agriculture cog earth observation geospatial natural resource satellite imagery
The Landsat Analysis Ready Data (ARD) created by the Global Land Analysis and Discovery Lab (GLAD) at the University of Maryland serves as a spatially and temporally consistent input for land cover mapping and change detection at global to local scales. The GLAD ARD represents a 16-day time series of globally consistent, tiled Landsat normalized surface reflectance from 1997 to the present operationally updated every 16 days. Only data from 2020 to present available on the AWS, older data is available through the UMD API.
New 16-day composites are added monthly.
The GLAD ARD imposes no restrictions on subsequent redistribution or use, provided proper citation is given following the Creative Commons Attribution License (CC BY).
Global Land Analysis and Discovery Lab
See all datasets managed by Global Land Analysis and Discovery Lab.
GLAD Landsat ARD was accessed on DATE
from https://registry.opendata.aws/glad-landsat-ard. Potapov, P., Hansen, M.C., Kommareddy, I., Kommareddy, A., Turubanova, S., Pickens, A., Adusei, B., Tyukavina A., Ying, Q. (2020) Landsat analysis ready data for global land cover and land cover change mapping, Remote Sens. 2020, 12, 426; doi:10.3390/rs12030426
arn:aws:s3:::glad.landsat.ard/data/tiles/
us-west-2
aws s3 ls --no-sign-request s3://glad.landsat.ard/data/tiles/