Model sensitivity across scales: a case study of simulating an offshore low-level jet
2026
Hawbecker, Patrick, Lassman, William, Juliano, Timothy W., Kosovic, Branko, Haupt, Sue Ellen
Sea Surface Temperature , 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, Sea Surface Topography , Vertical Profiles, Ozone Profiles, Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , Sea Surface Temperature , 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) , Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Ice Fraction, Sea Surface Skin Temperature, Skin Temperature
GHRSST Level 4 OSPO Global Foundation Sea Surface Temperature Analysis (GDS version 2) 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) MERRA-2 const_2d_asm_Nx: 2d, constants 0.625 x 0.5 degree V5.12.4 (M2C0NXASM) MERRA-2 inst6_3d_ana_Np: 3d,6-Hourly,Instantaneous,Pressure-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NPANA) GHRSST Level 4 MUR Global Foundation Sea Surface Temperature Analysis (v4.1) GHRSST NOAA/STAR GOES-16 ABI L3C America Region SST v2.70 dataset in GDS2 GHRSST Level 4 K10_SST Global 10 km Analyzed Sea Surface Temperature from Naval Oceanographic Office (NAVO) in GDS2.0 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) MERRA-2 inst6_3d_ana_Nv: 3d,6-Hourly,Instantaneous,Model-Level,Analysis,Analyzed Meteorological Fields 0.625 x 0.5 degree V5.12.4 (M2I6NVANA) MERRA-2 tavg1_2d_ocn_Nx: 2d,1-Hourly,Time-Averaged,Single-Level,Assimilation,Ocean Surface Diagnostics 0.625 x 0.5 degree V5.12.4 (M2T1NXOCN) GHRSST Level 4 CMC0.1deg Global Foundation Sea Surface Temperature Analysis (GDS version 2)
Increase in plant reliance on past precipitation associated with greening and drying
2026
Zhang, Hongying, Zhang, Yao, Miralles, Diego G., Tai, Xiaonan, Koppa, Akash, Yang, Hui, Sitch, Stephen, OSullivan, Michael
Land Use/Land Cover Classification , Land Use Classes, Vegetation Cover, Albedo , Vegetation Index , Landscape Patterns, 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
Improving evapotranspiration estimation by integrating process-based
2026
Xie, Mingming, Zhang, Jianyun, Bao, Zhenxin, Zhang, Linus, Duan, Zheng, Wang, Guoqing, Liu, Cuishan, Yuan, Feifei, Guan, Xiaoxiang
Leaf Area Index (LAI) , Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature , Emissivity, Reflectance , Albedo , Anisotropy
In Situ Observation of a Strong Diurnal Warming Event in the Labrador
2026
Hauser, Simon F., ten Doeschate, Anneke, Ward, Brian, Esters, Leonie
Carbon Monoxide , Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity , Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature , Sea Surface Temperature , Clouds , Cloud Frequency
Land surface information from satellites boost near-surface temperature forecast skill
2026
Ruiz-Vasquez, Melissa, O, Sungmin, Brenning, Alexander, Reichstein, Markus, Balsamo, Gianpaolo, Orth, Rene
Emissivity, Land Surface Temperature
Landscape configuration shapes bird-plant multilayer networks in urban
2026
Tang, Tianyu, Hirao, Toshihide
Land Surface Temperature , Normalized Difference Vegetation Index (NDVI) , Albedo
Large lake buffers regional extreme heat and surface energy under the 2022 record-breaking heatwave in China
2026
Xing, Zikang, Li, Yunliang, Dai, Yufeng, Wei, Jianhui, Ma, Miaomiao, Zhang, Xuejun, Gao, Hui
Land Surface Temperature , Emissivity
Satellite-Based Fraction of Available Water Reveals Soil Moisture Deficits Preceding Major Wildfires
2026
Goffin, Benjamin D., Fernandez, Alfonso, Etchanchu, Jordi, Fang, Bin, Lakshmi, Venkataraman
Vegetation Water Content, Soil Moisture/Water Content , Skin Temperature, Fire Ecology, Biomass Burning, Wildfires , Fire Occurrence, Burned Area, Root Zone Soil Moisture, Surface Soil Moisture, RADAR IMAGERY, Terrain Elevation , Digital Elevation/Terrain Model (DEM) , Land Use/Land Cover Classification , Topographical Relief Maps, Plant Phenology, Enhanced Vegetation Index (EVI), Brightness Temperature, SIGMA NAUGHT
Satellite-based species-level monitoring of mangrove phenology and climate responses using EVI and lagged environmental correlations (20132024)
2026
Koedsin, Werapong, Pinkaew, Surachet, Chan, Jonathan Cheung-Wai, Ritchie, Raymond J., Huete, Alfredo
Land Surface Temperature , Emissivity
Revisiting the Urban Heat and Pollution Islands over the Kolkata Metropolitan Area, India
2026
Pandey, Pragya, Tyagi, Bhishma, Kumar, Pradeep, Sahu, Saroj Kumar, Sharma, Kuldeep
Land Use/Land Cover Classification , Albedo , Anisotropy, Land Surface Temperature , Emissivity, Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI)
Rainforest Monitoring Using Deep Learning and Short Time Series of
2026
Dal Molin, Ricardo, Thirion-Lefevre, Laetitia, Guinvarch, Regis, Rizzoli, Paola
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
Remote control of North China autumn rainfall by Tibetan Plateau soil conditions
2026
Mi, Jiaqin, Xie, Yongkun, Bao, Zhongrui, Zhao, Min, Su, Zifan
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
Remote Sensing and GIS Assessment of Drought Dynamics in the Ukrina River Basin, Bosnia and Herzegovina
2026
Sabljic, Luka, Bajic, Davorin, Markovic, Slobodan B., Adzic, Dragutin, Spalevic, Velibor, Sestras, Paul, Pavic, Dragoslav, Lukic, Tin
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature , Emissivity
Response of Vegetation Phenology to Hydrothermal Variables on the QTP Using EVI and MSAVI
2026
Zhao, Zhijian, Lin, Hui, Wang, Li, Huang, Min, Wu, Lei, Tang, Linling, Yang, Tao, Xiao, Xin
Albedo , Anisotropy, Evapotranspiration , Latent Heat Flux, Land Use/Land Cover Classification , Land Surface Temperature , Emissivity, Reflectance
Remote sensing of urban heat dynamics and the cooling effect of urban green spaces in Ethiopian cities
2026
Moges, Desalew Meseret, Mattisson, Kristoffer, Malmqvist, Ebba, Olsson, Per-Ola
Land Surface Temperature , Emissivity, Reflectance
Recent changes in antarctic surface air temperature based on the fusion of satellite and in-situ measurements
2026
Xie, Siqin, Wei, Sihao, Li, Zichen, Li, Qingxiang
Emissivity, Land Surface Temperature
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
CLIMATE CHARACTERIZATION OF GUATEMALA FOR ENERGY-EFFICIENCY CONSIDERATIONS IN BUILDINGS
2026
Ramirez, America Alonso, Mazariegos, Edson Hernandez
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
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
Climate-Driven Hydraulic Traits Shift in Natural and Planted Forests:
2026
Bai, Yan, Hu, Yujie, Liu, Yanlan, Yu, Kailiang, Luo, Xiangzhong, Yu, Liyao, Tian, Lei, Huang, Jianping
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
Enhancing water science in Earth's second lung: AI-generated centenary hydrological insights from two decades of satellite data in the Congo Basin
2026
Awange, Joseph, Wang, Jielong
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
Environmental Degradation in Iraq: Attribution of Climatic Change and
2026
Alqaraghuli, Akram, North, Peter, Bye, Iain, Rosette, Jacqueline, Los, Sietse
Vegetation Index , Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration , Latent Heat Flux, Land Surface Temperature , Emissivity
Correlation and influencing factors of surface urban heat island
2026
Gou, Aiping, Kong, Fanyan, Zhu, Xiaolei, Wang, Jiangbo
Land Surface Temperature , Emissivity
Confronting Land Surface Temperature and Ground Station Data for Urban
2026
da Silva, Mario Alves, Borelli, Gregorio, Gasparella, Andrea, Pernigotto, Giovanni
Land Surface Temperature