On the added value of sequential deep learning for the upscaling of evapotranspiration
2025
Kraft, Basil, Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Weber, Ulrich, Duveiller, Gregory, Reichstein, Markus, Zhang, Weijie, Ruwurm, Marc, Tuia, Devis, Korner, Marco, Hamdi, Zayd, Jung, Martin
Reflectance , Anisotropy, Land Surface Temperature , Emissivity, Albedo
Nighttime land surface temperature and thermal discomfort in a seasonally muggy climate
2025
Muse, Nkosi, McNoldy, Brian D., Clement, Amy, Mach, Katharine J.
Land Surface Temperature , Emissivity
Observed and Modeled Amplification of the Frequency, Duration, and
2025
PerezCarrasquilla, Jhayron S., Molina, Maria J., Mayer, Kirsten J., Dagon, Katherine, Fasullo, John T., Simpson, Isla R.
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Overestimated Carbon Uptake Stability Due to Inadequate Vegetation Dynamics in Ecosystem Models
2025
Gui, Hanliang, Zhou, Xuewen, Li, Zixuan, Xin, Qinchuan
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 , Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance
Projected Strengthening of Water Constraint on Seasonal Peak
2025
Chen, Xingan, Huang, Yuefei, Zhang, Shuo, Yang, Yuting, Tan, Shen, Nie, Chong, Wang, Guangqian, Chen, Zhichao
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 , Solar Induced Fluorescence, Reflectance , Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll
Quantification of long-term spatio-temporal CO2 dynamics in Indian terrestrial ecosystems
2025
Tiwari, Ramakant, Gupta, Dileep Kumar, Chauhan, Prashant Kumar, Singh, Vivek, Singh, Abhay Kumar
Absorption, Radiative Forcing, Atmospheric Carbon Dioxide, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Quantitative assessment of urban-rural spatiotemporal heterogeneity in air pollutants using GEE multi-source data across the Anhui province, China
2025
Gu, Hongliang, Zhang, Wenqian
Land Surface Temperature , Emissivity
Quantifying the cooling benefits driven by global urban tree cover restoration
2025
Liu, Feng, Wang, Lunche, Cao, Qian, Gao, Jun, Zhang, Zixin, Sun, Jia
Aerosol Optical Depth/Thickness , Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Quantifying the independent contributions of ecological restoration projects: An efficacy evaluation study of Yimeng Mountain
2025
Ding, Honghao, Sun, Ranhao, Pang, Xixiang, Ding, Xiaodong, Jiang, Wenpeng
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
Quantifying the time-varying period and time lag features of groundwater
2025
Yin, Xiaoran, Shu, Longcang, Wang, Zhe, Li, Yuxi, Zhou, Long, Lv, Chao, Li, Shuang, Liu, Bo, Lu, Chengpeng
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 , RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Precipitation , Precipitation Amount
Quantifying Uncertainty in Projections of Desertification in Central Asia Using Bayesian Networks
2025
Liu, Jinping, Ren, Yanqun, He, Panxing, Xiao, Jianhua
Population Density, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Quantifying Uncertainty in Terrestrial Water Storage Change Estimates due to Impacts of Budget Component Errors and GRACEBased Adjustments
2025
Luo, Zengliang, Zhang, Da, Ding, Xiangyi, Wang, Lunche
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
Quantifying Greenspace with Satellite Images in Karachi, Pakistan, Using a New Data Augmentation Paradigm
2025
Zhang, Miao, Arshad, Hajra, Abbas, Manzar, Jehanzeb, Hamzah, Tahir, Izza, Hassan, Javerya, Samad, Zainab, Chunara, Rumi
Land Surface Temperature , Emissivity
Quantifying heat-related risks from urban heat island effects: A global
2025
Hao, Ming, Liu, Xue, Li, Xia
Land Surface Temperature , Emissivity, Reflectance , Total Surface Water
Quantifying Improvements in Derived Storm Events from Version 07 of GPM
2025
Bartuska, Elizabeth, Beighley, R. Edward, Pieper, Kelsey J., Jones, C. Nathan
Land Surface Temperature , Emissivity
Regional wildfire smoke reduces boreal forest carbon uptake
2025
Van Huizen, B, Thompson, D K, Wilkinson, S L, Petrone, R M, Chasmer, L E, Kljun, N, Flannigan, M D, Devito, K J, Waddington, J M
Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness , Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke , Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance , Leaf Characteristics, Photosynthetically Active Radiation , Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Fire Occurrence, Surface Thermal Properties , THERMAL ANOMALIES
Reliability of satellite, reanalysis and observation-based gridded temperature datasets for climate change impact studies in Bhutan
2025
Dorji, Nima, Awange, Joseph L., Zerihun, Ayalsew
RADAR IMAGERY, Terrain Elevation , Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) , Land Surface Temperature , Emissivity
Remote sensing-based spatiotemporal dynamics of agricultural drought on
2025
Imtiaz, Fatima, Farooque, Aitazaz A., Randhawa, Gurjit S., Garmdareh, Seyyed Ebrahim Hashemi, Wang, Xiuquan, Esau, Travis J., Acharya, Bishnu, Sadiq, Rehan
Reflectance , Land Surface Temperature , Emissivity
Regional fire dynamics and its contributions to carbon flux variability in South Asia
2025
Das, Chiranjit, Chatterjee, Abhishek, Kunchala, Ravi Kumar, Liu, Junjie
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 , Reflectance , Albedo , Anisotropy
Reconstructing Total Water Storage Anomalies Over the Lake Victoria
2025
Wang, Jielong, Shen, Yunzhong, Awange, Joseph, Song, Yongze, Yang, Ling, Chen, Qiujie, Kasedde, Allan
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
Reconstruction of Cloudy Land Surface Temperature by Combining Surface Energy Balance Theory and Solar-cloud-satellite Geometry
2025
Du, Wenhui, Li, Zhao-Liang, Qin, Zhihao, Fan, Jinlong, Liu, Xiangyang, Zhao, Chunliang, Cao, Kun
Land Surface Temperature , Emissivity
Research on high-precision inversion method of near-surface CH4 concentration based on the synergy of multi-source data
2025
Liu, Yu, Wan, Yong, Xiao, Qian
Fire Occurrence, Surface Thermal Properties , Land Surface Temperature , THERMAL ANOMALIES, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Relationship between forest fires and air quality: a study of particulate matter in localities distant from the main emission source
2025
Warthon, B., Zamalloa, A., Miranda, I., Villa-Recharte, D. R., Warthon, J., Chura, R., Olarte, A.
Fire Dynamics, Surface Radiative Properties , Land Surface Temperature
Relationship between land surface temperature and air quality in urban
2025
Zhang, Pengyan, Zhang, Jinbing, Liu, Zhenyue, Liu, Yu, Chen, Zhuo
Land Surface Temperature , Emissivity
Reversal Trends in ShallowSoil Temperature Over the QinghaiTibet Plateau During 19502014
2025
Wang, Yue, Huang, Guohe, Li, Yongping, Shen, Zhenyao, Tang, Wenchang, Zhao, Xiaohu, Tian, Chuyin, Song, Tangnyu
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
Role of ocean and climate in terrestrial ecosystems
2025
Behera, Swadhin K., Varghese, Roma, Ratnam, J.V., Doi, Takeshi, Behera, Mukunda Dev
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
Retrieval of 1 km Resolution Mid-Infrared Land Surface Emissivity
2025
Liu, Weihan, Cheng, Jie
Reflectance , Emissivity, Land Surface Temperature , Clouds , Cloud Frequency, Cloud Height, Albedo, Snow Cover
Response of Vegetation Phenology to Seasonal Land Surface Temperature in the Beijing-Tianjin-Hebei Region under Urbanization Background
2025
Zhang, Jinbing, Zhang, Pengyan, Liu, Zhenyue, Yang, Dan, Li, Mengyu
Land Use/Land Cover Classification , Plant Phenology, Enhanced Vegetation Index (EVI), Terrain Elevation , RADAR IMAGERY, Topographical Relief Maps, Land Surface Temperature , Emissivity
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
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
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
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
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
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 , Carbon , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Horizons/Profile
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 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 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 development of biological soil crusts shifts the drivers of soil multifunctionality in drylands
2025
Wang, Mingming, Song, Boyi, Yin, Benfeng, Tao, Ye, Zhang, Jing, Rong, Xiaoying, Li, Yonggang, Zhang, Shihang, Kan, Zihan, Lu, Yongxing, Guo, Hao, Guo, Xing, Hang, Wei, Yang, Jungang, Du, Fan, Zhang, Yuanming, Zhou, Xiaobing, Duran, Jorge
Land Surface Temperature , Emissivity
The effects of warming on loggerhead turtle nesting counts
2025
SousaGuedes, Diana, Campos, Joao C., Bessa, Filipa, Lasala, Jacob A., Marco, Adolfo, Sillero, Neftali
Land Surface Temperature , Emissivity
The CO2 Balancing Act: Why Global Warming and Greening Don't
2025
Liu, Meixian, Zhang, Baoqing, Nie, Junsheng
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 , Nitrogen, Soil Water Holding Capacity , Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Horizons/Profile
The contribution of fires to PM2.5 and population exposure in the Asia Pacific region
2025
Lu, Hua, Xie, Min, Wang, Nan, Liu, Bojun, Jiang, Jinyue, Zhuang, Bingliang, Zhang, Ying, Wu, Meixuan, Yang, Jianfeng, Lv, Kunqin, Ma, Danyang
Land Use/Land Cover Classification , Land Surface Temperature , Fire Occurrence, Surface Thermal Properties , THERMAL ANOMALIES
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
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
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 influence of mountain streamflow on nearshore ecosystem metabolism
2025
Loria, Kelly, Lowman, Heili, Krause, Jasmine, Katona, Leon, Naranjo, Ramon, Scordo, Facundo, Harpold, Adrian, Chandra, Sudeep, Blaszczak, Joanna 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 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 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
Targeting malaria in high-risk populations in low endemic regions in northern Namibia: a quasi-experimental controlled trial to reduce malaria in seasonal agricultural workers and cattle herders
2025
Smith, Jennifer L, Ntuku, Henry, Rerolle, Francois, Burke, Ashley Morgan, Mwema, Tabeth, Turcios, Keirstinne, Uusiku, Petrina, Haikali, Justine Kulla, Lifasi, Michael, Smith-Gueye, Cara, Vajda, Elodie, Jacobson, Jerry O, Greenhouse, Bryan, Gosling, Roly, Bennett, Adam, Mumbengegwi, Davis R
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity