{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Get Copernicus DEM using EODAG\n", "\n", "This tutorial will help you to search and download Copernicus DEM using EODAG" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "from eodag import EODataAccessGateway" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Create a workspace directory `eodag_workspace_copdem` where all our files will live:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "workspace = 'eodag_workspace_copdem'\n", "if not os.path.isdir(workspace):\n", " os.mkdir(workspace)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Search products" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Init EODAG and get available product types from Copernicus DEM" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['COP_DEM_GLO30_DGED',\n", " 'COP_DEM_GLO30_DTED',\n", " 'COP_DEM_GLO90_DGED',\n", " 'COP_DEM_GLO90_DTED']" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dag = EODataAccessGateway()\n", "\n", "dag.guess_product_type(keywords=\"DEM\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Check which providers support `COP_DEM_GLO30_DGED`" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['creodias', 'wekeo']" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "product_type = \"COP_DEM_GLO30_DGED\"\n", "dag.available_providers(product_type)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Product type 'COP_DEM_GLO30_DGED' is not available with provider 'peps'. Searching it on provider 'creodias' instead.\n" ] }, { "data": { "text/plain": [ "SearchResult([EOProduct(id=DEM1_SAR_DGE_30_20110216T174143_20140906T174215_ADS_000000_jSLP, provider=creodias),\n", " EOProduct(id=DEM1_SAR_DGE_30_20110417T175032_20140906T174215_ADS_000000_PIJx, provider=creodias),\n", " EOProduct(id=DEM1_SAR_DGE_30_20110428T174952_20140831T175054_ADS_000000_Q3FX, provider=creodias)])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "search_geom = [0.25, 43.2, 2.8, 43.9]\n", "search_result, count = dag.search(productType=product_type, geom=search_geom)\n", "search_result" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Draw results geometries on a map:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import folium\n", "\n", "# Create a map zoomed over the search area\n", "fmap = folium.Map([43.5, 1.5], zoom_start=8)\n", "# Create a layer that represents the search area in red\n", "folium.Rectangle(\n", " bounds=[search_geom[0:2][::-1], search_geom[2:4][::-1]],\n", " color=\"red\",\n", " tooltip=\"Search extent\"\n", ").add_to(fmap)\n", "# Create a layer that maps the products found\n", "folium.GeoJson(\n", " data=search_result, # SearchResult has a __geo_interface__ interface used by folium to get its GeoJSON representation\n", " tooltip=folium.GeoJsonTooltip(fields=[\"title\"])\n", ").add_to(fmap)\n", "fmap\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Download the DEM files to workspace" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make sure credentials were set for the provider. Here we will download on `creodias` that needs an additionnal [TOTP](https://eodag.readthedocs.io/en/latest/getting_started_guide/configure.html?#use-otp-through-python-code) key:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "dag.update_providers_config(\n", " \"\"\"\n", " creodias:\n", " auth:\n", " credentials:\n", " totp: PLEASE_CHANGE_ME\n", " \"\"\"\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fd6a84d656e0487a8486add5d0649b64", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Downloaded products: 0%| …" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2fb43b78b98d47d6aa87b6fe3cdfb7eb", "version_major": 2, "version_minor": 0 }, "text/plain": [ "0.00B [00:00, ?B/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "db221a0eb62e4a97b948582baf6c928b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "0.00B [00:00, ?B/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "fddf46d0e3214180bc84a735a3b42920", "version_major": 2, "version_minor": 0 }, "text/plain": [ "0.00B [00:00, ?B/s]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "['/home/sylvain/workspace/eodag/docs/notebooks/tutos/eodag_workspace_copdem/DEM1_SAR_DGE_30_20110216T174143_20140906T174215_ADS_000000_jSLP/DEM1_SAR_DGE_30_20110216T174143_20140906T174215_ADS_000000_jSLP.DEM',\n", " '/home/sylvain/workspace/eodag/docs/notebooks/tutos/eodag_workspace_copdem/DEM1_SAR_DGE_30_20110428T174952_20140831T175054_ADS_000000_Q3FX/DEM1_SAR_DGE_30_20110428T174952_20140831T175054_ADS_000000_Q3FX.DEM',\n", " 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