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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| Improved global estimates of terrestrial evapotranspiration using the MODIS and VIIRS sensors | Endsley, K. Arthur, Zhao, Maosheng, Kimball, John S., Albrethsen, Tyler, Devadiga, Sadashiva | Albedo, Anisotropy, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Reflectance, Topographical Relief Maps, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
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| Increased early-season productivity drives earlier peak of vegetation photosynthesis across the Northern Hemisphere | Liu, Zunchi, Fu, Yongshuo H., Chen, Deliang, Crowther, Thomas W., Ding, Ruiqiang, Hao, Fanghua, Vitasse, Yann, Zhang, Xuan, Zhou, Sha, Zohner, Constantin M. | Land Use/Land Cover Classification, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Land surface temperature variability and climate change assessment for Ludhiana's tehsils using google earth engine | Kochhar, Aarti, Patel, Shashikant, Gupta, Ritika, Dhaliwal, Manveer Kaur, Pateriya, Brijendra | Reflectance, Land Surface Temperature, Emissivity | ||
| Land Use and Land Cover Change Patterns from Orbital Remote Sensing Products: Spatial Dynamics and Trend Analysis in Northeastern Brazil | Silva, Jhon Lennon Bezerra da, Silva, Marcos Vinicius da, Lopes, Pabricio Marcos Oliveira, Santos, Rodrigo Couto, Carvalho, Ailton Alves de, Moura, Geber Barbosa de Albuquerque, Silva, Thieres George Freire da, Cezar Bezerra, Alan, Jardim, Alexandre Manicoba da Rosa Ferraz, Ferreira, Maria Beatriz, Silva, Patricia Costa, Silva, Josef Augusto Oberdan Souza, Mesquita, Marcio, Batista, Pedro Henrique Dias, Jordan, Rodrigo Aparecido, Oliveira, Henrique Fonseca Elias de | Total Surface Precipitation Rate, Reflectance | ||
| Late Quaternary palaeoenvironmental and palaeogeographic evolution in | Alli, Pamela, Montes, Alejandro, Candel, Soledad, Borromei, Ana Maria, Rodriguez, Silvana, Coronato, Andrea, Lopez, Ramiro | 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-scale diurnal responses of solar-induced chlorophyll fluorescence | Zhao, Dayang, Zhang, Zhaoying, Zhang, Yongguang | Land Use/Land Cover Classification, Reflectance, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Plant Phenology, Enhanced Vegetation Index (EVI) | ||
| Large-scale evaluation of WRF-chem model and dry deposition schemes | Silva, Rui, Carvalho, Ana Cristina, Carvalho, David, Rocha, Alfredo | 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), Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance | ||
| Landsat-Derived Rainfed and Irrigated-Area Product for Conterminous United States for the Year 2020 (LRIP30 CONUS 2020) Using Supervised and Unsupervised Machine Learning on the Cloud | Teluguntla, Pardhasaradhi, Thenkabail, Prasad S., Oliphant, Adam, Aneece, Itiya, Biggs, Trent, Gumma, Murali Krishna, Foley, Daniel, McCormick, Richard, Neelam, Rohitha, Long, Emerson, Lawton, Jake | Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, Vegetation Cover, Reflectance |
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| Scope for waterfowl to speed up migration to a warming Arctic | Linssen, Hans, Lameris, Thomas K., Boom, Michiel P., Nuijten, Rascha J. M., Buitendijk, Nelleke H., Dokter, Adriaan M., Ebbinge, Barwolt S., Eichhorn, Gotz, Geisler, Jan, Haitjema, Trinus, Kolzsch, Andrea, Kruckenberg, Helmut, Leyrer, Jutta, Madsen, Jesper, Mitchell, Carl, Moonen, Sander, Muskens, Gerhard J. D. M., Schreven, Kees H. T., Vergin, Lisa, Versluijs, Tom S. L., Shamoun-Baranes, Judy Z., van Loon, E. Emiel, Nolet, Bart A. | Reflectance, Total Surface Water | ||
| Satellite Monitoring of Postfire Normalized Burn Ratio Dynamics in | Shvetsov, E. G. | Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| Satellite Remote Sensing Reveals More Beneficial Effect of Forest Plant Diversity on Drought Resistance in More Arid Areas of Yunnan, China | Ma, Guotao, Sun, Hao, Hu, Keke, Zhou, Hong | Reflectance | ||
| Seasonal Ice Phenology of High-Latitude Lakes through Spaceborne L-Band Radiometry | Kumawat, Divya, Zuber, M D, Ebtehaj, Ardeshir, Kumar, Vipin, Steinbach, Michael | Reflectance | ||
| Seasonal agricultural irrigation water deficit in northern China: pattern, trend and causality | Li, Xiaojie, Zhang, Yongqiang, Tian, Jing, Zhang, Xuanze, Ma, Ning | Reflectance, Albedo, Anisotropy, Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity |
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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 | ||
| Retrieving vertical profiles of cloud droplet effective radius using multispectral measurements from MODIS: examples and limitations | Buggee, Andrew J., Pilewskie, Peter | Photosynthesis, Primary Production, Vegetation Productivity, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, 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 | ||
| Revealing European-wide ecosystem strategies to drought from space | Chen, Qi, Timmermans, Joris, van Bodegom, Peter M. | Reflectance, Evapotranspiration, Latent Heat Flux | ||
| S-mode: The sub-mesoscale ocean dynamics experiment | Farrar, J. Thomas, DAsaro, Eric, Rodriguez, Ernesto, Shcherbina, Andrey, Lenain, Luc, Omand, Melissa, Wineteer, Alex, Bhuyan, Paban, Bingham, Fred, Villas Boas, A. B., Czech, Erin, DAddezio, Joseph, Freilich, Mara, Grare, Laurent, Hypolite, Delphine, Jacobs, Gregg, Klein, Patrice, Lang, Sarah, Leyba, Ines M., Li, Zhijin, Mahadevan, Amala, McWilliams, James, Menemenlis, Dimitris, Middleton, Leo, Molemaker, Jeroen, ONeill, Larry, Perkovic-Martin, Dragana, Pizzo, Nick, Rainville, Luc, Rocha, Cesar, Samelson, R. M., Simoes-Sousa, Iury, Statom, Nick, Thompson, Andrew, Thompson, David, Torres, Hector, Uchoa, Igor, Wenegrat, Jacob, Westbrook, Elizabeth | Salinity, Water Depth, CURRENT PROFILES, Sea Level Pressure, OCEAN TEMPERATURE PROFILES, Oxygen, Scattering, Chlorophyll Concentration, SURFACE CURRENTS, SUBSURFACE CURRENTS, Sea Surface Skin Temperature, Visible Radiance, VISIBLE IMAGERY, Atmospheric Winds, Wind Profiles, Surface Winds, Atmospheric Temperature, Humidity, Atmospheric Pressure Measurements, Salinity/Density, Fluorescence, Conductivity, OCEAN SALINITY PROFILES, Attenuation/Transmission, Photosynthetically Active Radiation, Chlorophyll, Nitrate, Ocean Mixed Layer, Fronts, Water Temperature, Water Pressure, PRACTICAL SALINITY, Potential Temperature, Ocean Temperature, Visible Wavelengths, Infrared Wavelengths, Doppler Velocity, Radar Backscatter, Ocean Chemistry, Silicate, Phosphate, Inorganic Carbon, Organic Carbon, Nitrite, Sea Surface Temperature, Relative Humidity, Surface Temperature, Surface Winds, Buoy Position, Radiance, Lidar, Reflectance, Chlorophyll, Downwelling Shortwave Radiation, Downwelling Longwave Radiation, Longwave Radiation |
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| Retrieval of Snow Grain Size over the Tibetan Plateau: Preliminary | Zhang, Yunlong, Tian, Yixiang | Reflectance, Reflectance, Terrain Elevation | ||
| Radiative forcing reduced by early twenty-first century increase in land albedo | Hou, Zhengyang, Zhang, Liqiang, Peng, Jingjing, Forzieri, Giovanni, Jia, Aolin, Xiao, Zhiqiang, Qu, Ying, Lin, Jintai, Ji, Duoying, Zhu, Zidong, Yao, Xin, Peng, Shuwen, Zhao, Lanpu, Fan, Wenjie, Wu, Zhaocong, Geng, Hao, Wang, Qihao, Zhou, Chenghu, Liu, Suhong, Zhang, Liangpei | Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy, Albedo, Snow Cover | ||
| Radiative response to large decline in anthropogenic emissions from China between 2008 and 2016 is modified by simultaneous biomass burning emission changes | Chen, Y., Turnock, S. T., Scott, C. E., Arnold, S. R. | 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, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Cloud Condensation Nuclei, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, 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 | ||
| Quantitative threshold effects identification of urban green exposure on | Zheng, Yicheng, Hamm, Nicholas A.S., Lin, Tao, Liu, Jue, Zhou, Tongyu, Ren, Xiaopeng, Bai, Xinwen, Geng, Hongkai, Zhang, Junmao, Jia, Zixu, Chen, Yuan | 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 | ||
| Radiative effects of black carbon in the Arctic due to recent extreme summer fires | Chen, Xin-Tong, Kang, Shi-Chang, Shao, Dong-Hang, Hu, Yu-Ling, Yang, Jun-Hua, Xu, Mian | 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 | ||
| Quantifying the impact of air pollution from coal-fired electricity generation on crop productivity in India | Singh, Kirat, Lobell, David B., Azevedo, Ines M. L. | Reflectance, Anisotropy | ||
| Quantifying the impact of urban geometry on the urban albedo: A | Zhou, Hongyan, Chen, Guanwen, Mei, Shuojun, Hang, Jian, Aktas, Yasemin D., Yang, Xinyan, Wang, Kai | 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, Reflectance, Anisotropy | ||
| Quantifying heat-related risks from urban heat island effects: A global | Hao, Ming, Liu, Xue, Li, Xia | Land Surface Temperature, Emissivity, Reflectance, Total Surface Water |