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Publications Citing Surface Thermal Properties Data

List of peer-reviewed publications that cite using Surface Thermal Properties data.
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Improving terrestrial carbon flux simulations with machine learning and global Earth observations Seiler, Christian Emissivity, Land Surface Temperature
A Holistic Assessment of Climate Change, Land Use, and Water Governance Through Complex Water Systems Quaggio, Carolina Stager, Santarosa, Lucas Vituri, Moffatt, Philip, Sacchi, Marcelo Donadelli, Valdambrini, Bruno, Soares, Amanda Rodrigues, Boll, Jan, Gastmans, Didier 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, Total Runoff
Development of Machine Learning Models for Prediction of PM 2.5 Concentration Based on MERRA 2 Reanalysis ... Kaur, Parminder, Pande, Chaitanya B., Pipal, Atar Singh Air Temperature, Precipitation Rate, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature, Skin Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds
Decadal precipitation variability and atmospheric brown cloud effects: a multi-platform assessment over the Indian subcontinent Jangid, Manish, Dass, Avinash Total Surface Precipitation Rate, 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
Deriving groundwater storage anomalies based on GRACE data and drought prediction using deep learning Tian, Yunna, Hao, LangLang, Zhang, Qi, Yuan, Hui, Zhu, YongHua 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
Applying an Interpretable Deep Learning Model to Identify Wildfire-Prone Areas in Southwest China Ma, Chenyu, Yang, Siquan, Cui, Jing, Li, Qiang, Yao, Qichao, Zhang, De, Guo, Jiachang, Wang, Xinqian, Qu, Chong 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
Assessing the relationship between atmospheric aerosols and maximum surface air temperature over the Indian region 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
Analysis of the impact of hydroclimatic change on baseflow across dry and wet seasons in an inland river basin of northwest China Song, Mengwei, Liu, Hailong, Wu, Quanlong, Sun, Chang, Shaimuradov, Firdavs, Gulakhmadov, Aminjon 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
From grid to ground: how well do gridded products represent soil moisture dynamics in natural ecosystems during precipitation events? Nunez-Ibarra, Daniel A., Zambrano-Bigiarini, Mauricio, Galleguillos, Mauricio 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
Fusing ERA5-Land and SMAP L4 for an improved global soil moisture product (19502025) Wang, Wenhong, Feng, Shiao, Zhang, Yonggen, Wei, Zhongwang, Dong, Jianzhi, Weihermuller, Lutz, Liu, Cong-Qiang, Vereecken, Harry 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
Ocean Mesoscale Processes Heat Atmosphere Over the Western Boundary Wang, Zhiqiao, Jing, Zhao, Wu, Lixin Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Specific Humidity, Ice Fraction, Skin Temperature, Sea Surface Skin Temperature, Skin Temperature
The day-night asymmetric and nonlinear impacts of human activity and 3D Wang, Shiliang, Wang, Miao, Wang, Chenglin, Liu, Xiang, Yu, Juan, Li, Yanwei, Liu, Qiang Land Surface Temperature, Emissivity
Regional Differences in the Direct and Indirect Impacts of China's Shao, Haoyun, Qu, Mengxi, Zhang, Yining, Zhang, Wenjie Land Surface Temperature, Emissivity
Remote Sensing-Based Assessment of Evapotranspiration and Crop Water Stress in the Volta Basin, 20002023 Olawoyin, Rachel, Amoah, George Owusu, Danquah, Jones Abrefa Land Use/Land Cover Classification, Land Surface Temperature, Emissivity
Representation of Stratocumulus and Shallow Cumulus Cloud Fraction Near Fahrin, Fouzia, Gonzalez, Alex O., Cesana, Gregory V., DeMott, Charlotte A., Neale, Richard B. 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, Relative Humidity, Cloud Liquid Water/Ice, Cloud Mass Flux
Physically interpretable AlphaEarth foundation model embeddings enable LLM-based land surface intelligence Rahman, Mashrekur Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Population Density
Pre-Fire Fuel Conditions Are Dominant Drivers of Burn Severity in the WardBaranyay, M., Lee, C., PascoliniCampbell, M., Sousa, D., Kinoshita, A. M. Land Surface Temperature, Evapotranspiration, Viewing Geometry, Geolocation, Infrared Radiance, Visible Radiance, Canopy Characteristics
Quantifying the uncertainty influence of meteorological forcing and land Long, Yinping, Tan, Xiwen, Song, Minhong, Wu, Xuejiao, Ma, Qimin Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation
Reconstructing reservoir water levels using basin-scale GRACE TWS and Besnier, Jessica, Getirana, Augusto, Biswas, Nishan Kumar, Lakshmi, Venkataraman 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, Ground Water, Terrestrial Water Storage
Nonlinear drivers of canopy and surface urban heat islands across China's climate zones: marginal and interaction effects from explainable machine learning Wen, Cong, Mamtimin, Ali, Wang, Haitao, Wang, Yu, Liu, Haotong, Sayit, Hajigul, Song, Meiqi, Gao, Jiacheng, Aihaiti, Ailiyaer, Wulayin, Yisilamu, Yang, Fan, Zhou, Chenglong, Huo, Wen Land Use/Land Cover Classification, Land Surface Temperature, Emissivity
The mental health toll of heat stress in India Fritz, Manuela 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, 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)
A framework for effective long-term conservation in a changing climate Tang, Ying, Winkler, Julie A., Vina, Andres, Wang, Fang, Frans, Veronica F., Zhang, Jindong, Zhao, Zhiqiang, Connor, Thomas, Yang, Hongbo, Zhang, Yuanbin, Zhang, Xiaofeng, Li, Xiaohong, Xu, Weihua, Ouyang, Zhiyun, Liu, Jianguo Reflectance, Emissivity, Land Surface Temperature
A GIS-based land evaluation for the greenbelt planning to manage the settlement sprawl and wildfire effects Madanian, Sharareh Land Surface Temperature, Natural Hazards, Infrastructure, Sustainability, Land Use/Land Cover
A novel classifier-guided ensemble framework for global terrestrial evapotranspiration estimates Ni, Le, Wang, Weiguang, Fu, Jianyu, Cao, Mingzhu 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
From Remote Sensing to Multiple Time-Horizons Forecasts: Transformers Adil, Muhammad, Clemins, Patrick J., Schroth, Andrew W., Oikonomou, Panagiotis D., Rizzo, Donna M., Isles, Peter D. F., Zhang, Xiaohan, Hannoun, Kareem I., Turnbull, Scott, Beckage, Noah B., Zia, Asim, Wshah, Safwan Reflectance, Land Surface Temperature, Emissivity
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