Earth observation and machine-learning-based mapping of 0-1 m soil
2026
Xiao, Yao, Hu, Guojie, Zhao, Lin, Du, Erji, Xing, Zanpin, Li, Ren, Wu, Tonghua, Wu, Xiaodong, Liu, Guangyue, Zou, Defu, Zhao, Yonghua, Zhou, Nan, Wu, Yifan
Soil Moisture/Water Content , Soil Depth, Active Layer
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
Effect of Climatic Aridity on Above-Ground Biomass, Modulated by Forest Fragmentation and Biodiversity in Ghana
2026
Njomaba, Elisha, Aikins, Ben Emunah, Surovy, Peter
Canopy Characteristics, Vegetation Cover, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation , Lidar, Topography , Vegetation Height
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)
Effects of green infrastructure composition and configuration on runoff
2026
Liu, Ling, Chen, Zhaofang, Lu, Xinghao, Wang, Yuncai
Runoff , Soil Texture
Effects of River Channel Structural Modifications on High-Flow Characteristics Using 2D Rain-on-Grid HEC-RAS Modelling: A Case of Chongwe River Catchment in Zambia
2026
Mudenda, Frank, M. Mwangi, Hosea, Gathenya, John M., Maina, Caroline W.
Runoff , Soil Texture
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
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
Emergent turnover time and temperature sensitivity of global soil carbon
2026
Hashimoto, Shoji, Ito, Akihiko, Nishina, Kazuya
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile, Autotrophic Respiration (ra), Heterotrophic Respiration (rh)
Emissivity-Driven Directional Biases in Geostationary Satellite Land Surface Temperature: Integrated Comparison and Parametric Analysis Across Complex Terrain in Hunan, China
2026
Fan, Jiazhi, Han, Qinzhe, Sui, Bing, Chen, Leishi, Yang, Luping, Lv, Guanru, Zhou, Bi, Li, Enguang
Topographical Relief Maps, Terrain Elevation , Digital Elevation/Terrain Model (DEM)
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
Elevation uncertainties in the Mekong Delta quantified using a transferable approach
2026
Seeger, Katharina, Minderhoud, Philip S. J.
Digital Elevation/Terrain Model (DEM) , Climate Adaptation
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
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 aboveground biomass estimation in tropical dry forests with GEDI, Sentinel-1/2 and national Forest inventory data
2026
Reyes-Palomeque, Gabriela, Andres-Mauricio, Juan, Hernandez-Martinez, Luis A., Pena-Lara, Victor, Tun-Dzul, Fernando, Hernandez-Stefanoni, Jose Luis
Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography , Vegetation Height, Digital Elevation/Terrain Model (DEM) , VIEWING GEOMETRY, Terrain Elevation
Assessing Long-Term Spatiotemporal Dynamics of Microphytobenthos in a Korean Intertidal Flat Using Harmonized Landsat and Sentinel-2 (HLS) Data
2026
Koh, Sooyoon, Baek, Seungil, Lee, Jong Hyuk, Noh, Jaehoon, Lee, Howon, Hyun, Myung Jin, Kim, Wonkook
Reflectance
Assessing SMAP for enhanced wildfire danger prediction in boreal-Arctic ecosystems
2026
Bourgeau-Chavez, Laura L., Hanes, Chelene, Billmire, Michael, Bosse, Karl, Battaglia, Michael J., Colliander, Andreas
Soil Temperature, Soil Moisture/Water Content , Soil Horizons/Profile, Soil Depth, Active Layer, Brightness Temperature
Aridity modulates spatiotemporal changes in carbon allocation to leaves in Northern Hemisphere grasslands
2026
Wu, Xiao, Bai, Wenrui, Gao, Chengxi, Zhou, Wencun, Lin, Shaozhi, Dai, Junhu, Wang, Huanjiong
Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Anthropogenic Forcings Intensify Droughts More Severely in Drylands than in Humid Regions
2026
Zhang, Yanting, Wu, Renguang, Zheng, XiaoTong, Mei, Jiahui, Sun, Lin
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
Anthropogenic Infrastructures Shape Brown Bear Movements in HumanModified Landscapes
2026
GarciaSanchez, Pino, Penteriani, Vincenzo, del Mar Delgado, Maria, Falcinelli, Daniele, Fedorca, Ancuta, Gentle, Louise K., Kojola, Ilpo, Heikkinen, Samuli, Find'o, Slavomir, Skuban, Michaela, Fedorca, Mihai, Ionescu, Ovidiu, Ionescu, Georgeta, Jurj, Ramon, Popa, Marius, Ordiz, Andres, Swenson, Jon E., Uzal, Antonio
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps
Analyzing Facade Degradation across US Regions: A Model-Based Assessment of Geographic Stressors
2026
Cabonce, Michelle, White, Justin, Mulholland, Sean M.
Emissivity, Land Surface Temperature , Reflectance , Nitrogen Dioxide
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 CHARACTERIZATION OF GUATEMALA FOR ENERGY-EFFICIENCY CONSIDERATIONS IN BUILDINGS
2026
Ramirez, America Alonso, Mazariegos, Edson Hernandez
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
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