{ "cells": [ { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "import xcast as xc \n", "import xarray as xr \n", "import cartopy.crs as ccrs \n", "import numpy as np\n", "import matplotlib.pyplot as plt " ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "model1 = xr.open_dataset('gefs_week1_hind.nc')\n", "obs1 = xr.open_dataset('obs_week1_hind.nc')\n", "fmodel1 = xr.open_dataset('gefs_week1_fcst.nc')\n", "model = model1.precip.expand_dims({'M':[0]})\n", "fmodel = fmodel1.precip.expand_dims({'M':[0]})\n", "obs = obs1.precip.expand_dims({'M':[0]})" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "obs, model = xc.match(obs, model)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "mask_missing = model.mean('time', skipna=False).mean('M', skipna=False)\n", "mask_missing = xr.ones_like(mask_missing).where(~np.isnan(mask_missing), other=np.nan )\n", "model = model * mask_missing" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "model = model.sel(lon=slice(-20, 55), lat=slice(-40,40))\n", "fmodel = fmodel.sel(lon=slice(-20, 55), lat=slice(-40,40))\n", "obs = obs.sel(lon=slice(-20, 55), lat=slice(-40,40))\n", "model = xc.regrid(model, obs.lon, obs.lat)\n", "fmodel = xc.regrid(fmodel, obs.lon, obs.lat)" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "epoelm_kwargs = {\n", " 'regularization': -10,\n", " 'hidden_layer_size': 5,\n", " 'activation': 'relu',# 'sigm', 'tanh', 'lin', 'leaky', 'relu', 'softplus'],\n", " 'preprocessing':'minmax',#minmax', 'std', 'none' ],\n", " 'n_estimators': 30,\n", "}" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "window 1\n", "window 2\n", "window 3\n", "window 4\n", "window 5\n", "window 6\n", "window 7\n", "window 8\n", "window 9\n", "window 10\n", "window 11\n", "window 12\n", "window 13\n", "window 14\n", "window 15\n", "window 16\n", "window 17\n", "window 18\n", "window 19\n", "window 20\n", "window 21\n", "window 22\n", "window 23\n", "window 24\n", "window 25\n", "window 26\n", "window 27\n", "window 28\n", "window 29\n", "window 30\n", "window 31\n", "window 32\n", "window 33\n", "window 34\n", "window 35\n", "window 36\n", "window 37\n", "window 38\n", "window 39\n", "window 40\n", "window 41\n", "window 42\n", "window 43\n", "window 44\n", "window 45\n", "window 46\n", "window 47\n", "window 48\n", "window 49\n", "window 50\n", "window 51\n", "window 52\n", "window 53\n", "window 54\n", "window 55\n", "window 56\n", "window 57\n", "window 58\n", "window 59\n", "window 60\n" ] } ], "source": [ "hindcasts_prob = []\n", "i=1\n", "for xtrain, ytrain, xtest, ytest in xc.CrossValidator(model, obs, window=5):\n", " print(\"window {}\".format(i))\n", " i += 1\n", " epoelm = xc.EPOELM(**epoelm_kwargs)\n", " epoelm.fit(xtrain, ytrain)\n", " probs = epoelm.predict_proba(xtest)\n", " hindcasts_prob.append(probs.isel(time=2))\n", "hindcasts_prob = xr.concat(hindcasts_prob, 'time')" ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [], "source": [ "hindcasts_prob = xc.gaussian_smooth(hindcasts_prob, kernel=9)\n", "obs = xc.gaussian_smooth(obs, kernel=9)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "ohc = xc.OneHotEncoder() \n", "ohc.fit(obs)\n", "T = ohc.transform(obs)\n", "clim = xr.ones_like(T) * 0.333" ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "UNABLE TO FIND NAMES FOR FOLLOWING DIMS: ['sample']\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from mprob import mview_probabilistic\n", "fprobs = epoelm.predict_proba(fmodel)\n", "mview_probabilistic(fprobs.isel(time=0), title='GEFS, Week-1, EPOELM, Valid: 5Jan2024 -11Jan2024', savefig='./gefs_week_1_epoelm.png')" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from rocc import view_mroc\n", "ds = hindcasts_prob.assign_coords(M=(['BN', 'NN', 'AN']))\n", "view_mroc(ds, T, savefig='./gefs_week_1_epoelm_roc.png')" ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "UNABLE TO FIND NAMES FOR FOLLOWING DIMS: ['sample', 'feature']\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "groc = xc.GROCS(hindcasts_prob, T)\n", "from pview import view\n", "view(groc, title='GEFS, Week-34, EPOELM-GROC, Valid: 19Jan - 01Feb', savefig='./gefs_week_1_epoelm_groc.png')" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "UNABLE TO FIND NAMES FOR FOLLOWING DIMS: ['sample', 'feature']\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from rpssview import view\n", "clim_rps = xc.RankProbabilityScore(clim, T)\n", "pred_rps = xc.RankProbabilityScore(hindcasts_prob, T)\n", "rpss = 1 - pred_rps / clim_rps\n", "view(rpss, title='GEFS, Week-34, EPOELM-RPSS, Valid: 19Jan - 01Feb', savefig='./gefs_week_1_epoelm_rpss.png')" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "xc.view_reliability(hindcasts_prob, T)\n", "plt.savefig('./gefs_week_1_epoelm_relib.png', dpi=100)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.6" } }, "nbformat": 4, "nbformat_minor": 2 }