{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import xarray as xr\n", "\n", "import cartopy.crs as ccrs\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "DATA_ROOT_DIR = os.getcwd()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Generate with:\n", "```bash\n", "cdo -P 8 -f nc2 -gtc,0 -remapcon,r2880x1440 -topo landmask.nc\n", "````\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[1., 1., 1., ..., 1., 1., 1.],\n", " [1., 1., 1., ..., 1., 1., 1.],\n", " [1., 1., 1., ..., 1., 1., 1.],\n", " ...,\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.],\n", " [0., 0., 0., ..., 0., 0., 0.]], dtype=float32)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "landmask2880x1440 = xr.open_dataset(os.path.join(f\"{DATA_ROOT_DIR}/landmask2880x1440.nc\"))\n", "landmask2880x1440[\"topo\"].values" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(15,10), dpi=216)\n", "ax = plt.subplot(projection=ccrs.PlateCarree())\n", "landmask2880x1440[\"topo\"].plot(add_colorbar=False);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Creating Custom Landmasks " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Global Land Sea Masks\n", "\n", "get high resolution mask\n", "> cdo -P 8 -f nc2 -gtc,0 -remapcon,r2880x1440 -topo landmask.nc\n", "\n", "get grid of gewünschte dataset\n", "> cdo -topo,glob_tas_yearmean_EUR_1971-2000.nc glob_targetGrid.nc\n", "\n", "set landmask grid \n", "> cdo remapbil,glob_targetGrid.nc landmask.nc landmask_glob_EUR.nc " ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:.conda-Benjamin_Pyenv]", "language": "python", "name": "conda-env-.conda-Benjamin_Pyenv-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": "3.9.2" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }