Science of Remote Sensing · 2023 · 244 citations · 96 references
ComputingCloud ComputingEarth SciencesCloud InfrastructureGeographic Information SystemsRemote SensingCloud Data PlatformsGeospatial Data AcquisitionLand Cover Change DetectionLand Surface MonitoringRemote Sensing ImagerySurface Temperature RetrievalCollection-based SurveyLand Surface Temperature RetrievalsRemote Sensing Data CollectionRemote Sensing Data ManagementRemote Sensing InventorySurface ReflectanceSurface TemperatureWeb Services
The Landsat global consolidated data archive now exceeds 50 years. In recognition of the need for consistently processed data across the Landsat satellite series, the United States Geological Survey (USGS) initiated collection-based processing of the entire archive that was processed as Collection 1 in 2016. In preparation for the data from the now successfully launched Landsat 9, the USGS reprocessed the Landsat archive as Collection 2 in 2020. This paper describes the rationale for, and the contents and advancements provided by Collection 2, and highlights the differences between the Collection 1 and Collection 2 products. Notably, the Collection 2 products have improved geolocation and, for the first time, the USGS provides a global inventory of Level 2 surface reflectance and surface temperature products. Also for the first time, the USGS used a commercial cloud computing architecture via Amazon Web Services (AWS) to efficiently process the archive and enable direct cloud access of the Landsat products. The paper concludes with discussion of likely improvements expected in Collection 3 in preparation for the Landsat Next mission that is planned for launch in the early 2030s.
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The Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2)
Ronald Gelaro, Will McCarty, Max J. Suárez et al. · Journal of Climate · 2017 · 9.4K citations · Full text
First operational BRDF, albedo nadir reflectance products from MODIS
Crystal Schaaf, Feng Gao, Alan H. Strahler et al. · Remote Sensing of Environment · 2002 · 2.6K citations