{ "cells": [ { "cell_type": "markdown", "id": "80bdd7f9-b6aa-4e56-931a-2f41ffdc620f", "metadata": {}, "source": [ "## embedding **ICPAC** [*Precipitation*] FORECASTING into **STORM**" ] }, { "cell_type": "markdown", "id": "1bc785b5-7fc3-47b6-bf7d-16d172d5e20d", "metadata": {}, "source": [ "load some libraries..." ] }, { "cell_type": "code", "execution_count": 25, "id": "9ebe9927-02a6-470d-8471-8ccbffc12da5", "metadata": {}, "outputs": [], "source": [ "import gc\n", "import glob\n", "import numpy as np\n", "import pandas as pd\n", "import xarray as xr\n", "import matplotlib.pyplot as plt\n", "from pathlib import Path" ] }, { "cell_type": "markdown", "id": "6702b7ee-6ca1-4a4c-9acf-67e9974d7757", "metadata": {}, "source": [ "define some constants" ] }, { "cell_type": "code", "execution_count": 18, "id": "8c01c3b4-f2ff-4c14-9cfd-041f5bd3dcb5", "metadata": {}, "outputs": [], "source": [ "sdic = {'JF': [1, 2], 'MAM': [3, 4, 5], 'JJAS': [6, 7, 8, 9], 'OND': [10, 11, 12]}\n", "\n", "seas = 'MAM'\n", "nsim = 2\n", "nrun = 5\n", "\n", "outp = '/home/cuwalid/SETS/sims/'\n", "outp = '/home/cuwalid/training/forecast/regional/dataset/pre/pools/'\n", "fdir = './forecast/'\n", "Path(fdir).mkdir(parents=True, exist_ok=True)" ] }, { "cell_type": "markdown", "id": "05e09cad-8eec-43a3-ba54-c9f17b03ee59", "metadata": {}, "source": [ "fetch the data" ] }, { "cell_type": "code", "execution_count": 11, "id": "b466d6f7-bdd1-4ceb-adf7-2488337dc590", "metadata": {}, "outputs": [], "source": [ "# fetch the pools\n", "pool = list(map(lambda x: sorted(glob.glob(f'{outp}/{x}/*_MAM.nc')),\n", " ['poolA', 'poolN', 'poolB']))\n", "# create the combinations\n", "allp = np.asarray([f'{x}+{y}+{z}' for x in pool[0] for\n", " y in pool[1] for z in pool[2]])\n", "# selected random combinations\n", "what = np.random.default_rng().choice(allp, size=nsim, replace=False).tolist()\n", "\n", "# read the ICPAC terciles\n", "icpac = xr.open_dataset('./ICPAC_precipForecast_2022-MAM.nc', chunks='auto',\n", " decode_cf=True, mask_and_scale=True,)# drop_variables=['spatial_ref'],)\n", "icpac = (icpac.tercile / 100).compute()" ] }, { "cell_type": "markdown", "id": "46cd398f-243e-4454-932c-a974f013c081", "metadata": {}, "source": [ "what are the combos?" ] }, { "cell_type": "code", "execution_count": 13, "id": "d5295a51-aaa2-480e-b2e5-39600dce79f0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['/home/manuel/SETS/sims//poolA/2015_MAM.nc+/home/manuel/SETS/sims//poolN/2005_MAM.nc+/home/manuel/SETS/sims//poolB/2024_MAM.nc'\n", " '/home/manuel/SETS/sims//poolA/2014_MAM.nc+/home/manuel/SETS/sims//poolN/2004_MAM.nc+/home/manuel/SETS/sims//poolB/2021_MAM.nc'\n", " '/home/manuel/SETS/sims//poolA/2012_MAM.nc+/home/manuel/SETS/sims//poolN/2012_MAM.nc+/home/manuel/SETS/sims//poolB/2020_MAM.nc']\n" ] } ], "source": [ "print(np.asarray(what))" ] }, { "cell_type": "markdown", "id": "725bc362-0cf2-47c1-b989-908242e8589d", "metadata": {}, "source": [ "helper functions..." ] }, { "cell_type": "code", "execution_count": 14, "id": "1d40296b-8f5a-42d9-abd5-feba29a09491", "metadata": {}, "outputs": [], "source": [ "# sample either 0, 1, or 2 given some PROBS (probabilities)\n", "def samp_ter(probs):\n", " prabs = np.random.default_rng().choice(\n", " [0, 1, 2], size=1, replace=True, p=probs, axis=0, shuffle=False,)\n", " return prabs[0]\n", "\n", "# retrieve the pool-file given 0, 1, or 2\n", "def CH_OLL(above, normal, below, map_ter, n_files):\n", " cual = [above, normal, below][map_ter]\n", " return cual" ] }, { "cell_type": "markdown", "id": "27381fbe-7a96-4ab3-b402-429e3afb3f70", "metadata": {}, "source": [ "main function:" ] }, { "cell_type": "code", "execution_count": 20, "id": "a2c99be2-8274-462d-a801-1aea331dbd0a", "metadata": {}, "outputs": [], "source": [ "def fore_cast(chain, yy, ii):\n", " print(f'\\ncombo: {chain}\\n')\n", " filo = chain.split('+')\n", " fool = list(map(lambda x: xr.open_dataset(x, chunks='auto',\n", " decode_cf=True, mask_and_scale=True,), filo))\n", "\n", " suma = fool[1].precipitation.load().copy(deep=True)\n", " suma[:] = 0.0\n", " suma = suma.drop_vars('time')\n", "\n", " for i in range(nrun):\n", " print(f'iter.. {i+1}')\n", " some_a = xr.apply_ufunc(\n", " samp_ter, icpac,\n", " dask='allowed', vectorize=True,\n", " input_core_dims=[['p'],],\n", " output_core_dims=[[],],\n", " )\n", " some_b = xr.apply_ufunc(\n", " CH_OLL,\n", " fool[0].precipitation, fool[1].precipitation, fool[2].precipitation, some_a,\n", " kwargs={'n_files': 3.14},\n", " dask_gufunc_kwargs={'allow_rechunk':True, 'output_sizes':{'time':2208}},\n", " output_dtypes=['f4'],\n", " dask='parallelized', vectorize=True,\n", " input_core_dims=[['time'], ['time'], ['time'], [],],\n", " exclude_dims=set(['time',]),\n", " output_core_dims=[['time',]],\n", " )\n", " step = some_b.compute()\n", " # weighted sum\n", " suma = suma + step / nrun\n", "\n", " # data for netcdf\n", " stamp = pd.date_range(\n", " start=f'{sdic[seas][0]}/1/{yy}', end=f'{sdic[seas][-1] + 1}/1/{yy}',\n", " freq='1h', inclusive='left'\n", " )\n", " suma['time'] = stamp\n", " suma = suma.to_dataset(name='precipitation')\n", " suma.rio.write_crs('EPSG:4326', inplace=True)\n", "\n", "# homogenize names\n", " suma.precipitation.attrs['long_name'] = 'precipitation_forecasting'\n", " suma.precipitation.attrs['units'] = 'mm/h'\n", " suma.lat.attrs['long_name'] = 'latitude'\n", " suma.lat.attrs['valid_min'] = -90.0\n", " suma.lat.attrs['valid_max'] = 90.0\n", " suma.lat.attrs['bounds'] = 'lat_bnds'\n", " suma.lon.attrs['long_name'] = 'longitude'\n", " suma.lon.attrs['valid_min'] = -180.0\n", " suma.lon.attrs['valid_max'] = 180.0\n", " suma.lon.attrs['bounds'] = 'lon_bnds'\n", " suma.time.attrs['standard_name'] = 'time'\n", "# set.up PRECIPITATION\n", " suma.precipitation.encoding['dtype'] = 'f4'\n", " suma.precipitation.encoding['zlib'] = True\n", " suma.precipitation.encoding['complevel'] = 9\n", " suma.precipitation.encoding['contiguous'] = False\n", " suma.precipitation.encoding['least_significant_digit'] = 2\n", " suma.precipitation.encoding['shuffle'] = True\n", " suma.precipitation.encoding['blosc'] = True\n", "# export to NC\n", " namo = f'{fdir}/{yy}_{seas}_{ii}.nc'\n", " print('\\nXporting NC.file...')\n", " suma.to_netcdf(namo, mode='w')\n", " gc.collect()" ] }, { "cell_type": "markdown", "id": "14fcf744-ebbc-424c-8124-e82797240af1", "metadata": {}, "source": [ "run the precipitation forecast!" ] }, { "cell_type": "code", "execution_count": 21, "id": "ae35a241-6a99-436d-b895-982ae7f4dd7e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "combo: /home/manuel/SETS/sims//poolA/2015_MAM.nc+/home/manuel/SETS/sims//poolN/2005_MAM.nc+/home/manuel/SETS/sims//poolB/2024_MAM.nc\n", "\n", "iter.. 1\n", "iter.. 2\n", "iter.. 3\n", "iter.. 4\n", "iter.. 5\n", "iter.. 6\n", "iter.. 7\n", "\n", "combo: /home/manuel/SETS/sims//poolA/2014_MAM.nc+/home/manuel/SETS/sims//poolN/2004_MAM.nc+/home/manuel/SETS/sims//poolB/2021_MAM.nc\n", "\n", "iter.. 1\n", "iter.. 2\n", "iter.. 3\n", "iter.. 4\n", "iter.. 5\n", "iter.. 6\n", "iter.. 7\n", "\n", "combo: /home/manuel/SETS/sims//poolA/2012_MAM.nc+/home/manuel/SETS/sims//poolN/2012_MAM.nc+/home/manuel/SETS/sims//poolB/2020_MAM.nc\n", "\n", "iter.. 1\n", "iter.. 2\n", "iter.. 3\n", "iter.. 4\n", "iter.. 5\n", "iter.. 6\n", "iter.. 7\n" ] }, { "data": { "text/plain": [ "[None, None, None]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "year = 2024 + np.r_[0:len(what)]\n", "list(map(fore_cast, what, year, range(len(what)) ))" ] }, { "cell_type": "markdown", "id": "f7f65237-3ee7-4b1c-a3c0-1e393e362b0a", "metadata": {}, "source": [ "let's check the forecast now" ] }, { "cell_type": "code", "execution_count": 23, "id": "0e7a2470-4741-4400-90fb-c0d90eb43887", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Dimensions: (lat: 225, lon: 240, time: 2208)\n", "Coordinates:\n", " * lat (lat) float32 -6.95 -6.85 -6.75 -6.65 ... 15.25 15.35 15.45\n", " * lon (lon) float32 28.05 28.15 28.25 28.35 ... 51.75 51.85 51.95\n", " * time (time) datetime64[ns] 2024-03-01 ... 2024-05-31T23:00:00\n", "Data variables:\n", " precipitation (time, lat, lon) float32 dask.array\n", " spatial_ref int64 ...\n" ] } ], "source": [ "# pick one of the outputs that were produced in \"./forecast\"\n", "fc = xr.open_dataset(f'{fdir}/{\"2024_MAM_0.nc\"}', chunks='auto',\n", " decode_cf=True, mask_and_scale=True,)\n", "print(fc)\n", "fcs = fc.precipitation.sum(dim=('time')).compute()" ] }, { "cell_type": "markdown", "id": "d9d0c1ef-c2f0-41e0-8b87-74673af7a7ab", "metadata": {}, "source": [ "the plotting happens here!" ] }, { "cell_type": "code", "execution_count": 27, "id": "9dd85e74-a41d-40ad-b692-312dd1d31637", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot\n", "fig, ax = plt.subplots(figsize=(6, 5), dpi=150)\n", "fcs.plot(\n", " x='lon', y='lat', cmap='gist_ncar_r', add_colorbar=True, vmin=50, vmax=2150,\n", " levels=22, robust=True,# ax=ax,\n", " cbar_kwargs={'shrink':0.75,\n", " 'aspect':27, 'label':'precipitation [mm/season]', 'pad':+.01,})\n", "plt.show()\n", "#plt.savefig(f'myFig.png', bbox_inches='tight', pad_inches=0.02)" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:prll]", "language": "python", "name": "conda-env-prll-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 5 }