Enhancing water science in Earth's second lung: AI-generated centenary hydrological insights from two decades of satellite data in the Congo Basin
2026
Awange, Joseph, Wang, Jielong
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
Exploring the Seven Climate Zones of China: How Soil Moisture and Vapor Pressure Deficit Influence Vegetation Productivity
2026
Zhou, Yan, Meng, Changqing, Li, Yue, Fang, Qingqing
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, Land Surface Temperature , Snow Water Equivalent , Runoff
From grid to ground: how well do gridded products represent soil moisture dynamics in natural ecosystems during precipitation events?
2026
Nunez-Ibarra, Daniel A., Zambrano-Bigiarini, Mauricio, Galleguillos, Mauricio
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
From Remote Sensing to Multiple Time-Horizons Forecasts: Transformers
2026
Adil, Muhammad, Clemins, Patrick J., Schroth, Andrew W., Oikonomou, Panagiotis D., Rizzo, Donna M., Isles, Peter D. F., Zhang, Xiaohan, Hannoun, Kareem I., Turnbull, Scott, Beckage, Noah B., Zia, Asim, Wshah, Safwan
Reflectance , Land Surface Temperature , Emissivity
Foliar litter cover enhances surface warming in global forest ecosystems
2026
Fu, Chenhao, Qin, Shujing, Cheng, Lei, Zhang, Lu
Land Surface Temperature , Emissivity, 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
Explainable AIBased Study of the Interactions between Remote Sensing and Ground-Truth Climate Variables and Lake Chad's Level Fluctuations
2026
Djimadoumngar, Kim-Ndor
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
Exploring groundwater-surface water interactions and recharge in fractured mountain systems: an integrated approach
2026
Ortenzi, Sofia, Di Matteo, Lucio, Valigi, Daniela, Donnini, Marco, Dionigi, Marco, Fronzi, Davide, Geris, Josie, Guadagnano, Fabio, Marchesini, Ivan, Filippucci, Paolo, Avanzi, Francesco, Penna, Daniele, Massari, Christian
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Land Surface Temperature , Evapotranspiration
From snowmelt to disaster: modeling debris flow dynamics in the Shatoobar Nala watershed, Hunza, Pakistan
2026
Khan, Hameed Ullah, Shafique, Muhammad, Aftab, Javeria, Zahid, Uzair, Ullah, Ihsan
Land Surface Temperature , Emissivity
Fusing ERA5-Land and SMAP L4 for an improved global soil moisture product (19502025)
2026
Wang, Wenhong, Feng, Shiao, Zhang, Yonggen, Wei, Zhongwang, Dong, Jianzhi, Weihermuller, Lutz, Liu, Cong-Qiang, Vereecken, Harry
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
Fuzzy Cognitive Maps in Corn Yield Forecast
2026
Kokhan, Svitlana, Popov, Mykhailo, Alpert, Sofiia, Andreiev, Artem, Drozdivskyi, Oleg, Temna, Yuliia, Sybirtseva, Oksana, Dorofey, Yelizaveta
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Photosynthesis, Primary Production, Vegetation Productivity
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
Gradient-explicit assessment of surface urban heat island intensity in subtropical megacities
2026
Cheng, Zilang, Li, Qinshan, Zhou, Siyu, Bei, Qianyi, Lin, Zhuoyan, Lin, Hongzhang, Xie, Jing, Xue, Desheng
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux, Land Surface Temperature , Emissivity, Albedo , Anisotropy
First highly pathogenic avian influenza outbreak in a commercial poultry
2026
Cardenas, Nicolas C., Lopes, Francisco P.N., de Souza, Paulo A.S.C., Groff, Fernando H.S., Kowalski, Ananda P., Krein, Alessandra, Rigon, Grazziane, Etges, Rodrigo N., de Azevedo, Daniela L., Machado, Alencar, Maran, Vinicius, Machado, Felipe A., SEAPI-DDA, Machado, Gustavo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
First mapping of subsurface soil temperature profiles by integrating
2026
Chen, Dabiao, Xue, Huazhu, Zhao, Tianjie, Xiong, Yuyang, Li, Ning, Zheng, Jingyao, Cao, Yipeng, Bai, Yu, Qu, Songbo, Yao, Ling, Liu, Tang, Wang, Chi, Zhang, Haojie, Yu, Pei, Hu, Lu, Husi, Letu, Jia, Li, Shi, Jiancheng
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
Evaporative cooling exceeded albedo-induced warming in greening areas of global drylands
2026
Daramola, Mojolaoluwa T., Li, Renqiang, Xu, Ming
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Evaluation of ERA5, FLDAS and AIRS temperature data in Central Java and Its utilization as a basis for climate-based policy
2026
Harmoko, Iis Widya, Zainuri, Muhammad, Wirasatriya, Anindya, Supari
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 , Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Outgoing Longwave Radiation, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature
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
Commodity-driven deforestation doubles local warming from tropical forest loss
2026
Smith, Callum, Baker, Jessica C A, Doggart, Nike H, Argles, Arthur P K, Robertson, Eddy, Chadwick, Robin, Adami, Marcos, Coelho, Caio A S, Spracklen, Dominick V
Land Use/Land Cover Classification , Albedo , Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature , Emissivity
Comparing novel backward hydrological models for watershed-scale precipitation estimation: an evaluation of inverted PDM and Kirchner-hybrid structures
2026
Dastjerdi, Pouria Asgari, Nasseri, Mohsen
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
Comparing the benefits of native and novel ecosystems as urban nature-based solutions: a case study of Johannesburg, South Africa
2026
Hyslop, Camilla, Venter, Zander, Stevens, Nicola
Land Surface Temperature , Emissivity
Physically interpretable AlphaEarth foundation model embeddings enable LLM-based land surface intelligence
2026
Rahman, Mashrekur
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Population Density
Post-Monsoon Pollution Events in the Indo-Gangetic Plain Using 18 Years
2026
Sinnathamby, Selviga, Safieddine, Sarah, DoutriauxBoucher, Marie, Coheur, Pierre, Clerbaux, Cathy
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Plant diversity within communities, not among them, stabilizes grassland productivity across spatial scales
2026
Huang, Mengjiao, Granjel, Rodrigo R., Montoya, Daniel, Xiao, Yao, Liu, Xiang, Hautier, Yann
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
Pre-Fire Fuel Conditions Are Dominant Drivers of Burn Severity in the
2026
WardBaranyay, M., Lee, C., PascoliniCampbell, M., Sousa, D., Kinoshita, A. M.
Land Surface Temperature , Evapotranspiration , Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Canopy Characteristics
Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional
2026
Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder
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 , Land Use/Land Cover Classification