From 89ed65b51d74cb3b0ea84e68c13cb070c064d5a9 Mon Sep 17 00:00:00 2001 From: cuill Date: Sat, 6 Jan 2024 17:17:54 -0500 Subject: [PATCH] STOFS3D-Pac scripts: changed climatology data and modified gen_sourcesink.py to account for year change --- ...Trenberth_climatology_1990-2018_hourly.csv | 744 ++++++++++++++++++ .../Source_sink/Clima/Dai_Trenberth/README | 2 +- .../Clima/Dai_Trenberth/gen_clima.py | 23 +- .../Source_sink/Clima/Dai_Trenberth/hgrid.gr3 | 1 + .../NWM/Combined/gen_sourcesink.py | 18 +- .../Source_sink/gen_sourcesink_json.py | 52 -- 6 files changed, 775 insertions(+), 65 deletions(-) create mode 120000 src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/hgrid.gr3 delete mode 100644 src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/gen_sourcesink_json.py diff --git a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/Dai_Trenberth_climatology_1990-2018_hourly.csv b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/Dai_Trenberth_climatology_1990-2018_hourly.csv index dcaa363f4..7a1d9e965 100644 --- a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/Dai_Trenberth_climatology_1990-2018_hourly.csv +++ b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/Dai_Trenberth_climatology_1990-2018_hourly.csv @@ -8784,3 +8784,747 @@ date,1,572,5617,16459,17095,25129,29111,34259,39375,40526,43596,50688,50711,6860 2024-12-31 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04:00:00,0.0,2400.108,43.031036,8.291633,36.814896,29.256557,246.76486,28.62311,49.867992,18.542517,27.643944,238.43617,132.48894,14.734028,54.92925,1.8512576,1.5140412,46.926678,41.0477,35.903645,583.8105,20.714647,693.7971,128.74715,25.467205,72.03232,351.0681,72.85401,887.2509,255.2715,2602.7651,38.339424,2702.2966,391.93805,23.389067,21.26353,114.335434,232.39594,292.73666,621.1287,40.7043,21.494543,10.477338,494.30563,265.7908,69.073135,7.014915,565.3939,12.742567,594.74664,7.2319574,29.731394,0.0,793.0569,1749.003,0.2613514,78.77731,14.437519,10275.575,28.440825,1.1235138,5.5240145,15.621514,9.393587,2.9577267,8.658398,254.24315,49.977,4.569368,0.7080012,3.5947752,169.73444,0.9134065,141.57416,122.776886,2005.0542,183.32571,93.0423,162.33961,780.9613,49.872658,39.405514,836.37427,52.971188,79.425064,10.080244,22.723883,200.07466,11.142703,10.022819,54.193092,17.58988,4067.8792,18.00665,24.952957,15.84092,10.810826,281.96594,53.05844,28.16801,7.9201407,7.233937,13.6513605,55.202785,81.50209,37.354034,184.56354,18.465807,6.6559377,47.953377,24.824463,37.172245,116.154686,17.93812,1.5886425,26.909178,12.773476,1625.8138,21.343933,0.72054917,34.479435,12.57695,125.16465,82.01917,100.869606,8.336607,92.33844,335.94382,240.49008,28.362345,235.43977,73.385124,47.083614,69.384796,107.36682,15.596874,44.096645,481.9094,4.7378516,8.807482,222.07681,23.235254,9.038198,32.07081,30.599783,332.0703,99.66848,164.2579,1558.3562,82.58529,1676.4651,1588.5253,11.553925,10.991263,1655.2615,21.79401,17.271193,426.94122,36.599598,62.798386,27.878014,106.84428,262.74997,418.13486,5.1267743,42.95104,145.3821,363.60162,9.263857,89.64128,10.133064,1.516963,58.886723,0.99456507,1.1208174,3.231507,10.927618,29.679075,18.280895,22.534946,491.1327,49.87769,27.865976,36.67137,13.144394,92.0914,10.071953,51.674553,10.074194,69.690384,19.028755,28.876987,39.502777,9.809274,42.963673,32.568012,1.1789808,61.902668,10.246185,220.55977,7.21732,285.06314,21.382513,1058.2095,127.346245,3.0941713,10.110881,150.13771,187.38893,928.109,897.02765 +2025-01-10 05:00:00,0.0,2399.5354,43.014584,8.285877,36.768387,29.240133,246.65443,28.617481,49.854145,18.540083,27.639433,238.44357,132.48376,14.730452,54.921776,1.8579749,1.518872,46.907505,41.161484,35.953793,583.57,20.749897,693.3238,128.76393,25.517044,72.14142,350.81937,72.86838,887.49194,255.27803,2601.9,38.36919,2701.688,392.44806,23.416204,21.280167,114.493095,232.39314,292.76895,621.7375,40.702957,21.483477,10.476413,494.25656,266.0337,69.15362,7.0137205,565.45807,12.744775,594.7416,7.2380214,29.734491,0.0,793.28564,1749.0149,0.26139277,78.72594,14.438144,10277.375,28.453283,1.1241721,5.52276,15.621767,9.403986,2.9619362,8.65875,254.328,49.954674,4.5683155,0.70830655,3.5989482,169.97177,0.91282433,141.59134,122.712234,2006.3435,183.2109,93.072014,162.39494,781.017,49.924854,39.439816,837.10175,52.96215,79.43306,10.079758,22.738811,200.12148,11.145278,10.02179,54.205112,17.595856,4068.1511,18.006493,24.97547,15.841733,10.816384,282.02866,53.072083,28.18582,7.92286,7.237269,13.64781,55.20018,81.534424,37.38246,184.58443,18.466742,6.666077,47.969322,24.819006,37.151665,116.1632,17.924019,1.5883635,26.931622,12.770961,1625.0214,21.348158,0.72008735,34.531956,12.582289,125.188385,81.99547,100.85471,8.339241,92.362366,335.95914,240.47081,28.372307,235.40948,73.34081,47.080776,69.38395,107.43807,15.609547,44.11605,481.8792,4.745832,8.821925,222.17984,23.230934,9.039941,32.105656,30.626175,332.42862,99.74357,164.26584,1559.0382,82.503235,1676.3257,1588.29,11.54926,10.983837,1654.901,21.785624,17.261705,426.86673,36.581757,62.770767,27.872221,106.781555,262.73105,418.04883,5.125032,42.936203,145.26576,363.54407,9.258865,89.633514,10.129503,1.5166842,58.8843,0.99460965,1.1209751,3.232023,10.926621,29.669489,18.276808,22.53965,490.58102,49.86122,27.852055,36.660786,13.1385565,92.125336,10.061447,51.784588,10.069758,69.67452,19.007627,28.841864,39.47222,9.807157,42.929935,32.53582,1.1787384,61.887627,10.245287,220.5519,7.2162805,284.99762,21.378126,1058.4146,127.3189,3.0938277,10.108972,150.11128,187.35817,928.0383,897.12805 +2025-01-10 06:00:00,0.0,2398.963,42.998127,8.280121,36.721878,29.22371,246.54399,28.611855,49.840298,18.537647,27.634922,238.45096,132.47859,14.726875,54.914303,1.8646923,1.523703,46.888336,41.275272,36.003937,583.3296,20.785145,692.8505,128.78072,25.566881,72.25052,350.57065,72.88275,887.733,255.28458,2601.0347,38.398956,2701.0796,392.9581,23.443342,21.2968,114.65076,232.39035,292.80124,622.3463,40.701614,21.47241,10.475489,494.20746,266.27658,69.23409,7.012526,565.52234,12.746983,594.7366,7.244086,29.737589,0.0,793.51447,1749.0269,0.26143414,78.67455,14.438768,10279.174,28.46574,1.1248304,5.5215054,15.622019,9.414385,2.9661458,8.6591015,254.41284,49.932346,4.567263,0.70861197,3.603121,170.20909,0.9122421,141.60854,122.64758,2007.6328,183.0961,93.10173,162.45027,781.0728,49.977055,39.474117,837.82916,52.953117,79.441055,10.079272,22.753738,200.16827,11.147853,10.02076,54.217136,17.60183,4068.4233,18.006336,24.997984,15.8425455,10.821943,282.0914,53.085724,28.203629,7.9255795,7.240601,13.64426,55.197575,81.56676,37.41089,184.60532,18.467678,6.676217,47.985268,24.813549,37.131084,116.171715,17.90992,1.5880847,26.954065,12.768446,1624.2289,21.35238,0.71962553,34.584476,12.587627,125.21213,81.97177,100.83982,8.341876,92.38629,335.9745,240.45155,28.382267,235.3792,73.2965,47.077934,69.383095,107.509315,15.622219,44.135452,481.849,4.7538123,8.836368,222.28287,23.226612,9.041682,32.1405,30.652565,332.78693,99.81865,164.27379,1559.7202,82.42119,1676.1864,1588.0547,11.544597,10.976411,1654.5406,21.777237,17.252218,426.7922,36.56391,62.743145,27.866426,106.71884,262.7121,417.9628,5.12329,42.92137,145.14943,363.48648,9.253874,89.62575,10.125941,1.5164052,58.881878,0.99465424,1.1211327,3.2325392,10.925626,29.659903,18.27272,22.544355,490.02933,49.844757,27.838133,36.6502,13.132719,92.15927,10.0509405,51.894627,10.065323,69.65865,18.986498,28.806738,39.441666,9.80504,42.8962,32.50363,1.1784959,61.87258,10.244389,220.544,7.2152414,284.93207,21.37374,1058.6196,127.29156,3.0934842,10.107061,150.08485,187.3274,927.9677,897.22845 +2025-01-10 07:00:00,0.0,2398.3904,42.98167,8.274365,36.67537,29.207285,246.43356,28.606226,49.82645,18.535213,27.630411,238.45834,132.47343,14.723299,54.90683,1.8714097,1.5285339,46.869164,41.389057,36.05408,583.0891,20.820395,692.3772,128.7975,25.616718,72.35962,350.3219,72.897125,887.974,255.2911,2600.1694,38.428722,2700.471,393.4681,23.47048,21.313437,114.80842,232.38756,292.83353,622.95514,40.700268,21.461344,10.474564,494.1584,266.51947,69.31457,7.0113316,565.5865,12.74919,594.73157,7.2501497,29.740686,0.0,793.7433,1749.0387,0.26147553,78.62318,14.439393,10280.974,28.478199,1.1254886,5.5202513,15.622272,9.424784,2.9703553,8.659453,254.4977,49.910023,4.5662107,0.7089174,3.607294,170.44643,0.91165996,141.62573,122.58293,2008.9221,182.9813,93.131454,162.5056,781.12854,50.029255,39.508415,838.5566,52.94408,79.44905,10.078786,22.768665,200.21509,11.150428,10.019731,54.22916,17.607805,4068.6956,18.006178,25.020496,15.843357,10.827501,282.1541,53.099365,28.221437,7.928299,7.2439337,13.64071,55.19497,81.59908,37.439316,184.6262,18.468613,6.6863565,48.001213,24.808092,37.110504,116.18023,17.89582,1.5878057,26.976511,12.765931,1623.4364,21.356604,0.7191638,34.636997,12.592966,125.23586,81.948074,100.82493,8.34451,92.41021,335.9898,240.43228,28.39223,235.3489,73.2522,47.075096,69.38225,107.58056,15.6348915,44.154858,481.81882,4.761793,8.850811,222.38591,23.222292,9.043425,32.175343,30.678955,333.14523,99.89373,164.28172,1560.4022,82.339134,1676.0471,1587.8193,11.539932,10.968986,1654.1802,21.76885,17.242731,426.7177,36.54607,62.715523,27.860632,106.65612,262.69318,417.87677,5.121548,42.90654,145.03311,363.4289,9.248883,89.61798,10.122379,1.5161264,58.879456,0.9946988,1.1212904,3.233055,10.92463,29.650318,18.268633,22.549059,489.47766,49.828293,27.824213,36.639618,13.126882,92.193214,10.040435,52.00466,10.060887,69.64279,18.965368,28.771614,39.41111,9.802923,42.86246,32.47144,1.1782534,61.857536,10.24349,220.53613,7.2142024,284.86655,21.369352,1058.8247,127.264206,3.0931404,10.105151,150.05843,187.29662,927.8971,897.3289 +2025-01-10 08:00:00,0.0,2397.8179,42.965214,8.26861,36.628857,29.190859,246.32314,28.600597,49.812607,18.53278,27.6259,238.46574,132.46826,14.719723,54.899353,1.878127,1.5333648,46.849995,41.502846,36.104225,582.8487,20.855642,691.90393,128.81429,25.666555,72.46871,350.07318,72.9115,888.215,255.29765,2599.3042,38.45849,2699.8623,393.97815,23.497618,21.33007,114.96608,232.38477,292.8658,623.56396,40.698925,21.450277,10.473639,494.1093,266.76236,69.39505,7.010137,565.6507,12.751398,594.7265,7.256214,29.743782,0.0,793.9721,1749.0507,0.2615169,78.5718,14.440018,10282.773,28.490658,1.1261469,5.5189967,15.622524,9.435182,2.9745648,8.659805,254.58253,49.887695,4.565158,0.70922273,3.611467,170.68376,0.9110778,141.64293,122.51828,2010.2115,182.86649,93.16117,162.56093,781.18427,50.081455,39.542717,839.284,52.935043,79.45705,10.0782995,22.783592,200.26189,11.153004,10.018702,54.24118,17.613781,4068.9678,18.006021,25.04301,15.84417,10.833059,282.21683,53.113007,28.239246,7.9310184,7.247266,13.63716,55.192368,81.63142,37.467743,184.6471,18.46955,6.6964965,48.01716,24.802633,37.089924,116.18874,17.881721,1.5875269,26.998955,12.763416,1622.6439,21.360826,0.71870196,34.689514,12.598306,125.259605,81.92437,100.810036,8.347145,92.434135,336.00513,240.41302,28.40219,235.31863,73.207886,47.072254,69.3814,107.65181,15.647564,44.17426,481.7886,4.7697735,8.865254,222.48894,23.217972,9.045166,32.21019,30.705347,333.5035,99.96882,164.28967,1561.0842,82.25709,1675.9077,1587.5841,11.535269,10.961559,1653.8198,21.760464,17.233244,426.64322,36.52823,62.687904,27.85484,106.5934,262.67422,417.79074,5.1198063,42.891705,144.91678,363.37134,9.243892,89.610214,10.118817,1.5158476,58.877033,0.9947434,1.1214482,3.233571,10.923635,29.640732,18.264545,22.553764,488.92596,49.81183,27.810291,36.629032,13.121045,92.22715,10.029928,52.114697,10.056452,69.62692,18.94424,28.73649,39.380554,9.800806,42.828728,32.439247,1.1780111,61.842495,10.242592,220.52824,7.213163,284.80103,21.364965,1059.0298,127.23686,3.0927968,10.103241,150.032,187.26584,927.8264,897.4293 +2025-01-10 09:00:00,0.0,2397.2454,42.948757,8.262855,36.582348,29.174435,246.21269,28.59497,49.79876,18.530344,27.621387,238.47313,132.46309,14.716146,54.89188,1.8848444,1.5381957,46.830826,41.61663,36.15437,582.6082,20.89089,691.4306,128.83107,25.716393,72.57781,349.82443,72.925865,888.4561,255.30418,2598.439,38.488255,2699.2537,394.48816,23.524755,21.346706,115.12373,232.38197,292.8981,624.1727,40.697582,21.43921,10.472713,494.06024,267.00525,69.475525,7.008943,565.71484,12.753606,594.7215,7.262278,29.74688,0.0,794.2009,1749.0625,0.26155826,78.52042,14.440642,10284.572,28.503117,1.1268052,5.517742,15.622777,9.4455805,2.9787743,8.660158,254.66739,49.865368,4.5641055,0.70952815,3.61564,170.92108,0.91049564,141.66011,122.45363,2011.5009,182.75168,93.19089,162.61627,781.24005,50.13365,39.57702,840.0115,52.92601,79.46504,10.077814,22.798521,200.30869,11.155579,10.017672,54.253204,17.619755,4069.24,18.005863,25.065525,15.844982,10.838617,282.27957,53.126648,28.257057,7.9337378,7.2505984,13.63361,55.189762,81.66375,37.49617,184.66798,18.470484,6.7066364,48.033104,24.797176,37.069344,116.19726,17.867622,1.587248,27.021399,12.760901,1621.8514,21.36505,0.7182402,34.742035,12.603644,125.28334,81.900665,100.79514,8.349779,92.45806,336.02048,240.39375,28.412151,235.28835,73.163574,47.069416,69.38055,107.72305,15.660236,44.193665,481.75842,4.777754,8.879698,222.59196,23.213652,9.046908,32.245033,30.731737,333.86182,100.0439,164.29762,1561.7664,82.17503,1675.7684,1587.3488,11.530604,10.954133,1653.4594,21.752079,17.223757,426.5687,36.510384,62.660282,27.849045,106.53068,262.6553,417.7047,5.1180644,42.876873,144.80045,363.31378,9.2389,89.60245,10.115255,1.5155687,58.874607,0.994788,1.1216058,3.234087,10.922639,29.631145,18.260458,22.558468,488.3743,49.795364,27.796371,36.618446,13.115208,92.261086,10.019422,52.22473,10.052016,69.61106,18.923111,28.701366,39.35,9.798689,42.79499,32.40706,1.1777686,61.82745,10.2416935,220.52037,7.212124,284.73547,21.36058,1059.2349,127.20951,3.092453,10.101331,150.00557,187.23506,927.7558,897.5297 +2025-01-10 10:00:00,0.0,2396.673,42.9323,8.257099,36.53584,29.15801,246.10226,28.589342,49.784912,18.52791,27.616877,238.48051,132.45793,14.71257,54.884407,1.8915617,1.5430266,46.811653,41.73042,36.204517,582.3678,20.92614,690.95734,128.84785,25.766232,72.68691,349.5757,72.94024,888.69714,255.31071,2597.5737,38.518024,2698.6453,394.9982,23.551893,21.36334,115.281395,232.37918,292.9304,624.78156,40.696236,21.428144,10.471788,494.01114,267.24814,69.556,7.0077486,565.77905,12.755814,594.71643,7.2683425,29.749977,0.0,794.4297,1749.0745,0.26159966,78.46904,14.441267,10286.372,28.515574,1.1274636,5.5164876,15.62303,9.455979,2.9829838,8.66051,254.75224,49.84304,4.563053,0.70983356,3.6198127,171.15842,0.9099135,141.6773,122.38898,2012.7902,182.63687,93.2206,162.6716,781.2958,50.185852,39.611317,840.7389,52.916973,79.47304,10.077328,22.813448,200.3555,11.158154,10.016643,54.26523,17.62573,4069.5122,18.005707,25.088037,15.845795,10.844176,282.3423,53.14029,28.274866,7.9364576,7.2539306,13.63006,55.187157,81.69608,37.524597,184.68887,18.471418,6.716776,48.04905,24.79172,37.04876,116.20578,17.853521,1.586969,27.043842,12.758387,1621.059,21.369272,0.7177784,34.794556,12.608983,125.30708,81.87697,100.78025,8.352413,92.48199,336.0358,240.3745,28.422113,235.25806,73.11926,47.066574,69.3797,107.794304,15.672909,44.213066,481.7282,4.7857347,8.89414,222.695,23.209332,9.04865,32.27988,30.758127,334.22012,100.11899,164.30556,1562.4482,82.09299,1675.6292,1587.1135,11.525941,10.946707,1653.099,21.743692,17.21427,426.4942,36.492542,62.63266,27.843252,106.46796,262.63635,417.61868,5.1163225,42.862038,144.68411,363.2562,9.23391,89.59468,10.111693,1.5152898,58.872185,0.9948326,1.1217635,3.2346032,10.921643,29.62156,18.25637,22.563171,487.8226,49.778896,27.78245,36.607864,13.10937,92.29503,10.008916,52.334766,10.047581,69.59519,18.901981,28.66624,39.319443,9.796573,42.761253,32.374866,1.1775261,61.812405,10.240795,220.51248,7.211085,284.66995,21.356194,1059.44,127.18217,3.0921094,10.099421,149.97914,187.20428,927.6851,897.6301 +2025-01-10 11:00:00,0.0,2396.1006,42.915848,8.251344,36.48933,29.141584,245.99184,28.583714,49.771065,18.525476,27.612366,238.48792,132.45276,14.708993,54.876934,1.8982791,1.5478575,46.792484,41.844204,36.25466,582.1273,20.961388,690.484,128.86464,25.816069,72.79601,349.32697,72.95461,888.9382,255.31726,2596.7085,38.54779,2698.0366,395.50824,23.579031,21.379976,115.439064,232.37639,292.96268,625.3904,40.694893,21.417078,10.470864,493.96207,267.49103,69.63648,7.006554,565.84326,12.758021,594.7114,7.2744064,29.753075,0.0,794.65857,1749.0864,0.26164103,78.41766,14.441893,10288.172,28.528032,1.1281219,5.515233,15.6232815,9.466378,2.9871933,8.660862,254.83708,49.820713,4.5620008,0.7101389,3.6239858,171.39574,0.9093313,141.6945,122.324326,2014.0795,182.52206,93.25031,162.72693,781.35156,50.238052,39.64562,841.4663,52.907936,79.48103,10.076841,22.828373,200.4023,11.160728,10.015614,54.27725,17.631706,4069.7842,18.005548,25.110552,15.846607,10.849734,282.405,53.15393,28.292675,7.939177,7.257263,13.626511,55.184555,81.72842,37.553024,184.70976,18.472355,6.726916,48.064995,24.786263,37.02818,116.214294,17.839422,1.5866902,27.066288,12.755872,1620.2665,21.373497,0.7173166,34.847076,12.614322,125.33082,81.85327,100.76536,8.355048,92.50591,336.05112,240.35522,28.432074,235.22777,73.07495,47.063736,69.378845,107.86555,15.685581,44.23247,481.698,4.793715,8.908584,222.79803,23.205011,9.050391,32.314724,30.78452,334.57843,100.19407,164.3135,1563.1302,82.01093,1675.4897,1586.8782,11.521276,10.9392805,1652.7385,21.735306,17.204782,426.4197,36.474697,62.60504,27.837458,106.405235,262.61743,417.53265,5.1145806,42.847206,144.56778,363.1986,9.228918,89.586914,10.108131,1.515011,58.869762,0.99487716,1.1219211,3.235119,10.920648,29.611973,18.252283,22.567877,487.27094,49.762432,27.76853,36.59728,13.103533,92.328964,9.998409,52.444805,10.043145,69.57933,18.880852,28.631117,39.288887,9.794456,42.727516,32.342674,1.1772836,61.797363,10.239897,220.5046,7.2100453,284.6044,21.351807,1059.645,127.154816,3.0917659,10.09751,149.95271,187.17351,927.6145,897.7305 +2025-01-10 12:00:00,0.0,2395.528,42.89939,8.245588,36.442818,29.12516,245.8814,28.578087,49.75722,18.52304,27.607855,238.4953,132.44759,14.705417,54.86946,1.9049965,1.5526885,46.77331,41.957993,36.304806,581.8869,20.996637,690.01074,128.88142,25.865906,72.90511,349.07825,72.96898,889.1792,255.32379,2595.8433,38.577557,2697.428,396.01825,23.606169,21.39661,115.596725,232.3736,292.99496,625.9992,40.69355,21.406012,10.469939,493.913,267.73392,69.71696,7.0053596,565.9075,12.760229,594.70636,7.280471,29.756172,0.0,794.8873,1749.0983,0.2616824,78.36629,14.442517,10289.971,28.540491,1.1287801,5.5139785,15.623535,9.476777,2.9914029,8.661214,254.92194,49.79839,4.5609484,0.71044433,3.6281586,171.63307,0.90874916,141.7117,122.259674,2015.3689,182.40726,93.28003,162.78226,781.4073,50.29025,39.67992,842.1937,52.898903,79.48902,10.076356,22.843302,200.4491,11.163303,10.014585,54.289272,17.63768,4070.0564,18.005392,25.133064,15.847419,10.855292,282.46774,53.167572,28.310484,7.9418964,7.2605953,13.62296,55.18195,81.76075,37.58145,184.73065,18.47329,6.7370553,48.080944,24.780806,37.0076,116.22281,17.825323,1.5864112,27.088732,12.753357,1619.474,21.37772,0.7168548,34.899597,12.61966,125.35456,81.82957,100.750465,8.357682,92.52984,336.06647,240.33597,28.442036,235.19748,73.03065,47.060894,69.378,107.9368,15.698254,44.251873,481.66782,4.8016953,8.923027,222.90106,23.200691,9.052134,32.34957,30.81091,334.93674,100.26915,164.32144,1563.8123,81.92889,1675.3505,1586.6428,11.516613,10.931855,1652.378,21.72692,17.195295,426.34518,36.456856,62.57742,27.831665,106.342514,262.59848,417.44662,5.1128387,42.832375,144.45145,363.14105,9.223927,89.57915,10.10457,1.5147321,58.86734,0.99492174,1.1220788,3.235635,10.919652,29.602386,18.248196,22.57258,486.71924,49.745968,27.754608,36.586693,13.097696,92.3629,9.987904,52.55484,10.03871,69.56346,18.859724,28.595993,39.25833,9.792338,42.69378,32.310486,1.1770413,61.78232,10.238998,220.49672,7.2090063,284.53888,21.34742,1059.8501,127.12747,3.091422,10.0956,149.92627,187.14275,927.5439,897.831 +2025-01-10 13:00:00,0.0,2394.9556,42.882935,8.239832,36.39631,29.108736,245.77097,28.572458,49.743374,18.520607,27.603342,238.50269,132.44243,14.70184,54.861988,1.9117138,1.5575193,46.754143,42.071777,36.35495,581.6464,21.031885,689.5374,128.89821,25.915743,73.01421,348.8295,72.98335,889.4202,255.33034,2594.978,38.607323,2696.8196,396.5283,23.633307,21.413244,115.75438,232.3708,293.02725,626.60803,40.692204,21.394945,10.469014,493.8639,267.9768,69.79743,7.0041656,565.9716,12.762437,594.70135,7.286535,29.759268,0.0,795.1162,1749.1102,0.2617238,78.3149,14.443142,10291.7705,28.552948,1.1294384,5.5127244,15.623787,9.487176,2.9956124,8.661566,255.00677,49.776062,4.559896,0.71074975,3.6323316,171.87039,0.908167,141.72888,122.19503,2016.6582,182.29245,93.309746,162.83759,781.463,50.34245,39.71422,842.92114,52.889866,79.49702,10.07587,22.858229,200.49591,11.165878,10.013555,54.301296,17.643656,4070.3286,18.005234,25.155579,15.848231,10.860851,282.53046,53.181213,28.328293,7.944616,7.263928,13.6194105,55.179344,81.79308,37.60988,184.75154,18.474226,6.7471952,48.09689,24.775349,36.98702,116.23132,17.811224,1.5861324,27.111176,12.750842,1618.6815,21.381943,0.71639305,34.952118,12.624999,125.378296,81.80586,100.73557,8.360316,92.553764,336.0818,240.31671,28.451996,235.16719,72.986336,47.058056,69.37715,108.00804,15.710926,44.27128,481.6376,4.8096757,8.9374695,223.0041,23.196371,9.053875,32.384415,30.8373,335.29504,100.34424,164.32939,1564.4944,81.84683,1675.2112,1586.4076,11.511949,10.924429,1652.0177,21.718533,17.185808,426.2707,36.439014,62.549797,27.82587,106.27979,262.57956,417.3606,5.111097,42.81754,144.33511,363.0835,9.218936,89.57138,10.101008,1.5144532,58.864918,0.9949663,1.1222365,3.2361512,10.918656,29.592802,18.244108,22.577286,486.16757,49.729504,27.740688,36.576107,13.091859,92.39684,9.977397,52.664875,10.034274,69.5476,18.838594,28.56087,39.227776,9.790221,42.66004,32.278294,1.1767988,61.767277,10.2381,220.48883,7.2079673,284.47336,21.343033,1060.055,127.10013,3.0910785,10.09369,149.89984,187.11197,927.4732,897.9314 +2025-01-10 14:00:00,0.0,2394.383,42.866478,8.2340765,36.3498,29.092312,245.66054,28.56683,49.729527,18.518171,27.598831,238.51009,132.43726,14.698264,54.854515,1.9184312,1.5623503,46.73497,42.185566,36.405098,581.406,21.067135,689.06415,128.915,25.96558,73.123314,348.58078,72.99773,889.6613,255.33687,2594.1128,38.63709,2696.211,397.0383,23.660444,21.42988,115.91204,232.36801,293.05954,627.2168,40.69086,21.383879,10.468089,493.81482,268.2197,69.877914,7.002971,566.0359,12.764645,594.69635,7.292599,29.762365,0.0,795.345,1749.1221,0.26176515,78.26353,14.443767,10293.57,28.565407,1.1300967,5.51147,15.624039,9.497575,2.999822,8.661918,255.09163,49.753735,4.558843,0.7110551,3.6365044,172.10773,0.90758485,141.74608,122.13038,2017.9475,182.17764,93.33946,162.89293,781.5188,50.39465,39.74852,843.6486,52.88083,79.50501,10.075384,22.873158,200.54271,11.168453,10.012526,54.313316,17.64963,4070.6008,18.005077,25.178091,15.849044,10.866409,282.5932,53.194855,28.346102,7.9473352,7.26726,13.61586,55.17674,81.82542,37.638306,184.77243,18.47516,6.7573347,48.112835,24.769892,36.96644,116.23984,17.797125,1.5858535,27.133621,12.748327,1617.889,21.386166,0.71593124,35.004635,12.630338,125.40204,81.782166,100.72068,8.362951,92.57768,336.0971,240.29744,28.461958,235.1369,72.942024,47.055214,69.3763,108.079285,15.7235985,44.29068,481.60742,4.8176565,8.951913,223.10713,23.19205,9.055617,32.419262,30.863691,335.65335,100.41932,164.33733,1565.1763,81.764786,1675.0719,1586.1722,11.507285,10.917003,1651.6572,21.710146,17.176321,426.1962,36.42117,62.52218,27.820076,106.21707,262.5606,417.27457,5.109355,42.802708,144.21878,363.0259,9.213944,89.563614,10.097446,1.5141743,58.86249,0.9950109,1.1223941,3.2366672,10.917661,29.583216,18.24002,22.58199,485.61588,49.71304,27.726767,36.565525,13.086021,92.43078,9.96689,52.77491,10.029839,69.53173,18.817465,28.525743,39.19722,9.788104,42.62631,32.2461,1.1765563,61.75223,10.237203,220.48096,7.206928,284.4078,21.338646,1060.2601,127.07278,3.0907347,10.09178,149.87341,187.08119,927.4026,898.0318 +2025-01-10 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diff --git a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/README b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/README index c44e8d873..3474f64bb 100644 --- a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/README +++ b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/README @@ -3,7 +3,7 @@ cp /sciclone/schism10/yinglong/NOAA-CSDL/Pacific_project_2021/RUN24e/Source/coas cp /sciclone/schism10/yinglong/NOAA-CSDL/Pacific_project_2021/RUN24e/Source/out_river . ln -sf /sciclone/schism10/yinglong/NOAA-CSDL/Pacific_project_2021/RUN24e/Source/hgrid.gr3 . -Change "date_forecast" in the gen_clima.py accordingly, then run "python gen_clima.py" to get file: +Run "python gen_clima.py" to get file: Dai_Trenberth_climatology_1990-2018_hourly.csv diff --git a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/gen_clima.py b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/gen_clima.py index 42244121a..f0c12e286 100644 --- a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/gen_clima.py +++ b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/gen_clima.py @@ -21,8 +21,8 @@ def read_station_file(station_file_name): if __name__ == '__main__': - #year = 2024 - date_forecast = pd.date_range('2024-01-01', '2025-01-01', freq='MS') + #year = 2024 (value is independant with year. date will be changed based on NWM's date, gen_sourcesink.py) + date_forecast = pd.date_range('2024-01-01', '2025-02-01', freq='MS') river_filename = 'out_river' hgrid = 'hgrid.gr3' @@ -52,14 +52,16 @@ def read_station_file(station_file_name): if mask.sum() > 0: month_mean.loc[mask == 1, i] = 0 - #add January to the end + #add January and Feb to the end month_mean.loc[13] = month_mean.loc[1] + month_mean.loc[14] = month_mean.loc[2] + #climatology monthly - df2023 = pd.DataFrame(data=month_mean.values, columns=stations, index=date_forecast) - #df_2023_daily = df2023.resample('D').asfreq() - #df_2023_daily.interpolate('linear', inplace=True) - df_2023_hourly = df2023.resample('H').asfreq() - df_2023_hourly.interpolate('linear', inplace=True) + df2024 = pd.DataFrame(data=month_mean.values, columns=stations, index=date_forecast) + #df_2024_daily = df2024.resample('D').asfreq() + #df_2024_daily.interpolate('linear', inplace=True) + df_2024_hourly = df2024.resample('H').asfreq() + df_2024_hourly.interpolate('linear', inplace=True) #to daily # tmp = month_mean.loc[df.index.month] @@ -84,7 +86,7 @@ def read_station_file(station_file_name): #print(rank) #select rivers - df_clima_hourly = df_2023_hourly.loc[:, rank-1] + df_clima_hourly = df_2024_hourly.loc[:, rank-1] #Find nearest elem gd = read_schism_hgrid(hgrid) @@ -104,8 +106,9 @@ def read_station_file(station_file_name): # ie_r = values[15] # idxs = np.where(ie_river == ie_r)[0] # cols = rank[idxs] - 1 - # tmp = df_2023_hourly.loc[:, cols[0]]+df_2023_hourly.loc[:, cols[1]]+df_2023_hourly.loc[:, cols[2]] + # tmp = df_2024_hourly.loc[:, cols[0]]+df_2024_hourly.loc[:, cols[1]]+df_2024_hourly.loc[:, cols[2]] # tmp2 = out_flow_transposed.loc[:, ie_r] out_flow_transposed.to_csv('Dai_Trenberth_climatology_1990-2018_hourly.csv', index_label='date') + #out_flow_transposed.to_csv('Dai_Trenberth_climatology_1990-2018_hourly.csv', index_label='date', mode='a', header=False) diff --git a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/hgrid.gr3 b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/hgrid.gr3 new file mode 120000 index 000000000..d1ec12047 --- /dev/null +++ b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/Clima/Dai_Trenberth/hgrid.gr3 @@ -0,0 +1 @@ +/sciclone/schism10/yinglong/NOAA-CSDL/Pacific_project_2021/RUN24e/Source/hgrid.gr3 \ No newline at end of file diff --git a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/NWM/Combined/gen_sourcesink.py b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/NWM/Combined/gen_sourcesink.py index 3c9a5cf80..5b2adeaa3 100644 --- a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/NWM/Combined/gen_sourcesink.py +++ b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/NWM/Combined/gen_sourcesink.py @@ -8,6 +8,12 @@ import pandas as pd from netCDF4 import Dataset +def is_leap_year(year): + if (year % 4 == 0 and year % 100 != 0) or (year % 400 == 0): + return True + else: + return False + def read_featureID_file(filename): with open(filename) as f: @@ -216,8 +222,16 @@ def streamflow_lookup(file, indexes, threshold=-1e-5): print(sinks.shape) #combine with Dai_Trenberth_climatology - df = pd.read_csv(clima_filename) - df.set_index('date', inplace=True) + df = pd.read_csv(clima_filename, parse_dates=['date'], index_col='date') + + if is_leap_year(int(startdate.year)): + print(f'Year {startdate.year} is a leap year') + else: + print('Year {startdate.year} is not a leap year, drop day 02-29') + df = df[~(df.index.date == pd.to_datetime(f'2024-02-29').date())] + date_forecast = pd.date_range(f'{startdate.year}-01-01', f'{int(startdate.year) + 1}-02-01', freq='H') + df.index = date_forecast + mask = (pd.to_datetime(df.index) >= dates[0]) & (pd.to_datetime(df.index) <=dates[-1]) df_forecast = df[mask] df_nwm = pd.DataFrame(data=sources, columns=np.array(eid_sources), index=np.array(dates)) diff --git a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/gen_sourcesink_json.py b/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/gen_sourcesink_json.py deleted file mode 100644 index 0f71a0c9f..000000000 --- a/src/Utility/Pre-Processing/STOFS-3D-Pac-shadow-VIMS/Source_sink/gen_sourcesink_json.py +++ /dev/null @@ -1,52 +0,0 @@ -from datetime import datetime -from time import time -import pathlib -import logging - -from pyschism.forcing.source_sink.nwm import NationalWaterModel, NWMElementPairings -from pyschism.mesh import Hgrid - -logging.basicConfig( - format="[%(asctime)s] %(name)s %(levelname)s: %(message)s", - force=True, -) -logging.captureWarnings(True) - -log_level = logging.DEBUG -logging.getLogger('pyschism').setLevel(log_level) - -if __name__ == '__main__': - - hgrid = Hgrid.open("./hgrid_sub.gr3", crs="epsg:4326") - lon = hgrid.nodes.coords[:,0] - hgrid.nodes.coords[:,0] = (lon + 180) % 360 - 180 - t0 = time() - - #source/sink json files, if not exist, it will call NWMElementPairings to generate. - sources_pairings = pathlib.Path('./sources_conus_v3.json') - sinks_pairings = pathlib.Path('./sinks_conus_v3.json') - output_directory = pathlib.Path('./') - - #input directory which saves downloaded nc files - #cache = pathlib.Path(f'./{startdate.strftime("%Y%m%d")}') - #cache.mkdir(exist_ok=True, parents=True) - #cache = pathlib.Path('./NWM_v2.1') - - # check if source/sink json file exists - if all([sources_pairings.is_file(), sinks_pairings.is_file()]) is False: - pairings = NWMElementPairings(hgrid) - sources_pairings.parent.mkdir(exist_ok=True, parents=True) - pairings.save_json(sources=sources_pairings, sinks=sinks_pairings) - else: - pairings = NWMElementPairings.load_json( - hgrid, - sources_pairings, - sinks_pairings) - - pairings.sources_gdf.to_file('sources_conus_v3.shp') - pairings.sinks_gdf.to_file('sinks_conus_v3.shp') - #check nc files, if not exist will download - #nwm=NationalWaterModel(pairings=pairings, cache=cache) - - #nwm.write(output_directory, hgrid, startdate, rnday, overwrite=True) - print(f'It took {time()-t0} seconds to generate source/sink json files')