{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Bathymetric data\n", "\n", "[*GEBCO Compilation Group (2020) GEBCO 2020 Grid (doi:10.5285/a29c5465-b138-234d-e053-6c86abc040b9*)](https://www.gebco.net/data_and_products/gridded_bathymetry_data/)\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import xarray\n", "import mikeio" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:    (lat: 264, lon: 216)\n",
       "Coordinates:\n",
       "  * lat        (lat) float64 55.2 55.21 55.21 55.21 ... 56.29 56.29 56.29 56.3\n",
       "  * lon        (lon) float64 12.2 12.21 12.21 12.21 ... 13.09 13.09 13.09 13.1\n",
       "Data variables:\n",
       "    elevation  (lat, lon) int16 -8 -8 -8 -8 -9 -9 -9 -9 ... 72 71 72 77 80 80 86\n",
       "Attributes:\n",
       "    Conventions:  CF-1.6\n",
       "    title:        The GEBCO_2020 Grid - a continuous terrain model for oceans...\n",
       "    institution:  On behalf of the General Bathymetric Chart of the Oceans (G...\n",
       "    source:       The GEBCO_2020 Grid is the latest global bathymetric produc...\n",
       "    history:      Information on the development of the data set and the sour...\n",
       "    references:   DOI: 10.5285/a29c5465-b138-234d-e053-6c86abc040b9\n",
       "    comment:      The data in the GEBCO_2020 Grid should not be used for navi...\n",
       "    node_offset:  1.0
" ], "text/plain": [ "\n", "Dimensions: (lat: 264, lon: 216)\n", "Coordinates:\n", " * lat (lat) float64 55.2 55.21 55.21 55.21 ... 56.29 56.29 56.29 56.3\n", " * lon (lon) float64 12.2 12.21 12.21 12.21 ... 13.09 13.09 13.09 13.1\n", "Data variables:\n", " elevation (lat, lon) int16 ...\n", "Attributes:\n", " Conventions: CF-1.6\n", " title: The GEBCO_2020 Grid - a continuous terrain model for oceans...\n", " institution: On behalf of the General Bathymetric Chart of the Oceans (G...\n", " source: The GEBCO_2020 Grid is the latest global bathymetric produc...\n", " history: Information on the development of the data set and the sour...\n", " references: DOI: 10.5285/a29c5465-b138-234d-e053-6c86abc040b9\n", " comment: The data in the GEBCO_2020 Grid should not be used for navi...\n", " node_offset: 1.0" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds = xarray.open_dataset(\"../tests/testdata/gebco_2020_n56.3_s55.2_w12.2_e13.1.nc\")\n", "ds" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds.elevation.plot();" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ] }, { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 'elevation' ()>\n",
       "array(-43, dtype=int16)\n",
       "Coordinates:\n",
       "    lat      float64 55.86\n",
       "    lon      float64 12.75\n",
       "Attributes:\n",
       "    standard_name:       height_above_reference_ellipsoid\n",
       "    long_name:           Elevation relative to sea level\n",
       "    units:               m\n",
       "    sdn_parameter_urn:   SDN:P01::BATHHGHT\n",
       "    sdn_parameter_name:  Sea floor height (above mean sea level) {bathymetric...\n",
       "    sdn_uom_urn:         SDN:P06::ULAA\n",
       "    sdn_uom_name:        Metres
" ], "text/plain": [ "\n", "array(-43, dtype=int16)\n", "Coordinates:\n", " lat float64 55.86\n", " lon float64 12.75\n", "Attributes:\n", " standard_name: height_above_reference_ellipsoid\n", " long_name: Elevation relative to sea level\n", " units: m\n", " sdn_parameter_urn: SDN:P01::BATHHGHT\n", " sdn_parameter_name: Sea floor height (above mean sea level) {bathymetric...\n", " sdn_uom_urn: SDN:P06::ULAA\n", " sdn_uom_name: Metres" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.elevation.sel(lon=12.74792, lat=55.865, method=\"nearest\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check ordering of dimensions, should be (y,x)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('lat', 'lon')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.elevation.dims" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(264, 216)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "el = ds.elevation.values\n", "el.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check that axes are increasing, S->N W->E" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(55.20208333333332, 56.29791666666665)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.lat.values[0],ds.lat.values[-1] " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.lat.values[0] < ds.lat.values[-1] " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(12.20208333333332, 13.097916666666663)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.lon.values[0],ds.lon.values[-1] " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-8" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "el[0,0] # Bottom left" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "-31" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "el[-1,0] # Top Left" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "x: [12.2, 12.21, ..., 13.1] (nx=216, dx=0.004167)\n", "y: [55.2, 55.21, ..., 56.3] (ny=264, dy=0.004167)\n", "projection: LONG/LAT" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geometry = mikeio.Grid2D(x=ds.lon.values, y=ds.lat.values, projection=\"LONG/LAT\")\n", "geometry" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Elevation\n", "dims: (y:264, x:216)\n", "time: 2018-01-01 00:00:00 (time-invariant)\n", "geometry: Grid2D (ny=264, nx=216)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "da = mikeio.DataArray(data=el,\n", " item=mikeio.ItemInfo(\"Elevation\", mikeio.EUMType.Total_Water_Depth),\n", " geometry=geometry,\n", " dims=(\"y\",\"x\") # No time dimension\n", " )\n", "da" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da.plot();" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "da.plot(cmap='coolwarm', vmin=-100, vmax=100);" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "da.to_dfs(\"gebco.dfs2\")" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds = mikeio.read(\"gebco.dfs2\")\n", "ds.Elevation.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Clean up" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.remove(\"gebco.dfs2\")" ] } ], "metadata": { "interpreter": { "hash": "fa576ebcd40e010bdc0ae86b06ce09151f3424f9e9aed6893ff04f39a9299d89" }, "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": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 4 }