Simulating the air quality impact of prescribed fires using graph neural network-based PM2.5 forecasts
2025
Liao, Kyleen, Buch, Jatan, Lamb, Kara D., Gentine, Pierre
Land Surface Temperature , Fire Occurrence, Surface Thermal Properties , THERMAL ANOMALIES
Spatiotemporal Seamless Estimation of Global Surface Soil Moisture Using Triple Collocation, Machine Learning, and Data Assimilation
2025
Xu, Lei, Ye, Zhenni, Dai, Jin, Li, Qi, Hong, Youting, Tao, Yun, Yu, Hongchu, Zhang, Chong, Chen, Zeqiang, Chen, Nengcheng
Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content , Soil Horizons/Profile, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Soil Temperature, Land Surface Temperature , Snow Water Equivalent , Runoff , Land Use/Land Cover Classification , Surface Soil Moisture, Soil Depth, Soil Porosity, Soil Texture, Terrain Elevation
Spatiotemporal variability in drivers of grassland degradation and
2025
Li, Ting, Li, Sha, Li, Pengfei, Huang, Jing, Wang, Juanle, Ochir, Altansukh, Yang, Meihuan, Wang, Tao, Shun Chan, Faith Ka
Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity, Nitrogen Dioxide , Photosynthetically Active Radiation , Leaf Characteristics, Photosynthesis, Primary Production, Vegetation Productivity
Spatiotemporal patterns and drivers of Chl-a in Chinese lakes between 1986 and 2023
2025
Liu, Chang, Zhu, Fangfang, Yan, Xingguang, Ma, Xiaoliang, Yang, Di, Smith, Andrew Robert
Land Surface Temperature , Emissivity, Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps
Spatiotemporal Characteristics of Carbon Emissions in the Pearl River
2025
Xia, Lei, Ren, Changxu, Li, Shuhao, Yang, Weijia, Yang, Yongling, Li, Jie, Fan, Wenxuan, Liu, Rui
Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Photosynthesis, Primary Production, Vegetation Productivity, Carbonaceous Aerosols, Nitrogen Oxides , Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Nitrogen Oxides , Sulfur Dioxide , Carbon And Hydrocarbon Compounds, Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Spatiotemporal coordination and imbalance between urbanization and eco-environmental quality: a global remote sensing perspective
2025
Xu, Zhen-Yuan, Sun, Zhuo-Yang, Zhu, Xiaoqing, Xu, Dong
Land Use/Land Cover Classification , Reflectance , Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Spatiotemporal dynamics and ANN-based projection of daytime and nighttime land surface temperature in Iceland (20012035)
2025
Olafsson, Haraldur, Rousta, Iman, Dalvi, Marjan, Krzyszczak, Jaromir
Land Surface Temperature , Emissivity
SPECTRE: Standardised Global Spatial Data on Terrestrial SPecies and
2025
Branco, Vasco V., Capinha, Cesar, Rocha, Jorge, Correia, Luis, Cardoso, Pedro
Land Use/Land Cover , Anthropogenic/Human Influenced Ecosystems , Droughts , Earthquakes , Floods , Landslides , Cyclones, Volcanic Eruptions, Avalanche, Sustainability , Emissivity, Land Surface Temperature
Spillover risk for yellow fever virus is amplified by foresturban interface in the Amazon
2025
MacDonald, Andrew J., Sipin, Terrell J., Ring, Kacie
Land Surface Temperature , Emissivity
Spatiotemporal dynamics and driving mechanisms of grassland biomass in
2025
Wang, Shuai, Ma, Xinshan, Yue, Yan, Zhou, Tao, Yang, Zhihan, Laffitte, Benjamin, Fu, Songyu, Tang, Xiaolu
Evapotranspiration , Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation , Land Surface Temperature , Emissivity
Spatiotemporal variation in potential gosling development windows across Mongolian Plateau in relation to climate change
2025
Zhang, Junjian, Zhang, Yong, Damba, Iderbat, Batbayar, Nyambayar, Xu, Zhenggang, Cao, Lei, Fox, Anthony David
Land Use/Land Cover Classification , Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity, Land Surface Temperature
The glacier changes in the Alps from the GRACE and GRACE followon missions (20022023)
2025
Liu, S., Pail, R.
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
The thermal conductivity of vegetation ground covers in permafrost areas
2025
Ozeritskiy, Konstantin, Hayley, Jocelyn L
Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration , Wind Speed , Rain , Snow, Soil Moisture/Water Content , Soil Temperature, Land Surface Temperature , Snow Cover , Snow Depth , Snow Water Equivalent , Runoff
Three Decades of Land Cover Changes Shifted Environment-Driven Greening
2025
Liang, Yige, Sun, Yan, Zhu, Zaichun, Huang, Yuanyuan, Piao, Shilong
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
Topoclimatic factors create favourable conditions for carbon-dense forests in the Central Himalayas
2025
Khanal, Shiva, Nolan, Rachael H., Medlyn, Belinda E., Boer, Matthias M.
Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Land Surface Temperature , Net Radiation, Snow Cover , Snow Water Equivalent , Soil Moisture/Water Content
Topological Structure Characteristics of Ecological Spatial Networks and Their Correlation with Sand Fixation Function
2025
Gu, Zijia, Han, Yongtai, Li, Qian, Zhang, Qibin, Yu, Qiang
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 , Carbon , Cation Exchange Capacity, Organic Matter
Towards numerical modelling of surface water temperature in a tropical lake in central-western Mexico: Atmospheric forcing, validation and verification through ...
2025
Pantoja, Diego A., Gasca-Ortiz, Tzitlali
Emissivity, Land Surface Temperature , Surface Radiative Properties
Triggers of the Record-Breaking 2023 Canadian Wildfires: Extreme Heat
2025
Wu, Dongyou, Zhang, Jinxia, Niu, Xiaoying, Shi, Rui, Wang, Xiaofan, Liu, Jun, Wen, Hui, Zhou, Yue, Pu, Wei, Zhang, Baoqing, Zhang, Daizhou, Wang, Xin
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 , Air Temperature, Specific Humidity, Wind Speed , Snow Cover , Snow Depth , Aerosols , Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke , Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide , Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5) , PARTICULATE MATTER (PM 10) , PARTICULATE MATTER (PM 1.0) , Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, U/V Wind Components, Ozone Profiles, Skin Temperature, Atmospheric Winds , Atmospheric Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Altitude, Boundary Layer Winds, Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Trace Gases/Trace Species , Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance , Transmittance, Atmospheric Stability, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, 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
GLDAS Noah Land Surface Model L4 monthly 0.25 x 0.25 degree V2.1 (GLDAS_NOAH025_M) FLDAS Noah Land Surface Model L4 Global Monthly 0.1 x 0.1 degree (MERRA-2 and CHIRPS) V001 (FLDAS_NOAH01_C_GL_M) MERRA-2 tavgM_2d_aer_Nx: 2d,Monthly mean,Time-averaged,Single-Level,Assimilation,Aerosol Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXAER) MERRA-2 instM_3d_ana_Np: 3d,Monthly mean,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2IMNPANA) MERRA-2 instM_2d_asm_Nx: 2d,Monthly mean,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2IMNXASM) MODIS/Aqua Aerosol Cloud Water Vapor Ozone Daily L3 Global 1Deg CMG GLDAS Noah Land Surface Model L4 monthly 0.25 x 0.25 degree V2.0 (GLDAS_NOAH025_M)
Tracking Hurricane-Induced Water Storage Changes Using GRACE and
2025
Li, Haosi, Yi, Shuang, Tang, He
Longwave Radiation, Shortwave Radiation, 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 , Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation , Snow/Ice , Snow Depth , Snow Melt , Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) , Surface Pressure, Heat Flux, Surface Temperature , Humidity , Evapotranspiration , Surface Winds , Rain , Precipitation Rate , Snow, Land Surface Temperature , Snow Water Equivalent , Runoff , Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Albedo , Gravity
Tropical deforestation is associated with considerable heat-related mortality
2025
Reddington, C. L., Smith, C., Butt, E. W., Baker, J. C. A., Oliveira, B. F. A., Yamba, E. I., Spracklen, D. V.
Land Surface Temperature , Emissivity
The GOES Eastern United States Fire Emissions Inventory
2025
Fite, Charles H., Kumar, Aditya, Nowell, Holly K., Travis, Katherine R., Robertson, Kevin M., Yokelson, Robert J., Pierce, R. Bradley, Ahmadov, Ravan, Ferrada, Gonzalo A., Schmidt, Christopher C., Pereira, Gabriel, Holmes, Christopher D.
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
The sensitivity of landatmosphere coupling to soil moisture over the Tibetan Plateau based on the improved NoahMP model
2025
Chen, Yaling, Meng, Xianhong, Shu, Lele, Wen, Jun, Li, Zhaoguo, Chen, Hao, Zhao, Lin, Deng, Mingshan, Gu, Xinyi, Zhang, Qiang
Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, 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
The Process-Cognizant Vegetation Drought Model (PCVDM): Analyzing
2025
Zhang, Zhimei, Jiao, Zhijun, Wu, Lixin
Land Use/Land Cover Classification , Reflectance , Emissivity, Land Surface Temperature
The NASA VIIRS burned area product, global validation, and
2025
Giglio, Louis, Boschetti, Luigi, Roy, David P., Hall, Joanne V., Zubkova, Maria, Humber, Michael, Huang, Haiyan, Oles, Vladyslav
Reflectance , Fire Occurrence, THERMAL ANOMALIES, Land Surface Temperature
The importance of scale in the definition of uncertainties: how do we best communicate this to data users?
2025
Bulgin, Claire E., Green, Paul, Gruber, Alexander, Macintosh, Claire, Mittaz, Jonathan, Ramsay, Ashley, Rayner, Nick A.
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 , Brightness Temperature, Surface Soil Moisture