A Generalized Spatiotemporally Weighted Boosted Regression to Predict
2025
Wu, Ritu, Hong, Zhimin, Du, Wala, Shan, Yu, Ying, Hong, Wu, Rihan, Gantumur, Byambakhuu
Land Use/Land Cover Classification , Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area
A global daily mesoscale front dataset from satellite observations: in
2025
Xing, Qinwang, Yu, Haiqing, Yu, Wei, Chen, Xinjun, Wang, Hui
Sea Surface Temperature , Sea Surface Temperature
A global daily seamless 9 km vegetation optical depth (VOD) product from 2010 to 2021
2025
Hu, Die, Wang, Yuan, Jing, Han, Yue, Linwei, Zhang, Qiang, Fan, Lei, Yuan, Qiangqiang, Shen, Huanfeng, Zhang, Liangpei
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification
A global dataset of remote sensing-based soil critical point and permanent wilting point
2025
Xu, Yawei, He, Qing, Lu, Hui, Yang, Kun, Entekhabi, Dara, Short Gianotti, Daniel J.
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, Soil Moisture/Water Content
A global dataset of terrestrial biological nitrogen fixation
2025
Reis Ely, Carla R., Perakis, Steven S., Cleveland, Cory C., Menge, Duncan N. L., Reed, Sasha C., Batterman, Sarah A., Crews, Timothy E., Dynarski, Katherine A., Gei, Maga, Gundale, Michael J., Jovan, Sarah E., Kou-Giesbrecht, Sian, Peoples, Mark B., Rodriguez-Caballero, Emilio, Salmon, Verity G., Soper, Fiona M., Staccone, Anika P., Taylor, Benton N., Weber, Bettina, Wurzburger, Nina
Land Use/Land Cover Classification
A global land-use data cube 19922020 based on the Human Appropriation of Net Primary Production
2025
Matej, Sarah, Weidinger, Florian, Kaufmann, Lisa, Roux, Nicolas, Gingrich, Simone, Haberl, Helmut, Krausmann, Fridolin, Erb, Karl-Heinz
Land Use/Land Cover Classification
A global long-term daily multilayer soil moisture dataset derived from machine learning
2025
Wei, Zeyang, Wei, Lifei, Wang, Ting, Lu, Qikai, Tian, Shuang, Zhang, Fei, Zhong, Yanfei
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 long-term reconstruction of a global photosynthesis proxy over 19822023
2025
Fang, Jianing, Lian, Xu, Ryu, Youngryel, Jeong, Sungchan, Jiang, Chongya, Gentine, Pierre
Reflectance , Brightness Temperature, REFLECTED INFRARED, Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Albedo , Anisotropy, Land Use/Land Cover Classification
Diagnosing aerosolmeteorological interactions on snow within Earth system models: a proof-of-concept study over High Mountain Asia
2025
Roychoudhury, Chayan, He, Cenlin, Kumar, Rajesh, Arellano Jr., Avelino F.
Reflectance , Dust/Ash/Smoke , Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols , Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density , Aerosol Concentration, Deposition, Longwave Radiation, Shortwave Radiation, Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Land Surface Temperature , Snow Cover , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 1.0) , PARTICULATE MATTER (PM 10) , Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Atmospheric Ozone, Sea Level Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature , Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , Upper Level Winds, Atmospheric Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Albedo, Snow Depth , Snow Water Equivalent , Heat Flux, Water Vapor, Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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 , Surface Water, Runoff Rate, Average Flow, Average Flow, Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI)
MODIS/Terra+Aqua AOD and Water Vapor from MAIAC, Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_aer_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Aerosol Mixing Ratio 0.625 x 0.5 degree V5.12.4 (M2I3NVAER) High Mountain Asia 12 km Modeled Estimates of Aerosol Transport, Chemistry, and Deposition Reanalysis, 2003-2019 V001 MERRA-2 tavg1_2d_rad_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXRAD) MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavg1_2d_aer_Nx: 2d,1-Hourly,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXAER) GPM IMERG Final Precipitation L3 1 day 0.1 degree x 0.1 degree V07 (GPM_3IMERGDF) MODIS/Aqua Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst3_3d_asm_Nv: 3d,3-Hourly,Instantaneous,Model-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NVASM) MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V006 MERRA-2 tavgM_2d_slv_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXSLV) High Mountain Asia UCLA Daily Snow Reanalysis V001 MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) 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) MODIS/Terra Land Surface Temperature/Emissivity Daily L3 Global 0.05Deg CMG V061 MERRA-2 inst1_2d_asm_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2I1NXASM)
Detection of fast-changing intra-seasonal vegetation dynamics of drylands using solar-induced chlorophyll fluorescence (SIF)
2025
Wen, Jiaming, Tagliabue, Giulia, Rossini, Micol, Fava, Francesco Pietro, Panigada, Cinzia, Merbold, Lutz, Leitner, Sonja, Sun, Ying
Longwave Radiation, Shortwave Radiation, Heat Flux, Liquid Precipitation, Snow/Ice , Geopotential Height, Altitude, Surface Temperature , Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds , Surface Winds , U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Reflectance , Anisotropy, Land Use/Land Cover Classification , Solar Induced Fluorescence, Chlorophyll , Primary Production, Leaf Characteristics, Potential Vorticity, Vertical Profiles, Relative Humidity, Ozone Profiles
MERRA-2 tavg1_2d_lfo_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2T1NXLFO) MERRA-2 tavg1_2d_slv_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXSLV) MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V006 MODIS/Terra+Aqua BRDF/Albedo Nadir BRDF-Adjusted Ref Daily L3 Global - 500m V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V006 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 High Resolution Global Contiguous SIF Estimates from OCO-2 SIF and MODIS, Version 2 MERRA-2 inst3_3d_asm_Np: 3d,3-Hourly,Instantaneous,Pressure-Level,Assimilation,Assimilated Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I3NPASM)
Exploring the processes controlling secondary inorganic aerosol: evaluating the global GEOS-Chem simulation using a suite of aircraft campaigns
2025
Norman, Olivia G., Heald, Colette L., Bililign, Solomon, Campuzano-Jost, Pedro, Coe, Hugh, Fiddler, Marc N., Green, Jaime R., Jimenez, Jose L., Kaiser, Katharina, Liao, Jin, Middlebrook, Ann M., Nault, Benjamin A., Nowak, John B., Schneider, Johannes, Welti, Andre
Aerosols , Air Quality
Assessing China's solar power potential: Uncertainty quantification and economic analysis
2025
Yin, Gege, He, Xiaojia, Qin, Yue, Chen, Lei, Hu, Yuan, Liu, Yu, Zhang, Chuan
Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties , Albedo , Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Land Use/Land Cover Classification
Global estimates of the storage and transit time of water through vegetation
2025
Felton, Andrew J., Fisher, Joshua B., Hufkens, Koen, Purdy, Adam J., Spawn-Lee, Seth A., Duloisy, Lou F., Goldsmith, Gregory R.
Biomass, Forests, Grasslands, Alpine/Tundra, Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Surface Pressure, Air Temperature, Specific Humidity, Surface Winds , Wind Speed , Geopotential Height, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Reflectance , Photosynthesis, Primary Production, Vegetation Productivity, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover
Global Aboveground and Belowground Biomass Carbon Density Maps for the Year 2010 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V006 MODIS/Aqua Vegetation Indices 16-Day L3 Global 250m SIN Grid V006 MERRA-2 inst1_2d_lfo_Nx: 2d,1-Hourly,Instantaneous,Single-Level,Assimilation,Land Surface Forcings 0.625 x 0.5 degree V5.12.4 (M2I1NXLFO) MODIS/Aqua Vegetation Indices 16-Day L3 Global 250m SIN Grid V061 MERRA-2 tavg1_2d_flx_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXFLX) MODIS/Aqua Surface Reflectance Daily L2G Global 250m SIN Grid V061 MODIS/Aqua Net Primary Production Yearly L4 Global 500m SIN Grid V006 MODIS/Aqua Surface Reflectance Daily L2G Global 250m SIN Grid V006 MODIS/Terra Vegetation Continuous Fields Yearly L3 Global 250m SIN Grid V061 MODIS/Terra+Aqua Land Cover Type Yearly L3 Global 0.05Deg CMG V061 MODIS/Terra Vegetation Continuous Fields Yearly L3 Global 250m SIN Grid V006
First Global Retrievals of Solar Induced Chlorophyll Fluorescence From
2025
Zhang, Zhaoying, Fu, Anmin, Xu, Jie, Lin, Jun, Zhang, Xinwei, Zhang, Yongguang
Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Land Use/Land Cover Classification , Clouds , Cloud Frequency, Cloud Height
Fire heat affects the impacts of wildfires on air pollution in the United States
2025
Ma, Qihan, Wei, Linyi, Wang, Yong, Zhang, Guang J., Zhou, Xinlin, Wang, Bin
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
Divergent hydrological effects of revegetation over the Chinese Loess Plateau driven by East Asian summer monsoon variability
2025
Wang, Shiyao, Ge, Jun, Cao, Yipeng, Liu, Yu, Luo, Xing, Yang, Limei, Xiao, Shanchuan, Miao, Xin, Guo, Weidong
Albedo , Anisotropy, Reflectance , Land Use/Land Cover Classification
Atmospheric boundary layer heat budget and its urban-rural differences
2025
Huang, Qianyue, Zhang, Yuanjie, Xin, Jialing, Li, Yubin, Qin, Yue, Wang, Linlin
Land Use/Land Cover Classification
Atmospheric concentrations of CH4 in central-western areas of
2025
Maria, Luciano de Souza, Rossi, Fernando Saragosa, da Costa, Luis Miguel, Campos, Marcelo Odorizzi, Panosso, Alan Rodrigo, da Silva Junior, Carlos Antonio, Scala, Newton La
Land Surface Temperature , Emissivity
Atmospheric Evolution of Brown Carbon from Wildfires in North America
2025
Chen, Jhao-Hong, Puttu, Uma, Huynh, Han N., Ahern, Adam T., Ball, Katherine, Bates, Kelvin H., Brock, Charles A., Campos, Teresa, Coggon, Matthew M., Crounse, John D., de Gouw, Joost, DiGangi, Joshua P., Diskin, Glenn S., Gkatzelis, Georgios I., Halliday, Hannah S., Hu, Lu, Koss, Abigail R., Li, Yanshun, Lyu, Ming, Michailoudi, Georgia, Murphy, Shane M., Nowak, John B., Palm, Brett B., Peischl, Jeff, Permar, Wade, Perring, Anne E., Pokhrel, Rudra P., Schafer, Nell B., Schwarz, Joshua P., Sekimoto, Kanako, Selimovic, Vanessa, Stockwell, Chelsea E., Sullivan, Amy P., Thornton, Joel A., Wagner, Nicholas L., Wang, Siyuan, Warneke, Carsten, Wennberg, Paul O., Zeng, Linghan, Yokelson, Robert J., Weber, Rodney J., Xu, Lu
Aerosol Optical Depth/Thickness
Avian influenza spillover into poultry: environmental influences and
2025
Gonnerman, Matthew, Mullinax, Jennifer M., Fox, Andrew, Patyk, Kelly A., Fields, Victoria L., McCool, Mary-Jane, Torchetti, Mia K., Lantz, Kristina, Sullivan, Jeffery D., Prosser, Diann J.
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Background Wind Speeds Outweigh Urban Heat Islands in Downwind
2025
Ding, Mingze, Zheng, XiaoTong, Li, Dan, Sun, Ting
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 , Precipitation , Precipitation Amount
Biome-Specific Responses of GOSIF Gross Primary Productivity to
2025
Gu, Xingli, Zhou, Lei, Liang, Qin'ou, Xu, Enxiang, Chi, Yonggang
Air Temperature, Evapotranspiration , Rain , Soil Moisture/Water Content , Total Runoff, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Plant Phenology, Enhanced Vegetation Index (EVI)
Biosphere-atmosphere related processes influence trace-gas and aerosol
2025
Sands, Emma, Doherty, Ruth M., O'Connor, Fiona M., Pope, Richard J., Weber, James, Grosvenor, Daniel P.
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
Biotic and Abiotic Drivers of Ecosystem Temporal Stability in Herbaceous Wetlands in China
2025
Wang, Guodong, Hu, Nanlin, Hautier, Yann, Middleton, Beth, Wang, Ming, Zhao, Meiling, Meng, Jingci, Ma, Zijun, Liu, Bo, Liu, Yanjie, Jiang, Ming
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology
Benchmarking and evaluating the NASA Land Information System (version
2025
He, Cenlin, Lin, Tzu-Shun, Mocko, David M., Abolafia-Rosenzweig, Ronnie, Wegiel, Jerry W., Kumar, Sujay V.
Albedo , Anisotropy, Brightness Temperature, Surface Soil Moisture, Albedo, Snow Cover