{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Convert Ascii raster into Dfs2\n", "\n", "1. Unzip the zippped file Ascii file (Slottskogen.asc.zip)\n", "2. Read the Ascii file into a numpy array\n", "3. Create a grid with the specs from the Ascii file\n", "4. Create a DataArray with the data from the Ascii file\n", "5. Create a Dfs2 file" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mikeio\n", "import numpy as np" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Unzip the zippped file Ascii file (Slottskogen.asc.zip)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# unzip the file\n", "import zipfile\n", "with zipfile.ZipFile('../tests/testdata/Slottskogen.asc.zip', 'r') as f:\n", " f.extractall('.')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Read the Ascii file into a numpy array" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ncols 400\n", "nrows 200\n", "xllcorner 146200.000000000000\n", "yllcorner 6396500.000000000000\n", "cellsize 0.500000000000\n", "NODATA_value -9999\n", " 36.43000030517578125 35.95999908447265625 35.770000457763671875 35.659999847412109375 35.5800018310546875 35.529998779296875 35.470001220703125 35.459\n" ] } ], "source": [ "# look at the content of the ascii file\n", "\n", "filename = 'Slottskogen.asc'\n", "\n", "f = open(filename, 'r')\n", "file_contents = f.read()\n", "print(file_contents[:300]) # print the first 300 caracters of the Ascii file\n", "f.close()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# We observe that the fist 6 lines are the raster attributes and that fom line 6 starts the array\n", "\n", "# Import the array with numpy\n", "data = np.loadtxt(filename, skiprows=6)\n", "\n", "# Import the attributes\n", "with open(filename, 'r') as file:\n", " ncols = int(file.readline().split()[1])\n", " nrows = int(file.readline().split()[1])\n", " xllcorner = float(file.readline().split()[1])\n", " yllcorner = float(file.readline().split()[1])\n", " cellsize = float(file.readline().split()[1])\n", " NODATA_value = float(file.readline().split()[1])" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Reshape the data into a 2D array\n", "array = np.reshape(data, (nrows, -ncols))\n", "\n", "# Inverse the y axis\n", "array = array[::-1, :]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Create a grid with the specs from the Ascii file" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "x: [1.462e+05, 1.462e+05, ..., 1.464e+05] (nx=400, dx=0.5)\n", "y: [6.397e+06, 6.397e+06, ..., 6.397e+06] (ny=200, dy=0.5)\n", "projection: PROJCS[\"SWEREF99_12_00\",GEOGCS[\"GCS_SWEREF99\",DATUM[\"D_SWEREF99\",SPHEROID[\"GRS_1980\",6378137.0,298.257222101]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]],PROJECTION[\"Transverse_Mercator\"],PARAMETER[\"False_Easting\",150000.0],PARAMETER[\"False_Northing\",0.0],PARAMETER[\"Central_Meridian\",12.0],PARAMETER[\"Scale_Factor\",1.0],PARAMETER[\"Latitude_Of_Origin\",0.0],UNIT[\"Meter\",1.0]]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Define the geometry. As dfs2 uses the center of the fist cell for its origin wile the ascii file uses the lower left corner, add a shift equal to half the cellsize.\n", "geometry = mikeio.Grid2D(nx = ncols, ny= nrows, dx=cellsize, dy= cellsize, origin = (xllcorner+(cellsize/2), yllcorner+(cellsize/2)) ,\n", " projection='PROJCS[\"SWEREF99_12_00\",GEOGCS[\"GCS_SWEREF99\",DATUM[\"D_SWEREF99\",SPHEROID[\"GRS_1980\",6378137.0,298.257222101]],PRIMEM[\"Greenwich\",0.0],UNIT[\"Degree\",0.0174532925199433]],PROJECTION[\"Transverse_Mercator\"],PARAMETER[\"False_Easting\",150000.0],PARAMETER[\"False_Northing\",0.0],PARAMETER[\"Central_Meridian\",12.0],PARAMETER[\"Scale_Factor\",1.0],PARAMETER[\"Latitude_Of_Origin\",0.0],UNIT[\"Meter\",1.0]]')\n", "geometry" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Create a DataArray with the data from the Ascii file" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "name: Elevation\n", "dims: (y:200, x:400)\n", "time: 2018-01-01 00:00:00 (time-invariant)\n", "geometry: Grid2D (ny=200, nx=400)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Now the geometry is set and we can define the whole array\n", "da = mikeio.DataArray(data=array,\n", " item=mikeio.ItemInfo(\"Elevation\", mikeio.EUMType.Elevation),\n", " geometry=geometry,\n", " dims=(\"y\",\"x\") # No time dimension\n", " )\n", "da" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# plot the data array\n", "da.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Create a Dfs2 file" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# the Mikeio array can be saved as a dfs2\n", "da.to_dfs(\"Slottskogen.dfs2\")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Clean up" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.remove(\"Slottskogen.asc\")\n", "os.remove(\"Slottskogen.dfs2\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.11.1" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }