aerial imagery agriculture biodiversity coastal cog conservation coral reef dem dsm dtm earth observation ecosystems elevation environmental geospatial global land cover land use mapping marine stac sustainability wildlife
GeoNadir FAIR Data is an open collection of uncrewed aerial vehicle (UAV or drone) mapping datasets
contributed through the GeoNadir platform and published as cloud-native
geospatial files on Amazon S3.
Each dataset represents one drone survey. Every dataset provides a normalized
metadata file and a ZIP package of the original raw images. Where available,
a dataset may also include an RGB orthomosaic, a multispectral orthomosaic,
a Digital Surface Model (DSM), and a Digital Terrain Model (DTM), each stored
as a Cloud Optimized GeoTIFF (COG) that can be read directly by GDAL,
Rasterio, QGIS, and other cloud-native geospatial tools without downloading
the full file.
The files are addressable directly on Amazon S3 by a stable key convention, so
the collection is fully usable today with standard tools such as boto3,
Rasterio, GDAL, and QGIS: list the datasets prefix, read each survey's
metadata file, and open its COGs by their known keys.
A static STAC 1.1 catalog describes every dataset as a STAC Item and can be
browsed with STAC Browser or read with pystac and other STAC clients. A STAC
API for server-side search (by capture date, area of interest, and metadata
fields such as IUCN habitat classification) is planned.
The collection includes only datasets that GeoNadir is able to publish
publicly under the Creative Commons Attribution 4.0
International license (CC-BY-4.0) license. Private workspace data and unpublished
datasets are out of scope for this collection.
New drone mapping datasets are added as they are contributed and cleared for open publication.
This dataset is licensed under the Creative Commons Attribution 4.0 International license (CC-BY-4.0). You are free to share and adapt the material for any purpose, provided you give appropriate credit to GeoNadir and the contributing data provider. Full license text is available at https://creativecommons.org/licenses/by/4.0/
https://github.com/Geonadir/open-data-examples/blob/main/OPEN_DATA_STRUCTURE.md
See all datasets managed by GeoNadir.
GeoNadir FAIR Data was accessed on DATE from https://registry.opendata.aws/geonadir-fair-data. GeoNadir FAIR Data was accessed on DATE from https://registry.opendata.aws/geonadir-fair-data. GeoNadir. 2026. GeoNadir FAIR Data: open drone mapping datasets.
arn:aws:s3:::geonadir-fair-dataap-southeast-2aws s3 ls --no-sign-request s3://geonadir-fair-data/arn:aws:sns:ap-southeast-2:209003640346:geonadir-fair-data-object_createdap-southeast-2