Edit satellite data notebook

Author: nf679

python-data/exercises/ex09b_satellite_data.ipynb

@@ -46,6 +46,36 @@
     "The [STAC browser](https://radiantearth.github.io/stac-browser/#/) is a good starting point to discover available datasets, as it provides an up-to-date list of existing STAC catalogs. From the list, let's click on the \"Earth Search\" catalog, i.e. the access point to search the archive of Sentinel-2 images hosted on AWS.\n"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "bb95dfdf-8721-4d47-af20-211e2f7bd491",
+   "metadata": {},
+   "source": [
+    "## Install some packages we will need\n",
+    "\n",
+    "We need to install some additional python packages which unfortunately aren't (yet) on Jaspy. To do this, we run:\n",
+    "\n",
+    "`pip install --user pystac_client rioxarray shapely pyproj`\n",
+    "\n",
+    "Which will install these python packages into your local python path, so we can use them with your account alongside all the packages in Jaspy. __NOTE: this command may take some time__ "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "4ab589c7-f462-4c6d-aaa6-b1dc630e5cf6",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# Type the pip command here"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "517be10e-1c03-433c-b6b9-3722cc0d15b9",

python-data/solutions/ex09b_satellite_data.ipynb

@@ -48,8 +48,91 @@
   },
   {
    "cell_type": "markdown",
-   "id": "517be10e-1c03-433c-b6b9-3722cc0d15b9",
+   "id": "db452b95-5e0b-47f9-ac30-330b27956c51",
    "metadata": {},
+   "source": [
+    "## Install some packages we will need\n",
+    "\n",
+    "We need to install some additional python packages which unfortunately aren't (yet) on Jaspy. To do this, we run:\n",
+    "\n",
+    "`pip install --user pystac_client rioxarray shapely pyproj`\n",
+    "\n",
+    "Which will install these python packages into your local python path, so we can use them with your account alongside all the packages in Jaspy. __NOTE: this command may take some time__ "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ea2ff2df-b2e5-4804-8e2b-3c05f8d0b8ac",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting pystac_client\n",
+      "  Downloading pystac_client-0.8.5-py3-none-any.whl.metadata (5.1 kB)\n",
+      "Requirement already satisfied: rioxarray in /opt/jaspy/lib/python3.11/site-packages (0.17.0)\n",
+      "Requirement already satisfied: shapely in /opt/jaspy/lib/python3.11/site-packages (2.0.4)\n",
+      "Requirement already satisfied: pyproj in /opt/jaspy/lib/python3.11/site-packages (3.6.1)\n",
+      "Requirement already satisfied: requests>=2.28.2 in /opt/jaspy/lib/python3.11/site-packages (from pystac_client) (2.32.3)\n",
+      "Collecting pystac>=1.10.0 (from pystac[validation]>=1.10.0->pystac_client)\n",
+      "  Downloading pystac-1.11.0-py3-none-any.whl.metadata (4.5 kB)\n",
+      "Requirement already satisfied: python-dateutil>=2.8.2 in /opt/jaspy/lib/python3.11/site-packages (from pystac_client) (2.9.0)\n",
+      "Requirement already satisfied: packaging in /opt/jaspy/lib/python3.11/site-packages (from rioxarray) (24.1)\n",
+      "Requirement already satisfied: rasterio>=1.3 in /opt/jaspy/lib/python3.11/site-packages (from rioxarray) (1.3.9)\n",
+      "Requirement already satisfied: xarray>=2022.3.0 in /opt/jaspy/lib/python3.11/site-packages (from rioxarray) (2024.7.0)\n",
+      "Requirement already satisfied: numpy>=1.23 in /opt/jaspy/lib/python3.11/site-packages (from rioxarray) (1.26.4)\n",
+      "Requirement already satisfied: certifi in /opt/jaspy/lib/python3.11/site-packages (from pyproj) (2024.7.4)\n",
+      "Requirement already satisfied: jsonschema~=4.18 in /opt/jaspy/lib/python3.11/site-packages (from pystac[validation]>=1.10.0->pystac_client) (4.23.0)\n",
+      "Requirement already satisfied: six>=1.5 in /opt/jaspy/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pystac_client) (1.16.0)\n",
+      "Requirement already satisfied: affine in /opt/jaspy/lib/python3.11/site-packages (from rasterio>=1.3->rioxarray) (2.4.0)\n",
+      "Requirement already satisfied: attrs in /opt/jaspy/lib/python3.11/site-packages (from rasterio>=1.3->rioxarray) (24.2.0)\n",
+      "Requirement already satisfied: click>=4.0 in /opt/jaspy/lib/python3.11/site-packages (from rasterio>=1.3->rioxarray) (8.1.7)\n",
+      "Requirement already satisfied: cligj>=0.5 in /opt/jaspy/lib/python3.11/site-packages (from rasterio>=1.3->rioxarray) (0.7.2)\n",
+      "Requirement already satisfied: snuggs>=1.4.1 in /opt/jaspy/lib/python3.11/site-packages (from rasterio>=1.3->rioxarray) (1.4.7)\n",
+      "Requirement already satisfied: click-plugins in /opt/jaspy/lib/python3.11/site-packages (from rasterio>=1.3->rioxarray) (1.1.1)\n",
+      "Requirement already satisfied: setuptools in /opt/jaspy/lib/python3.11/site-packages (from rasterio>=1.3->rioxarray) (72.1.0)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in /opt/jaspy/lib/python3.11/site-packages (from requests>=2.28.2->pystac_client) (3.3.2)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in /opt/jaspy/lib/python3.11/site-packages (from requests>=2.28.2->pystac_client) (3.7)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/jaspy/lib/python3.11/site-packages (from requests>=2.28.2->pystac_client) (2.2.2)\n",
+      "Requirement already satisfied: pandas>=2.0 in /opt/jaspy/lib/python3.11/site-packages (from xarray>=2022.3.0->rioxarray) (2.2.2)\n",
+      "Requirement already satisfied: jsonschema-specifications>=2023.03.6 in /opt/jaspy/lib/python3.11/site-packages (from jsonschema~=4.18->pystac[validation]>=1.10.0->pystac_client) (2023.12.1)\n",
+      "Requirement already satisfied: referencing>=0.28.4 in /opt/jaspy/lib/python3.11/site-packages (from jsonschema~=4.18->pystac[validation]>=1.10.0->pystac_client) (0.35.1)\n",
+      "Requirement already satisfied: rpds-py>=0.7.1 in /opt/jaspy/lib/python3.11/site-packages (from jsonschema~=4.18->pystac[validation]>=1.10.0->pystac_client) (0.20.0)\n",
+      "Requirement already satisfied: pytz>=2020.1 in /opt/jaspy/lib/python3.11/site-packages (from pandas>=2.0->xarray>=2022.3.0->rioxarray) (2024.1)\n",
+      "Requirement already satisfied: tzdata>=2022.7 in /opt/jaspy/lib/python3.11/site-packages (from pandas>=2.0->xarray>=2022.3.0->rioxarray) (2024.1)\n",
+      "Requirement already satisfied: pyparsing>=2.1.6 in /opt/jaspy/lib/python3.11/site-packages (from snuggs>=1.4.1->rasterio>=1.3->rioxarray) (3.1.2)\n",
+      "Downloading pystac_client-0.8.5-py3-none-any.whl (41 kB)\n",
+      "Downloading pystac-1.11.0-py3-none-any.whl (183 kB)\n",
+      "Installing collected packages: pystac, pystac_client\n",
+      "\u001b[33m  WARNING: The script stac-client is installed in '/home/users/nfarmer/.local/bin' which is not on PATH.\n",
+      "  Consider adding this directory to PATH or, if you prefer to suppress this warning, use --no-warn-script-location.\u001b[0m\u001b[33m\n",
+      "\u001b[0mSuccessfully installed pystac-1.11.0 pystac_client-0.8.5\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install --user pystac_client rioxarray shapely pyproj"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "517be10e-1c03-433c-b6b9-3722cc0d15b9",
+   "metadata": {
+    "editable": true,
+    "slideshow": {
+     "slide_type": ""
+    },
+    "tags": []
+   },
    "source": [
     "## **Exercise:** Discover a STAC catalog\n",
     "Let's take a moment to explore the Earth Search STAC catalog, which is the catalog indexing the Sentinel-2 collection\n",