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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| Evaluation of WRF-Chem PM<SUB loc="post">2.5</SUB> simulations in Thailand with different anthropogenic and biomass-burning emissions | Thongsame, Worapop, Henze, Daven K., Kumar, Rajesh, Barth, Mary, Pfister, Gabriele | Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, 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 | ||
| Evaluation of Summertime Passive Microwave and Reanalysis Sea-Ice | Song, Kexin, Minnett, Peter J. | 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, Reflectance, Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth, Sea Ice Concentration, Snow Depth, Ice Extent, Ice Extent, Ice Temperature, Ice Temperature |
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| Extended aerosol and surface characterization from S5P/TROPOMI with | Chen, Cheng, Litvinov, Pavel, Dubovik, Oleg, Bindreiter, Lukas, Matar, Christian, Fuertes, David, Lopatin, Anton, Lapyonok, Tatyana, Lanzinger, Verena, Hangler, Andreas, Aspetsberger, Michael, de Graaf, Martin, Tilstra, Lieuwe Gijsbert, Stammes, Piet, Dandocsi, Alexandru, Gasbarra, Daniele, Fluck, Elody, Zehner, Claus, Retscher, Christian | Albedo, Anisotropy, Reflectance | ||
| Extended aerosol and surface characterization from S5P/TROPOMI with | Litvinov, Pavel, Chen, Cheng, Dubovik, Oleg, Bindreiter, Lukas, Matar, Christian, Fuertes, David, Lopatin, Anton, Lapyonok, Tatyana, Lanzinger, Verena, Hangler, Andreas, Aspetsberger, Michael, de Graaf, Martin, Tilstra, Lieuwe Gijsbert, Stammes, Piet, Dandocsi, Alexandru, Gasbarra, Daniele, Fluck, Elody, Zehner, Claus, Retscher, Christian | Albedo, Anisotropy, Reflectance | ||
| Impact of direct insertion of SMAP soil moisture retrievals in WRF-Chem for dust storm events in the western US | Lee, Jared A., Jimenez, Pedro A., Kumar, Rajesh, He, Cenlin | Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, 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 | ||
| Multispectral analysis-ready satellite data for three East African mountain ecosystems | Bhandari, Netra, Bald, Lisa, Wraase, Luise, Zeuss, Dirk | Reflectance | ||
| Multispectral optical images and SAR for geological application: case of | Lima Abasolo, Aracely, Vazquez Hoehne, Antonio, Molina Sanchez, Inigo, Mayorga-Torres, Tannia | 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 | ||
| Multivariate analysis of land surface dynamics in Central Asia: patterns of trends and drivers under a changing climate | Uereyen, Soner, Klein, Igor, Eisfelder, Christina, Kuenzer, Claudia | Reflectance | ||
| Natural forest regeneration is projected to reduce local temperatures | Alibakhshi, Sara, Cook-Patton, Susan C., Davin, Edouard, Maeda, Eduardo Eiji, Araujo, Miguel Bastos, Heinlein, Daniel, Heiskanen, Janne, Pellikka, Petri, Crowther, Thomas W. | Land Surface Temperature, Emissivity, Albedo, Anisotropy, Reflectance, Evapotranspiration, Latent Heat Flux | ||
| Numerical simulation of aerosol concentration effects on cloud droplet size spectrum evolutions of warm stratiform clouds in Jiangxi, China | Li, Yi, Liu, Xiaoli, Cai, Hengjia | 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 | ||
| Novel Use of Image Time Series to Distinguish Dryland Vegetation Responses to Wet and Dry Years | Myers, Emily R., Browning, Dawn M., Burkett, Laura M., James, Darren K., Bestelmeyer, Brandon T. | Reflectance | ||
| Nitrogen load estimates from six nonpoint sources on Long Island, New York, from 1900 to 2019 | Monti,, Jack, Walter, Donald A., Jahn, Kalle L. | Albedo, Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Reflectance | ||
| Noise reduction for solar-induced fluorescence retrievals using machine learning and principal component analysis: simulations and applications to GOME-2 satellite ... | Joiner, Joanna, Yoshida, Yasuko, Guanter, Luis, Lamsal, Lok, Li, Can, Fasnacht, Zachary, Kohler, Philipp, Frankenberg, Christian, Sun, Ying, Parazoo, Nicholas | Chlorophyll, Primary Production, Reflectance | ||
| Palaeolake Jeinimeni and ice-marginal geomorphology of the central Patagonian Lago General Carrera/Buenos Aires ice-lobe (46.5 S) | Pike, Joshua H., Palmer, Adrian P., Thorndycraft, Varyl R. | 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 | ||
| Parameterization proposal to determine the feasibility of geographic areas for the green hydrogen industry under socio-environmental and technical ... | San Martin, Marco, Poch, Paola, Carmona, Roberto, Rodriguez, Pablo, Rodriguez, Angel, Garrido, Rene, Serafini, Daniel, Mena, Marcelo, Valdes, Javier, Masip, Yunesky | 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 | ||
| Overview of satellite image radiometry in the solar-reflective optical domain | Teillet, Philippe M. | Reflectance | ||
| Parsimonious estimation of hourly surface ozone concentration across China during 20152020 | Zhang, Wenxiu, Liu, Di, Tian, Hanqin, Pan, Naiqin, Yang, Ruqi, Tang, Wenhan, Yang, Jia, Lu, Fei, Dayananda, Buddhi, Mei, Han, Wang, Siyuan, Shi, Hao | Atmospheric Ozone, Atmospheric Ozone, Reflectance, Aerosol Optical Depth/Thickness, Land Use/Land Cover Classification |
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| Partial asynchrony of coniferous forest carbon sources and sinks at the | Silvestro, Roberto, Mencuccini, Maurizio, Garcia-Valdes, Raul, Antonucci, Serena, Arzac, Alberto, Biondi, Franco, Butto, Valentina, Camarero, J. Julio, Campelo, Filipe, Cochard, Herve, Cufar, Katarina, Cuny, Henri E., de Luis, Martin, Deslauriers, Annie, Drolet, Guillaume, Fonti, Marina V., Fonti, Patrick, Giovannelli, Alessio, Gricar, Jozica, Gruber, Andreas, Gryc, Vladimir, Guerrieri, Rossella, Guney, Aylin, Guo, Xiali, Huang, Jian-Guo, Jyske, Tuula, Kaspar, Jakub, Kirdyanov, Alexander V., Klein, Tamir, Lemay, Audrey, Li, Xiaoxia, Liang, Eryuan, Lintunen, Anna, Liu, Feng, Lombardi, Fabio, Ma, Qianqian, Makinen, Harri, Malik, Rayees A., Martinez del Castillo, Edurne, Martinez-Vilalta, Jordi, Mayr, Stefan, Morin, Hubert, Nabais, Cristina, Nojd, Pekka, Oberhuber, Walter, Olano, Jose M., Ouimette, Andrew P., Paljakka, Teemu V. S., Peltoniemi, Mikko, Peters, Richard L., Ren, Ping, Prislan, Peter, Rathgeber, Cyrille B. K., Sala, Anna, Saracino, Antonio, Saulino, Luigi, Schiestl-Aalto, Piia, Shishov, Vladimir V., Stokes, Alexia, Sukumar, Raman, Sylvain, Jean-Daniel, Tognetti, Roberto, Treml, Vaclav, Urban, Josef, Vavrcik, Hanus, Vieira, Joana, von Arx, Georg, Wang, Yan, Yang, Bao, Zeng, Qiao, Zhang, Shaokang, Ziaco, Emanuele, Rossi, Sergio | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Per-Pixel Forest Attribute Mapping and Error Estimation: The Google Earth Engine and R dataDriven Tool | Francini, Saverio, Marcelli, Agnese, Chirici, Gherardo, Di Biase, Rosa Maria, Fattorini, Lorenzo, Corona, Piermaria | Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Plant Phenology, Enhanced Vegetation Index (EVI) | ||
| Phenology and Plant Functional Type Link Optical Properties of Vegetation Canopies to Patterns of Vertical Vegetation Complexity | Jurayj, Duncan, Bowers, Rebecca, Fayne, Jessica V. | Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Reflectance, Terrain Elevation, Glacier Elevation/Ice Sheet Elevation, Sea Ice Elevation, Vegetation Height, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Dominant Species, Plant Phenology, Land Use/Land Cover, Enhanced Vegetation Index (EVI), Sensor Counts |
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| Observations of the macrophysical properties of cumulus cloud fields over the tropical western Pacific and their connection to meteorological variables | De Vera, Michie Vianca, Di Girolamo, Larry, Zhao, Guangyu, Rauber, Robert M., Nesbitt, Stephen W., McFarquhar, Greg M. | 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 | ||
| Opposite effects of aerosols and meteorological parameters on warm clouds in two contrasting regions over eastern China | Liu, Yuqin, Lin, Tao, Zhang, Jiahua, Wang, Fu, Huang, Yiyi, Wu, Xian, Ye, Hong, Zhang, Guoqin, Cao, Xin, de Leeuw, Gerrit | 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 | ||
| Optimal Integration of Optical and SAR Data for Improving Alfalfa Yield | Chen, Jiang, Yu, Tong, Cherney, Jerome H., Zhang, Zhou | Reflectance, Anisotropy | ||
| On the importance of plant phenology in the evaporative process of a semi-arid woodland: could it be why satellite-based evaporation estimates in the ... | Zimba, Henry M., Coenders-Gerrits, Miriam, Banda, Kawawa E., Hulsman, Petra, van de Giesen, Nick, Nyambe, Imasiku A., Savenije, Hubert H. G. | Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Land Use/Land Cover Classification, Evapotranspiration, Latent Heat Flux, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |
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| More than 17,000 tree species are at risk from rapid global change | Boonman, Coline C. F., Serra-Diaz, Josep M., Hoeks, Selwyn, Guo, Wen-Yong, Enquist, Brian J., Maitner, Brian, Malhi, Yadvinder, Merow, Cory, Buitenwerf, Robert, Svenning, Jens-Christian | Reflectance, Total Surface Water |