In Situ and SpaceBased CO2 Observations Reveal MoistureInduced Seasonal Compensation of the Western US Carbon Cycle
2026
Rastogi, Bharat, Miller, John B., Kaushik, Aleya, Basu, Sourish, Bruhwiler, Lori, McKain, Kathryn, Andrews, Arlyn E., Alden, Caroline B.
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Soil Organic Carbon (SOC), Primary Production, Gross Primary Production (gpp), Reflectance
Inferential modeling of dry deposition across the Ammonia Monitoring
2026
Baublitz, Colleen B., Walker, John T., Wu, Zhiyong, Bash, Jesse O., Bell, Michael D., Pan, Da
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Photosynthetically Active Radiation
PIXAL: a physics-inspired explainable machine learning architecture for Greenland ice albedo modeling
2026
Antwerpen, Raf, Tedesco, Marco, Gentine, Pierre, van de Berg, Willem Jan, Fettweis, Xavier
Reflectance , Albedo, Snow Cover
PM10 source apportionment in a coastal african megacity (Luanda
2026
da Silva, Alan Victor, Cipoli, Yago, Vicente, Estela, Sanchez de la Campa, Ana, Leitao, Anabela, Feliciano, Manuel, Alves, Celia
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Initial assessment of the detectability of cyanotoxin occurrence using PACE satellite observations
2026
Karunakaran, Denesh, Ebtehaj, Ardeshir, Clark Burnette, Lucas, Hondzo, Miki, Olmanson, Leif
Reflectance , Surface Radiative Properties
Investigating LST evolution and heatwave patterns using machine learning in the Beijing-Tianjin-Hebei Urban agglomeration
2026
Liu, Chen, Zhang, Maomao
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo , Anisotropy, Land Use/Land Cover Classification , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Land Surface Temperature , Emissivity
Lagged Response of Groundwater Storage to Extreme Precipitation Using Machine-Learning-Downscaled GRACE Data at the Watershed Scale
2026
Zheng, Xiaoling, Yu, Yilei, Jiang, Jiyi, Yang, Lihu, Wang, Shiqin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
Calibrating SWAT Model Using Satellite-Derived Actual Evapotranspiration in a Data-Scarce River Basin
2026
Mishra, Ashok, Kumar, Shashi Bhushan
Albedo , Anisotropy, Reflectance , Total Surface Water
Can the MODIS EVI formula be directly applied to other sensor data? A case study with Landsat data
2026
Bai, Yafen, Xu, Hanqiu, Su, Guifen, Shi, Tingting, Yang, Lijuan
Reflectance
Characterizing effects of tree mortality from wildfire and bark beetles
2026
Kunik, Lewis, Bowling, David R., Raczka, Brett, Hicke, Jeffrey A., Frankenberg, Christian, Cheng, Rui, Slaton, Michele R., Lin, John C.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Land Surface Temperature , Emissivity, Land Use/Land Cover Classification , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Reflectance , Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Estimates of Transboundary Transfer and Balance of Atmospheric Carbon Dioxide Fluxes in Sverdlovsk Region Using the Machine Learning Model
2026
Rozanov, A. P., Gribanov, K. G., Zadvornykh, I. V., Sukhikh, G. A., Valdaiskikh, V. V., Zakharov, V. I.
Land Use/Land Cover Classification , Reflectance
Estimating Regional Groundwater Level by Combining Satellite, Model, and Large-Sample Observations Inputs
2026
Cao, Yijing, Zhang, Yongqiang, Chen, Yuyin, Zhang, Xuanze, Tian, Jing, Yang, Xuening, Huang, Qi, Su, Jianzhong
Land Use/Land Cover Classification , Reflectance
Extreme precipitation dominates the increase in total precipitation over
2026
Chen, Shuoyu, Mu, Mingtao, Tian, Lei, Song, Jialin, Feng, Yan, Wang, Jie, Zhang, Baoqing, Pan, Baotian
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate , 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, 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 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM) 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) MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) 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)
Climate-dominated, LUCC-enhanced waterecosystem responses in the humid temperate Tumen River basin
2026
Wang, Haiqing, Su, Mengqi, Qi, Peng, Li, Guangyin, Zou, Yuanchun
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Terrestrial Water Storage, Ground Water , Glacier Mass Balance/Ice Sheet Mass Balance
Combined effects of site and model parameterization for soil respiration components in a Canadian wildfire chronosequence
2026
Zobitz, John, Zhou, Xuan, Aaltonen, Heidi, Koster, Egle, Berninger, Frank, Pumpanen, Jukka, Koster, Kajar
Photosynthesis, Primary Production, Vegetation Productivity, Reflectance , Land Surface Temperature , Emissivity
Combined Retrieval of Cloud Parameters for TEMPO Measurements Over
2026
Fehr, Lukas, Bourassa, Adam, Degenstein, Doug, Zawada, Daniel, McLinden, Chris, Griffin, Debora, Nowlan, Caroline, Chong, Heesung, Wang, Huiqun
Atmospheric Radiation, Radiative Flux, Solar Irradiance, Cloud Top Pressure, Cloud Fraction, Albedo , Anisotropy, Reflectance
Comparative machine learning and deep learning approaches for
2026
Azizi, Mahan, Abbasi, Ali, Asli Charandabi, Mohammad Reza
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff , Reflectance , Emissivity
Comparison of Sentinel-2 and MODIS for estimating GPP along an ecosystem gradient in eastern Germany
2026
Sayeed, Mostafa, Ahmadpour, Somayeh, Trachte, Katja
Reflectance , Albedo , Anisotropy, Land Surface Temperature , Emissivity
Concurrent climate extremes and biological carryover effects dominate
2026
Luo, Yiting, Yang, Hui, Xu, Hao, Huntingford, Chris, Orth, Rene, Li, Xiangyi, Penuelas, Josep
Reflectance , Anisotropy
Cover crop decomposition and nitrogen release over three years of precipitation variability in the Western Corn Belt
2026
Almeida, Tauana F., Canisares, Lucas, Pesini, Gustavo, Robinson, Emily, Poffenbarger, Hanna, Koehler-Cole, Katja, Basche, Andrea
Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Evapotranspiration , Rain , Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content , Soil Temperature, Albedo , Land Surface Temperature , Snow Water Equivalent , Runoff
Bridging data gaps in urban heat forecasting: Remote sensing and image processing approach for Qatar's climate
2026
Braganza, Nathan Joseph, Sodiq, Ahmed, Amhamed, Abdulkarem, Alrebei, Odi Fawwaz
Land Surface Temperature , Emissivity, Albedo, Snow Cover
Canopy water content is related to variability in leaf water over time but not across space in an oak savanna ecosystem
2026
Allen, Jean, Boving, Indra, Anderegg, Leander D.L., Brodrick, Philip G., Chadwick, K. Dana, Roberts, Dar, Trugman, Anna T.
REFLECTED INFRARED, Reflectance
Capturing Spatiotemporal and Subgrid Variability in Global Land Surface
2026
Ralhan, Akarsh, Liang, XinZhong
Land Use/Land Cover Classification , Albedo , Anisotropy, Reflectance
Caribou balance winter range fidelity and plasticity in response to weather, pregnancy, and summer range conditions
2026
Fullman, Timothy J, Person, Brian T, Karpovich, Shawna, Prichard, Alexander K, Hepler, Joelle, Zuur, Alain F
Reflectance , Anisotropy, Vegetation Cover, Forests, Alpine/Tundra
Catchment precipitation partitioning in the Budyko framework is controlled by root zone storage capacity
2026
Ibrahim, Muhammad, van Oorschot, Fransje, van der Ent, Ruud, Hrachowitz, Markus, Coenders-Gerrits, Miriam
Land Use/Land Cover Classification , Vegetation Index , Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo , Reflectance , Soil Depth, Soil Horizons/Profile, Soil Water Holding Capacity , Soil Texture, Soil Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Soil Moisture/Water Content