{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Deal with nested grids\n", "\n", "In Marthe, grid domain can be refined locally. In this case, special method are required for visualisation.\n", "This tutorial aim to show the main function to plot such nested grids." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load grid\n", "\n", "Nested grids are loaded by `gridmarthe` just as any Marthe grid." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "import gridmarthe as gm\n", "ds = gm.load_marthe_grid('nested.permh', drop_nan=True, nanval=[0., -9999.])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this case, data are stored in 1D (only 1 timestep here). The vector is composed by data from\n", "maingrid then nested grid 1, nested grid 2 and nested grid 3. Each value of the vector is associated\n", "with an index (the `zone` dimension), linked to a couple of coordinates.\n", "\n", "If we assign coords and plot the dataset, the non-continuous coordinates (dx and dy are not constant)\n", "lead to poor visualisation with matplotlib base `pcolormesh`." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# assign coords \n", "ds2d = ds.mart.assign_coords().isel(time=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Naive plot" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "ds2d['permeab'].plot.pcolormesh(x='x', y='y')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Gridmarthe helper\n", "\n", "gridmarthe provide a helper function to plot such grids (which can accept keywords argument from `xarray.Dataset.plot.pcolormesh`)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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