Global daily 1 km gapless XCO2 (20032023) derived from multi-satellite observations and a spatiotemporal deep learning framework
2026
Wang, Jiawei
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Ensemble numerical simulation of permafrost thermal regimes over the Tibetan Plateau using the Flexible Permafrost Model: 19502023
2026
Sun, Wen, Cao, Bin
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Brightness Temperature, Surface Soil Moisture
Exploring the Potential of Sub-Daily Microwave Remote Sensing Observations for Estimating Evaporation in Forests
2026
Tronquo, Emma, Lievens, Hans, Steele-Dunne, Susan C., Verhoest, Niko E. C., Miralles, Diego G.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification , Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile
FoScenes: A high-fidelity, large-scale 3D forest plant area density product derived from open-access airborne lidar data
2026
Zhou, Cailin, Yin, Tiangang, Wei, Shanshan, Cook, Bruce D., Tan, Weiwei, Yan, Wai Yeung, Chen, Qi, Gastellu-Etchegorry, Jean-Philippe
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
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
Greening and browning of global drylands: climatic constraints from soil moisture and atmospheric water demand
2026
Daramola, Mojolaoluwa Toluwalase, Li, Renqiang, Xu, Ming
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation
Global near real-time 500 m 10 d FPAR dataset from MODIS and VIIRS for operational agricultural monitoring and crop yield forecasting
2026
Seguini, Lorenzo, Klisch, Anja, Meroni, Michele, Vrieling, Anton, Manfron, Giacinto, Atzberger, Clement, Rembold, Felix
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
Global patterns and controls of terrestrial above-and belowground
2026
Wang, Shuai, Wang, Yingping, Zhang, Lu, Cheng, Lei, Zou, Kaijie, Zhou, Lihao, Wang, Yafei, Ye, Linyuan, Wu, Yue, Chang, Liwei, Qin, Shujing, Liu, Pan
Biomass Dynamics, Primary Production, Biomass, Photosynthesis, Vegetation Productivity, Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Evapotranspiration declines prolonged by deforestation and fire in South American biomes
2026
Ahmad, Shahryar K., Holmes, Thomas R., Kumar, Sujay V., Lahmers, Timothy M., Konapala, Goutam, Getirana, Augusto, Nie, Wanshu, Liu, Pang-Wei, Hain, Christopher R., Locke, Kim A., Libonati, Renata
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
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
Climate change will increase forest disturbances in Europe throughout the 21st century
2026
Grunig, Marc, Rammer, Werner, Senf, Cornelius, Albrich, Katharina, Andre, Frederic, Augustynczik, Andrey L. D., Baumann, Martin, Bohn, Friedrich J., Bouwman, Meike, Bugmann, Harald, Collalti, Alessio, Cristal, Irina, Dalmonech, Daniela, De Coligny, Francois, Dobor, Laura, Dollinger, Christina, Espelta, Josep Maria, Forrester, David I., Garcia-Gonzalo, Jordi, Gonzalez-Olabarria, Jose Ramon, Hiltner, Ulrike, Hlasny, Tomas, Honkaniemi, Juha, Huber, Nica, Jonard, Mathieu, Jonsson, Anna Maria, Kunstler, Georges, Lagergren, Fredrik, Lindner, Marcus, Mina, Marco, Moos, Christine, Morin, Xavier, Muys, Bart, Nabuurs, Gert-Jan, Nieberg, Mats, Patacca, Marco, Peltoniemi, Mikko, Reyer, Christopher P. O., Schelhaas, Mart-Jan, Storms, Ilie, Thom, Dominik, Toigo, Maude, Seidl, Rupert
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Physically interpretable AlphaEarth foundation model embeddings enable LLM-based land surface intelligence
2026
Rahman, Mashrekur
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Population Density
Prediction of maize yield in Uganda using CNN-LSTM architecture on a multimodal climate and remote sensing dataset
2026
Taremwa, Danison, Ahishakiye, Emmanuel, Obbo, Aggrey, Kisozi, Paul Kategaya, Kaggwa, Fred
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Optimization of Parsimonious and Synchronized Discharge and Dissolved
2026
Pesantez, Juan, Birkel, Christian, Gaona, Gabriel, McDowell, William H., Shattuck, Michelle D., Potter, Jody D., Contosta, Alexandra R., Wymore, Adam S.
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Opportunistic growth phenology and water-use of semi-arid tree species of northern Arizona
2026
Teets, Aaron, Carbone, Mariah S, Koch, George, Kolb, Thomas, Morino, Kiyomi, Basler, David, Rademacher, Tim, Richardson, Andrew D
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
NortheastChinaSoybeanYield20m: an annual soybean yield dataset at 20 m in Northeast China from 2019 to 2023
2026
Xu, Jingyuan, Du, Xin, Dong, Taifeng, Li, Qiangzi, Zhang, Yuan, Wang, Hongyan, Xiao, Jing, Zhang, Jiashu, Shen, Yunqi, Dong, Yong
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Nonlinear impacts of urban size and vegetation cover on global surface
2026
Jiang, Song, Zhao, Yongling, Zhao, Lei, Strebel, Dominik, Derome, Dominique, Urge-Vorsatz, Diana, Carmeliet, Jan, Peng, Jian
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Publicly available soil moisture datasets: an overview and the UB-SMDC portal
2026
Mohseni, Farzane, Haunert, Jan-Henrik
Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content , Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Total Runoff
MERRA-2 tavg1_2d_lnd_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXLND) at GES DISC MERRA-2 tavgM_2d_lnd_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXLND) at GES DISC MERRA-2 tavgU_2d_lnd_Nx: 2d,diurnal,Time-Averaged,Single-Level,Assimilation,Land Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TUNXLND) at GES DISC
Productivity-driven decoupling of microbial carbon use efficiency and respiration across global soils
2026
Cui, Yongxing, Peng, Shushi, Delgado-Baquerizo, Manuel, Moorhead, Daryl L., Sinsabaugh, Robert L., Terrer, Cesar, Smith, Thomas P., Kuzyakov, Yakov, Penuelas, Josep, Zhu, Biao, Tao, Feng, Hong, Songbai, Chen, Ji, Rillig, Matthias C.
Biomass, Forests, Grasslands, Alpine/Tundra, Leaf Area Index (LAI) , Normalized Difference Vegetation Index (NDVI)
Real-time generation of gap-free MODIS leaf area index product from 2000
2026
Zhang, Guodong, Ni, Yimin, Sun, Gang, Yin, Gaofei, Zhao, Wei, Ding, Anxin, Liu, Xinyan, Zhang, Yi, Hu, Jiangchuan, Li, Zongyan, Chen, Rui, Wang, Meilian, Verger, Aleixandre
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation
Soybean yield estimation in the Brazilian Midwest using Sentinel-2 imagery
2026
de Carvalho Pereira, Ester, Pereira dos Santos, Geovani, Chaves, Michel E. D., Salgado, Gabriela Cristina, Poppiel, Raul Roberto, Kaster, Daniel S., Yuan, Wenping, Junqueira, Cynthia, Chinatto, Adilson, dos Santos Luciano, Ana Claudia
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity
Simulation of Active and Passive Satellite Observations and Estimation of Vegetation Optical Depth Across Different Frequencies Based on a Theoretical Scattering Model in the Tibetan Grassland
2026
Bai, Xiaojing, Zheng, Donghai, Liu, Xiangzhuo, He, Jie
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Sensitivities of mean and extreme streamflow to climate variability across Europe
2026
Hemshorn de Sanchez, Anna Luisa, Berghuijs, Wouter R., Van Loon, Anne F., Hendriks, Dimmie, van der Velde, Ype
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
Reconciling remote sensing and reanalysis land surface temperatures: How surface conditions shape systematic differences between GOES-16 and MERRA-2 across ...
2026
Kathuria, Dhruva, Konings, Alexandra G., Kolassa, Jana, Liu, Yanlan, Zhao, Meng, Shiklomanov, Alexey N
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Terrain Elevation
Satellite-based detection of agricultural flash droughts and associated vegetation responses in southeastern South America
2026
Masaro, Lumila, Lovino, Miguel A, Pierrestegui, M Josefina, Muller, Gabriela V, Dorigo, Wouter
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration , Latent Heat Flux, Reflectance , Root Zone Soil Moisture, Surface Soil Moisture