Global soil moisture dynamics under future scenarios: evaluation-constrained multi-model ensemble and climatic attribution analysis
2026
Song, Qian, Liu, Yangxiaoyue, Xu, Jie
Land Use/Land Cover Classification
Global SpringAutumn Phenology Coupling Inferred from Satellite Observations and Reanalysis-Based Climate Limitations
2026
Li, Xiaolu, Wei, Yu, Qiu, Tong, Donnelly, Alison, Wang, Yetang
Plant Phenology, Enhanced Vegetation Index (EVI)
Global UrbanRural Differences in Precipitation: Cities See More Light Rain But Milder Extremes
2026
Ding, Mingze, Zheng, XiaoTong, Li, Dan, Li, Zhe, Chen, Haonan, Sun, Ting
Land Use/Land Cover Classification
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
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
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
EXtreFormer: a general deep learning framework for forecasting compound extreme events: experience with dry-hot extremes and vegetation response
2026
Subhadarsini, Suchismita, Nagesh Kumar, D., Govindaraju, Rao S.
Land Use/Land Cover Classification
High Spatio-Temporal Resolution CYGNSS Reflectivity Reconstruction via
2026
Li, Xiangle, Yang, Wentao, Wang, Dong, Li, Weixin, Wang, Dandan, Yang, Lei
Land Use/Land Cover Classification
Higher optimal temperature for vegetation transpiration than for photosynthesis
2026
Xia, Haoyu, Zhang, Fangyue, Ciais, Philippe, Stoy, Paul C., Penuelas, Josep, Lian, Xu, Wang, Ying-Ping, Makowski, David, Luo, Yiqi, Niu, Shuli, Yu, Guirui, Huang, Jing, Wang, Xiang, Zahn, Einara, Fu, Zheng
Land Use/Land Cover Classification
Higher tree diversity reduces the likelihood of Amazon tipping points
2026
Van Passel, Johanna, Van Meerbeek, Koenraad, Bernardino, Paulo Negri, De Keersmaecker, Wanda, Lhermitte, Stef, Rius, Bianca Fazio, Somers, Ben
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Albedo , Anisotropy, Reflectance , 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
Development of a Mesoscale- and Tide-Resolving Ocean-Biogeochemistry
2026
Damien, Pierre, Molemaker, Jeroen, McCoy, Daniel, Dollery, Devin, Guiet, Jerome, Bianchi, Daniele, McWilliams, James C.
Chlorophyll Concentration, Chlorophyll , Chlorophyll , Chlorophyll , Chlorophyll Concentrations, Phytoplankton
Development of Gridded Root-Zone Soil Moisture Product for India
2026
Chuphal, Dipesh Singh, Abhishek, Kushwaha, Anuj Prakash, Vangala, Gayathri, Mishra, Vimal
Land Use/Land Cover Classification
Development of high-resolution regional aerosol climate model:
2026
Yasui, Ryosuke, Tomisawa, Kei, Sato, Yousuke, Takemura, Toshihiko
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance , Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds, Leaf Area Index (LAI) , Normalized Difference Vegetation Index (NDVI)
Multi-Agent Federated Learning Using Covariance-Based Nearest Neighbor Gaussian Processes
2026
Kontoudis, George P., Stilwell, Daniel J.
Sea Surface Temperature
Multi-layer model requires accurate information of vertical structure to
2026
Xie, Jiangliu, Yin, Gaofei, Lin, Shangrong, Xin, Xiaozhou, Zhang, Hu, Liu, Xinjie, Liu, Qinhuo, Verger, Aleixandre, Descals, Adria, Filella, Iolanda, Penuelas, Josep
Land Use/Land Cover Classification
Neural Network Algorithms for Estimating Snow Depth and Scattering Mean Free Path from ICESat-2 Measurements of Multiple Scattering Inside Snow
2026
Zhou, Yinuo, Hu, Kyle, Lu, Xiaomei
Brightness Temperature, Sea Ice Concentration, Sea Ice Concentration, Snow Depth , Snow Depth
Modeling forest bird distributions with bioclimatic, forest composition, and GEDI fusion forest structure variables: the importance of ecoregional perspectives
2026
Elliott, Lisa H, Vogeler, Jody C, Holbrook, Joseph D, Barry, Brent R, Vierling, Kerri T
Land Use/Land Cover Classification
Modelling Air Temperature in Coastal Systems: A MODIS Estimation in Cananeia-Iguape, Brazil
2026
Baratto, Jakeline, de Bodas Terassi, Paulo Miguel, Gobo, Joao Paulo Assis, Galvani, Emerson
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
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)
Orchids in the Open: Understanding Biodiversity Beyond Madagascar's
2026
Wieczorkowski, Jakub D., Rajaovelona, Landy R., Hermans, Johan, Stevart, Tariq, Razanajatovo, Henintsoa, Droissart, Vincent, Pennington, R. Toby, Zizka, Alexander, Lehmann, Caroline E. R.
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
PeatDepth-ML: a global map of peat depth predicted using machine learning
2026
Skye, Jade, Melton, Joe R., Goldblatt, Colin, Gallego-Sala, Angela, Garneau, Michelle, Winton, Scott
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Normalized Difference Vegetation Index (NDVI), Vegetation Index , Brightness Temperature, Surface Soil Moisture
Persistent 20232025 Wildfire Extremes in Canada Produced Unprecedented Emissions and AirQuality Impacts
2026
Chen, Yang, Field, Robert D., Scholten, Rebecca C., Randerson, James T.
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Humidity , Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone, Fire Dynamics, Surface Radiative Properties , Land Surface Temperature , Fire Occurrence, THERMAL ANOMALIES, Surface Thermal Properties
Photosynthetic Recovery Dynamics Reveal Declining Vegetation Functional
2026
Behera, Subhrasita, Diao, Chan, Bathiany, Sebastian, Boers, Niklas, Dutta, Debsunder
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 , Land Use/Land Cover Classification
Prediction of suitable habitat and spread of Leptoglossus occidentalis in East Asia
2026
Miao, Lexing, Xia, Canwei
Land Use/Land Cover Classification
Quantifying the impact of vegetation on carbon monoxide reduction using multi-source remote sensing in China
2026
Yao, Jiaqi, Wei, Jing, Liu, Tong, Cao, Yongqiang, Zhai, Haoran, Gong, Haiying, Liu, Zihua, Xu, Nan, Lu, Hui
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Land Use/Land Cover Classification