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 Reflectance Data
List of peer-reviewed publications that cite using Reflectance data.
Filters
| Title | Year Sort ascending | Author | Topic | Dataset |
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| Gridded reconstruction of cropland cover changes in Northeast China from AD 1000 to 1200 | Jia, Ran, Fang, Xiuqi, Ye, Yu | Canopy Characteristics, Leaf Characteristics, Plant Characteristics, Vegetation Cover, Vegetation Index, Vegetation Index, Albedo, Reflectance | ||
| Grounding line retreat and tide-modulated ocean channels at | Li, Tian, Dawson, Geoffrey J., Chuter, Stephen J., Bamber, Jonathan L. | Ice Velocity, Grounding Line, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance, Bathymetry, Bed Elevation, Firn Air Content, Glacier/Ice Sheet Thickness, Terrain Elevation, Glacier Elevation/Ice Sheet Elevation | ||
| Improvements in the Canadian Earth System Model (CanESM) through | Sigmond, Michael, Anstey, James, Arora, Vivek, Digby, Ruth, Gillett, Nathan, Kharin, Viatcheslav, Merryfield, William, Reader, Catherine, Scinocca, John, Swart, Neil, Virgin, John, Abraham, Carsten, Cole, Jason, Lambert, Nicolas, Lee, Woo-Sung, Liang, Yongxiao, Malinina, Elizaveta, Rieger, Landon, von Salzen, Knut, Seiler, Christian, Seinen, Clint, Shao, Andrew, Sospedra-Alfonso, Reinel, Wang, Libo, Yang, Duo | 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, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone | ||
| Improved global 250 m 8-day NDVI and EVI products from 20002021 using the LSTM model | Xiong, Changhao, Ma, Han, Liang, Shunlin, He, Tao, Zhang, Yufang, Zhang, Guodong, Xu, Jianglei | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Increased dust transport from Patagonia to eastern Antarctica during 20002020 | Shi, Cuicui, Mao, Rui, Gong, Dao-Yi, Kim, Seong-Joong, Feng, Xingya, Sun, Yijie, Dong, Huilong | 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, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms, Atmospheric Ozone | ||
| Increased Grain Crop Production Intensifies the Water Crisis in Northern | Li, Xiaojie, Zhang, Yongqiang, Ma, Ning, Zhang, Xuanze, Tian, Jing, Zhang, Lu, McVicar, Tim R., Wang, Enli, Xu, Junzeng | 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, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity, Reflectance, Albedo, Anisotropy, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI) |
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| Land Surface Albedo Retrieval in the Visible Band in Hefei, China, Based | Han, Lu, Cai, Yi, Shi, Min, Xu, Qingshan, Xu, Chidong, Cheng, Chen, Lu, Wenqiang, Shi, Jianjun | Reflectance | ||
| Large-area soil mapping based on environmental similarity with adaptive | Fan, Xingchen, Fan, Naiqing, Qin, Cheng-Zhi, Zhao, Fang-He, Zhu, Liang-Jun, Zhu, A-Xing | Reflectance | ||
| Landslide susceptibility assessment in scarce-data regions using remote sensing data | Aristizabal-Giraldo, Edier Vicente, Ruiz-Vasquez, Diana | 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 | ||
| Landslide susceptibility zonation of a hilly region: A quantitative approach | Swain, Janaki Ballav, Singh, Ningthoujam James, Gupta, Lovi Raj | 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 | ||
| Large discrepancies among remote sensing indices for characterizing vegetation growth dynamics in Nepal | Zhou, Decheng, Zhang, Liangxia, Hao, Lu, Sun, Ge, Xiao, Jingfeng, Li, Xing | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Reflectance, Anisotropy |
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| Satellite evidence for small biophysical effects of transport infrastructure in the Qinghai-Tibet Plateau | Zhou, Decheng, Zhang, Liangxia, Huang, Lin, Fan, Jiangwen, Li, Yuzhe, Zhang, Haiyan | Land Surface Temperature, Emissivity, Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Satellite forecasting of crop harvest can trigger a cross-hemispheric production response and improve global food security | Tanaka, Tetsuji, Sun, Laixiang, Becker-Reshef, Inbal, Song, Xiao-Peng, Puricelli, Estefania | Reflectance | ||
| Satellite Sensed Data-Dose Response Functions: A Totally New Approach | Kouremadas, Georgios, Christodoulakis, John, Varotsos, Costas, Xue, Yong | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, 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, Optical Depth/Thickness, Radiative Flux | ||
| Satellite solarinduced chlorophyll fluorescence tracks physiological drought stress development during 2020 southwest US drought | Zhang, Yao, Fang, Jianing, Smith, William Kolby, Wang, Xian, Gentine, Pierre, Scott, Russell L., Migliavacca, Mirco, Jeong, Sujong, Litvak, Marcy, Zhou, Sha | Reflectance, Anisotropy | ||
| Seasonal forecast of soil moisture over Mediterranean-climate forest | Chandra Joshi, Rakesh, Ryu, Dongryeol, Lane, Patrick N.J., Sheridan, Gary J. | Land Surface Temperature, Emissivity, Reflectance, Anisotropy | ||
| Satellite-Based Ranking of the World's Hottest and Coldest Cities Reveals Inequitable Distribution of Temperature Extremes | Li, Jiufeng, Zhan, Wenfeng, Chakraborty, T. C., Liu, Zihan, Du, Huilin, Liao, Weilin, Luo, Ming, Li, Long, Miao, Shiqi, Fu, Huyan, Wang, Shasha, Huang, Fan, Li, Manchun | Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Revisiting biophysical impacts of greening on precipitation over the Loess Plateau of China using WRF with water vapor tracers | Liu, Yu, Ge, Jun, Guo, Weidong, Cao, Yipeng, Chen, Chaorong, Luo, Xing, Yang, Limei, Wang, Shiyao | Albedo, Anisotropy, Reflectance, Land Use/Land Cover Classification | ||
| Retrieving decametric-resolution leaf chlorophyll content from GF-6 WFV by assessing the applicability of red-edge vegetation indices | Gu, Chenpeng, Li, Jing, Liu, Qinhuo, Zhang, Hu, Liu, Liangyun, Mumtaz, Faisal, Dong, Yadong, Zhao, Jing, Wang, Xiaohan, Liu, Chang | Primary Production, Agricultural Lands, Leaf Characteristics, Chlorophyll, Photosynthetically Active Radiation, Reflectance | ||
| Projecting live fuel moisture content via deep learning | Miller, Lynn, Zhu, Liujun, Yebra, Marta, Rudiger, Christoph, Webb, Geoffrey I. | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Anisotropy | ||
| Regionalscale wilting point estimation using satellite SIF, radiativetransfer inversion, and soilvegetationatmosphere transfer simulation: A grassland study | Kiyono, T., Noda, H. M., Kumagai, T., Oshio, H., Yoshida, Y., Matsunaga, T., Hikosaka, K. | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Photosynthesis, Primary Production, Vegetation Productivity, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Vegetation Cover, Land Use/Land Cover Classification, Snow Grain Size, Snow Cover, Land Surface Temperature, Emissivity |
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| Response of greater sage-grouse to sagebrush reduction treatments in | Smith, Kurt T., Levan, Jason R., Chalfoun, Anna D., Christiansen, Thomas J., Harter, Stanley R., Oberlie, Sue, Beck, Jeffrey L. | Reflectance | ||
| Reconstructing Continuous Ice Sheet Elevation Changes in the Amundsen | Yue, Lianzhe, Chao, Nengfang, Chen, Gang, Chen, Lihao, Zhang, Baojun, Sun, Runzhi, Zhang, Yanze, Wang, Shuai, Wang, Zhengtao, Li, Fupeng, Yu, Nan, Ouyang, Guichong | Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance, Terrain Elevation, Glacier Elevation/Ice Sheet Elevation | ||
| Climate and management impacts on the spatiotemporal dynamics of water-carbon fluxes in the North China Plain | Wang, Xingwang, Lei, Huimin, Li, Jiadi, Qu, Yanping, Kong, Dongdong, Huo, Zailin | Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy | ||
| Characteristics of Remotely Sensed Urban Pollution Island (UPI) & its Linkage with Surface Urban Heat Island (SUHI) over Eastern India | Barat, Archisman, Parth Sarthi, P. | Aerosol Optical Depth/Thickness, Land Surface Temperature, Emissivity, Aerosol Backscatter, Aerosol Extinction, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance |