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 Land Surface Data
List of peer-reviewed publications that cite using Land Surface data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Retrieval of Snow Grain Size over the Tibetan Plateau: Preliminary | Zhang, Yunlong, Tian, Yixiang | Reflectance, Reflectance, Terrain Elevation | ||
| Retrievals of water vapour and temperature exploiting the far-infrared: application to aircraft observations in preparation for the FORUM mission | Panditharatne, Sanjeevani, Brindley, Helen, Cox, Caroline, Siddans, Richard, Murray, Jonathan, Warwick, Laura, Fox, Stuart | 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, Surface Temperature, Skin Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds | ||
| Remote Sensing Improves Multi-Hazard Flooding and Extreme Heat Detection | Preisser, Matthew, Passalacqua, Paola | 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Remote Sensing Monitoring and Evaluation of Hydrology and Water Resources | Lu, Shanlong | Land Use/Land Cover Classification | ||
| Remote Sensing of Live Fuel Moisture for Wildfires Using SMAP Satellite | Cho, Kyeungwoo, Abraham, Saji, Kumar, Sujay V., Wang, Jingfeng | Brightness Temperature, Surface Soil Moisture | ||
| Representing gender inequality in scenarios improves understanding of climate challenges | Andrijevic, Marina, Zimm, Caroline, Moyer, Jonathan D., Muttarak, Raya, Pachauri, Shonali | Tourism, Infrastructure, Public Health, Poverty Levels, Sustainability, Land Use/Land Cover, Population Distribution | ||
| Research on high-precision inversion method of near-surface CH4 concentration based on the synergy of multi-source data | 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) | ||
| Research on the impact of land use and land cover changes on local meteorological conditions and surface ozone in the north China plain from 2001 to 2020. | Fang, Chunsheng, Li, Xinlong, Li, Juan, Tian, Jiaqi, Wang, Ju | Land Use/Land Cover Classification | ||
| Reserve asset or empty promise? Revealing the role of new croplands for improving food production potential in China | Chen, Hang, Xia, Hao, Ding, Guanqiao, Tan, Yongzhong, Xiao, Wu, Prishchepov, Alexander V. | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Remote sensing of vegetation phenology in the northern hemisphere from | Wang, Yipu, Liu, Qingyang, Li, Rui, Hu, Jiheng, Zhang, Peng, Song, Binbin | Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance | ||
| Remote Sensing-Based Monitoring of Agricultural Drought and Irrigation Adaptation Strategies in the Antalya Basin, Turkiye | Lakshmi, Venkataraman, Kir, Elif Gulen, Kir, Alperen, Fang, Bin | Surface Soil Moisture | ||
| Remote Sensing-Based Phenology of Dryland Vegetation: Contributions and | Dutra, Andeise Cerqueira, Srivastava, Ankur, Ganem, Khalil Ali, Arai, Egidio, Huete, Alfredo, Shimabukuro, Yosio Edemir | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Use/Land Cover Classification, Plant Phenology, Plant Phenological Changes, Vegetation Index |
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| Remote sensing-based spatiotemporal dynamics of agricultural drought on | 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 | ||
| Resilience assessment of an urban rail transit network under natural | Chen, Jinqu, Liu, Xiaowei, Hu, Xinyue, Du, Bo, Yin, Yong | 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), Wind Dynamics, Wind Direction Tendency, Wind Speed Tendency, Wind Direction Tendency, Wind Speed Tendency, Precipitation Amount, Precipitation Rate, Snow, Rain |
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| Resilience to Forest Fires: An Indicator-Based Study in a Tropical Forest of Uttarakhand, India | Aryalakshmi, M., Indu, J., Karthikeyan, L. | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance | ||
| Response of China's Terrestrial Carbon Uptake to Shift in Nitrogen | Zhang, L., Li, P., Yu, G., He, H., Jia, Y., Zhu, J., Ju, W., Zhang, C., Ren, X., Wang, T., Zheng, Y., WU, H. | Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff | ||
| Reconstruction of Cloudy Land Surface Temperature by Combining Surface Energy Balance Theory and Solar-cloud-satellite Geometry | Du, Wenhui, Li, Zhao-Liang, Qin, Zhihao, Fan, Jinlong, Liu, Xiangyang, Zhao, Chunliang, Cao, Kun | Land Surface Temperature, Emissivity |
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| Reconstruction of Daily MODIS 250-m Two-Band Enhanced Vegetation Index | Liu, Xinkai, Hao, Song, Li, Zhen, Wang, Yu, Chan, Ka Lok | Land Use/Land Cover Classification | ||
| Reconstruction of Effective Cross-Sections from DEMs and Water Surface | Rezende, Isadora, Fatras, Christophe, Oubanas, Hind, Gejadze, Igor, Malaterre, Pierre-Olivier, Pena-Luque, Santiago, Domeneghetti, Alessio | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM) | ||
| Reconstruction of forest change in highland Thailand: Evidence of anthropogenic disturbance, agriculture, and ecological restoration | Sattraburut, Thunyapat, Vongvassana, Sirasit, Phutthai, Thamarat, Thasod, Yupa | Reforestation, Terrestrial Ecosystems, Permafrost, Rock Glaciers, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Thickness/Ice Sheet Thickness, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Growth/Melt, Ice Roughness, Ice Temperature, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Reflectance, Sea Ice Motion, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice, Snow Cover, Landslides, Aeolian Landforms, Coastal Landforms, Fluvial Landforms, Glacial Landforms, Karst Landforms, Tectonic Landforms, Land Use/Land Cover Classification, Landscape Ecology, Landscape Patterns, Landscape Processes, Reforestation, Surface Roughness, Terrain Elevation, Topographic Effects, Barrier Islands, Beaches, Deltas, Dunes, Estuaries, Fjords, Inlets, Lagoons, Mangroves, Marshes, Rocky Coasts, Shorelines, Wind Waves, Surface Winds, Ice Deformation, Ice Depth/Thickness, Ice Edges, Ice Extent, Ice Floes, Ice Roughness, Ice Types, Icebergs, Leads, Pack Ice, Polynyas, Sea Ice Motion, Glacial Landforms, Caldera, Cinder Cone, Faults, Folds, Geyser, Graben, Horst, Lava Dome, Lava Plain, Maar, Mountains, Plateau, Ridge, Rift Valley, Tuya, Volcano, Tectonic Landforms, Earthquakes, Plate Tectonics, Volcanic Activity, Glacier Elevation/Ice Sheet Elevation, Glacier Motion/Ice Sheet Motion, Glacier Topography/Ice Sheet Topography, Glaciers, Ice Sheets, Icebergs, Ice Extent, Ice Growth/Melt, Ice Motion, Ice Velocity, Lake Ice, Permafrost, River Ice | ||
| Reconstruction of understory terrain based on machine learning combined | Xu, Weifeng, Li, Jun, Peng, Dailiang, Wen, Di | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height | ||
| Record Warmth and Unprecedented Drop in Equatorial Atlantic Sea Surface | Tuchen, Franz Philip, Foltz, Gregory R., Lee, SangKi, Perez, Renellys C., Prigent, Arthur, Brandt, Peter, McPhaden, Michael J., Lopez, Hosmay, Kim, Dongmin, West, Robert | 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 | ||
| Record-setting cyanobacterial bloom in the largest freshwater lake in northern China caused by joint effects of hydrological variations and nutrient enrichment | Tao, Yulong, Zhang, Yiran, Kong, Xiangzhen, Zhang, Sheng, Xue, Yufei, Ao, Wen, Pang, Bo, Dou, Huashan, Xue, Bin | Land Surface Temperature, Emissivity | ||
| Retrieving cloud-base height and geometric thickness using the oxygen | Nagao, Takashi M., Suzuki, Kentaroh, Kuji, Makoto | 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, Surface Temperature, Skin Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Sea Surface Temperature |
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| Retrieving the atmospheric concentrations of carbon dioxide and methane from the European Copernicus CO2M satellite mission using artificial neural networks | Reuter, Maximilian, Hilker, Michael, Noel, Stefan, Di Noia, Antonio, Weimer, Michael, Schneising, Oliver, Buchwitz, Michael, Bovensmann, Heinrich, Burrows, John P., Bosch, Hartmut, Lang, Ruediger | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Reflectance |