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
Host Community Traits Driving Crimean-Congo Hemorrhagic Fever Virus
2026
Xavier, Patricia, Perello, Alberto, Luque-Castro, Victor, Relimpio, David, Barroso, Patricia, Almeida, Virgilio, de la Fuente, Jose, Balseiro, Ana, Ruiz-Fons, Francisco, Gortazar, Christian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
How to identify urban heat inequity? A systematic literature review of scales, indicators, pathways, and future directions
2026
Lin, Yue, Zeng, Hui
Land Surface Temperature , Emissivity
Human contributions to evapotranspiration mitigate swings in dry-to-wet year transitions
2026
Pierrat, Zoe Amie, Gustine, Rebecca N., Boser, Anna, Ruehr, Sophie, Lee, Christine M., Reager, J. T., Cawse-Nicholson, Kerry
Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index , Geopotential Height, Surface Pressure, Shortwave Radiation, Surface Temperature , Humidity , Convection, Surface Winds , Rain, Land Surface Temperature
Human disturbance intensity reduces drought resistance without prolonging recovery in karst forests of southwest China
2026
Wang, Lu, Yue, Yuemin, Shi, Liang, Wang, Weiye, Cui, Jiawen, Li, Qian, Liang, Boyi, Xu, Chongyang, Liu, Hongyan, Brandt, Martin, Wang, Kelin
Emissivity, Land Surface Temperature
Hydrological Analysis of the Middle and Lower Paraguay Basin Based on Water Balance and Storage Using Imerg, GLDAS, and Grace Products (2003-2023)
2026
Villalba, Rossana, Ferral, Anabella, BaezGiven, Julian, Kurita, Jorge, Bonansea, Matias, Bertoni, Juan Carlos
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 , Precipitation , Precipitation Amount
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
Improving evapotranspiration estimation by integrating process-based
2026
Xie, Mingming, Zhang, Jianyun, Bao, Zhenxin, Zhang, Linus, Duan, Zheng, Wang, Guoqing, Liu, Cuishan, Yuan, Feifei, Guan, Xiaoxiang
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Reflectance , Albedo , Anisotropy
Increase in plant reliance on past precipitation associated with greening and drying
2026
Zhang, Hongying, Zhang, Yao, Miralles, Diego G., Tai, Xiaonan, Koppa, Akash, Yang, Hui, Sitch, Stephen, OSullivan, Michael
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo , Vegetation Index , Landscape Patterns, 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
In Situ Observation of a Strong Diurnal Warming Event in the Labrador
2026
Hauser, Simon F., ten Doeschate, Anneke, Ward, Brian, Esters, Leonie
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 , Sea Surface Temperature , Clouds , Cloud Frequency
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
Diagnosing evaporation in heterogeneous alpine basins using the
2026
Zhang, Xiaolong, Wang, Yixuan, Cheng, Yuanyuan, Zaman, Muhammad, Shen, Yan-Jun
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
Deriving Gridded Soil Moisture Estimates Using Earth Observation Data
2026
Fealy, Rowan, Ishola, Kazeem, McCarthy, Tim, Nair, Ajay, de Andrade Moral, Rafael
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI)
Environmental Degradation in Iraq: Attribution of Climatic Change and
2026
Alqaraghuli, Akram, North, Peter, Bye, Iain, Rosette, Jacqueline, Los, Sietse
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux, Land Surface Temperature , Emissivity
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
Decadal Dynamics of Nighttime Urban Heat Island in Coimbatore: A Spatio-Temporal Investigation of Thermal Clustering and Intensification
2026
Gadekar, Kajesh, Mathew, Aneesh, Sarwesh, P, Naresh, Chinthu
Land Surface Temperature , Emissivity
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 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
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
Eco-evolutionary dynamics shaping biodiversity in the urban mosaic
2026
Alaasam, Valentina, Snead, Anthony, Thonis, Anna, Winchell, Kristin M.
Land Surface Temperature , Emissivity, Population Density
Earth observation-based land degradation mapping and prediction: the Moroccan test region case study
2026
Stankevich, Sergey, Kozlova, Anna, Piestova, Iryna, Sedlerova, Olga, Lubskyi, Mykola, Andreiev, Artem, Orlenko, Tetiana, Ibouh, Hassan, Mezzane, Daoud, Aboufirass, Mohamed, Rodrigues, Joao C. Antunes, Eddahby, Lhou, Sadiq, Bouchra, Dubovyk, Olena
Land Surface Temperature , Emissivity
Drought propagation in china: Uncertainties originate more from dataset
2026
Huang, Kesheng, Zhang, Haicheng, Cui, Guotao, Wang, Yijia, Yin, Mijia, Du, Jianhui
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
Dynamics of snow and glacier cover in the Upper Karnali Basin, Nepal: an analysis of its relationship with climatic and topographic parameters
2026
Ghimire, Motilal, Shrestha, Dibas, Chauhan, Raju, Thapa, Amrit, Sharma, Til Prasad Pangali, Sharma, Krishna Prasad, Gurung, Sher Bahadur, Devkota, Sundar, Bhandari, Prabin, Koirala, Sikesh, Wu, Yanhong, Timalsina, Niroj, Kutu, Jeevan
Snow Cover , Land Surface Temperature , Emissivity
DTRF2020: The ITRS 2020 realization of DGFI-TUM
2026
Seitz, Manuela, Blofeld, Mathis, Glomsda, Matthias, Angermann, Detlef, Rudenko, Sergei, Zeitlhofler, Julian, Seitz, Florian
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
Comparison of multiple satellite-derived products for assessing
2026
Song, Jiaxin, Zhou, Decheng, Hao, Lu, Xiao, Jingfeng, Li, Xing, Zhang, Liangxia, Sun, Ge
Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Surface Winds , Rain, Precipitation Rate , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff