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
An Interpretable PhysicsGuided Deep Learning (IPGDL) Framework for BlueGreen Water Robust Projection and Nonlinear Interpretation in the River Basin
2026
Guo, Zhonghui, Feng, Chang, Liu, Qing, Yang, Liu, Lu, Yikun, Liu, Yan, Zhao, Boning, Wang, Dan
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
A Python-Based Workflow for Producing Soil Electromagnetic Properties
2026
Brownbridge, Todd R., Russo, Nicholas
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
A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain
2026
Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity
Climate warming reshapes vegetation responses in China from temperature to precipitation
2026
Wang, Meihong, Zhao, Hui, Wei, Da, Chen, Zhaojie, Zhang, Hongsheng, Jiang, Shizhong, Deng, Wei
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
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
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
Continental-scale mapping of forest tree density in North America using remote sensing and deep learning with uncertainty quantification
2026
Ahmad, Mustak, Tang, Yun, Lister, Andrew J., Gamarra, Javier G.P., Powell, William G., Beane, Nathan R., Choi, Wook Jin, Mitra, Ankita, Kumar, Amit, Cuchietti, Anibal, Paquette, Alain, Searle, Eric, Chen, Jiaxin, Chen, Han Y.H., Bongers, Frans, Meave, Jorge A., Guevara, Mario, Barreras, Aylin, de la Rosa, Jose Armando Alanis, Mayorga Saucedo, Rafael, Cuenca Lara, Rubi Angelica, Moreno Garcia, Cesar, Godinez Valdivia, Carlos Isaias, Delgado Caballero, Carina Edith, de los Angeles Soriano Luna, Maria, Aldrete Leal, Metzli Ileana, Medina Casillas, Sandra Liliana, Romero Correa, Johny, Villela Gaytan, Sergio Armando, Corral Rivas, J. Javier, Vega-Nieva, Jose Daniel, Briseno-Reyes, Jaime, Lopez-Serrano, Pablito Marcelo, Fayle, Tom M., Altman, Jan, Johnson, Daniel J., Liang, Jingjing
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Evapotranspiration , Latent Heat Flux
Artificial intelligence with earth observations provides continuous
2026
Uddin, Shihab, Rajib, Adnan, Haider, M. Rezaul, Vanderhoof, Melanie, Luk Kim, I., Zhao, Lan
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Burned Area, Reflectance , Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent , Vapor Pressure, Shortwave Radiation, Evapotranspiration , Latent Heat Flux
Assessing the Contribution of GRACE Data to Snow Water Equivalent Estimation in Comparison with Conventional Snow Measurement Techniques
2026
Mohasseb, Hussein A., Yi, Shuang, Abd-Elmotaal, Hussein A., Abd-Elbaky, Mostafa
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
Assessing the role of gridded evapotranspiration products in improving
2026
Li, Minxin, Zou, Lei, Xia, Jun, Wang, Feiyu, Yu, Jiarui, Xu, Jiayuan, Hong, Si
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 , Photosynthesis, Primary Production, Latent Heat Flux
Characterization of uncertainty in ground-based validation of soil
2026
Zeng, Qicheng, Wu, Xiaodan, Wen, Jianguang, Yin, Gaofei, Lin, Xingwen, Li, Yukun, You, Dongqin, Xiao, Qing
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 , Brightness Temperature, Surface Soil Moisture
Corn-soybean expansion nears threshold for adverse nitrogen effects in the Great Plains
2026
Waterman, Breanna Rivera, Hansen, Amy T, Loecke, Terrance D, Kirk, Matthew F
Evapotranspiration , Latent Heat Flux
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
CANSD v1. 0: the first map of agricultural nitrogen surplus across China from 2000 to 2022
2026
Li, Yanyi, He, Li, He, Mengxi, Tang, Zhenjie, Wang, Yuxuan
Air Temperature, Evapotranspiration , Rain , Soil Moisture/Water Content , Total Runoff
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
Disentangling the impact of climate and ecological restoration measures on ecosystem service: A case study in Yimeng mountains
2026
Ding, Honghao, Leng, Song, Xin, Haoran, Zhu, Henghua, Sun, Ranhao
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 , Terrestrial Ecosystems , Biomass, LIDAR WAVEFORM
Downscaling MicrowaveBased Evapotranspiration With a FourierSupervised MultiSource Fusion Network in CentralSouthern East Asia
2026
Li, Haoyang, Li, Dong, Wang, Yipu, Liu, Qingyang, Hu, Jiheng, Song, Binbin, Wu, Shengli, Zhang, Peng, Hong, Danfeng, Li, Rui
Land Use/Land Cover Classification , Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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
Ecosystem vertical structural complexity and soil nutrition
2026
Cao, Yue, Hao, Xinyi, Yu, Fei, Wang, Rui, Li, Huiwen
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Canopy Characteristics, Biomass, Vegetation Height, Forest Composition/Vegetation Structure
Evapotranspiration of pine forests: a global synthesis
2026
Sun, Ge, Aguilos, Maricar, Liu, Ning, Boggs, Johnny, Amatya, Devendra, Zhang, Lulu, Hao, Lu
Evapotranspiration
Evapotranspiration Profiles and Trends in Seasonally Dry and Seasonally Humid Tropical Forests
2026
Teixeira, Lucas de Morais, Cabral Junior, Jorio Bezerra, da Silva, Helder Jose Farias, Silva, Fabricio Daniel dos Santos, de Oliveira, Gabriel, Rodrigues, Daniele Torres
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
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
Exploring the Fire Regime in Gile National Park, Zambezia Province, Central Mozambique
2026
Domingos, Joao C., Montfort, Frederique, Lisboa, Sa N., Buramuge, Victorino, Senkoro, Annae, Maquia, Ivete S., Ribeiro-Barros, Ana I., Ribeiro, Natasha S.
Evapotranspiration , Latent Heat Flux
Estimation of actual evapotranspiration from the SEBAL model and comparison with four datasets in an irrigation district of China
2026
Cheng, Huan, Liu, Dengfeng, Ming, Guanghui, Han, Songjun, Khan, Mohd Yawar Ali, Wang, Lei, Li, Qiang
Evapotranspiration , Latent Heat Flux