2025 California Wildfire Observations Using Single FieldofView Sounder Atmospheric Products (SiFSAP)
2026
Lei, Liqiao, Liu, Xu, Wu, Wan, Xiong, Xiaozhen, Yang, Qiguang, Larar, Allen M.
Carbon Monoxide , Tropospheric Ozone, Geopotential Height, Tropopause, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Types, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature , Brightness Temperature, Infrared Radiance, Clouds , Cloud Frequency, REFLECTED INFRARED, Visible Radiance, Cloud Properties, Cloud Top Height, Cloud Emissivity, Aerosol Optical Depth/Thickness , Angstrom Exponent, Methane, Sulfur Dioxide
A Bayesian Multisource Fusion Model for Spatiotemporal PM2.5
2026
Riley, Abi I., Blangiardo, Marta, Piel, Frederic B., Beddows, Andrew, Beevers, Sean, Fuller, Gary W., Agnew, Paul, Pirani, Monica
Aerosol Optical Depth/Thickness
A comparative study of low-level jets in different climate regions in China using multi-site Doppler wind lidar observations
2026
Wang, Mengya, Wei, Tianwen, Lolli, Simone, Rocadenbosch, Francesc, Salcedo-Bosch, Andreu, Du, Yu, Wang, Yuan, Wang, Chenggang, Zong, Lian, Gu, Yefu, Wan, Bingcheng, Su, Lian, Wei, Fangzhi, Xia, Haiyun
Plant Phenology, Enhanced Vegetation Index (EVI)
A fan-shaped subglacial basin province in East Antarctica formed by rotational extension
2026
Armadillo, Egidio, Rizzello, Daniele, Balbi, Pietro, Ghirotto, Alessandro, Scafidi, Davide, Paxman, Guy J. G., Zunino, Andrea, Ferraccioli, Fausto, Crispini, Laura, Laufer, Andreas, Lisker, Frank, Ruppel, Antonia, Morelli, Danilo, Siegert, Martin
Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation , Basins, Coastline, Grounding Line, Ice Shelves, Ice Velocity
A 500-m Agricultural Drought Impact Dataset in China's Main Grain Region: Toward Impact-Based Drought Monitoring
2026
Shi, Jiali, Sang, Yan-Fang, AghaKouchak, Amir, Dash, Sonam Sandeep, Chan, Faith Ka Shun
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar)
A localized plant species-specific BVOC emission rate library of China established using a developed statistical approach based on field measurements
2026
Han, Huijuan, Jia, Yanqi, Shi, Rende, Nie, Changliang, Kajii, Yoshizumi, Wu, Yan, Li, Lingyu
Land Use/Land Cover Classification
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 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 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 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 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
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 high-resolution nested model to study the effects of alkalinity additions in Halifax Harbour, a mid-latitude coastal fjord
2026
Laurent, Arnaud, Wang, Bin, Atamanchuk, Dariia, Rakshit, Subhadeep, Azetsu-Scott, Kumiko, Algar, Chris, Fennel, Katja
Sea Surface Temperature
A hybrid machine learning model for flood prediction with recursive feature elimination informed by training performance
2026
Gong, Liying, Woo, Wai Lok, Wu, Yue Ivan, Zheng, Xiujuan
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Total Surface Precipitation Rate
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 performance assimilation of surface soil moisture based on a
2026
Zhu, Shuang, Zha, Gang, Wang, Qi, Ma, Siyu, Qin, Hui
Land Use/Land Cover Classification
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 fused soil moisture product integrating linear fusion method and error characteristics approach
2026
Singh, Anuj, Dhanya, C.T., Saharia, M.
Brightness Temperature, Microwave Imagery, Soil Moisture/Water Content , Vegetation Water Content, Surface Soil Moisture
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
Development of the long-term harmonized multi-satellite SIF (LHSIF) dataset at 0.05 resolution (19952024)
2026
Zou, Chu, Du, Shanshan, Liu, Xinjie, Liu, Liangyun
Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification , Reflectance , Primary Production, Chlorophyll , Photosynthesis, Leaf Characteristics, Albedo , Anisotropy
Atmospheric CO2 observations reveal seasonality bias in Arcticboreal carbon flux estimates
2026
Wen, Jiaming, Sun, Wu, Foster, Kelsey T, Bond-Lamberty, Ben, Miller, Charles E, Feng, Liang, Michalak, Anna M
Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Atmospheric Carbon Dioxide, Methane, Atmospheric Carbon Monoxide , Atmospheric Ozone, Water Vapor, Respiration Rate, Carbon Flux , Gross Primary Production (gpp), Soil Respiration, NET ECOSYSTEM CO2 EXCHANGE (NEE), Boundary Layer Winds, Upper Air Temperature, Humidity , Wind Speed , Wind Dynamics, Solar Induced Fluorescence, Reflectance , Primary Production, Photosynthesis, Chlorophyll
MODIS/Terra+Aqua Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V006 MODIS/Terra+Aqua Leaf Area Index/FPAR 8-Day L4 Global 500m SIN Grid V061 CARVE: L2 Merged Atmospheric CO2, CO, O3 and CH4 Concentrations, Alaska, 2012-2015 Machine learning-based Arctic-boreal terrestrial ecosystem CO2 fluxes, 2001-2020 CARVE: L4 Gridded Footprints from WRF-STILT model, 2012-2016 ABoVE: Atmospheric Profiles of CO, CO2 and CH4 Concentrations from Arctic-CAP, 2017 ABoVE: Level-4 WRF-STILT Footprint Files for Circumpolar Receptors, 2016-2019 L2 Daily Solar-Induced Fluorescence (SIF) from MetOp-A GOME-2, 2007-2018, V2
Beyond Flat Classifiers: Practical methodologies for regionally accurate and relevant land use and land cover classification using Landsat and Sentinel data
2026
Bansal, Chahat, Nandi, Ananjan, Ramachandran, Balakumaran, Dsouza, Craig, Mittal, Divyansh, Bajaj, Eashan, Kumar, Raman, Sachdeva, Sachit, Vishnubhatla, Saketh, Agarwal, Vatsal, Seth, Aaditeshwar
Land Use/Land Cover Classification
Budyko scatter reveals interactions between wildfire, land cover change
2026
Corak, Nicholas K., Barros, Ana P., Lowman, Lauren E.L.
Land Use/Land Cover Classification
Burned area trends and fire susceptibility in protected areas of Kenya: the potential rolesof human activities and climate
2026
Muthiuru, Amos Chege, Millington, James D. A., Chan, Kristofer, Tebbs, Emma J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
Burning bans have altered burned area changes in China since 2003
2026
You, Chao, Wang, Jing, Dong, Xiao, Xu, Chao
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area