A Generalized resourceconstrained framework for quantifying ecosystem water and carbon fluxes
2026
Wang, Shuai, Zhang, Lu, Wang, YingPing, Cheng, Lei, Zou, Kaijie, Lei, Xuxin, Liu, Weibo, Wang, Yafei, Liu, Pan
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Leaf Characteristics, Photosynthetically Active Radiation
A global 500 m dataset of tree crown morphology to advance vegetation
2026
Xiang, Jiayi, Yuan, Hua, Dong, Wenzong, Wei, Zhongwang, Shangguan, Wei, Lin, Wanyi, Liu, Zhuo, Yu, Xinran, Dai, Yongjiu
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Forest Management
A Global Assessment of Climate Change and Anthropogenic Effects on Changes in Streamflow
2026
Yang, Ruting, Tang, Xiongpeng, Zhang, Silong, Gao, Chao, Liu, Yanli, Lu, Shuaifeng, Zhao, Fubo, Zhao, Bikui
Land Use/Land Cover Classification
A global dataset and map of soil phosphorus retention/sorption for assessing phosphorus use efficiency and loss to water
2026
McDowell, Richard W., Doscher, Crile, Noble, Alasdair, Burkitt, Lucy, Pavinato, Paulo S.
Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A global, daily carbon budget for terrestrial ecosystems constrained by satellite observations of soil moisture: The SMAP Level 4 carbon product at ten years
2026
Endsley, K. Arthur, Kimball, John S., Reichle, Rolf H., Ardizzone, Joseph V., Kundig, Tobias, Colligan, Thomas, Heinke, Jens, Kato, Etsushi, Knauer, Jurgen, Ma, Lei, Nutzel, Tobias, Sun, Qing, Yuan, Wenping
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Root Zone Soil Moisture, Surface Soil Moisture, Gross Primary Production (gpp), Heterotrophic Respiration (rh), NET ECOSYSTEM CO2 EXCHANGE (NEE), Soil Organic Carbon (SOC), Atmospheric Carbon Dioxide, Respiration Rate, Air Temperature, Surface Winds , Net Radiation, Heat Flux
A high-resolution near-surface meteorological forcing dataset for arid Xinjiang (3DVAR-MF-XJ)
2026
Xu, Yang, Zhang, Liang, Wang, Hui, Ning, Dongge, Bai, Mengxin, Cong, Xueping, Hao, Zhixin
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Use/Land Cover Classification
A Late Miocene Cold Spell in Zealandia: Evidence From the Whitianga
2026
Reichgelt, Tammo, Kennedy, Elizabeth M., Hayward, Bruce W., Ngadi, Natasha, Clowes, Christopher D.
Photosynthesis, Primary Production, Vegetation Productivity
A long-term (20002022), high-resolution (0.005) aboveground biomass dataset of global grasslands
2026
Wu, Pinzhen, Sun, Qingling, Wang, Daju, Si, Jiahe, Li, Baolin, Zhao, Xuetong, Zhu, Siyu, Li, Yong, Chen, Xiuzhi, Yuan, Wenping
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Land Use/Land Cover Classification , Reflectance , Biomass, Forests, Grasslands, Alpine/Tundra
A Multi-parameter Analysis of Hydro-ecological Shifts in an
2026
Mohanty, Dibya Jyoti, Rout, Jajnaseni
Reflectance , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux
A new vegetation health index based on vegetation optical depth: Development and application in vegetated Australia
2026
Sun, Shanlei, Ma, Aoge, Zu, Qianxue, Ma, Qianrong, Liu, Yi, Liu, Yibo, Mu, Mengyuan, Zhou, Yang, Hua, Wenjian, Zhou, Botao, Chen, Haishan
Land Use/Land Cover Classification
A novel classifier-guided ensemble framework for global terrestrial evapotranspiration estimates
2026
Ni, Le, Wang, Weiguang, Fu, Jianyu, Cao, Mingzhu
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
A novel ice cloud optical property model for passive and active remote sensing applications
2026
Coy, J., Yang, P., Meyer, K., Riedi, J., Liu, X.
Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Cloud Properties, Cloud Fraction, Cloud Top Height
A physically consistent soil thickness map of the Qinghai-Tibet Plateau
2026
Chen, Lihua, Ding, Xingyu, Zhao, Shuping, Niu, Fujun, Feng, Keting, Nan, Zhuotong
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Physics-Informed Framework Linking Satellite AOD and Ambient Particulate Matter: A Pilot Study
2026
Proietti Pelliccia, Giorgia, Brattich, Erika, Faggi, Andrea, Di Sabatino, Silvana, Maestri, Tiziano
Aerosol Optical Depth/Thickness
A remote sensing approach for measuring climatic change effects on snow cover dynamics
2026
Parizia, Francesco, De Petris, Samuele, Perotti, Luigi, Giardino, Marco, Borgogno-Mondino, Enrico
Albedo, Snow Cover
A single framework for assessing flash flood and landslide susceptibility: an application to the Mediterranean Liguria region, Italy
2026
Riveros, Alessia, Gunaratne, Chamidu, Martinelli, Mario, Sperna Weiland, Frederiek Christianne
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
A Strategy to Estimate High-Resolution Albedo Radiative Perturbations and Kernels of both Surface and TOA from Satellite Observations
2026
Yu, Pei, Wang, Tian-Xing, Leng, Wan-Chun, Wang, Gao-Feng, Xian, Yu-Yang, Yuan, Hong-Yin, Shi, Jian-Cheng
Albedo , Anisotropy
A survival guide for assessing global fire risks to natural and human systems
2026
Steinmann, Carmen B., Koh, Jonathan, Scholten, Rebecca C., Bresch, David N., Hantson, Stijn
Fire Ecology, Fire Occurrence, Burned Area, Biomass Burning, Wildfires
A vast valley network beneath the Greenland Ice Sheet
2026
Chartrand, Allison M., MacGregor, Joseph A., Morlighem, Mathieu, Sergienko, Olga V., Ockenden, Helen, Colgan, William T., Cheng, Gong
Bathymetry, Bed Elevation, Glacier/Ice Sheet Thickness, Terrain Elevation , Glacier Extent, Ice Velocity, Snow Grain Size, Surface Morphology, Glacier Elevation/Ice Sheet Elevation
AerosolIceCloud Interactions in a Perturbed Parameter Ensemble
2026
Duran, Brandon M., Lutsko, Nicholas J., Wall, Casey J.
Optical Depth/Thickness, Clouds , Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Vertical Distribution
Agricultural pesticide use and Alzheimer's disease dementia prevalence across US counties in a mixed supervisedunsupervised analysis
2026
Wang, Leon, Knox, Sara, Lawson, Andrew B., Mollalo, Abe
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Amazon deforestation reduces precipitation and soybean yields across Southern Brazil
2026
Li, Hao, Lesk, Corey S., Zhu, Lei, Crowther, Thomas W., Chen, Min, Ray, Deepak K., Mueller, Nathaniel D.
Vegetation Index , Landscape Patterns
State-of-the-art hydrological datasets exhibit low water balance consistency globally
2026
Huang, Hao, Liu, Junguo, Chen, Aifang, Ruiz-Vasquez, Melissa, Orth, Rene
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Index , Landscape Patterns, Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Root Zone Soil Moisture, Surface Soil Moisture
Strong global radiative effects from wildfire dark brown carbon
2026
Xu, Lulu, Lin, Guangxing, Wu, Chenglai, Chen, Xi, Wang, Hao, Chen, Cheng, Chakrabarty, Rajan K., Gao, Meng, Vakkari, Ville, van Zyl, Pieter G., Liu, Xiaohong
Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds
Surface Water Mapping and Flood Dynamics Monitoring Using CYGNSS and Deep Learning
2026
Perez, Roman Alarcia, Jr, Paulo T. Setti, Tabibi, Sajad
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Soil Moisture