{ "cells": [ { "cell_type": "markdown", "id": "ac9be2ab-daf1-49c5-aa28-d2046bff5df3", "metadata": {}, "source": [ "# NISAR DEM (v1.2): Access and Visualize\n", "\n", "**Date:** March 4, 2026\n", "\n", "**Author:** Harshini Girish (UAH), Rajat Shinde (UAH), Alex Mandel (Development Seed), Jamison French (Development Seed), Brian Freitag (NASA MSFC), Sheyenne Kirkland (UAH), Henry Rodman (Development Seed), Zac Deziel (Development Seed), Chuck Daniels (Development Seed)\n", "\n", "**Description:** This notebook subsets a small Area of Interest (AOI) from the NISAR DEM VRT stored in ASF’s S3 bucket using rasterio’s `AWSSession` together with `rasterio.Env` for authenticated requester-pays S3 access. It logs in via Earthdata, requests temporary S3 credentials, opens the DEM directly from S3, clips the AOI in memory with `rioxarray`, and plots the result for quick inspection. This example intentionally focuses on access and in-memory subsetting; for a related MAAP example that writes an Xarray object to a cloud-optimized GeoTIFF (COG), see the Additional Resources section below.\n" ] }, { "cell_type": "markdown", "id": "757abdac-8867-4eab-afb3-b47807f8142c", "metadata": {}, "source": [ "## Run This Notebook\n", "\n", "To access and run this tutorial within MAAP's Algorithm Development Environment (ADE), please refer to the [\"Getting started with the MAAP\"](https://docs.maap-project.org/en/latest/getting_started/getting_started.html) section of our documentation.\n", "\n", "Disclaimer: it is highly recommended to run a tutorial within MAAP's ADE, which already includes packages specific to MAAP, such as maap-py. Running the tutorial outside of the MAAP ADE may lead to errors. Additionally, it is recommended to use the `Pangeo` workspace within the ADE, since certain packages relevant to this tutorial are already installed." ] }, { "cell_type": "markdown", "id": "a9dc7b25-2697-4659-9692-86abd247a0e6", "metadata": {}, "source": [ "## About the Data\n", "\n", "This notebook uses the **NISAR DEM v1.2** collection hosted by the **NASA Alaska Satellite Facility (ASF) DAAC**. It is a **global digital elevation model (DEM)** prepared for NISAR processing workflows and is **not derived from NISAR measurements**; instead, it is **modified from the Copernicus DEM 30 m** source product. Key modifications include converting the vertical reference from the **EGM2008 geoid to the WGS84 ellipsoid**, filling gaps (e.g., over ocean / missing tiles) to provide **complete global coverage**, and publishing the data through a **hierarchical VRT (Virtual Raster) structure** for fast, unified access. The top-level VRT file (**`EPSG4326.vrt`**) points to a second tier of VRTs organized by latitude bands, which in turn reference the underlying tiles; this makes it easy to access the DEM as one “virtual mosaic” without manually managing tile lists. Note: because elevations are ellipsoid-referenced, this dataset should **not** be used for applications that specifically require **geoid-based elevations**." ] }, { "cell_type": "markdown", "id": "35f23e5c-eba0-4d01-a7c7-e36e22751dcb", "metadata": {}, "source": [ "## Additional Resources\n", "\n", "- [NISAR Access](https://docs.maap-project.org/en/latest/science/NISAR/NISAR_access.html)\n", "- [Searching NISAR + BIOMASS Overlapping Data](https://docs.maap-project.org/en/develop/technical_tutorials/search/searching_NISAR_BIOMASS_overlapping_data.html)\n", "- [ESA CCI Biomass V5.01 — Saving Tile as COG](https://docs.maap-project.org/en/latest/science/ESA_CCI/ESA_CCI_V5_Token_Access.html#saving-tile-as-cog)\n", "\n", "For a related MAAP science example that shows writing a cloud-optimized GeoTIFF (COG) from an Xarray-backed workflow, see **ESA CCI Biomass V5.01 — Saving Tile as COG** above.\n" ] }, { "cell_type": "markdown", "id": "bb897755-a5a0-4c2c-8d6e-f3eb575f5b40", "metadata": {}, "source": [ "## Imports\n", "\n", "Load all required libraries (`earthaccess` for authentication, `rasterio` for S3 access/session handling, `rioxarray` for in-memory clipping, and `matplotlib` for previewing the subset).\n" ] }, { "cell_type": "code", "execution_count": null, "id": "472615ab-c13b-4e2c-9aca-b8c07a76e3f8", "metadata": {}, "outputs": [], "source": [ "import time\n", "\n", "import matplotlib.pyplot as plt\n", "import rasterio\n", "import rioxarray\n", "from rasterio.session import AWSSession\n", "\n", "import earthaccess\n" ] }, { "cell_type": "markdown", "id": "8d075755-fc24-40c7-8bd6-a01ccce5c55f", "metadata": {}, "source": [ "## Parameters\n", "\n", "Define the DEM version/projection directory and the AOI bounding box to subset." ] }, { "cell_type": "code", "execution_count": 2, "id": "c213a859-8f41-4ea2-8f14-e4b793f4ed4c", "metadata": {}, "outputs": [], "source": [ "# --- DEM version + projection directory ---\n", "DEM_VERSION = \"v1.2\"\n", "EPSG_DIR = \"EPSG4326\" # also available: \"EPSG3413\" (Arctic), \"EPSG3031\" (Antarctic)\n", "\n", "# --- AOI bbox ---\n", "# For EPSG4326: lon/lat bbox (min_lon, min_lat, max_lon, max_lat)\n", "BBOX = (-116.7, 35.9, -116.6, 36.0)" ] }, { "cell_type": "markdown", "id": "792069c9-4a9f-4a04-9134-98e77aac222e", "metadata": {}, "source": [ "## VRT paths\n", "\n", "Construct the VRT path in ASF’s S3 bucket. The /vsis3/ path is what rasterio/GDAL will read directly from S3." ] }, { "cell_type": "code", "execution_count": 3, "id": "49f15728-580b-4f68-b7f1-cb06c19c6b9d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'s3://sds-n-cumulus-prod-nisar-products/DEM/v1.2/EPSG4326/EPSG4326.vrt'" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# --- ASF S3 VRT (DEM mosaic as a VRT) ---\n", "ASF_S3_BUCKET = \"sds-n-cumulus-prod-nisar-products\"\n", "S3_KEY = f\"DEM/{DEM_VERSION}/{EPSG_DIR}/{EPSG_DIR}.vrt\"\n", "\n", "S3_VRT_S3URI = f\"s3://{ASF_S3_BUCKET}/{S3_KEY}\"\n", "S3_VRT_VSI = f\"/vsis3/{ASF_S3_BUCKET}/{S3_KEY}\"\n", "\n", "S3_VRT_S3URI" ] }, { "cell_type": "markdown", "id": "daa0c5db-badc-4fee-a3d8-b87729a14501", "metadata": {}, "source": [ "## Set up Access\n", "\n", "Log in via Earthdata and request short-lived S3 credentials from ASF so the S3 VRT can be accessed." ] }, { "cell_type": "code", "execution_count": 4, "id": "37af6d63-d0f8-47cb-bb34-bf7e8ae0b6d4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Got S3 creds on attempt 1\n" ] } ], "source": [ "#Fetch temporary S3 credentials via Earthdata login\n", "ASF_S3CREDS_ENDPOINT = \"https://nisar.asf.earthdatacloud.nasa.gov/s3credentials\"\n", "\n", "auth = earthaccess.login()\n", "\n", "creds = None\n", "for attempt in range(1, 6):\n", " try:\n", " creds = auth.get_s3_credentials(endpoint=ASF_S3CREDS_ENDPOINT)\n", " print(f\"Got S3 creds on attempt {attempt}\")\n", " break\n", " except Exception as e:\n", " print(f\"Attempt {attempt} failed:\", type(e).__name__, e)\n", " time.sleep(5)\n", "\n", "if creds is None:\n", " raise RuntimeError(\"Could not obtain ASF S3 credentials after retries.\")" ] }, { "cell_type": "markdown", "id": "71c86564-be34-4fa4-aa00-de2791b66bac", "metadata": {}, "source": [ "## AWS session setup\n", "\n", "Create a rasterio `AWSSession` from the temporary ASF S3 credentials and use it with `rasterio.Env` for requester-pays S3 access.\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "1885603a-25d3-4344-b6fb-b729bc92d87b", "metadata": {}, "outputs": [], "source": [ "session = AWSSession(\n", " aws_access_key_id=creds[\"accessKeyId\"],\n", " aws_secret_access_key=creds[\"secretAccessKey\"],\n", " aws_session_token=creds[\"sessionToken\"],\n", " region_name=\"us-west-2\",\n", " requester_pays=True,\n", ")\n" ] }, { "cell_type": "markdown", "id": "8244e351-4a26-4051-9d22-bd9620e32e37", "metadata": {}, "source": [ "## Subsetting helper\n", "\n", "Define a helper function that opens the DEM from S3 inside a rasterio environment and clips the AOI in memory with `rioxarray`.\n" ] }, { "cell_type": "code", "execution_count": 16, "id": "083755e3-b40a-4d7d-a7c5-c25972974755", "metadata": {}, "outputs": [], "source": [ "def open_dem_subset(dataset_path: str, bbox, session: AWSSession):\n", " \"\"\"Open a DEM from S3 and clip the requested bounding box in memory.\"\"\"\n", " minx, miny, maxx, maxy = bbox\n", "\n", " with rasterio.Env(session=session):\n", " rds = rioxarray.open_rasterio(dataset_path, mask_and_scale=True)\n", " clipped = rds.rio.clip_box(minx=minx, miny=miny, maxx=maxx, maxy=maxy).load()\n", "\n", " return clipped\n" ] }, { "cell_type": "markdown", "id": "d863d84b-1e4d-4d0a-acd8-b5434982386f", "metadata": {}, "source": [ "## Run subset in memory\n", "\n", "Open the S3 VRT with the AWS session and clip the AOI in memory.\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "e29ec67d-b7a6-4a49-842d-f41bc1718fe5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Subset loaded in memory\n", "CRS: EPSG:4326\n", "Bounds: (-116.70013888888889, 35.89986111111111, -116.59986111111111, 36.00013888888889)\n" ] } ], "source": [ "try:\n", " clipped = open_dem_subset(S3_VRT_S3URI, BBOX, session)\n", " print(\"Subset loaded in memory\")\n", " print(\"CRS:\", clipped.rio.crs)\n", " print(\"Bounds:\", clipped.rio.bounds())\n", "except Exception as e:\n", " print(\"S3 subset failed:\", type(e).__name__, e)\n", " raise\n", "\n" ] }, { "cell_type": "markdown", "id": "962ac384-c493-4f80-96bd-b2886d481039", "metadata": {}, "source": [ "## Preview\n", "\n", "Plot the clipped DEM directly from the in-memory Xarray object.\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "cd271fe6-d58b-4000-8b2e-aed14f61693a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(7, 5))\n", "clipped.squeeze().plot.imshow()\n", "plt.title(\"DEM Elevation (m)\")\n", "plt.xlabel(f\"{clipped.squeeze().dims[-1]} (longitude, degrees)\")\n", "plt.ylabel(f\"{clipped.squeeze().dims[-2]} (latitude, degrees)\")\n", "plt.tight_layout()\n", "plt.show()" ] } ], "metadata": { "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": "3.12.7" } }, "nbformat": 4, "nbformat_minor": 5 }