FACT Elevation Computer
A REST API to compute land elevation statistics from satellite observations at a 30 meters scale. The data is from the Terra Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Global Digital Elevation Model (GDEM) Version 3 (ASTGTM - https://lpdaac.usgs.gov/products/astgtmv003/), that provides a global digital elevation model (DEM) of land areas on Earth at a spatial resolution of 1 arc second (approximately 30 meter horizontal posting at the equator).
Use
Pull the most up to date image:
docker pull registry.git.nilu.no/fact/data/fact_elevation:latest
The docker container can be started with the following code:
podman run -t -i --name fact_elevation -p 5003:5000 -d registry.git.nilu.no/fact/data/fact_elevation:latest
The service could be queried passing the JSON polygon object as in:
curl -X POST http://localhost:5003/band_statistics \
-H "Content-Type: application/json" \
-d '{
"polygon_wkt": "POLYGON (())"
}'The polygon definition is made of several points coordinates, as in the case of polygon objects from shapefiles stored in databases. Polygon and COG rasters must share the same coordinate system.
Specifications
The API is based on the Flask based web service model DOI 10.17605/OSF.IO/475BM provided by the FACT Utils polygonqueryonraster package from the the FACT Polygon Query on Raster project.
The data is from DOI 10.5067/ASTER/ASTGTM.003 the Terra Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Global Digital Elevation Model (GDEM) Version 3 (ASTGTM - https://lpdaac.usgs.gov/products/astgtmv003/), that provides a global digital elevation model (DEM) of land areas on Earth at a spatial resolution of 1 arc second (approximately 30 meter horizontal posting at the equator). Coverage is provided from from -83 to 83 degrees latitude.
Notes
Since this service is based on a continuous raster, results for polygon elevation will include:
- 'count' of pixels in the polygon,
- 'min' elevation,
- 'max' elevation,
- 'mean' elevation,
- 'std' standard deviation of elevation,
- 'median' elevation,
- 'entropy', which is the Shannon entropy measure of elevation data.
An example on Santa Fe county (NM)
curl -X POST http://192.168.6.36:5003/band_statistics/ \
-H "Content-Type: application/json" \
-d '{
"polygon_wkt": "POLYGON ((-106.171852 35.82776, -106.172682 35.827795, -106.175549 35.827917, -106.17583 35.827181, -106.176538 35.827107, -106.17912 35.826839, -106.182765 35.826462, -106.183811 35.827778, -106.183656 35.828851, -106.188331 35.828984, -106.191209 35.829066, -106.192983 35.83004, -106.193595 35.830376, -106.193825 35.830373, -106.199092 35.830318, -106.199971 35.830308, -106.200086 35.830306, -106.20015 35.830306, -106.200832 35.830297, -106.200912 35.830297, -106.201811 35.830103, -106.202226 35.830021, -106.202862 35.829895, -106.2034 35.829788, -106.20567 35.829341, -106.207755 35.828929, -106.207785 35.829011, -106.20836 35.829354, -106.208637 35.82952, -106.208977 35.829411, -106.212269 35.828369, -106.212731 35.828222, -106.212762 35.828224, -106.212952 35.828232, -106.213306 35.828246, -106.215892 35.828356, -106.219021 35.828486, -106.220716 35.828558, -106.22172 35.828602, -106.225391 35.828754, -106.227976 35.832219, -106.228261 35.832274, -106.233589 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}'And the result is like:
{"band_0":{"count":3297286,"entropy":10.005491533146504,"max":3846.0,"mean":2242.839093424107,"median":2105.0,"min":1790.0,"std":376.4367288946923}}Author
Riccardo Boero - ribo@nilu.no
Licenses
All the code and the resulting docker images in this project are subject to:
The input data contains no redistribution requirements, but it is important to properly cite the source: DOI 10.5067/ASTER/ASTGTM.003.
Citation
- Boero, Riccardo. 2024. “FACT Data: Elevation Computer.” OSF. doi:10.17605/OSF.IO/RDVB7.
Part of the Fine scAle eConomic daTa - FACT project:
- Boero, Riccardo. 2024. “Fine scAle eConomic daTa - FACT.” OSF. doi:10.17605/OSF.IO/PV4ZW.