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
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
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
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
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
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
Evaluating the influence of climate change on the deterioration and
2026
Xiao, Rui, Sushama, Laxmi, Meguid, Mohamed A., Zayed, Tarek
Emissivity, Land Surface Temperature
Estimating the Near-Surface Air Temperature Field Using Satellite-Based Remote Sensing of Land Surface Temperatures
2026
Frat Ors, Pelin, Mahdavi, Ardeshir
Albedo , Anisotropy, Land Surface Temperature , Emissivity, Reflectance
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
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
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
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
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
High-Resolution Downscaled CMIP6 Projections dataset of Key Climate Variables for Senegal
2026
Mbengue, Asse, Sultan, Benjamin, Lguensat, Redouane, Vrac, Mathieu, Diongue-Niang, Aida, Ndiaye, Ousmane, Gaye, Amadou Thierno
Surface Temperature , Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds
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
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
Floods in 2025: Climate chronicles
2026
Getirana, Augusto, Collins, Elyssa, Alcantara, Enner, Balsamo, Gianpaolo, Bates, Paul, Dube, Timothy, Marengo, Jose Antonio, Oki, Taikan, Wasko, Conrad
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
Holistic Assessment of India's Water Security using coupled Climate-Human Intervention Models
2026
Pathak, Shray, Jato-Espino, Daniel, Zevenbergen, Chris
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
Neural general circulation models for modeling precipitation
2026
Yuval, Janni, Langmore, Ian, Kochkov, Dmitrii, Hoyer, Stephan
Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature
New title: Re-evaluating environmental associations with meningitis risk across Africa
2026
Cliff, Molly, Jahn, Sally, Bita Fouda, Andre, Latt, Anderson, Lingani, Clement, Trotter, Caroline
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, 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
Vegetation cover dynamics of the Dniester basin under climate change influence in the 21st century.
2026
Salyha, Volodymyr, Arkhypova, Liudmyla
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Widespread biophysical cooling effects due to post-fire greening
2026
Xi, Huipeng, Wang, Qunming, Xiao, Yuelong, Guo, Ru, Tong, Xiaohua, Atkinson, Peter M.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Albedo , Anisotropy, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Burned Area, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
A bio-inspired artificial intelligence framework leveraging remote sensing for groundwater storage modeling in climate-stressed regions
2026
Elmotawakkil, Abdessamad, Youssef, Ali Ait, Jaldi, Saad, Bouhassane, Mohammed, Karkouri, Adnane Al, Moumane, Adil
Land Surface Temperature , Emissivity