{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Dfs2 - Bathymetric data\n", "\n", "[*GEBCO Compilation Group (2020) GEBCO 2020 Grid\n", "(doi:10.5285/a29c5465-b138-234d-e053-6c86abc040b9*)](https://www.gebco.net/data_and_products/gridded_bathymetry_data/)" ], "id": "8f03d79c-979a-4220-8697-720d28fe9a5b" }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import xarray\n", "import mikeio" ], "id": "e3385c8b" }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "
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<xarray.Dataset> Size: 118kB\n",
              "Dimensions:    (lat: 264, lon: 216)\n",
              "Coordinates: (2)\n",
              "Data variables:\n",
              "    elevation  (lat, lon) int16 114kB ...\n",
              "Attributes: (8)
" ] } } ], "source": [ "ds = xarray.open_dataset(\"../../data/gebco_2020_n56.3_s55.2_w12.2_e13.1.nc\")\n", "ds" ], "id": "2739d808" }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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1ANIbd9A/H4erjM81GyR9/uYTi8E5my3mgrNGypHmpsVJ+tdLsuoE1n7mT7aL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T95LYdNLLMV2c/MtHHntXuJ7NMyjbNihC4Xxe+h+vRC7k/zzCRh5pUSLqSSdHGyONmWR9rHI+WB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xfNJdOLL9e1QTcE1fQdq49klSWtBUF7axZWZJUqrJNz8czUfnVpGAlt0S5ks6Nmzz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\nlDiFMTFGwD7pjU7FsVm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} } ], "source": [ "ds.elevation.plot();" ], "id": "6a297067" }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/html": [ "
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<xarray.DataArray 'elevation' ()> Size: 2B\n",
              "[1 values with dtype=int16]\n",
              "Coordinates: (2)\n",
              "Attributes: (7)
" ] } } ], "source": [ "ds.elevation.sel(lon=12.74792, lat=55.865, method=\"nearest\")" ], "id": "3554df94" }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check ordering of dimensions, should be (y,x)" ], "id": "4be21cd6-4fcf-42ba-bb94-225dd30be8af" }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "('lat', 'lon')" ] } } ], "source": [ "ds.elevation.dims" ], "id": "7b7b553c" }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "(264, 216)" ] } } ], "source": [ "el = ds.elevation.values\n", "el.shape" ], "id": "6a74dcce" }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check that axes are increasing, S-\\>N W-\\>E" ], "id": "7b597e1d-80b4-4b1a-b131-489fbb2a0f6d" }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "(np.float64(55.20208333333332), np.float64(56.29791666666665))" ] } } ], "source": [ "ds.lat.values[0],ds.lat.values[-1] " ], "id": "1f53817e" }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "np.True_" ] } } ], "source": [ "ds.lat.values[0] < ds.lat.values[-1] " ], "id": "b63705b3" }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "(np.float64(12.20208333333332), np.float64(13.097916666666663))" ] } } ], "source": [ "ds.lon.values[0],ds.lon.values[-1] " ], "id": "34aa39c8" }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "np.int16(-8)" ] } } ], "source": [ "el[0,0] # Bottom left" ], "id": "273a3d5d" }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "text/plain": [ "np.int16(-31)" ] } } ], "source": [ "el[-1,0] # Top Left" ], "id": "81750269" }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "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" ] } } ], "source": [ "geometry = mikeio.Grid2D(x=ds.lon.values, y=ds.lat.values, projection=\"LONG/LAT\")\n", "geometry" ], "id": "50c17c1b" }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "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)" ] } } ], "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" ], "id": "7fc292d8" }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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893r0cvTSK8NeerkDSUR2Lna6/YkqvTLcTI6FBbht1hXemXU4bxwoYULlU7OhTacauy5r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kV1MCY6L6sOQXRA7dJ9EWoHrjM7uptGgcPYS7E8Rt+9B6jhrFjtMGO+/qzd9zYTKrbdidweIoaf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\nvvsuHXbYYTR69GgaNmwYfehDH6Kzzz6b3nzzzYbnXm/+t99+O02aNImGD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} } ], "source": [ "da.plot();" ], "id": "63e3ba0b" }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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juHT9lq9B/3i/bW8Al7uYFjJx+TyyMYdV2lP/mPU11jfSURQ7dNegu0ZC8dCh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ghUx0BnzQEEh9iwHqJatd1G6OnV/eXC0oZsORiADOtJRXtwJujgTFXBRqiJ9VAkeM9X61CWzjmZ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erFy5Ep7npb5Q6vU6DjvsMGy33Xb485//jGeeeQae5+Hkk0+2x5x88sngnGPFihX47W9/i1tu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\n40BhPAsUKFBgHCiMZ4ECBQqMA/8fjv0mktf2hDoAAAAASUVORK5CYII=\n" } } ], "source": [ "da.plot(cmap='coolwarm', vmin=-100, vmax=100);" ], "id": "3d162629" }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "da.to_dfs(\"gebco.dfs2\")" ], "id": "8fdbc4ce" }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "output_type": "display_data", "metadata": {}, "data": { "image/png": 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893r0cvTSK8NeerkDSUR2Lna6/YkqvTLcTI6FBbht1hXemXU4bxwoYULlU7OhTacauy5r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kV1MCY6L6sOQXRA7dJ9EWoHrjM7uptGgcPYS7E8Rt+9B6jhrFjtMGO+/qzd9zYTKrbdidweIoaf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\nrkJggg==\n" } } ], "source": [ "ds = mikeio.read(\"gebco.dfs2\")\n", "ds.Elevation.plot()" ], "id": "4cc64276" }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Clean up" ], "id": "e87dc8f3-7cef-48fb-8745-4c0676c9c347" }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "os.remove(\"gebco.dfs2\")" ], "id": "2ef287ca" } ], "nbformat": 4, "nbformat_minor": 5, "metadata": { "kernelspec": { "name": "python3", "display_name": "Python 3 (ipykernel)", "language": "python", "path": "/opt/hostedtoolcache/Python/3.12.7/x64/share/jupyter/kernels/python3" }, "language_info": { "name": "python", "codemirror_mode": { "name": "ipython", "version": "3" }, "file_extension": ".py", "mimetype": "text/x-python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.7" } } }