Delivery of Suomi National Polar-orbiting Partnership (Suomi NPP) satellite data products will cease on November 1, 2026. Data users should transition now to alternative products from NOAA-21 and NOAA-20.
Suomi NPP data announcement
Publications Citing Surface Thermal Properties Data
List of peer-reviewed publications that cite using Surface Thermal Properties data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Transitioning from MODIS to VIIRS Global Water Reservoir Product | Shah, Deep, Zhang, Shuai, Sarkar, Sudipta, Davidson, Carol, Zhang, Rui, Zhao, Maosheng, Devadiga, Sadashiva, Noojipady, Praveen, Roman, Miguel O., Gao, Huilin | Lakes/Reservoirs, WATER SURFACE HEIGHT, Total Surface Water, Bed Elevation, Emissivity, Land Surface Temperature, Reflectance |
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| TPRoGI: a comprehensive rock glacier inventory for the Tibetan Plateau | Sun, Zhangyu, Hu, Yan, Racoviteanu, Adina, Liu, Lin, Harrison, Stephan, Wang, Xiaowen, Cai, Jiaxin, Guo, Xin, He, Yujun, Yuan, Hailun | 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, Precipitation, Precipitation Amount, Precipitation Rate | ||
| Trends of Summer Lake Surface Water Temperature on the Tibetan Plateau | Shi, Yi, Huang, Anning, Wu, Yang, Lazhu, Wen, Lijuan | Land Surface Temperature, Emissivity | ||
| Tracking the water storage and runoff variations in the Parana basin via GNSS measurements | Qiu, Keshan, You, Wei, Jiang, Zhongshan, Tang, Miao | 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, Precipitation, Precipitation Amount |
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| Trend Analysis of MODIS Land Surface Temperature and Land Cover in Central Italy | Ghaderpour, Ebrahim, Mazzanti, Paolo, Bozzano, Francesca, Scarascia Mugnozza, Gabriele | Land Use/Land Cover Classification, Emissivity, Land Surface Temperature | ||
| Trends and Interannual Variability of the Hydroxyl Radical in the Remote | Anderson, Daniel C., Duncan, Bryan N., Liu, Junhua, Nicely, Julie M., Strode, Sarah A., FolletteCook, Melanie B., Souri, Amir H., Ziemke, Jerry R., GonzalezAbad, Gonzalo, Ayazpour, Zolal | Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Reflectance, Nitrogen Dioxide, Sea Surface Temperature, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Transmittance, Atmospheric Stability, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms |
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| A Bayesian Approach for Forecasting the Probability of Large Earthquakes Using Thermal Anomalies from Satellite Observations | Jiao, Zhonghu, Shan, Xinjian | Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone | ||
| X-BASE: the first terrestrial carbon and water flux products from an | Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Kraft, Basil, Weber, Ulrich, Novick, Kimberly, Buchmann, Nina, Migliavacca, Mirco, Wohlfahrt, Georg, Sigut, Ladislav, Ibrom, Andreas, Papale, Dario, Gockede, Mathias, Duveiller, Gregory, Knohl, Alexander, Hortnagl, Lukas, Scott, Russell L., Dusek, Jiri, Zhang, Weijie, Hamdi, Zayd Mahmoud, Reichstein, Markus, Aranda-Barranco, Sergio, Ardo, Jonas, Op de Beeck, Maarten, Billesbach, Dave, Bowling, David, Bracho, Rosvel, Brummer, Christian, Camps-Valls, Gustau, Chen, Shiping, Cleverly, Jamie Rose, Desai, Ankur, Dong, Gang, El-Madany, Tarek S., Euskirchen, Eugenie Susanne, Feigenwinter, Iris, Galvagno, Marta, Gerosa, Giacomo A., Gielen, Bert, Goded, Ignacio, Goslee, Sarah, Gough, Christopher Michael, Heinesch, Bernard, Ichii, Kazuhito, Jackowicz-Korczynski, Marcin Antoni, Klosterhalfen, Anne, Knox, Sara, Kobayashi, Hideki, Kohonen, Kukka-Maaria, Korkiakoski, Mika, Mammarella, Ivan, Gharun, Mana, Marzuoli, Riccardo, Matamala, Roser, Metzger, Stefan, Montagnani, Leonardo, Nicolini, Giacomo, O'Halloran, Thomas, Ourcival, Jean-Marc, Peichl, Matthias, Pendall, Elise, Ruiz Reverter, Borja, Roland, Marilyn, Sabbatini, Simone, Sachs, Torsten, Schmidt, Marius, Schwalm, Christopher R., Shekhar, Ankit, Silberstein, Richard, Silveira, Maria Lucia, Spano, Donatella, Tagesson, Torbern, Tramontana, Gianluca, Trotta, Carlo, Turco, Fabio, Vesala, Timo, Vincke, Caroline, Vitale, Domenico, Vivoni, Enrique R., Wang, Yi, Woodgate, William, Yepez, Enrico A., Zhang, Junhui, Zona, Donatella, Jung, Martin | Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Emissivity, Land Surface Temperature, Reflectance, Anisotropy, Albedo, Land Use/Land Cover Classification |
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| Relative Impact of Assimilation of Multi-Source Observations using 3D-Var on Simulation of Extreme Rainfall Events over Karnataka, India | Bankar, Ajay, Rakesh, V., Purwar, Smrati | Carbon Monoxide, Tropospheric Ozone, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Sulfur Dioxide, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature | ||
| Remote Sensing of Drought: Satellite-Based Monitoring Tools for the United States | Wardlow, Brian D., Anderson, Martha A., Tadesse, Tsegaye, Svoboda, Mark S., Fuchs, Brian, Hain, Chris R., Crow, Wade T., Rodell, Matt | Total Surface Precipitation Rate, 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, Root Zone Soil Moisture, Surface Soil Moisture | ||
| Reconstructing monthly 0.25 terrestrial evapotranspiration data in a remote arid region using Bayesian-driven ensemble learning method | Ochege, Friday Uchenna, Yuan, Xiuliang, Ezekwe, Ifeanyichukwu C., Ling, Qing, Nzabarinda, Vincent, Kayiranga, Alphonse, Xie, Mingjuan, Shi, Haiyang, Luo, Geping | 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, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, 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), Ground Water |
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| Quantifying the Spatiotemporal Changes in Evapotranspiration and Its Components Driven by Vegetation Greening and Climate Change in the Northern Foot of ... | Wang, Zijun, Liu, Yangyang, Wang, Zhenqian, Zhang, Hong, Chen, Xu, Wen, Zhongming, Lin, Ziqi, Han, Peidong, Xue, Tingyi | 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 | ||
| Radiative effect of atmospheric Brown clouds over the Indo-Gangetic plain | Jangid, Manish, Sankhla, Tanerao Singh, Singh, Sachchidanand, Mishra, Amit Kumar | 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 | ||
| Simulating the Thermal Regime and Surface Energy Balance of a PermafrostUnderlain Forest in Mongolia | Zweigel, Robin B., Dashtseren, Avirmed, Temuujin, Khurelbaatar, Aalstad, Kristoffer, Webster, Clare, Stuenzi, Simone M., Aas, Kjetil S., Lee, Hanna, Westermann, Sebastian | Atmospheric Carbon Dioxide, Heat Flux, Community Structure, Forest Composition/Vegetation Structure, Albedo, Soil Moisture/Water Content, Land Surface Temperature | ||
| Does improved tenure security reduce fires? Evidence from the Greece land registry | Diao, Liang, Song, Huiqian | Aerosol Optical Depth/Thickness, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | ||
| Auswirkung von Vegetationsindizes auf die Weizenertragsprognose mithilfe raumzeitlicher Modellierung | Patel, Pragnesh, Shah, Maitrik, Raval, Mehul S., Chaudhary, Sanjay, Parmar, Hasit | Land Use/Land Cover Classification, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | ||
| Fire monitoring and detection using brightness-temperature difference and water vapor emission from the atmospheric infrared sounder | Yu, Jason, Jiang, Xun, Zeng, Zhao-Cheng, Yung, Yuk L. | Carbon Monoxide, Tropospheric Ozone, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Sulfur Dioxide, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature, Infrared Radiance | ||
| High-resolution Standardized Precipitation Evapotranspiration Index (SPEI) reveals trends in drought and vegetation water availability in China | He, Qian, Wang, Ming, Liu, Kai, Wang, Bowen | 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 | ||
| Forecasting next year's global land water storage using GRACE data | Li, Fupeng, Kusche, Jurgen, Sneeuw, Nico, Siebert, Stefan, Gerdener, Helena, Wang, Zhengtao, Chao, Nengfang, Chen, Gang, Tian, Kunjun | 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 | ||
| Four decades of soil moisture decline: a remote sensing analysis of southern neembucu, Paraguay (1983-2023) | Arevalos Vera, Porfirio Domingo, Pereira, Walter Esfrain | 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 | ||
| Fusion-based approach for hydrometeorological drought modeling: a regional investigation for Iran | Moghaddasi, Fatemeh, Moghaddasi, Mahnoosh, Ghaleni, Mehdi Mohammadi, Yaseen, Zaher Mundher | 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 | ||
| Future Changes in Hydro-Climatic Extremes across Vietnam: Evidence from a Semi-Distributed Hydrological Model Forced by Downscaled CMIP6 Climate Data | Do, Hong Xuan, Le, Tu Hoang, Le, Manh-Hung, Nguyen, Dat Le Tan, Do, Nhu Cuong | 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 | ||
| Evaluation of ERA5, ERA5-Land, GLDAS-2.1, and GLEAM potential evapotranspiration data over mainland China | Xu, Chao, Wang, Wen, Hu, Yanjun, Liu, Yongwei | 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 | ||
| Groundwater Storage Variations across Climate Zones from Southern Poland to Arctic Sweden: Comparing GRACE-GLDAS Models with Well Data | Rzepecka, Zofia, Birylo, Monika, Jarsjo, Jerker, Cao, Feifei, Pietron, Jan | 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 | ||
| GRACE-derived groundwater variability and its resilience in north India: impact of climatic and socioeconomic factors | Rana, Sandip Kumar, Chamoli, Ashutosh | 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 |