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[HTML][HTML] Google Earth Engine and artificial intelligence (AI): a comprehensive review
Remote sensing (RS) plays an important role gathering data in many critical domains (eg,
global climate change, risk assessment and vulnerability reduction of natural hazards …
global climate change, risk assessment and vulnerability reduction of natural hazards …
Google earth engine cloud computing platform for remote sensing big data applications: A comprehensive review
Remote sensing (RS) systems have been collecting massive volumes of datasets for
decades, managing and analyzing of which are not practical using common software …
decades, managing and analyzing of which are not practical using common software …
NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms
Abstract The 2017–2027 National Academies' Decadal Survey, Thriving on Our Changing
Planet, recommended Surface Biology and Geology (SBG) as a “Designated Targeted …
Planet, recommended Surface Biology and Geology (SBG) as a “Designated Targeted …
[HTML][HTML] High-resolution map** of forest canopy height using machine learning by coupling ICESat-2 LiDAR with Sentinel-1, Sentinel-2 and Landsat-8 data
Forest canopy height is an important indicator of forest carbon storage, productivity, and
biodiversity. The present study showed the first attempt to develop a machine-learning …
biodiversity. The present study showed the first attempt to develop a machine-learning …
Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty
Operational satellite remote sensing products are transforming rangeland management and
science. Advancements in computation, data storage and processing have removed barriers …
science. Advancements in computation, data storage and processing have removed barriers …
Exceptional heat and atmospheric dryness amplified losses of primary production during the 2020 US Southwest hot drought
Earth's ecosystems are increasingly threatened by “hot drought,” which occurs when hot air
temperatures coincide with precipitation deficits, intensifying the hydrological, physiological …
temperatures coincide with precipitation deficits, intensifying the hydrological, physiological …
[HTML][HTML] Fire needs annual grasses more than annual grasses need fire
Sagebrush ecosystems of western North America are experiencing widespread loss and
degradation by invasive annual grasses. Positive feedbacks between fire and annual …
degradation by invasive annual grasses. Positive feedbacks between fire and annual …
A sagebrush conservation design to proactively restore America's sagebrush biome
A working group of experts with diverse backgrounds and disciplinary expertise was
assembled to conceptualize a spatially explicit conservation design to support and inform …
assembled to conceptualize a spatially explicit conservation design to support and inform …
[HTML][HTML] Learning the variations in annual spectral-temporal metrics to enhance the transferability of regression models for land cover fraction monitoring
Monitoring the Earth by annually map** land cover (LC) fractions helps to better
understand the ongoing processes and changes of land use and land management. At 10 to …
understand the ongoing processes and changes of land use and land management. At 10 to …
The elevational ascent and spread of exotic annual grass dominance in the Great Basin, USA
Abstract Aim In the western United States, sagebrush (Artemisia spp.) and salt desert
shrublands are rapidly transitioning to communities dominated by exotic annual grasses, a …
shrublands are rapidly transitioning to communities dominated by exotic annual grasses, a …