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Global risk pooling mitigates financial risk from drought in hydropower-dependent countries Snow Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
GloFM: a GLORYS Flow-Matching emulator for spatio-temporal ocean data assimilation Sea Surface Subskin Temperature
Global pandemic reshaped urban expansion: insights into the policy and spatial expansion pattern in global 400+ cities Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Global patterns and controls of terrestrial above-and belowground Biomass Dynamics, Primary Production, Biomass, Photosynthesis, Vegetation Productivity, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global patterns and drivers of soil microbial nitrogen and phosphorus use efficiency Vegetation Index, Plant Phenology, Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Enhanced Vegetation Index (EVI)
Global patterns of gully occurrence and their sensitivity to Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Global perspectives on nitrate aerosol dynamics: a comprehensive sensitivity analysis Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds
Global Mercury Emissions from Open Biomass Burning Estimated Using a Mass-Balance Approach Biomass, Forests, Grasslands, Alpine/Tundra, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Global NO2 changes between 2019 and 2024 as observed by TROPOMI in urban areas and emerging hotspots Air Quality, Cloud-screened Troposheric Column No2, Population Density
Global elevational shifts and drivers of alpine treelines Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Global site selection for hybrid solar thermal desalination: advancing the energy-water nexus with open-source tools Population Density, Infrastructure, Food Security, Conservation, Environmental Health Factors, Urbanization/Urban Sprawl
Global stratospheric methane loss from satellite observations Atmospheric Radiation, Temperature Tendency, Cloud Fraction
Global subsidence of river deltas Terrestrial Water Storage, Ground Water, Glacier Mass Balance/Ice Sheet Mass Balance
Global habitat hotspots and extinction vulnerability of terrestrial vertebrates Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems
Global Hydroclimatic Controls on Multithread River Dynamics Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps
Global impacts of transportation infrastructure on forest degradation and loss Photosynthesis, Primary Production, Vegetation Productivity
Global crop-specific energy demand for irrigation Carbon, Cation Exchange Capacity, Organic Matter
Global daily 1 km gapless XCO2 (20032023) derived from multi-satellite observations and a spatiotemporal deep learning framework Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Global daily 9 km remotely sensed soil moisture (20152025) with microwave radiative transfer-guided learning Brightness Temperature, Surface Soil Moisture, Air Temperature, Soil Moisture/Water Content, Soil Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Global daily CO2 emissions from 1970 to 2024 Population Density, Population Size, Urbanization/Urban Sprawl
Event-Based Verification of IMERG Precipitation Estimates over Complex Terrain in the Southern Appalachian Mountains Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Total Surface Precipitation Rate
Evidence of enhanced global vegetation activity driven by reduced human pressures Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Experimental Study of Atmospheric Aerosol Optical Characteristics over the Black Sea in Springs of 2024 and 2025 Aerosol Optical Depth/Thickness, Angstrom Exponent
Explainable AIBased Study of the Interactions between Remote Sensing and Ground-Truth Climate Variables and Lake Chad's Level Fluctuations Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff