Accounting for the uncertainty of precipitation forecasts and its impacts on probabilistic flood inundation mapping skill
2026
Gomez, Francisco J., Jafarzadegan, Keighobad, Moftakhari, Hamed, Moradkhani, Hamid
Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
An Interpretable Index-Based Analysis and Scenario-Based Spatial Simulation of Vegetation Drought in the Yellow River Water Conservation Area
2026
Li, Rong, Zhu, Rui, Yin, Zhenliang, Li, Tong, Li, Mengwei, Zhou, Ganlin
Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
An Effective Monitoring of Evolving Groundwater Drought via Multivariate
2026
Ghaneei, Parnian, Moradkhani, Hamid
Land Surface/Agriculture Indicators, Drought Indices, Satellite Soil Moisture Index, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature , Evaporation, Humidity , Convection, Surface Winds , Rain , Land Surface Temperature
A remote sensing framework for mapping agricultural water priority areas and hot spots in northeast Italy
2026
Lippa, Massimiliano N., Tarolli, Paolo
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
A Physically Driven Interpretable Machine Learning Framework for Early Forecasting of Summer Hypoxia in the Semi-Enclosed Bohai Sea Using Remote Sensing Data
2026
Jin, Yong, Guo, Jie, Liu, Shanwei, Li, Tao, Yue, Hansen, Ji, Diansheng, Hou, Chawei, Tang, Haitian
Tropospheric Ozone, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature , Air Temperature, Upper Air Temperature, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Cloud Fraction, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Precipitation Rate , Emissivity, Skin Temperature, Sea Surface Temperature
Assessing the impact of climate and control interventions on
2026
Angelakis, Alexandros, Beloconi, Anton, Nyawanda, Bryan O., Khagayi, Sammy, Kariuki, Simon, Munga, Stephen, Munywoki, Patrick K., Bigogo, Godfrey, Vounatsou, Penelope
Land Surface Temperature , Emissivity
Assessing climate risks to soybean yields: Effects of extreme air and land surface temperatures across critical growth stages
2026
Barberis, Juan Guillermo, Barrucand, Mariana, Kantolic, Adriana
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Assessing Debris-Flow Susceptibility at Local and Global Scales: A
2026
Nienkotter, Andreas, Bian, Ang, Di, Baofeng, Li, Jierui, Deng, Tian
Precipitation , Precipitation Amount, Precipitation Rate , Snow, Rain , Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Topographical Relief Maps, Plant Phenology, Vegetation Index , Plant Phenological Changes, Enhanced Vegetation Index (EVI)
Biogeochemical cooling offsets biogeophysical warming from land cover changes in China from 2000 to 2020
2026
Zhong, Hangzheng, Li, Yan, Chen, Yongzhe, Liu, Duqi, Chen, Hongwen, Sang, Shan, Lin, Huiqing, Hou, Chengcheng
Land Surface Temperature , Emissivity, Biomass, Forests, Grasslands, Alpine/Tundra
Beat the heat: Hotspots for nature-based solutions in Vienna and
2026
Wanner, Alice, Budhiraja, Bakul, McKinley, Jennifer, Jungnickel, Meike
Land Surface Temperature , Emissivity
Bulk radiativeconvective equilibrium is common over midlatitude land
2026
Matthews, Aidan, McColl, Kaighin A., Kuang, Zhiming
Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate , Snow/Ice , Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds , Wind Speed , U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, 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, Sea Surface Skin Temperature
MERRA-2 tavgM_2d_flx_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Surface Flux Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXFLX) at GES DISC MERRA-2 tavgM_2d_rad_Nx: 2d,Monthly mean,Time-Averaged,Single-Level,Assimilation,Radiation Diagnostics 0.625 x 0.5 degree V5.12.4 (M2TMNXRAD) at GES DISC
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
Bridging data gaps in urban heat forecasting: Remote sensing and image processing approach for Qatar's climate
2026
Braganza, Nathan Joseph, Sodiq, Ahmed, Amhamed, Abdulkarem, Alrebei, Odi Fawwaz
Land Surface Temperature , Emissivity, Albedo, Snow Cover
Bayesian Model Averaging Method for Merging Multiple Precipitation Products over the Arid Region of Northwest China
2026
Yang, Yong, Chen, Rensheng, Lu, Xinyu, Mao, Weiyi, Liu, Zhangwen, Wang, Xueliang
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 , Skin Temperature, Water Vapor, 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, Precipitation , Precipitation Amount, Total Surface Precipitation Rate
Asynchronous canopy physiological and structural cycles reveal complex
2026
Xie, Qi, Tian, Feng, Tagesson, Torbern, Wang, Lanhui, Fensholt, Rasmus, Tong, Xiaoye, Jin, Hongxiao, Ma, Xuanlong, Cai, Zhanzhang, Dou, Yujie, Feng, Luwei, Eklundh, Lars
Reflectance , Vegetation Index , Snow Grain Size, Snow Cover , Normalized Difference Vegetation Index (NDVI), Emissivity, Land Surface Temperature
Assessing the Contribution of GRACE Data to Snow Water Equivalent Estimation in Comparison with Conventional Snow Measurement Techniques
2026
Mohasseb, Hussein A., Yi, Shuang, Abd-Elmotaal, Hussein A., Abd-Elbaky, Mostafa
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
Characterization of uncertainty in ground-based validation of soil
2026
Zeng, Qicheng, Wu, Xiaodan, Wen, Jianguang, Yin, Gaofei, Lin, Xingwen, Li, Yukun, You, Dongqin, Xiao, Qing
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
Characterization of irrigation timing using thermal satellite
2026
Jalilvand, Ehsan, Kumar, Sujay V., Truong, Charles, Haacker, Erin, Mahanama, Sarith
Land Use/Land Cover Classification , Land Surface Temperature , Emissivity
Classification of Climate-Active Gas Emission Sources Based on Satellite Data Using Machine Learning Methods
2026
Bondur, V. G., Feoktistova, N. V., Voronova, O. S.
Fire Occurrence, Land Surface Temperature , THERMAL ANOMALIES
Characteristics and influencing factors of soil moisture memory across
2026
Hong, Xu, Jia, Shaofeng, Zhu, Wenbin
Brightness Temperature, Surface Soil Moisture, 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
Changing patterns of evapotranspiration and its feedbacks on precipitation under a changing climate across India's homogeneous regions using GLDAS data
2026
Singh, Garima, Singh, Sudhir Kumar
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
Assessing the relationship between atmospheric aerosols and maximum surface air temperature over the Indian region
2026
Sarin, T. S., Vinoj, V.
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 1.0) , PARTICULATE MATTER (PM 10) , 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, Air Temperature, Precipitation Rate , 24 Hour Maximum Temperature, 24 Hour Minimum Temperature
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) at GES DISC 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) at GES DISC MERRA-2 statD_2d_slv_Nx: 2d,Daily,Aggregated Statistics,Single-Level,Assimilation,Single-Level Diagnostics 0.625 x 0.5 degree V5.12.4 (M2SDNXSLV) at GES DISC
Assessing the role of gridded evapotranspiration products in improving
2026
Li, Minxin, Zou, Lei, Xia, Jun, Wang, Feiyu, Yu, Jiarui, Xu, Jiayuan, Hong, Si
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 , Photosynthesis, Primary Production, Latent Heat Flux
Assessment of daytime and nighttime land surface temperature behavior in an arid region: evidence of thermal trends asymmetry.
2026
Flores-Gonzalez, Lizbeth Maria, Rangel-Peraza, Jesus Gabriel, Monjardin-Armenta, Sergio Alberto, Plata-Rocha, Wenseslado, Sanhouse-Garcia, Antonio Jesus, Mora-Felix, Zuriel Dathan
Land Surface Temperature , Emissivity
Assessment and intercomparison of 23 global satellite and model-based soil moisture products using cosmic ray neutron sensing observations over Europe
2026
Helili, Pariha, Li, Xiaojun, Wigneron, Jean-Pierre, De Lannoy, Gabrielle, Peng, Jian, Frappart, Frederic, Zeng, Jiangyuan, Xiao, Yao, Karthikeyan, L., de Rosnay, Patricia, Xing, Zanpin, Ebtehaj, Ardeshir, Colliander, Andreas, Konkathi, Preethi, Zhang, Ke, Fan, Lei
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