Scalable sub-meter mapping of woody vegetation and structures across California's heterogeneous landscape using deep learning
2026
Zhu, Yunzhe, Dixon, Dan J., Jin, Yufang
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Surviving the Patchwork: Habitat Preferences of a Threatened Amphibian in a Fragmented Tropical Landscape
2026
Rajiv, N. V., Sankararaman, Vishnupriya, Ramachandran, Vivek
Land Use/Land Cover Classification , Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Shrinking groundwater in India's population epicentre
2026
Mizan, Syed Adil, Paswan, Abhilash K., Tiwari, V. M.
Land Use/Land Cover Classification
Rainwater composition of a sub-tropical urban Indian town under the influence of natural and anthropogenic factors
2026
Vishwakarma, Rajesh Kumar, Joshi, Himanshu, Goonetilleke, Ashantha
Land Use/Land Cover Classification
Quantifying high spatiotemporal impervious surface change with time series PlanetScope imagery
2026
Wang, Suiyuan, Wang, Le
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure
Debris covered glacier mapping using newly annotated multisource remote sensing data and geo-foundational model
2025
Kaushik, Saurabh, Maurya, Lalit, Tellman, Elizabeth, Zhang, Guoqing, Dharpure, Jaydeo K.
Ice Velocity
Crop water origins and hydroclimate vulnerability of global croplands
2025
Jiang, Yan, Burney, Jennifer A.
Reflectance , Anisotropy, Vegetation Cover, Cropland
DecadesLong Evolution of PostFire Permafrost Deformation Detected by InSAR: Insights From Chronosequence in North Yukon
2025
Cao, Zetao, Furuya, Masato
Fire Occurrence, Forest Fire Science, Burned Area
Conserved Ecological Responses to Novel Urban Stressors
2025
Snead, Anthony A., Lin, Emerald, Linsk, Shira, Olson, Lena, Winchell, Kristin M.
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure
Evaluating SWAT-3PG simulation of hydrologic and water quality processes
2025
Karki, Ritesh, Qi, Junyu, Zhang, Xuesong, Srivastava, Puneet
Forest Mensuration, Forests, Land Use/Land Cover Classification , Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Vegetation Species, Fire Disturbance, Forest Harvesting and Engineering, Carbon
Evaluating the affecting factors of glacier mass balance in Tanggula Mountains using explainable machine learning and the open global glacier model
2025
Xu, Qiangqiang, Kang, Shichang, He, Xiaobo, Xu, Min
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Ice Velocity
Evaluation of the Snow Climate Change Initiative (Snow CCI) snow-covered area product within a mountain snow water equivalent reanalysis
2025
Sun, Haorui, Fang, Yiwen, Margulis, Steven A., Mortimer, Colleen, Mudryk, Lawrence, Derksen, Chris
Snow Depth , Snow Water Equivalent
Firn densification in two dimensions: modeling the collapse of snow caves and enhanced densification in ice-stream shear margins
2025
Arrizabalaga-Iriarte, Jon, Lejonagoitia-Garmendia, Lide, Hvidberg, Christine S., Grinsted, Aslak, Rathmann, Nicholas M.
Ice Velocity
Increasing carbon sequestration in irrigated and rainfed agroecosystems: A global analysis of trend characteristics and driving mechanisms
2025
Li, Chao, Zhang, Shiqiang
Vegetation Cover, Cropland
Hit where it hurts: City vulnerability during wartime
2025
Reeder, Bryce W, Uzonyi, Gary
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Forest Management
Impact of topography and meteorological forcing on snow simulation in
2025
Wang, Libo, Mudryk, Lawrence, Melton, Joe R., Mortimer, Colleen, Cole, Jason, Meyer, Gesa, Bartlett, Paul, Lalande, Mickael
Albedo , Anisotropy, Albedo, Snow Depth , Snow Water Equivalent , Snow Cover
Impacts of sea level rise and adaptation across Asia and the Pacific
2025
Monioudi, Isavela N., Vousdoukas, Michalis I., Giardino, Alessio, Stocchino, Alessandro, Mentaschi, Lorenzo, Feyen, Luc
Human Settlements, Urbanization/Urban Sprawl , Infrastructure
Indian leopards (Panthera pardus fusca) facing space struggles in a Metropolitan district of Northeast India
2025
Deka, Jyotish Ranjan, Lal, Uttam, Sarma, Pranjit Kumar
Land Use/Land Cover Classification
Integrating a laminar-flow inversion with random-cell interpolation for glacier ice thickness: an application to the Western Kunlun Mountains
2025
Li, Zhiqiang, Li, Jia, Ma, Xuyan, Li, Long, Guo, Lei, Wu, Junhui, Kong, Lingshuai, Dian, Jiahao, Ye, Huiguo
Ice Velocity
A century of flow and surge history of Sit' Tlein (Malaspina Glacier), Southeast Alaska
2025
DevauxChupin, Victor, Truffer, Martin, Brinkerhoff, Douglas, Fahnestock, Mark, Loso, Michael G., Christoffersen, Michael S., Daniel, Michael, Tober, Brandon S., Larsen, Christopher, Holt, John W.
Ice Velocity
A first attempt to model global hydrology at hyper-resolution
2025
van Jaarsveld, Barry, Wanders, Niko, Sutanudjaja, Edwin H., Hoch, Jannis, Droppers, Bram, Janzing, Joren, van Beek, Rens L. P. H., Bierkens, Marc F. P.
Vegetation Cover, Cropland
Development of an Integrated Natural and Socioeconomic Indicators Monitoring System for Bulacan Using Earth Intelligence Tools
2025
School of Graduate Studies, AMA Computer University, Villa Arca Ave., Project 8, Quezon City, Philippines, Pascual, Mark Neil, Leonen, Jeffrey
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure , Poverty Levels , Environmental Health Factors , Population Distribution , Sustainability , Population Estimates, Human Settlements
Diagnosing aerosolmeteorological interactions on snow within Earth system models: a proof-of-concept study over High Mountain Asia
2025
Roychoudhury, Chayan, He, Cenlin, Kumar, Rajesh, Arellano Jr., Avelino F.
Reflectance , Dust/Ash/Smoke , Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols , Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density , Aerosol Concentration, Deposition, Longwave Radiation, Shortwave Radiation, Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Land Surface Temperature , Snow Cover , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain, Atmospheric Ozone, Sea Level Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature , Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, Atmospheric Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Albedo, Snow Depth , Snow Water Equivalent , Heat Flux, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Surface Water, Runoff Rate, Average Flow, Average Flow, Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
MODIS/Terra+Aqua AOD and Water Vapor from MAIAC, Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_aer_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Aerosol Mixing Ratio 0.625 x 0.5 degree V5.12.4 (M2I3NVAER) at GES DISC High Mountain Asia 12 km Modeled Estimates of Aerosol Transport, Chemistry, and Deposition Reanalysis, 2003-2019 V001 MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) at GES DISC MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MODIS/Aqua Snow Cover Daily L3 Global 0.05Deg CMG V061 MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) at GES DISC GPM IMERG Final Precipitation L3 1 day 0.1 degree x 0.1 degree V07 (GPM_3IMERGDF) at GES DISC MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) at GES DISC MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) at GES DISC High Mountain Asia UCLA Daily Snow Reanalysis V001 MODIS/Terra Snow Cover Daily L3 Global 0.05Deg CMG V061 MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) at GES DISC MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM) at GES DISC
Distribution and characteristics of lightning-ignited wildfires in boreal foreststhe BoLtFire database
2025
Engle, Brittany, Bratoev, Ivan, Crowley, Morgan A., Zhu, Yanan, Senf, Cornelius
Land Use/Land Cover Classification , Land Surface/Agriculture Indicators, Plant Phenology, Vegetation Cover, Enhanced Vegetation Index (EVI)
Diversity and assembly of the microbiome of a leguminous plant along an urbanization gradient
2025
MurrayStoker, David, Rossi, Laura, Johnson, Marc T. J.
Urban Lands, Land Use/Land Cover , Urbanization/Urban Sprawl , Infrastructure