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Mapping Antarctic geothermal heat flow with deep neural networks optimized by particle swarm optimization algorithm Basins, Coastline, Grounding Line, Ice Shelves
Mapping bee diversity with landscapelevel models to inform conservation Population Density
Large-scale irrigation area mapping: Status and challenges Crop/Plant Yields, Landscape Patterns, Cropland
Largescale characterization of horizontal forest structure from remote sensing optical images Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps
Machine and deep learning-based forecast of Tehran's accelerating nighttime surface heat island crisis Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Machine learning analysis of Iran's wildfire landscape and anthropogenic influences Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Dynamics, Surface Radiative Properties, Land Surface Temperature
Machine learning estimates for G20 subnational urban GHG emissions from 20002020 Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0)
Machine learning-based high resolution spatial economic modeling of biomass energy potential in Southeast Asia RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM)
Longterm vegetation changes in elephantrelated areas of concern in Kruger National Park, South Africa Savannas, Vegetation Height, Vegetation Cover, Forest Composition/Vegetation Structure
Land use change as a driver of hydrological ecosystem services in the Runoff, Soil Texture
Land use/Land cover control on groundwater recharge: A multi-method Runoff, Soil Texture
Land Surface Heterogeneity Captured by Topography-Based Subgrid Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Land surface information from satellites boost near-surface temperature forecast skill Emissivity, Land Surface Temperature
Leveraging sUAS-Sentinel-2 synergy for cross-scale mapping of canopy Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Lidar observations of optical properties of two upper troposphere and Sulfur Dioxide
Latitudinal patterns and processes shaping temperate forest stability Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Latitudinal variation in temperature dominance of domestic water use Population Size, Land Use/Land Cover Classification
Long-Term Snow Avalanche Trends in High Mountain Asia: Climatic Drivers Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff
Long-wavelength steric sea level and heat storage anomaly maps to 2000 m by combining Argo temperature and salinity profiles with satellite altimetry and gravimetry Sea Surface Height, Significant Wave Height
Prior weight dilution in Bayesian model averaging for groundwater Snow Cover, Total Surface Precipitation Rate
Prioritizing stream network connectivity for species conservation and Reflectance
Probabilistic Seismic Hazard Analysis based on Microtremor Data: A Site Effect Study for Earthquake Disaster Mitigation at Malang Regency, Indonesia Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice
WxC-Bench: A Novel Dataset for Weather and Climate Downstream Tasks Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain
Yield From Iowa's First Commercial Miscanthus Fields: Implications of Spatial Variability for Productivity and Sustainability Beyond Research Plots Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Shortwave Radiation, Vapor Pressure
Zero-emissions vehicle adoption and satellite-measured NO2 air pollution in California, USA, from 2019 to 2023: a longitudinal observational study Air Quality, Cloud-screened Troposheric Column No2