q5Y8eqrr2Ljxo0YOXKkav3LL7+MN954A3/9619RpUoV+Pr6Wmybk5ODgwcPmmdsLC4GX0REREREbqq0z3z16tULO3fuxNixYzFjxgyEhYXh1q1bmDt3LoYPH46OHTuq8kdGRuLTTz/FSy+9hLVr12LQoEFISkrCoEGDEBMTg/fff1+/zvzPjBkzMGPGDIv1Q4YMwf79+/H555/b3T4zMxPVq1fXpS0Mvhzg4xcIH78gAIDJZDSvl2T1pJGyVDCsQlZH0JKs/F29naS4yFaSDDbToElTTpIpoJ66U7Jz4a6kmOxS+0WTYH0KUACQfcqZfzfkGVVppjzrD+B7UIdB8btsM83yW1/wWtsqk2KNtu9KtlMKy22nTE2S8qVsMewFK0w2ple1RlmMditlmkmTKivrc+Azoc5X9PGUpYI1eZr+FfXGXXvDotepfvv1FzTA8r9+tj9nkurzaTEydraz0xZFXm0+k+obb3vCWnU+dTu1Wylbpv18qsdC3RrZp+A/mf6V66jSAn1sj4tsd79UsC8waA5RBvjZ2EZdXq6pYLs8Wb2PMuQVpMnQ7GdV+zNNXxV5TSJPlSakgrE2CPU+XyjeBwHtlMaKMZLUabIoaKcktNspPo+a7YTiu2gw+WjS1O22XiIgC4PNfBb7D1PBa8u+29vXKT7jdr782vqE6ruoaYuqHDvfYUnzXRQF3wht35WzUNvdc1uUqaxa0wfFe6btn2ySreYDgDy54P0zmGyPtbZ/6v2Juj6jokxt342yop2azivfM6F9GxS/myz2pQVl5kna91bRP6H9+0hZgr3Pi1qO4rtqbz9ksNgrPnhtdOB4XZok6Bx8OZh/woQJuH79OpYtW4ZVq1ahXbt2iImJwbRp02xOFz9w4EBUrlwZM2fOxIwZMxAYGIghQ4Zg3Lhx5unoS0JoaCgmTJhQaL7AwECsW7dOlzoZfBERERERuanSnu2wY8eOOHTokMP1dO7cGZ07d3Z4Oz0tXLgQ//73v/HWW2/hxRdftJu3e/fuutTJ53wREREREbkpWdJ/8RZvv/02rly54lTw6CwGX0REREREbspVD1n2Bp06dUL58uXx1ltvFZp3+fLlutTJ4IuIiIiIyE09CJgkHZfS7lHJWbVqFWJiYvDTTz/ZzXf79m288sorutTJe76IiIiIiNyU3pcKetNlhx9++CGio6MxefJkrFmzBo0aNbLIk5mZie3btyMrK0uXOhl8ERERERG5qdKeat6dff311zh48CCEEDh16pTdvHzIMhERERGRlyvthyy7s4kTJyI2NhbPP/886tatCx8fy9DIZDIhISEBP/zwgy51MvgiIiIiInJTsgQYeNmhU3r37o0nnnii0Gd4GY1GhIeH61Ingy8iIiIiIjeVP1GGnuV5C0mSsHjx4kLz+fj4YPfu3brUyeCLiIiIiMhNccKN4mncuDEAIDExETt27EBSUhKCg4PRpEkT9OrVCyEhIQCAVq1a6VIfgy8iIiIiIjfFM1/Fc+fOHQwZMgTbt2+3SBs5ciTeeOMNTJs2DX5+frrUx+CLiIiIiMhNydD3wb3e9BDg+/fvo1OnTjh+/DgAICIiAo8++ihCQ0NhNBpx+fJlLFiwAMeOHcOXX36pS2DK4IuIiIiIyE3xzJfzFixYgOPHj+OFF17A5MmT8cgjj1jkSU5ORv/+/bF06VKMGDGi2HV6U3BLRERERORR8u/50nPxFhs2bMDChQuxcuVKq4EXAISHh2P9+vVYsWKFLnXyzBcRERERkZsyyBIMOkZMepZV1t25cwevvvpqofnCw8Nx584dXepk8EVERERE5Kak/y16luctqlSpAlku/ELA48ePIzk5WZc6edkhEREREZGbkiVJ98VbNG3aFGvXrrWb59ChQ+jVqxeio6N1qZNnvoiIiIiI3JQkPVj0LM9bvPnmm2jbti2+++479O7dG3Xq1IEkSbh69SrOnj2L+Ph4HDp0CLIsY82aNbrUyeDLAbUa1EVwcHBpN4OIqIyoYzNl9vlnCn4vgZYQEektLS3N/IDdskyCvmerJC+68LBRo0aIj4/H4MGDsWrVKot0IQR8fHzw6aefIiYmRpc6edkhEREREZGbklyweJNu3brh119/xeuvv47q1atDCAEhBMqXL49+/fohMTERQ4YM0a0+nvkiIiIiInJTet+n5U33fOWrXLkyFixYgAULFiA9PR0ZGRmoVKlSkSbjcBTPfBERERERuan8qeb1XDzRxx9/XKR85cuXtzoLYlG3LwyDLyIiIiIiNyW54McTvf3228Xa/q233tKlHbzskIiIiIjITcnSg0XP8jzRrVu38NZbb6F///4ICAgo8nZZWVmIj49HSkqKLu1g8EVERERE5KYkSYKk52yHHnzP1+zZszF7dunOwcvgi4iIiIjITcnQ9z4iT74nSQjh9LZ6BaUMvoiIiIiI3BTPfBXdtGnTEBsbi6CgINV6IQS6du2KXbt2WWxz//59bNiwAXPmzNGlDQy+iIiIiIjclEGSYNAxYNKzrLIkLCzM7qQZfn5+iIyMtJrWuHFjLFq0SJd2MPgiIiIiInJXOp/5gocGXxMmTCjW9hMnTtSlHQy+iIiIiIjcFGc7LJr/9//+X6lun4/BFxERERGRm9L72Vye+pyvssKTJzQhIiIiIvJokqT/4olWrFhRqtvnY/BFREREROSmJBf8eKKpU6eW6vb5GHwREREREbmp/Hu+9Fw80fXr1/HJJ58gPT0dJpNJteTl5QF4MOW8Ni0jIwMrV67EjRs3dGkH7/kiIiIiInJTsiRBlvQ7nyJ76nWHAMaOHYuxY8faTPfxcX1oxOCLiIiIiMhN6X2flgfHXhBCOL2tXtP5M/giIiIiInJTnO2w6IYOHYrY2FiUK1euyNvcv38fmzdvxvLly3VpA4MvIiIiIiI3Jf1v0bM8TxQSEoIlS5ZAlh2/RPNvf/sbNm7cqEs7GHwREREREbkpSZJ0uyQuvzxPNHr0aKcCLwCQZRljxozRpR0MvoiIiIiI3BTPfBXNO++8U6rb52PwRURERETkpnjmy70w+CIiIiIiclMyJMg6nq/SsyyyxOCLiIiIiMiNMVxyHwy+iIiIiIjcFJ/z5V4YfBERERERuS1OueFOnJtv0Y3k5ORg3rx5aNiwISIjI9GhQwfs3bu3tJtFRERERFRskgsWch2PPvOVnZ2Nbt264caNG/jvf/+Lhx9+GJs2bcJTTz2FdevW4dlnny3tJhIREREROU3634+e5ZHrePSZr0mTJmHPnj1YsWIFHn74YQDAs88+i9jYWLz00ku4cOFCKbeQiIiIiMh5PPPlXjw2+Lp48SIWLVqERo0aoVWrVqq0wYMHIzMzE1OmTCml1hERERERFZ/kgh9yHY8NvjZs2ACj0Yi2bdtapLVu3RoAsGXLFqSkpJR004iIiIiIyAt5bPC1Y8cOAEDdunUt0sLCwlCjRg3k5ORg3759Jd00IiIiIiJd8LJD9+KxwVdiYiIAoGbNmlbTK1asCAA4duxYCbWIiIiIiIi8mUfOdpiVlYX09HQABUGWVkhICAAgOTnZIi07OxvZ2dnm16mpqQCAtLQ0nVtKRERERGVR/t99QohSbol9Genpup6tyvjf39DkGh4ZfCnv4woMDLSaR5YfnPTLysqySJs7dy5mz55tsb5WrVo6tZCIiIiI3MG9e/fM/7QvS/z8/FC1alW07tBa97KrVq0KPz8/3cslDw2+lB8WW/+tyMnJAfDg/i+tKVOmYMKECebXJpMJt2/fxkMPPQRJ4pWw+dLS0lCrVi1cvnwZwcHBpd0ct8fx1BfHU18cT31xPPXF8dQXx/MBIQTu3buH6tWrl3ZTrAoICMCFCxfMf9Pqyc/PDwEBAbqXSx4afIWFhcHPzw85OTnIyMiwmufu3bsAgPDwcIs0f39/+Pv7q9bZunyRgODgYK/eOeuN46kvjqe+OJ764njqi+OpL44nyuQZL6WAgAAGSW7GIyfcMBgMaNSoEQDg2rVrVvPcuHEDANC0adOSahYREREREXkxjwy+AKBLly4AgFOnTlmkJScnIzU1FUFBQWjXrl1JN42IiIiIiLyQxwZfw4YNgyzL2Lt3r0XagQMHAAB9+/a1uLyQis7f3x8zZ87kGOqE46kvjqe+OJ764njqi+OpL44nketIoqzPn1kMo0aNQlxcHBITE1WXF8bGxmLnzp04efKk1YcwExERERER6c2jg6+MjAx06NABPj4+2LlzJ0JDQ/Hxxx9j4sSJWLduHWJjY0u7iURERERE5CU8crbDfEFBQdizZw+mT5+OFi1aQJZlNG7cGIcPH0ZUVFRpN4+IiIiIiLyIR5/5IiIiIiIiKis8dsINIiIiIiKisoTBl4fLycnBvHnz0LBhQ0RGRqJDhw5WZ4AEgPPnz2PgwIGoVKkS/P398eijj+Kdd95Bdna2y+vOd/ToUXTv3h0RERGoV68eJk2ahPv37ztVvys406d8eXl5iI6ORp06dUqs7rI8nsUZy99//x1TpkzBM888g/Hjx+Ozzz5zed1leSwBx/qUmZmJ6dOno2HDhqhZsyaqVq2K7t27Y//+/S6vO19ZH898O3bsQNu2bbFy5Uq7+fTsj7ePJ49FRVfUz6cSj0VEpUyQx8rKyhKdOnUSjRo1EpcuXRJCCLFx40bh6+srNm7cqMp78uRJERoaKgAIHx8fAcC8PPHEEyIzM9Nldefbtm2b8Pf3F++9954QQoi7d++KmJgY0aZNG5Genu5o93XnTJ+U3n77bQFA1K5du0TqLsvj6exY5uTkiMmTJ4vKlSuL1atXi7y8vBKpuyyPpRCO9en+/fuiVatWomHDhuL48eNCCCGys7PFhAkThMFgEFu3bnVZ3fnK+ngKIcSGDRtEq1atzPvBFStW2MyrZ3+8fTx5LCoaRz6fWjwWEZUuBl8ebPz48QKAOHjwoGr9888/LwIDA8Uff/xhXteqVSsRGxsrTp06JUwmk7hy5YoYPHiwecc+ZcoUl9UthBBJSUmiQoUKolu3bqr1Z86cEZIkiVGjRjlUvys42ielxMREERYW5vQBz9PG05mxzMjIEE8++aSIiIiwO9Z6113Wx1IIx/q0cOFCAUDs379flTcvL0/Uq1dPVKtWzaGg1hPHUwghzp8/L7KyskT9+vXt/nGrd3+8fTx5LCqaoo6nFo9FRKWPwZeHunDhgvDx8RGNGjWySNu5c6cAIPr16yeEEOLYsWPiueeeEyaTSZXPZDKJ9u3bCwCiVq1aLqk737BhwwQAq/85a9WqlZAkSfz6669FboPenOlTvqysLNGkSROxZMkSpw54njaezvTHaDSKHj16iODgYHHu3LkSrbssj6UQjvfp6aefFgCsnkGIjY0VAMSNGzdcUrcQZX88tZ577jm7f9zq2R9vH08eixxX2OdTicciorKB93x5qA0bNsBoNKJt27YWaa1btwYAbNmyBSkpKbhy5Qrmz58PSZJU+SRJwuuvvw4AuHXrlkvqBoDc3Fxs2rQJAKxuEx0dDSEEli1bVuQ26M3RPilNnz4dHTp0QOfOnUuk7rI+ns6M5fTp0/Gf//wH8+fPR2RkZInVXdbHEnC8T0FBQQCAn376ySL/vXv3UL16dVSqVMkldbvDeGoFBATYTNO7P94+njwWOc7eeGrxWERUNjD48lA7duwAANStW9ciLSwsDDVq1EBOTg727duH7t2727zxtn79+gCA2rVrW6QtXLgQFSpUwLvvvut03QCQkJCAtLQ0+Pv7o0aNGhbbNGnSBACwZ88eW911OUf7lO/HH3/Ejh07sGDBgkLr8JbxdLQ/v//+O9577z3UrFkTw4YNK1Id3jKWgON9euaZZwAAo0aNQkZGhjlvSkoKEhIS8O6771r88etN46mlHQslZ/vD8bSOxyLH2RtPJR6LiMoOBl8eKjExEQBQs2ZNq+kVK1YEABw7dsxuOcnJyQCAnj17WqStWrUK6enpWL16dbHqzs9vbeeszH/ixAnk5eXZba+rODOeGRkZGD58OFauXIly5coVWoe3jKej/VmwYAFycnLQq1cvLFu2DD179kT9+vXxyCOPYNKkSUhPT7cow1vGEnC8TwMGDEDXrl1x9uxZdO3aFXfu3IHJZMLo0aOxaNEiDBgwwKIMbxpPRzjbH46n43gsch6PRURlC4MvD5SVlWX+gzR/56YVEhICoOCAZss333yDgIAAjBs3ziJt6tSpaN68OaZOnVqsuvMvIyksv9FoRGpqqt32uoKz4zlhwgQ8//zzaNmyZZHq8YbxdLQ/RqMRW7ZsAQD88ssvaNy4MTZv3oyDBw+iWbNmWLBgATp27IjMzExVGd4wloBzfZJlGV988QW6dOmCH3/8ETExMXj55Zcxbdo0vPTSS1bL8JbxdJSz/eF4Oo7HIufxWERUtviUdgNIf8p7ZQIDA63mkeUHcXdWVpbNcrKzs7F06VJMmzbN6n+6+vfvj/79+xe77vxtCstfWHtdxZk+ff311zh27BgWLVpU5Hq8YTwd7c+pU6fM22zbts18EA8LC8PKlStx6NAhHDlyBLNmzVJdTuMNYwk4/10PDAxEfHw8pk6dioSEBCxbtgwXLlzApk2bEBoaalGGt4yno5ztD8fTMTwWOY/HIqKyh2e+PJCfn5/5dyGE1Tw5OTkAHvwRa8u8efNQr149TJ482aV1529TWP7C2usqjvbpzp07GDduHFavXg0fn+L9f8PTxtPR/ly5cgXAg4O39r+n/v7+5nvAivKAUU8bS8D57/qlS5fwyiuv4MMPP8SPP/6I9u3b49tvv8UTTzyBmzdvuqzusj6ejtKzPxxP23gscg6PRURlE4MvDxQWFmbe6SlvqFe6e/cuACA8PNxq+uHDh7F+/Xp8/vnnMBgMLq27atWqRcofFBTk0MxOenG0T6NGjcL48ePRsGHDEq8bKNvj6Wh/0tLSAADBwcFW83bv3h3Ag8tbCruE1tPGEnCuT8nJyejYsSMGDhwIX19fhISE4KuvvkK7du3w66+/YvDgwS6ru6yPp6P07A/H0zoei5zHYxFR2cTgywMZDAY0atQIAHDt2jWreW7cuAEAaNq0qUXa9evXMWrUKHz55ZeoXLmyy+uOiopyuq0lwZE+Va1aFRs2bMC4ceMgSZJqiYiIAPDgrEP+uosXL+pWtzuMp6P9yZ/yPD8I01JegmQymXStGyjbYwk416dp06bh2rVreOqpp8x5AgMDsXXrVtSqVQu7d+/G/v37XVJ3WR9PR+nZH46nJR6LnHflyhUei4jKKAZfHqpLly4AgFOnTlmkJScnIzU1FUFBQWjXrp0q7d69e+jfvz+WLFmCBg0alEjdnTp1gp+fH27evGn17MW5c+cAAN26dXOqPXpwpE8NGza0uuRPz+vj42Ne5+vrq2vdQNkfT0f68/jjj8NgMCAzM9PqHwf5/y0NDQ0t0rOpPG0sAcf7tHnzZoSFhVlchhQWFmZ+ltKhQ4dcUrc7jKcj9O6Pt4+nEo9FxSNJEo9FRGVVCT3MmUrYb7/9JmRZFk2aNLFI27ZtmwAgXnjhBdX69PR00aVLF/HDDz9YLfOPP/5wWd2DBw8WAMQXX3xhsc3jjz8uZFkWv/32W5HqdwVn+qR14cIFAUDUrl3b5XWX5fF0tD9dunQRAMSiRYss8p84cUIAEEOGDHFJ3UKU7bEUwvE+hYSECFmWRXZ2tkX+HTt22BxrPeoWouyPp9aLL74oAIgVK1ZYTdezPxzPB3gsKrqijKcWj0VEpYvBlwcbOXKkACASExNV6/v27SvKlSsnzp8/b16Xnp4uunbtKnbt2mVRjslkEjt27BC9e/dWrV+/fr1o0aKF2LhxY7HqFkKIc+fOiaCgINGzZ0/V+vw/rkeMGFGEHruWo33SKuyA503j6Uh/jhw5Inx8fESDBg1EVlaWKv/rr78uAgMDLf4Y86axFMKxPuX/sbZmzRqLcqZPny78/PzEpUuXVOu9bTyVBg4cKACIZcuWWU13pj8cT9vjyWORYwobT2t4LCIqXQy+PFh6erpo3ry5aN26tUhJSREmk0l89NFHws/PT2zatMmc786dO6JNmzbCz89PPPTQQ6olNDRU+Pr6CgBi6dKlqvIfe+wxAUA0btzY6bqV1q5dK3x8fMx/FF66dEn85S9/ETExMSIjI0PHkXGOM31SKuyA503j6Wh/li1bJgCIAQMGmNv+xRdfiPLly4vNmzdb5PemsRTCsT7dvHlT1K9fX4SHh4tdu3YJk8kkTCaTWL9+vQgMDBRxcXEW5XvbeObLzMwUTZo0EQDE8OHDbeZztD8cT+vjyWORY4r6+dTisYiodDH48nBpaWli/PjxIiIiQkRGRoqePXuKX375RZWnVatWAoDdxd/fX9y5c0e13Zw5c0RQUJCYN2+e03Vr7d69W7Rp00ZERESIxx57TCxcuNDq5VGlxZk+5SvsgOdt4+lof/7zn/+I6OhoUbFiRfHoo4+KZ555Rhw+fNhqXm8bSyEc61NKSoqYMGGCiIiIEJUqVRI1atQQXbt2Fd99953V/N44nv369ROBgYGq/WBYWJj45JNPrOZ3pD8cT+vjyWNR0Tn6+VTisYiodElC2HgAAxEREREREemGsx0SERERERGVAAZfREREREREJYDBFxERERERUQlg8EVERERERFQCGHwRERERERGVAAZfREREREREJYDBFxERERERUQlg8EVERERERFQCGHwRERERERGVAAZfREREREREJYDBFxGRl8rMzESzZs3QrFkzZGZmlnZziIiIPJ5PaTeAiIicl5qaiooVKwIAwsLCULFiRUiShNu3b+POnTsICAhAjRo1AAD379/Hn3/+CSEEPvroI0RHR+PYsWMAgF9//RUtWrQopV4QERF5B575IiJyY+np6QgMDMSuXbuQkpKC8+fP49y5c3jllVcAAM2bN8e5c+dw7tw5XL16FefPn0fz5s1x7949NGvWDP3790f//v3RtGnT0u0IERGRF+CZLyIiN3bv3j2MGzcOf/vb34qUPyIiAqtWrcLatWvh4+OD+Ph4F7eQiIiI8vHMFxGRG5NlGT179nRom8ceewz169d3UYuIiIjIFp75IiJyYw0aNHBqu6FDh+rcEiIiIioMz3wREXmpxMREjBgxAuXLl7dIS0hIQMeOHTFr1iwAwObNm9G4cWOUL18ezzzzDG7cuAHgwYyJEydORJUqVRAaGopXX30VRqPRojyj0YiPPvoIrVu3Rs2aNREeHo5Bgwbh8uXLLu0jERFRWcLgi4jIC82bNw9Dhw7F0qVLkZGRYV5/8eJFDBo0CO3bt8cPP/wAAIiLi8OgQYNw+/ZtZGRkYPv27RgyZAju37+PLl26YPny5TCZTLh79y4+/PBDzJ8/X1VXbm4uevTogRMnTuD777/H5cuXMXv2bKxbtw7R0dH4888/S7TvREREpYXBFxGRF5o8eTK2b99usb5atWpYu3Ytnn32WQDAt99+i+vXr+PmzZu4du0aPv/8cwDA119/jaFDh2LEiBFITk7GrVu3zGfJ1qxZoyrzn//8J65evYq4uDiUK1cOkiRhzJgxePrpp3Ht2jVMnjzZtZ0lIiIqIxh8ERF5qSpVqlis8/f3BwBERkYCAFq1aoVZs2aZL03s27cvIiMjIYRA//79MXjwYBgMBgDAqFGjAABJSUnm8nJycvDRRx+hV69e5nz5oqKiAABbtmyByWTSuXdERERlDyfcICLyUr6+vjbT8oOwChUqWKRVr14d58+fR0hIiGp9eHg4gAcPc86XmJiIu3fvYtmyZdi0aZMqf2ZmJh566CEAQEpKCipVquRcR4iIiNwEgy8iInKILFu/aMLa+vyzYDNmzDCfGSMiIvJWvOyQiIhcJn/mw99++62UW0JERFT6GHwREZHLVKtWDcCDqeqtTUEPAPv370d2dnZJNouIiKhUMPgiIiKXadGiBcqVK4ekpCRMmjTJIj0zMxMLFiww32NGRETkyRh8ERF5oPT0dAAPghtbcnJyzL/n5uaq0vJfWztblT8zYV5enmq9EMJi+/Lly+Mf//gHAOBf//oXnn32Wezfvx9Xr17Ft99+i86dO6Nz585F7hcREZE7Y/BFRORhUlNTsXv3bgDA6dOncebMGav5vv/+e6u/m0wm7N+/HwDw888/q4KqGzdu4PTp0wCAAwcOqMrbu3ev+feEhATz73PnzkV0dDQA4PPPP0dMTAxq1qyJp556CqGhoRg9erQTvSQiInI/klAeVYmIyK117twZe/fuVZ3VkmUZNWvWxMGDB1G1alUAwIsvvoh169aZz14ZDAb069cPU6ZMQYcOHXD79m3z9mFhYVi/fj0OHDiAOXPmqO7PqlKlCk6fPo0BAwZg9+7d5rNisixj6NChWLp0KYAH08/Pnz8fa9aswZUrV1C9enW88MILmDp1Kvz8/Fw+LkRERGUBgy8iIiIiIqISwMsOiYiIiIiISgCDLyIiIiIiohLA4IuIiIiIiKgEMPgiIiIiIiIqAQy+iIiIiIiISgCDLyIiIiIiohLA4IuIiIiIiKgEMPgiIiIiIiIqAQy+iIiIiIiISgCDLyIiIiIiohLA4IuIiIiIiKgEMPgiIiIiIiIqAQy+iIiIiIiISgCDLyIiIiIiohLA4IuIiIiIiKgE/H+w80vZQKYHSQAAAABJRU5ErkJggg==", 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    " ] @@ -3585,7 +3813,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -3614,22 +3842,22 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 53, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " ] @@ -3660,7 +3888,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -3687,7 +3915,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -3699,13 +3927,13 @@ " (0.0005, 0.1)]" ] }, - "execution_count": 55, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " ] @@ -3806,7 +4034,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 29, "metadata": {}, "outputs": [], "source": [ @@ -3824,7 +4052,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ @@ -3845,7 +4073,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -3888,7 +4116,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 32, "metadata": {}, "outputs": [], "source": [ @@ -3915,22 +4143,22 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 60, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " ] @@ -3956,7 +4184,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -3965,13 +4193,13 @@ "Text(0.5, 1.0, 'TI Difference')" ] }, - "execution_count": 61, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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    " ] @@ -4018,14 +4246,14 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "c:\\Users\\mcve343\\anaconda3\\envs\\work\\Lib\\site-packages\\mhkit\\dolfyn\\adp\\turbulence.py:407: UserWarning: The beam-variance algorithms assume the instrument's (XYZ) coordinate system is aligned with the principal flow directions.\n", + "c:\\Users\\ashly\\anaconda3\\envs\\Updated_MHKiT\\Lib\\site-packages\\mhkit\\dolfyn\\adp\\turbulence.py:407: UserWarning: The beam-variance algorithms assume the instrument's (XYZ) coordinate system is aligned with the principal flow directions.\n", " warnings.warn(\n" ] } @@ -4065,14 +4293,14 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "c:\\Users\\mcve343\\anaconda3\\envs\\work\\Lib\\site-packages\\mhkit\\dolfyn\\rotate\\api.py:72: UserWarning: You are attempting to rotate into the 'principal' coordinate system, but the dataset is in the inst coordinate system. Be sure that 'principal_heading' is defined based on the earth coordinate system.\n", + "c:\\Users\\ashly\\anaconda3\\envs\\Updated_MHKiT\\Lib\\site-packages\\mhkit\\dolfyn\\rotate\\api.py:72: UserWarning: You are attempting to rotate into the 'principal' coordinate system, but the dataset is in the inst coordinate system. Be sure that 'principal_heading' is defined based on the earth coordinate system.\n", " warnings.warn(\n" ] } @@ -4104,7 +4332,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -4113,13 +4341,13 @@ "Text(0.5, 1.0, 'TKE Balance')" ] }, - "execution_count": 64, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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", + "image/png": 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", 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    " ] @@ -4163,7 +4391,7 @@ ], "metadata": { "kernelspec": { - "display_name": "work", + "display_name": "Updated_MHKiT", "language": "python", "name": "python3" }, @@ -4177,7 +4405,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.10" + "version": "3.12.12" } }, "nbformat": 4, diff --git a/examples/grid_convergence.ipynb b/examples/grid_convergence.ipynb new file mode 100644 index 00000000..5479d551 --- /dev/null +++ b/examples/grid_convergence.ipynb @@ -0,0 +1,713 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "8a52864e", + "metadata": {}, + "source": [ + "# Grid Convergence for the TRTS \n", + "This is an example of a grid conergence study using a Delft3d case on the Tanana River Test Site (TRTS) located in Nenana, Alaska. In the figure shown bellow is the arial veiw of the test site with the river entering from the bottom of the image and exiting at the top. THe TRTS is used as a test deploment location for Current Energy Converters (CECs). The figure shows an example of a set of transects taken to survey the test site. This particular set of trasects was taken without a CEC in the water, however, a similar patern of trasects would be used if a CEC was operating. This experimental data is used as a comparison for the Delft3D model. Befor comparing to experimental data a grid convergence study is done on the DElft3D modle. The IEC 62600-301 specifies that the grid should be refined so the Grid convergence Idex (GCI) is less than 6% for water level and depth-averaged current speed. The TRTS Delft3D grid used a retagular grid squar grid cells. This example will plot the depth-averaged current speed and water level for the TRTS model with a 8m, 4m, 2m and 1m grid cell edge length.\n", + "\n", + " \n", + "\n", + "First the Delft3d moduel for MHKiT is imported along with sevreal other python packages. " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "1bdeb6cd", + "metadata": {}, + "outputs": [], + "source": [ + "import scipy.interpolate as interp\n", + "import matplotlib.pyplot as plt\n", + "from mhkit.river.io import d3d\n", + "import geopandas as gpd\n", + "import pandas as pd\n", + "import numpy as np\n", + "import pygeoops\n", + "import netCDF4\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "2ab347c4", + "metadata": {}, + "source": [ + "## Load data" + ] + }, + { + "cell_type": "markdown", + "id": "5a153432", + "metadata": {}, + "source": [ + "### Load Delft3d Data\n", + "\n", + "Load the Delft3D model output for all the grid lenghs: 8m, 4m, 2m, and 1m. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "be06f1b2", + "metadata": {}, + "outputs": [], + "source": [ + "# Load the NetCDF file\n", + "dataset_8m_raw = netCDF4.Dataset('FlowFM_map_8m-test.nc') #FlowFM_8m_map.nc # test was run on th HPC cluster\n", + "## Test xarray input #dataset_8m_xr = xr.open_dataset('FlowFM_8m_map.nc')\n", + "#dataset_4m_raw = netCDF4.Dataset('')\n", + "#dataset_2m_raw = netCDF4.Dataset('')\n", + "#dataset_1m_raw = netCDF4.Dataset('')\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "6f327230", + "metadata": {}, + "source": [ + "### Load River Shape \n", + "\n", + "Load the shape of the river to calculate the centerline points. The shape of the river was found by doing a bathimetric survey. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "af932c27", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# Load the shapefile\n", + "combined_geometry = gpd.read_file('combined_geometry.shp')\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "688329f3", + "metadata": {}, + "source": [ + "## Centerline Points \n", + "Use pygeoops to find the centeline shape. Then the shape is used to find 100 points on the cneterline." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f1c54ad4", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_39752\\3746482274.py:1: DeprecationWarning: The 'unary_union' attribute is deprecated, use the 'union_all()' method instead.\n", + " river =combined_geometry.geometry.unary_union\n", + "C:\\Users\\ashly\\AppData\\Local\\Temp\\ipykernel_39752\\3746482274.py:18: UserWarning: Legend does not support handles for PatchCollection instances.\n", + "See: https://matplotlib.org/stable/tutorials/intermediate/legend_guide.html#implementing-a-custom-legend-handler\n", + " ax.legend()\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Calculate the centerline using pygeoops\n", + "river =combined_geometry.geometry.unary_union\n", + "centerline_py= pygeoops.centerline(river)\n", + "\n", + "\n", + "# Plot the combined geometry and centerline\n", + "fig, ax = plt.subplots(figsize=(10, 6))\n", + "\n", + "# Plot the shape\n", + "combined_geometry.plot(ax=ax, color='lightblue', edgecolor='black', alpha=0.5, label='River Shape')\n", + "\n", + "# Plot the centerline\n", + "x, y = centerline_py.xy\n", + "ax.plot(x, y, color='red', linewidth=2, label='Centerline')\n", + "\n", + "# Add labels and legend\n", + "ax.set_xlabel('UTM x')\n", + "ax.set_ylabel('UTM y')\n", + "ax.legend()\n", + "plt.title('Centerline with River Shape')\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ff984de5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(400929.3368891948, 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(400964.01442954375, 7161381.084688501),\n", + " (400965.665740989, 7161374.867934246),\n", + " (400967.31705243414, 7161368.65117999),\n", + " (400968.9683638793, 7161362.434425734),\n", + " (400970.61967532453, 7161356.217671478),\n", + " (400972.2709867697, 7161350.000917222),\n", + " (400973.9222982149, 7161343.784162967),\n", + " (400975.5736096601, 7161337.567408711),\n", + " (400977.22492110525, 7161331.350654455),\n", + " (400978.8762325505, 7161325.133900199),\n", + " (400980.52754399565, 7161318.917145943),\n", + " (400982.17885544087, 7161312.700391687),\n", + " (400983.83016688604, 7161306.483637432),\n", + " (400985.4814783312, 7161300.266883176),\n", + " (400987.1327897764, 7161294.05012892),\n", + " (400988.7841012216, 7161287.833374664),\n", + " (400990.4354126668, 7161281.616620408),\n", + " (400992.086724112, 7161275.399866153),\n", + " (400993.73803555715, 7161269.183111897),\n", + " (400995.3893470024, 7161262.966357641),\n", + " (400997.04065844754, 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(401031.7181987965, 7161126.197764012),\n", + " (401033.3695102417, 7161119.981009756),\n", + " (401035.0208216869, 7161113.7642555),\n", + " (401036.6721331321, 7161107.547501245),\n", + " (401038.3234445773, 7161101.330746989),\n", + " (401039.97475602245, 7161095.113992733),\n", + " (401041.6260674677, 7161088.897238477),\n", + " (401043.27737891284, 7161082.680484221),\n", + " (401044.92869035807, 7161076.4637299655),\n", + " (401046.58000180323, 7161070.24697571),\n", + " (401048.2313132484, 7161064.030221454),\n", + " (401049.8826246936, 7161057.813467198),\n", + " (401051.5339361388, 7161051.596712942),\n", + " (401053.185247584, 7161045.379958686),\n", + " (401054.8365590292, 7161039.163204431),\n", + " (401056.48787047435, 7161032.946450175),\n", + " (401058.13918191957, 7161026.729695919),\n", + " (401059.79049336474, 7161020.512941663),\n", + " (401061.44180480996, 7161014.296187407),\n", + " (401063.0931162551, 7161008.0794331515),\n", + " (401064.7444277003, 7161001.862678896),\n", + " (401066.3957391455, 7160995.64592464),\n", + " (401068.0470505907, 7160989.429170384),\n", + " (401069.69836203585, 7160983.212416128),\n", + " (401071.3496734811, 7160976.995661872),\n", + " (401073.00098492624, 7160970.778907617),\n", + " (401074.65229637147, 7160964.562153361),\n", + " (401076.30360781663, 7160958.345399105),\n", + " (401077.9549192618, 7160952.128644849),\n", + " (401079.606230707, 7160945.911890593),\n", + " (401081.2575421522, 7160939.695136338),\n", + " (401082.9088535974, 7160933.478382082),\n", + " (401084.5601650426, 7160927.261627826),\n", + " (401086.21147648775, 7160921.04487357),\n", + " (401087.862787933, 7160914.828119314),\n", + " (401089.51409937814, 7160908.611365058),\n", + " (401091.16541082336, 7160902.394610803),\n", + " (401092.81672226853, 7160896.177856547)]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get the total length of the centerline\n", + "centerline_length = centerline_py.length\n", + "\n", + "# Generate 100 evenly spaced points along the centerline\n", + "points_on_centerline = [centerline_py.interpolate(distance) for distance in np.linspace(0, centerline_length, 100)]\n", + "\n", + "# Convert the points to a list of coordinates\n", + "points_coordinates = [(point.x, point.y) for point in points_on_centerline]\n", + "\n", + "# Display the first 100 points\n", + "points_coordinates" + ] + }, + { + "cell_type": "markdown", + "id": "343f0251", + "metadata": {}, + "source": [ + "## Depth Averaged Current Speed\n", + "\n", + "The MHKiT Delft3D (D3D) function `get_all_data_points` is used to import the variable `mesh2d_ucmaga` which is the Flow element center depth-averaged velocity magnitude. The `get_all_data_points` function outputs the coresponding x and y cordinates along with the water depth, water level and time step. The time step defalts to -1 or the last time step in the simulation. The datafram for the 8m grid length resolution is shown." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ff69cb2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    xywaterdepthwaterlevelmesh2d_ucmagatime
    index
    0400993.3706907.160784e+060.0124.6293130.086400.0
    1401000.8882317.160787e+060.0124.6019290.086400.0
    2400990.6345297.160792e+060.0124.6293130.086400.0
    3401008.4057727.160790e+060.0124.5579830.086400.0
    4400998.1520707.160795e+060.0124.6554200.086400.0
    .....................
    10277401116.8299707.161638e+060.0121.4688270.086400.0
    10278401106.5762687.161643e+060.0120.6261440.086400.0
    10279401124.3475117.161641e+060.0122.3979650.086400.0
    10280401114.0938097.161646e+060.0121.4688270.086400.0
    10281401121.6113507.161648e+060.0122.5300910.086400.0
    \n", + "

    10282 rows × 6 columns

    \n", + "
    " + ], + "text/plain": [ + " x y waterdepth waterlevel mesh2d_ucmaga \\\n", + "index \n", + "0 400993.370690 7.160784e+06 0.0 124.629313 0.0 \n", + "1 401000.888231 7.160787e+06 0.0 124.601929 0.0 \n", + "2 400990.634529 7.160792e+06 0.0 124.629313 0.0 \n", + "3 401008.405772 7.160790e+06 0.0 124.557983 0.0 \n", + "4 400998.152070 7.160795e+06 0.0 124.655420 0.0 \n", + "... ... ... ... ... ... \n", + "10277 401116.829970 7.161638e+06 0.0 121.468827 0.0 \n", + "10278 401106.576268 7.161643e+06 0.0 120.626144 0.0 \n", + "10279 401124.347511 7.161641e+06 0.0 122.397965 0.0 \n", + "10280 401114.093809 7.161646e+06 0.0 121.468827 0.0 \n", + "10281 401121.611350 7.161648e+06 0.0 122.530091 0.0 \n", + "\n", + " time \n", + "index \n", + "0 86400.0 \n", + "1 86400.0 \n", + "2 86400.0 \n", + "3 86400.0 \n", + "4 86400.0 \n", + "... ... \n", + "10277 86400.0 \n", + "10278 86400.0 \n", + "10279 86400.0 \n", + "10280 86400.0 \n", + "10281 86400.0 \n", + "\n", + "[10282 rows x 6 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "variable=\"mesh2d_ucmaga\"\n", + "dataset_8m =d3d.get_all_data_points(dataset_8m_raw, variable)\n", + "#dataset_4m =d3d.get_all_data_points(dataset_4m_raw, variable)\n", + "#dataset_2m =d3d.get_all_data_points(dataset_2m_raw, variable)\n", + "#dataset_1m =d3d.get_all_data_points(dataset_1m_raw, variable)\n", + "dataset_8m" + ] + }, + { + "cell_type": "markdown", + "id": "0d519280", + "metadata": {}, + "source": [ + "### Interpolate Velocity onto Centerline \n", + "\n", + "Scipy's interp griddata is used to interpolate the velocity data onto the centerline points. A for loop is used to iterate over the 4 grid resolutions. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "bd1d76bf", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m']# '4m', '2m', '1m']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_velocity[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[variable],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c4ea6a28", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'4m'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[10], line 4\u001b[0m\n\u001b[0;32m 2\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 3\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m8m\u001b[39m\u001b[38;5;124m'\u001b[39m], marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mo\u001b[39m\u001b[38;5;124m'\u001b[39m, linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m-\u001b[39m\u001b[38;5;124m'\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m,label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m8m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m----> 4\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, \u001b[43mcenter_line_velocity\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m4m\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m, marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mo\u001b[39m\u001b[38;5;124m'\u001b[39m, linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m-\u001b[39m\u001b[38;5;124m'\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m,label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m4m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 5\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m2m\u001b[39m\u001b[38;5;124m'\u001b[39m], marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mo\u001b[39m\u001b[38;5;124m'\u001b[39m, linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m-\u001b[39m\u001b[38;5;124m'\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m,label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m2m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 6\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(centerline_points\u001b[38;5;241m.\u001b[39mx, center_line_velocity[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m1m\u001b[39m\u001b[38;5;124m'\u001b[39m], marker\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mo\u001b[39m\u001b[38;5;124m'\u001b[39m, linestyle\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m-\u001b[39m\u001b[38;5;124m'\u001b[39m, color\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m'\u001b[39m,label\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m1m_grid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[1;31mKeyError\u001b[0m: '4m'" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot Depth Averaged Velocity over Centerline\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_velocity['8m'], marker='o', linestyle='-', color='b',label=\"8m_grid\")\n", + "plt.plot(centerline_points.x, center_line_velocity['4m'], marker='o', linestyle='-', color='b',label=\"4m_grid\")\n", + "plt.plot(centerline_points.x, center_line_velocity['2m'], marker='o', linestyle='-', color='b',label=\"2m_grid\")\n", + "plt.plot(centerline_points.x, center_line_velocity['1m'], marker='o', linestyle='-', color='b',label=\"1m_grid\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Depth Averaged Velocity (m/s)')\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "cb58926f", + "metadata": {}, + "source": [ + "## Waterlevel\n", + "\n", + "The waterlevel data was already obtrained from the depth averaged velocity dataframe. The same for loop process is used to interpolate all 4 grid sizes onto the centerline poins.The results are then ploted. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ad2a1d78", + "metadata": {}, + "outputs": [], + "source": [ + "grid_resolutions = ['8m']# '4m', '2m', '1m']\n", + "center_line_velocity = {}\n", + "\n", + "for resolution in grid_resolutions:\n", + " dataset = globals()[f'dataset_{resolution}']\n", + " center_line_waterlevel[resolution] = interp.griddata(\n", + " dataset[[\"x\", \"y\"]],\n", + " dataset[\"waterlevel\"],\n", + " centerline_points[[\"x\", \"y\"]],\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6b0e39ed", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "plt.plot(centerline_points.x, center_line_waterlevel['8m'], marker='o', linestyle='-', color='b', label=\"8m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['4m'], marker='o', linestyle='-', color='b', label=\"4m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['2m'], marker='o', linestyle='-', color='b', label=\"2m_grid\")\n", + "plt.plot(centerline_points.x, center_line_waterlevel['1m'], marker='o', linestyle='-', color='b', label=\"1m_grid\")\n", + "plt.xlabel('UTM x')\n", + "plt.ylabel('Water Level')\n", + "plt.grid(True)\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "30bba60f", + "metadata": {}, + "outputs": [ + { + "ename": "KeyError", + "evalue": "'4m'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[26], line 28\u001b[0m\n\u001b[0;32m 26\u001b[0m gci_results \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m 27\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mrange\u001b[39m(\u001b[38;5;28mlen\u001b[39m(grid_resolutions) \u001b[38;5;241m-\u001b[39m \u001b[38;5;241m1\u001b[39m):\n\u001b[1;32m---> 28\u001b[0m fine \u001b[38;5;241m=\u001b[39m \u001b[43mcenter_line_velocity\u001b[49m\u001b[43m[\u001b[49m\u001b[43mgrid_resolutions\u001b[49m\u001b[43m[\u001b[49m\u001b[43mi\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m]\u001b[49m\n\u001b[0;32m 29\u001b[0m coarse \u001b[38;5;241m=\u001b[39m center_line_velocity[grid_resolutions[i]]\n\u001b[0;32m 30\u001b[0m refinement_ratio \u001b[38;5;241m=\u001b[39m refinement_ratios[i]\n", + "\u001b[1;31mKeyError\u001b[0m: '4m'" + ] + } + ], + "source": [ + "def calculate_grid_convergence_index(fine_grid, coarse_grid, refinement_ratio,factor_of_safety=1.25, order=2):\n", + " \"\"\"\n", + " Calculate the Grid Convergence Index (GCI) between two grid sizes. https://www.grc.nasa.gov/WWW/wind/valid/tutorial/spatconv.html\n", + "\n", + " Parameters\n", + " ----------\n", + " fine_grid: numpy.ndarray\n", + " Results from the finer grid.\n", + " coarse_grid: numpy.ndarray\n", + " Results from the coarser grid.\n", + " refinement_ratio: float \n", + " Refinement ratio between the grids.\n", + " order: int\n", + " Order of accuracy (default is 2).\n", + "\n", + " Returns\n", + " -------\n", + " gci: float\n", + " Grid Convergence Index (GCI).\n", + " \"\"\"\n", + " # Calculate the approximate relative error\n", + " error = np.abs((fine_grid - coarse_grid) / fine_grid)\n", + "\n", + " # Calculate the GCI\n", + " gci = (factor_of_safety * error) / (refinement_ratio**order - 1)\n", + " return gci\n", + "\n", + "# Example usage\n", + "# Assuming `center_line_velocity` contains velocity data for different grid resolutions\n", + "grid_resolutions = ['8m', '4m', '2m', '1m']\n", + "refinement_ratios = [2, 2, 2] # Refinement ratio between consecutive grids\n", + "\n", + "gci_results = {}\n", + "for i in range(len(grid_resolutions) - 1):\n", + " fine = center_line_velocity[grid_resolutions[i + 1]]\n", + " coarse = center_line_velocity[grid_resolutions[i]]\n", + " refinement_ratio = refinement_ratios[i]\n", + " gci_results[f\"{grid_resolutions[i]}-{grid_resolutions[i + 1]}\"] = calculate_grid_convergence_index(\n", + " fine, coarse, refinement_ratio\n", + " )\n", + "\n", + "# Print GCI results\n", + "for key, value in gci_results.items():\n", + " print(f\"GCI between {key}: {value}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ba67eac", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python_310", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.15" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/mhkit/river/io/d3d.py b/mhkit/river/io/d3d.py index 7295d7e1..847795a8 100644 --- a/mhkit/river/io/d3d.py +++ b/mhkit/river/io/d3d.py @@ -35,8 +35,8 @@ def get_all_time(data: netCDF4.Dataset) -> NDArray: simulation conditions at that time. """ - if not isinstance(data, netCDF4.Dataset): - raise TypeError("data must be a NetCDF4 object") + if not isinstance(data, (netCDF4.Dataset, xr.Dataset)): + raise TypeError("data must be a NetCDF4 object or xarray Dataset") seconds_run = np.ma.getdata(data.variables["time"][:], False) @@ -244,6 +244,10 @@ def get_layer_data( "name": "mesh2d_nLayers", "coords": data.variables["mesh2d_layer_sigma"][:], }, + "mesh2d_face_x mesh2d_face_y mesh2d_layer_sigma": { + "name": "mesh2d_nLayers", + "coords": data.variables["mesh2d_layer_sigma"][:], + }, "mesh2d_edge_x mesh2d_edge_y": { "name": "mesh2d_nInterfaces", "coords": data.variables["mesh2d_interface_sigma"][:], @@ -253,7 +257,7 @@ def get_layer_data( data.variables["mesh2d_waterdepth"][time_index, :], False ) waterlevel = np.ma.getdata(data.variables["mesh2d_s1"][time_index, :], False) - coords = str(data.variables["waterdepth"].coordinates).split() + coords = str(data.variables["mesh2d_waterdepth"].coordinates).split() elif str(data.variables[variable].coordinates) == "FlowElem_xcc FlowElem_ycc": cords_to_layers = { @@ -637,6 +641,10 @@ def get_all_data_points( "name": "mesh2d_nLayers", "coords": data.variables["mesh2d_layer_sigma"][:], }, + "mesh2d_face_x mesh2d_face_y mesh2d_layer_sigma": { + "name": "mesh2d_nLayers", + "coords": data.variables["mesh2d_layer_sigma"][:], + }, "mesh2d_edge_x mesh2d_edge_y": { "name": "mesh2d_nInterfaces", "coords": data.variables["mesh2d_interface_sigma"][:], @@ -886,3 +894,33 @@ def list_variables(data: Union[netCDF4.Dataset, xr.Dataset, xr.DataArray]) -> Li "data must be a NetCDF4 Dataset, xarray Dataset, or " f"xarray DataArray. Got: {type(data)}" ) + + +def calculate_grid_convergence_index( + fine_grid, coarse_grid, refinement_ratio, factor_of_safety=1.25, order=2 +): + """ + Calculate the Grid Convergence Index (GCI) between two grid sizes. https://www.grc.nasa.gov/WWW/wind/valid/tutorial/spatconv.html + + Parameters + ---------- + fine_grid: numpy.ndarray + Results from the finer grid. + coarse_grid: numpy.ndarray + Results from the coarser grid. + refinement_ratio: float + Refinement ratio between the grids. + order: int + Order of accuracy (default is 2). + + Returns + ------- + gci: float + Grid Convergence Index (GCI). + """ + # Calculate the approximate relative error + error = np.abs((fine_grid - coarse_grid) / fine_grid) + + # Calculate the GCI + gci = (factor_of_safety * error) / (refinement_ratio**order - 1) + return gci