A super-resolution framework for downscaling machine learning weather prediction toward 1-km air temperature
2026
Park, Hyebin, Park, Seonyoung, Kang, Daehyun, Kim, Jeong-Hwan
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Advancing ecohydrological modelling: coupling LPJ-GUESS with ParFlow for integrated vegetation and surface-subsurface hydrology simulations
2026
Jia, Zitong, Chen, Shouzhi, Fu, Yongshuo H., Martin Belda, David, Warlind, David, Olin, Stefan, Xu, Chongyu, Tang, Jing
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Characterization of irrigation timing using thermal satellite
2026
Jalilvand, Ehsan, Kumar, Sujay V., Truong, Charles, Haacker, Erin, Mahanama, Sarith
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Climate change-driven hydroclimatic shifts and energy prospects: Insights from a snow-fed river basin in Western Himalaya
2026
Kant, Chander, Meena, Ray Singh, Singh, Sudhir Kumar, Thakur, Praveen Kumar, Sharma, Ashutosh
Land Use/Land Cover Classification
Climate impacts from North American boreal forest fires
2026
van Gerrevink, Max J., Veraverbeke, Sander, Cooperdock, Sol, Potter, Stefano, Zhong, Qirui, Moubarak, Michael, Virkkala, Anna-Maria, Goetz, Scott J., Mack, Michelle C., Randerson, James T., Schutgens, Nick, Turetsky, Merritt R., van der Werf, Guido R., Rogers, Brendan M.
Radiative Forcing, Forests, Alpine/Tundra, Albedo , Vegetation Cover, Biomass Burning, Surface Temperature , Precipitation Amount, Fire Dynamics, Fire Occurrence, Carbon , Burned Area, Biomass, Soil Moisture/Water Content , Topographic Effects, Emissions, Carbon , Land Use/Land Cover Classification , Reflectance , Dominant Species, Respiration Rate, Carbon Flux , Atmospheric Carbon Dioxide, Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Anisotropy
Environmental dynamics recorded at Dupljaja loess section (southeastern Carpathian Basin, northern Serbia)
2026
Markovic, Slobodan B., Hao, Qingzhen, Ludwig, Patrick, Zeeden, Christian, Peric, Zoran M., Mihailovic, Dusan, Radovic, Predrag, Roksandic, Mirjana, Lindal, Joshua, Krsmanovic, Petar, Baykal, Yunus, Vandenberghe, Jef, Bosnic, Milica G., Soreghan, Gerilyn, Markovic, Rastko S., Cai, Binggui, Li, Miaofa, Moska, Piotr, Lukic, Tin, Timar-Gabor, Alida, Gavrilov, Milivoj B., Sipos, Gyorgy
Vegetation Index, Vegetation Cover, Vegetation Index , Deciduous Vegetation, Reflectance
Enhancing 5-day particulate matter (PM10) forecasts in Morocco using U-net: A deep learning approach
2026
Houdou, Anass, Khomsi, Kenza, Delle Monache, Luca, Hu, Weiming, Boutayeb, Saber, Belyamani, Lahcen, Abdulla, Fayez, el Badisy, Imad, K. Al-Delaimy, Wael, Khalis, Mohamed
Land Use/Land Cover Classification
Enhancing Estimation of Fine Particulate Matter Chemical Composition across North America by Including Geophysical A Priori Information in Deep Learning with ...
2026
Shen, Siyuan, van Donkelaar, Aaron, Jacobs, Nathan, Li, Chi, Martin, Randall V.
Land Use/Land Cover Classification
Enhanced effect of warming on the leaf-onset date of boreal deciduous broadleaf forest
2026
Li, Wenyu, Lu, Hui, Chen, Jing M., Piao, Shilong, Keenan, Trevor F., Miao, Guofang, Liu, Qiang, Zang, Zhou, Xu, Nan, Liu, Jane, Cheng, Qu, Wang, Han, Wang, Rong, Ji, Wenjie, Zhu, Peng, Li, Congcong, Xin, Qinchuan, Gong, Peng
Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index , Land Use/Land Cover Classification
Cross-scale Separation of Climate and Human Impacts on Runoff Using a Dual-Step Refined Time-varying Attribution Model
2026
Zheng, Ziqin, Dong, Zengchuan, Wang, Wenzhuo, Meng, Jinyu, Ke, Hao, Zhang, You
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Constraining orientation statistics of ice crystals in clouds with observations from deep space
2026
Kostinski, Alexander, Marshak, Alexander, Varnai, Tamas
Land Use/Land Cover Classification
Conservation of an endangered amazonian primate: priority areas for the
2026
Albernaz, Ana Luisa, Thales, Marcelo Cordeiro, Gordo, Marcelo, Lagroteria, Diogo, Sobroza, Tainara V., Magnusson, William E., Fearnside, Philip M., Jerusalinsky, Leandro, de Azevedo, Renata Bocorny, Castro, Rodrigo Baia, Campista, Dayse, Spironello, Wilson Roberto, Noronha, Mauricio
Electricity, Energy Production/Use , Human Settlements, Population Distribution , Sustainable Development , Wetlands , Land Use/Land Cover Classification , Inundation
Divergent demographic responses of boreal-breeding ducks to growing season variability
2026
Messmer, David J., Slattery, Stuart, Drever, Mark C., Derksen, Chris, Clark, Robert G.
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Do CMIP6 earth system models outperform their predecessors in simulating
2026
Xu, Ruixuan, Zhao, Weiqing, Cao, Sen, Zhu, Zaichun
Plant Phenology, Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification
Dynamic Modeling of Ammonia Emissions and Nitrogen Deposition via Online Coupling of WRFChem and NoahMPCN
2026
Cao, Yeer, Ren, Chuanhua, Zhang, Han, Wei, Zhongwang, Guo, Yixin, Cai, Xitian
Land Use/Land Cover Classification
Dynamics of forest vegetation in East Asia over the past 40 years and its response to hydrothermal conditions
2026
Liang, Yuqi, Mao, Kebiao, Yuan, Zijin, Shi, Jiancheng
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Drought indices predict changes in live fuel moisture content (LFMC)
2026
Liu, Xiangzhuo, Martin-StPaul, Nicolas, Ruffault, Julien, Lai, Gengke, Raynal, Kevyn, Raquel, RodriguezSuquet, Wang, Huan, Parsons, Russell, Dupuy, Jean-Luc, Pimont, Francois
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
Earth observation for land representation: implementing the Paris Agreement requirements for greenhouse gas reporting
2026
Cima, Valentina, Vitullo, Marina, Boni, Roberta, Fiore, Angela, Tornato, Antonella, Taramelli, Andrea
Land Use/Land Cover Classification
DroughtDriven Water Insecurity in an Emerging Indian Megacity: A Coupled MultiAgent Systems Approach for Policy Evaluation
2026
Wang, Ankun, Klassert, Christian J. A., Karutz, Raphael, Smilovic, Mikhail, Kahil, Taher, Burek, Peter, Zhu, Yuanzao, Zozmann, Heinrich, Klauer, Bernd, Kublbock, Karin, Omann, Ines, Figueroa, Anjuli Jain, Wada, Yoshihide, Naylor, Rosamond, Gorelick, Steven M.
Socioeconomics , Land Use/Land Cover
Cold-summer and summer-snowfall trends and their impacts on vegetation in a warming Mongolian Plateau
2026
Chen, Zhang, Lv, Junchen, Jiang, Hao, Lei, Dongyang, Xue, Jianguo, Li, Ang, Huang, Jianhui
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
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
Comparative analysis of machine learning biomass models against global remote sensing products using ground validation
2026
Paraseth, Prakash, Khanal, Arpan, Banerjee, Kakoli
Biomass, Forests, Vegetation Height, DISTURBANCE
Development of the long-term harmonized multi-satellite SIF (LHSIF) dataset at 0.05 resolution (19952024)
2026
Zou, Chu, Du, Shanshan, Liu, Xinjie, Liu, Liangyun
Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification , Reflectance , Primary Production, Chlorophyll , Photosynthesis, Leaf Characteristics, Albedo , Anisotropy
ERA5-Land: soil moisture dry-downs detection over the Argentine Pampas
2026
Beninato, Sabrina, Holzman, Mauro Ezequiel, Degano, Maria Florencia, Rivas, Raul Eduardo
Land Use/Land Cover Classification
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)