Annually resolved atmospheric CO2 growth rate over the past nine centuries
2026
Zhang, Xu, Li, Jinbao, Liu, Laibao
Land Use/Land Cover Classification
Assessing Consistency in Fuel Consumed Between Activity-Based Wildfire
2026
Saide, P. E., Wu, Y., Arnold, M., Thapa, L. H., Soja, A., Gargulinski, E., Li, F., Wiedinmyer, C., Emmons, L. K., Tang, W., Westerling, A. L., Xu, Q., Ordway, E. M., Queally, N., Kueppers, L.
Land Use/Land Cover Classification , 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
Amazon forest loss: An all-sky biophysical top-of-atmosphere cooling feedback
2026
Dror, Tom, Feingold, Graham
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, Land Use/Land Cover Classification
An improved global database and model of plant available soil phosphorus
2026
McDowell, Richard W., Noble, Alasdair D. L., Doscher, Crile, Helfenstein, Julian
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
An integrated heat and pollution index for sustainable urban planning: Evidence from Delhi
2026
Kuttippurath, Jayanarayanan, Patel, Vikas Kumar
Land Use/Land Cover Classification
A global 0.05 gross primary production dataset from 2001 to 2024 generated using a hybrid LSTM framework
2026
Chen, Shaoyang, Liu, Xinjie, Han, Qizhi, Wu, Yanhong, Liu, Liangyun
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo , Anisotropy, Reflectance , Photosynthesis, Primary Production, Vegetation Productivity
A high-resolution (daily and 1 km) atmospheric moisture collection over the North China Plain during 20032020
2026
Su, Zhiying, Zhang, Hui, Li, Xiang, Wu, Sijia, Shi, Manqing, Luo, Ming
Land Use/Land Cover Classification , Aerosol Optical Depth/Thickness , Land Surface Temperature , Emissivity
A long-term daily 500 m snow cover extent product over China (19812000)
2026
Shen, Yanlong, Wang, Xiaoyan, Zhu, Ruixiang, Liang, Shi, Che, Tao, Hao, Xiaohua
Land Use/Land Cover Classification
A Model for Dry Deposition of Atmospheric Micro-and Nanoplastic Fibers
2026
Foroutan, Hosein
Land Use/Land Cover Classification
A New Addition to Global Soil Moisture Mapping: CFOSAT Scatterometer
2026
Duan, Pan, Zhao, Tianjie, Lu, Haishen, Lang, Shuyan, Zheng, Jingyao, Bai, Yu, Peng, Zhiqing, Wagner, Wolfgang, Guo, Peng, Shi, Hongtao, Sun, Congrong, Jia, Li, Zhu, Di, Dong, Xiaolong, Shi, Jiancheng
Land Use/Land Cover Classification
A Stepwise Approach for Monitoring Spring Maize Phenology Using Fused
2026
Ma, Yuyang, Guan, Haixiang, Fang, Zhou, Shuai, Yan, Huang, Bo, Li, Xuecao, Huang, Jianxi
Land Use/Land Cover Classification
A US scientific community review of carbon cycle science gaps and
2026
Parazoo, N.C., Carroll, D., Abshire, J.B., Bar-On, Y.M., Birdsey, R.A., Bloom, A.A., Bowman, K.W., Braghiere, R.K., Bruhwiler, L.M., Byrne, B., Chatterjee, A., Crisp, D., Duncanson, L., Feldman, A.F., Fox, A.M., Frankenberg, C., Gay, B.A., Hopkins, F., Hoffman, F.M., Holmquist, J.R., Hutyra, L.R., Keller, M., Koven, C.D., Laughner, J.L., Liu, J., Lovenduski, N.S., MacBean, N., McKinley, G.A., McNicol, G., Menemenlis, D., Michalak, A.M., Miller, C.E., Nesser, H., Oda, T., Ordway, E.M., Ott, L.E., Paustian, K., Pierrat, Z.A., Poulter, B., Reed, S.C., Schimel, D.S., Serbin, S.P., Saatchi, S.S., Suto, H., Windham-Myers, L., Wunch, D.
Biomass, Forests, Vegetation Height, DISTURBANCE
A versatile classification model for assessing tree crown components across Central Amazon forests using RGB drone imagery
2026
Simonetti, Adriana, Marra, Daniel Magnabosco, Goncalves, Nathan Borges, Lopes, Aline P., Higuchi, Niro, Wu, Jin, Nelson, Bruce Walker
Land Use/Land Cover Classification
A Costefficient and robust approach to monitor ecosystem photosynthesis using nearinfrared enabled cameras
2026
Syahid, Luri Nurlaila, Luo, Xiangzhong, Zhao, Ruiying, Yu, Liyao, Tan, Li Ming, Detto, Matteo, Sonnentag, Oliver
Reflectance , Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Cover, Plant Phenology, Plant Characteristics
Innovative hybrid models combining CART and meta-heuristic algorithms for flood susceptibility mapping
2026
Mishra, Bibhu Prasad, Ghose, Dillip Kumar, Satapathy, Deba Prakash
Land Use/Land Cover Classification
Intensified drought and vegetation-specific responses in the Tianshan Mountains, Central Asia
2026
Wang, Huaijun, Chen, Yaning, Ren, Liang, Li, Zhi, Feng, Ru, Ren, Zhiguo, Li, Yuanqiao, Yang, Yaxue, Pan, Yingping
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Mapping the global development likelihood of wastewater treatment plants using a novel positive-unlabeled deep neural network
2026
Li, Wenkai, Liu, Hongliang, Li, Mingxuan
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification
Mechanistic dichotomy in permafrost thaw between Alaska and the Qinghai-Tibet Plateau
2026
Li, Guanji, Zhang, Mingyi, Pei, Wansheng, Bai, Ruiqiang, Zhou, Yanqiao, Wang, Jiwei, Yang, Xiaoman
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Intensifying precipitation extremes and landslide susceptibility using machine learning in the Upper Ganga Sub-Basin, India
2026
Upadhyaya, Anup, Rai, Abhishek Kumar
Population , Reforestation, Terrestrial Ecosystems , Permafrost , Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Growth/Melt , Ice Roughness, Ice Temperature, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Reflectance , Sea Ice Motion , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice, Snow Cover , Landslides , Aeolian Landforms , Coastal Landforms , Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms , Land Use/Land Cover Classification , Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation , Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds , Ice Deformation, Ice Depth/Thickness , Ice Edges, Ice Extent , Ice Floes, Ice Roughness, Ice Types, Icebergs , Leads, Pack Ice , Polynyas , Sea Ice Motion , Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes , Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion , Glacier Topography/Ice Sheet Topography, Glaciers , Ice Sheets, Icebergs , Ice Extent , Ice Growth/Melt , Ice Motion, Ice Velocity, Lake Ice , Permafrost , River Ice
Interannual variations in terrestrial carbon uptake are dominated by temperature and the vapor pressure deficit rather than water availability
2026
Jiang, Dong, Yu, Zhe, Wang, Jianhua, Hao, Mengmeng, Zhang, Xingxing, Yan, Xiaoxi, Liu, Jinglei, Li, Zhaoxing, Liu, Zhaofei
Land Use/Land Cover Classification , Gross Primary Production (gpp), Vegetation Cover, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production
Local and remote drivers of increased variability in extreme wildfire
2026
Kim, Kiwook, Lee, Myong-In, Lee, Seungseok, Choi, Nakbin, Jin, Fei-Fei, Min, Seung-Ki, Kam, Jonghun
Land Use/Land Cover Classification
MACH: A Multi-Attribute Catchment Hydrometeorological dataset
2026
Sink, Katharine, Brikowski, Tom
Vegetation Index, Normalized Difference Vegetation Index (NDVI)
Machine learning reveals hidden bias in ERA5 cloud heights over Earth's third pole
2026
Zhao, W., Wang, Y. N., Pan, Y. B., Pan, L. J., Bi, Y. H., Wu, X., Tian, Y. F., Qiu, Y. H., Wang, T. Q., Lu, D. R.
Cloud Types, Cloud Properties, Cloud Liquid Water/Ice, Land Use/Land Cover Classification
Machine learning technique for net ecosystem exchange of carbon dioxide simulation and assessment: a regional analysis of Japanese islands
2026
Gorbarenko, Artem, Gorbarenko, Elizaveta, Mikhailov, Dmitry, Vlasov, Alexander, Saeed, Muhammad
Land Use/Land Cover Classification , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity
Mapping crop types in smallholder mono- and intercropping systems with multi-sensor data in regions with multiple growing cycles
2026
Akinyemi, Felicia O., Rufin, Philippe, Ibrahim, Esther Shupel, Hostert, Patrick, Ogunsumi, Lucia O., Egbetokun, Olugbenga A., Ifejika Speranza, Chinwe
Land Use/Land Cover Classification