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.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Review of puma density estimates reveals sources of bias and variation, and the need for standardization | Murphy, Sean M., Beausoleil, Richard A., Stewart, Haley, Cox, John J. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Photosynthesis, Primary Production, Vegetation Productivity | ||
| Revisiting dry season vegetation dynamics in the Amazon rainforest using different satellite vegetation datasets | Xie, Xiaoming, He, Bin, Guo, Lanlan, Huang, Ling, Hao, Xingming, Zhang, Yafeng, Liu, Xuebang, Tang, Rui, Wang, Sifan | Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | ||
| Saharan dust and childhood respiratory symptoms in Benin | McElroy, Sara, Dimitrova, Anna, Evan, Amato, Benmarhnia, Tarik | Aerosol Optical Depth/Thickness, Reflectance | ||
| Robust evidence for reversal of the trend in aerosol effective climate forcing | Quaas, Johannes, Jia, Hailing, Smith, Chris, Albright, Anna Lea, Aas, Wenche, Bellouin, Nicolas, Boucher, Olivier, Doutriaux-Boucher, Marie, Forster, Piers M., Grosvenor, Daniel, Jenkins, Stuart, Klimont, Zbigniew, Loeb, Norman G., Ma, Xiaoyan, Naik, Vaishali, Paulot, Fabien, Stier, Philip, Wild, Martin, Myhre, Gunnar, Schulz, Michael | 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, Reflectance | ||
| Robustness of Bergmann's and Rapoport's rules to different geographical | Ten Caten, Cleber, LimaRibeiro, Matheus Souza, YanezArenas, Carlos, Villalobos, Fabricio, DiazGamboa, Luis, Terribile, Levi Carina | Vegetation Index, Vegetation Cover, Normalized Difference Vegetation Index (NDVI), Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Retrieval of ice water path from the Microwave Humidity Sounder (MWHS) aboard FengYun-3B (FY-3B) satellite polarimetric measurements based on a deep ... | Wang, Wenyu, Wang, Zhenzhan, He, Qiurui, Zhang, Lanjie | 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 | ||
| Retrieval of the Leaf Area Index from MODIS Top-of-Atmosphere | Wang, Weiyan, Ma, Yingying, Meng, Xiaoliang, Sun, Lin, Jia, Chen, Jin, Shikuan, Li, Hui | Land Use/Land Cover Classification, Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Attitude Characteristics, ORBITAL CHARACTERISTICS, Viewing Geometry |
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| Retrieval of the leaf area index from Visible Infrared Imaging Radiometer Suite (VIIRS) surface reflectance based on unsupervised domain adaptation | Li, Juan, Xiao, Zhiqiang, Sun, Rui, Song, Jinling | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance | ||
| Retrieval of UVvisible aerosol absorption using AERONET and OMIMODIS synergy: spatial and temporal variability across major aerosol environments | Kayetha, Vinay, Torres, Omar, Jethva, Hiren | Reflectance, Snow Grain Size, Snow Cover, Aerosol Extinction, Aerosol Optical Depth/Thickness | ||
| Retrievals of ice microphysical properties using dual-wavelength polarimetric radar observations during stratiform precipitation events | Tetoni, Eleni, Ewald, Florian, Hagen, Martin, Kocher, Gregor, Zinner, Tobias, Gro, Silke | Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Clouds, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types | ||
| Root zone soil moisture assessment at the farm scale using remote sensing and water balance models | Supriyasilp, Thanaporn, Suwanlertcharoen, Teerawat, Pongput, Nudnicha, Pongput, Kobkiat | Reflectance | ||
| Rapid assessment of plant diversity using MODIS biophysical proxies | Mahanand, Swapna, Behera, Mukunda Dev, Roy, Partha Sarathi | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Rapid glacier mass loss in the Southeastern Tibetan Plateau since the year 2000 from satellite observations | Zhao, Fanyu, Long, Di, Li, Xingdong, Huang, Qi, Han, Pengfei | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Reflectance, Glacier Elevation/Ice Sheet Elevation | ||
| Quantitative Land-Cover Reconstructions for China over the Past 6000 | Xu, Qinghai, Gaillard, Marie-Jose, Zheng, Zhuo, Fang, Xiuqi, Kaplan, Jed O. | Canopy Characteristics, Leaf Characteristics, Plant Characteristics, Vegetation Cover, Vegetation Index, Vegetation Index, Albedo, Reflectance | ||
| Radiative and microphysical responses of clouds to an anomalous increase in fire particles over the Maritime Continent in 2015 | Takeishi, Azusa, Wang, Chien | Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, 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, Total Surface Precipitation Rate |
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| Quantification of Urban Forest and Grassland Carbon Fluxes Using Field Measurements and a SatelliteBased Model in Washington DC/Baltimore Area | Winbourne, J. B., Smith, I. A., Stoynova, H., Kohler, C., Gately, C. K., Logan, B. A., Reblin, J., Reinmann, A., Allen, D. W., Hutyra, L. R. | Reflectance, Anisotropy | ||
| Relative importance of high-latitude local and long-range-transported dust for Arctic ice-nucleating particles and impacts on Arctic mixed-phase clouds | Shi, Yang, Liu, Xiaohong, Wu, Mingxuan, Zhao, Xi, Ke, Ziming, Brown, Hunter | Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Clouds, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types | ||
| Remote estimates of total suspended matter in China's main estuaries using Landsat images and a weight random forest model | Wang, Xiang, Wen, Zhidan, Liu, Ge, Tao, Hui, Song, Kaishan | Reflectance | ||
| Remotely sensed spatiotemporal variation in crude protein of shortgrass steppe forage | Irisarri, Jorge Gonzalo N., Durante, Martin, Derner, Justin D., Oesterheld, Martin, Augustine, David J. | Reflectance | ||
| Remote sensingBased assessment of the water-use efficiency of maize over a large, arid, regional irrigation district | Jiang, Lei, Yang, Yuting, Shang, Songhao | Reflectance, Land Surface Temperature, Emissivity | ||
| Resolve the ClearSky Continuous Diurnal Cycle of HighResolution ECOSTRESS Evapotranspiration and Land Surface Temperature | Wen, Jiaming, Fisher, Joshua B., Parazoo, Nicholas C., Hu, Leiqiu, Litvak, Marcy E., Sun, Ying | Reflectance, 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, Geopotential Height, Altitude, Surface 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, Evapotranspiration, Latent Heat Flux, Ecosystem Functions, Precipitation Amount, Maximum/Minimum Temperature, Terrestrial Ecosystems, Land Use/Land Cover Classification, Trace Gases/Trace Species, Soil Gas/Air |
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| Recent decrease in inner-core rain rate of tropical cyclones over the | Wei, Na, Song, Jinjie, Dai, Yifei, Jiang, Sulin, Duan, Yihong | 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 | ||
| Region-scale estimation of potential groundwater recharge in soft and hard rock formations through a distributed water balance in the area of influence of the tropical dry forest in the Cauca River canyon, Antioquia, Colombia | Bastidas, Breiner Dan, Ossa, Juliana, Martinez, Cristina, Vela, Maria Alejandra, Betancur, Teresita, Osorio, Arbei | 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 | ||
| Reevaluating trophic discrimination factors (13C and 15N) for diet reconstruction | Stephens, Ryan B., Ouimette, Andrew P., Hobbie, Erik A., Rowe, Rebecca J. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Rapid rise in premature mortality due to anthropogenic air pollution in fast-growing tropical cities from 2005 to 2018 | Vohra, Karn, Marais, Eloise A., Bloss, William J., Schwartz, Joel, Mickley, Loretta J., Van Damme, Martin, Clarisse, Lieven, Coheur, Pierre-F. | Nitrogen Dioxide, 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, Reflectance |