{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# 48 Georeferencing Rasters using Rasterio in GemGIS\n", "\n", "Rasters with no spatial reference can be georeferenced so that they are located properly in space. This can be done using rasterio.\n", "\n", "\n", "\n", "Source: Powell, D. (1995): Interpretation geologischer Strukturen durch Karten - Eine praktische Anleitung mit Aufgaben und Lösungen, page 15, figure 10 A, Springer Verlag Berlin, Heidelberg, New York, ISBN: 978-3-540-58607-4." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set File Paths and download Tutorial Data\n", "\n", "If you downloaded the latest `GemGIS` version from the Github repository, append the path so that the package can be imported successfully. Otherwise, it is recommended to install `GemGIS` via `pip install gemgis` and import `GemGIS` using `import gemgis as gg`. In addition, the file path to the folder where the data is being stored is set. The tutorial data is downloaded using Pooch (https://www.fatiando.org/pooch/latest/index.html) and stored in the specified folder. Use `pip install pooch` if Pooch is not installed on your system yet." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-03-17T12:14:42.124072Z", "start_time": "2021-03-17T12:14:39.991494Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n", "C:\\Users\\ale93371\\Anaconda3\\envs\\test_gempy\\lib\\site-packages\\theano\\configdefaults.py:560: UserWarning: DeprecationWarning: there is no c++ compiler.This is deprecated and with Theano 0.11 a c++ compiler will be mandatory\n", " warnings.warn(\"DeprecationWarning: there is no c++ compiler.\"\n", "WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n", "WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" ] } ], "source": [ "import gemgis as gg\n", "\n", "file_path ='data/48_georeferencing_rasters_using_rasterio/'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-03-17T12:14:42.531512Z", "start_time": "2021-03-17T12:14:42.156082Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Downloading file '48_georeferencing_rasters_using_rasterio.zip' from 'https://rwth-aachen.sciebo.de/s/AfXRsZywYDbUF34/download?path=%2F48_georeferencing_rasters_using_rasterio.zip' to 'C:\\Users\\ale93371\\Documents\\gemgis\\docs\\getting_started\\tutorial\\data\\48_georeferencing_rasters_using_rasterio'.\n" ] } ], "source": [ "gg.download_gemgis_data.download_tutorial_data(filename=\"48_georeferencing_rasters_using_rasterio.zip\", dirpath=file_path)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading Data\n", "\n", "In order to demonstrate the capabilities of rasterio in georeferencing rasters, we are using the the raster used in the first tutorials. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:35.725247Z", "start_time": "2021-01-16T12:42:32.750610Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING (theano.configdefaults): g++ not available, if using conda: `conda install m2w64-toolchain`\n", "C:\\Users\\ale93371\\Anaconda3\\envs\\test_gempy\\lib\\site-packages\\theano\\configdefaults.py:560: UserWarning: DeprecationWarning: there is no c++ compiler.This is deprecated and with Theano 0.11 a c++ compiler will be mandatory\n", " warnings.warn(\"DeprecationWarning: there is no c++ compiler.\"\n", "WARNING (theano.configdefaults): g++ not detected ! Theano will be unable to execute optimized C-implementations (for both CPU and GPU) and will default to Python implementations. Performance will be severely degraded. To remove this warning, set Theano flags cxx to an empty string.\n", "WARNING (theano.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import rasterio\n", "import matplotlib.pyplot as plt\n", "\n", "raster = rasterio.open(file_path + 'task1.tif')\n", "raster" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:35.740399Z", "start_time": "2021-01-16T12:42:35.727231Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[217, 229, 227, ..., 227, 233, 204],\n", " [245, 254, 254, ..., 254, 254, 246],\n", " [244, 254, 254, ..., 254, 254, 240],\n", " ...,\n", " [244, 254, 254, ..., 254, 254, 230],\n", " [245, 254, 254, ..., 254, 254, 246],\n", " [244, 254, 254, ..., 254, 254, 246]], dtype=uint8)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raster.read(1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The origin of the raster is located at 0,0. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:35.959621Z", "start_time": "2021-01-16T12:42:35.741401Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from rasterio.plot import show\n", "\n", "show(raster)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defining GroundControlPoints\n", "\n", "Ground control points are used by Rasterio to map a row and column of an image to an x and y (and z) value. We now set the origin to 100,100 and add additional 100 meters to the margins of the raster." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:35.975065Z", "start_time": "2021-01-16T12:42:35.960452Z" } }, "outputs": [ { "data": { "text/plain": [ "(1069, 972)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raster.read(1).shape" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:35.991082Z", "start_time": "2021-01-16T12:42:35.977066Z" } }, "outputs": [ { "data": { "text/plain": [ "GroundControlPoint(row=0, col=0, x=100, y=1169, id='8281849d-0eb4-464b-b99e-536d3d4edd56')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point1 = rasterio.control.GroundControlPoint(row=0, col=0, x=100, y=1169)\n", "point1" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.007071Z", "start_time": "2021-01-16T12:42:35.996072Z" } }, "outputs": [ { "data": { "text/plain": [ "GroundControlPoint(row=0, col=972, x=1072, y=1169, id='6ec1385c-2d33-4614-adc4-07f024878aff')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point2 = rasterio.control.GroundControlPoint(row=0, col=972, x=1072, y=1169)\n", "point2" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.022074Z", "start_time": "2021-01-16T12:42:36.009072Z" } }, "outputs": [ { "data": { "text/plain": [ "GroundControlPoint(row=1069, col=0, x=100, y=100, id='e3dba004-87c6-4f3b-b30e-4e953d49400c')" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point3 = rasterio.control.GroundControlPoint(row=1069, col=0, x=100, y=100)\n", "point3" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.037080Z", "start_time": "2021-01-16T12:42:36.023075Z" } }, "outputs": [ { "data": { "text/plain": [ "GroundControlPoint(row=1069, col=972, x=1072, y=100, id='abd9e2e4-782c-421e-b794-614ab58c74b0')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "point4 = rasterio.control.GroundControlPoint(row=1069, col=972, x=1072, y=100)\n", "point4" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A list of ground control points is created" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.052080Z", "start_time": "2021-01-16T12:42:36.039079Z" } }, "outputs": [ { "data": { "text/plain": [ "[GroundControlPoint(row=0, col=0, x=100, y=1169, id='8281849d-0eb4-464b-b99e-536d3d4edd56'),\n", " GroundControlPoint(row=0, col=972, x=1072, y=1169, id='6ec1385c-2d33-4614-adc4-07f024878aff'),\n", " GroundControlPoint(row=1069, col=0, x=100, y=100, id='e3dba004-87c6-4f3b-b30e-4e953d49400c'),\n", " GroundControlPoint(row=1069, col=972, x=1072, y=100, id='abd9e2e4-782c-421e-b794-614ab58c74b0')]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "points = [point1, point2, point3, point4]\n", "points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating Affine Transformation \n", "\n", "An affine transformation is created. The data array can then be saved in the next step." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.068085Z", "start_time": "2021-01-16T12:42:36.054083Z" } }, "outputs": [ { "data": { "text/plain": [ "Affine(1.0, 0.0, 100.0,\n", " 0.0, -1.0000000000000002, 1169.0000000000005)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "transformation = rasterio.transform.from_gcps(points)\n", "transformation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Saving the georeferenced raster\n", "\n", "The raster is now saved as new tif file with the dimensions of the data array, the projection, the transformation and the actual data. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.084088Z", "start_time": "2021-01-16T12:42:36.071086Z" } }, "outputs": [], "source": [ "with rasterio.open(\n", " file_path + 'task1_new.tif',\n", " 'w',\n", " driver='GTiff',\n", " height=raster.read(1).shape[0],\n", " width=raster.read(1).shape[1],\n", " count=1,\n", " dtype=raster.read(1).dtype,\n", " crs='+proj=latlong',\n", " transform=transformation,\n", ") as dst:\n", " dst.write(raster.read(1), 1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Opening new raster and plotting\n", "\n", "The new raster can now be opened as usual." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.100092Z", "start_time": "2021-01-16T12:42:36.085088Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raster_new = rasterio.open(file_path + 'task1_new.tif')\n", "raster_new" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When plotting the raster, it can be seen that the origin is now correctly placed at 100,100 instead of 0,0 as for the original raster. The georeferencing was successful." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2021-01-16T12:42:36.302170Z", "start_time": "2021-01-16T12:42:36.102094Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from rasterio.plot import show\n", "\n", "show(raster_new)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "hide_input": false, "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": "3.8.5" }, "varInspector": { "cols": { "lenName": 16, "lenType": 16, "lenVar": 40 }, "kernels_config": { "python": { "delete_cmd_postfix": "", "delete_cmd_prefix": "del ", "library": "var_list.py", "varRefreshCmd": "print(var_dic_list())" }, "r": { "delete_cmd_postfix": ") ", "delete_cmd_prefix": "rm(", "library": "var_list.r", "varRefreshCmd": "cat(var_dic_list()) " } }, "types_to_exclude": [ "module", "function", "builtin_function_or_method", "instance", "_Feature" ], "window_display": false } }, "nbformat": 4, "nbformat_minor": 4 }