Global risk pooling mitigates financial risk from drought in hydropower-dependent countries
2026
Cuppari, Rosa Isabella, Pavelsky, Tamlin M., Characklis, Gregory W.
Snow Cover , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain
Exploring the potential of Harmonized Landsat-Sentinel-2 in predicting boreal forest structure from UAV-LiDAR data in Northwestern America
2026
Enguehard, Lea, Kruse, Stefan, Hansch, Ronny, Herzschuh, Ulrike, Panda, Santosh, Heim, Birgit
Vegetation Cover, Forests, Canopy Characteristics, Land Use/Land Cover Classification , Alpine/Tundra, Reflectance , Dominant Species, Plant Phenological Changes, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Evergreen Vegetation, Vegetation Index
Heat requirement, not warming, governs the urbanrural disparity in spring phenology advancement
2026
He, Can, Wang, Xiaoyue, Penuelas, Josep, Zhang, Xuezhen, Wu, Chaoyang
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification , Reflectance , Albedo , Anisotropy, Shortwave Radiation
Big data fusion-driven geospatial knowledge graph construction method for sustainable smart cities
2026
Duan, Yuxi, Liang, Maohan, Li, Yan, Gao, Ruobin, Chen, Jin, Chen, Zhong Shuo, Wang, Hua
Albedo , Anisotropy
Bulk radiativeconvective equilibrium is common over midlatitude land
2026
Matthews, Aidan, McColl, Kaighin A., Kuang, Zhiming
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature
MERRA-2 tavgM_2d_flx_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXFLX) at GES DISC MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD) at GES DISC
Burned area trends and fire susceptibility in protected areas of Kenya: the potential rolesof human activities and climate
2026
Muthiuru, Amos Chege, Millington, James D. A., Chan, Kristofer, Tebbs, Emma J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Assessing climate risks to soybean yields: Effects of extreme air and land surface temperatures across critical growth stages
2026
Barberis, Juan Guillermo, Barrucand, Mariana, Kantolic, Adriana
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Assessing Flash Drought Development and Propagation Across the Contiguous United States Using Remote Sensing
2026
Zeraati, Masoud, Farahmand, Alireza, Seager, Richard, Fowler, Hayley J., Madani, Nima, Parazoo, Nicholas, Manning, Colin, White, Christopher J., Wen, Yixin, Mehran, Ali, AghaKouchak, Amir
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 , Ground Water , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Latent Heat Flux, Precipitation , Precipitation Amount, Tropopause, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature , Skin Temperature, Carbon Monoxide , Geopotential Height, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone
Beat the heat: Hotspots for nature-based solutions in Vienna and
2026
Wanner, Alice, Budhiraja, Bakul, McKinley, Jennifer, Jungnickel, Meike
Land Surface Temperature , Emissivity
AVIRIS-3 Rapid Response to January 2025 Los Angeles Wildfires
2026
WardBaranyay, Megan, Coleman, Red Willow, Wronkiewicz, Mark, Ochoa, Francisco, Sousa, Daniel, Parker, Ceth W., Thompson, David R., Elder, Clayton D., Okin, Gregory S., Chadwick, K. Dana, Miner, Kimberley, Chapman, John, Eckert, Regina, Jensen, Daniel, Green, Robert O., Brodrick, Philip G.
Visible Radiance, Infrared Radiance, Reflectance , REFLECTED INFRARED
Assimilation of solar-induced fluorescence satellite observations in the European Centre for Medium-Range Weather Forecasts integrated forecast system
2026
Garrigues, Sebastien, de Rosnay, Patricia, Weston, Peter, Rudiger, Christoph, Bacour, Cedric, Fairbairn, David, Vanderbecken, Pierre, RojasMunoz, Oscar, Pinnington, Ewan, AgustiPanareda, Anna, Boussetta, Souhail, Calvet, JeanChristophe, Engelen, Richard
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Assessing the impact of aerosol optical depth on solar radiation
2026
Yoon, Ji Won, O, Sungmin, Kim, Hyunsu, Park, Seon Ki
Reflectance , Albedo , Anisotropy, Shortwave Radiation
Compounded effects on wetland greenhouse gas fluxes from climate change and water management along a saline to freshwater gradient
2026
Doughty, Cheryl L., Ying, Qing, Ward, Eric, Delaria, Erin, Wolfe, Glenn M., Malone, Sparkle L., Reed, David E., Troxler, Tiffany, Kominoski, John S., Castaneda-Moya, Edward, Shoemaker, W. Barclay, Yannick, David, Starr, Gregory, Oberbauer, Steven F., Barenblitt, Abigail, Campbell, Anthony, Charles, Sean, Fatoyinbo, Lola, Gewirtzman, Jonathan, Hanisco, Thomas, Hannun, Reem, Kawa, Stephan, Lagomasino, David, Lait, Leslie, Lindquist, Ayia, Newman, Paul, Raymond, Peter, Rosentreter, Judith, Thornhill, Kenneth, Vaughn, Derrick, Poulter, Benjamin
Atmospheric Carbon Dioxide, Methane, Wetlands , Wetlands , Reflectance , Albedo , Anisotropy, Total Surface Water
Large lake buffers regional extreme heat and surface energy under the 2022 record-breaking heatwave in China
2026
Xing, Zikang, Li, Yunliang, Dai, Yufeng, Wei, Jianhui, Ma, Miaomiao, Zhang, Xuejun, Gao, Hui
Land Surface Temperature , Emissivity
Localized BrightnessShapeMoisture Soil Parameterization for Improved PROSAIL-5 Canopy Simulation
2026
Bonnet, Wessel, Cho, Moses Azong, Chirwa, Paxie W., Masemola, Cecilia
Reflectance
Investigating the contributions of herbaceous vegetation biomass to soil
2026
Jensen, Daniel, Solohin, Elena, Castaneda-Moya, Edward, Simard, Marc, Thompson, David R., Jones, Cathleen E., Christensen, Alexandra, Rovai, Andre, Fontenot, Andy, Twilley, Robert
REFLECTED INFRARED, Deltas, VISIBLE IMAGERY, Wetlands , Reflectance , Salinity , Water Depth, Water Depth, Inundation, Surface Water Processes/Measurements, Sedimentation , Erosion/Sedimentation , Accretion, Soil Bulk Density, Organic Matter, Soil Organic Carbon (SOC), Sedimentation , Infrared Radiance, Estuary, Sediments, VIEWING GEOMETRY, Vegetation Cover, Geolocation, Visible Radiance, Biomass, Forests, Wetlands , Soil Rooting Depth, Vegetation Fraction, Primary Production
Delta-X: AVIRIS-NG L2 Surface Reflectance, MRD Louisiana, 2021 Delta-X: Delft3D FM, Extended Domain Hydrodynamic Model Delta-X: AVIRIS-NG BRDF-Adjusted Surface Reflectance and Mosaics, MRD, LA, 2021, V3 Delta-X: Feldspar Sediment Accretion Measurements, MRD, LA, USA, 2019-2023, Version 4 Delta-X: AVIRIS-NG L1B Spectral Radiance Products, MRD, Louisiana, 2021 Delta-X AVIRIS-NG and UAVSAR L3 Derived Forest Aboveground Biomass, MRD, LA Delta-X: Belowground Biomass and Necromass across Wetlands, MRD, LA, USA, 2021, V2 Delta-X: Aboveground Biomass and Necromass across Wetlands, MRD, Louisiana, 2021, V2 Delta-X: AVIRIS-NG L2B Derived Fractional Cover, MRD, LA, USA, 2021 Delta-X: AVIRIS-NG L3 Derived Herbaceous Aboveground Biomass, MRD, Louisiana, USA, V3
Land surface information from satellites boost near-surface temperature forecast skill
2026
Ruiz-Vasquez, Melissa, O, Sungmin, Brenning, Alexander, Reichstein, Markus, Balsamo, Gianpaolo, Orth, Rene
Emissivity, Land Surface Temperature
Landscape configuration shapes bird-plant multilayer networks in urban
2026
Tang, Tianyu, Hirao, Toshihide
Land Surface Temperature , Normalized Difference Vegetation Index (NDVI) , Albedo
Kernelbased estimation of stratospheric aerosol radiative effects from volcanic and wildfire events
2026
Yu, Qiurun, Huang, Yi
Atmospheric Radiation, Longwave Radiation, Shortwave 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, 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 Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), 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
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 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 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 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
Monitoring Agricultural Stress Using Multi-Sensor Satellite Data and Machine Learning Techniques
2026
Vatkar, Shilpa, Kulkarni, Sujata
Reflectance
Monitoring Changes in Landsat Thermal Features in Urban and Non-Urban
2026
Shi, Hua, Barber, Christopher P., Sayler, Kristi L., Smith, Kelcy, Hussain, Reza
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Crop/Plant Yields, Land Use Classes, Landscape Patterns, Surface Radiative Properties
Monitoring Flood Inundation Dynamics From Space
2026
Campo, C., Tamagnone, P., Choy, S., Tran, T. D., Schumann, G. J.P., Kuleshov, Y.
Atmospheric Water Vapor, Precipitation , Brightness Temperature, Reflectance , Reflectance , Terrain Elevation
Spatiotemporal characteristics of drought in the Southwest Karst Rocky desertification zone, 19922022
2026
Zhang, Hanqi, Mo, Rongjian, Mo, Yanhua, Li, Rongping, Ma, Jiangming
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Spatiotemporal dynamics and drivers of ecological quality in Shaanxi (Yellow River Basin, China) based on optimized RSEI and SHAP
2026
Ma, Chan, Zhang, Chi, Chen, Hongqiang, Ma, Ming, Wang, Siyu
Land Surface Temperature , Emissivity
The Accuracy, Spatial Consistency, and Impact Factors of Global Cropland Products in Karst Landscapes: A Case Study of the YunnanGuizhou Plateau
2026
Xia, Yi, Bao, Li, Xia, Yunsheng, Liu, Guangjie
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Reflectance