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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| X-band Radar and Surface-based Observations of Cold Season Precipitation in Western Colorado's Complex Terrain | Heflin, Stella, Abel, Mimi, Biswas, Sounak, Morales, Annareli, Cifelli, Rob, Sedlar, Joseph, Feldman, Daniel, Chandrasekar, V., Kennedy, Patrick | 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 | ||
| X-BASE: the first terrestrial carbon and water flux products from an | Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Kraft, Basil, Weber, Ulrich, Novick, Kimberly, Buchmann, Nina, Migliavacca, Mirco, Wohlfahrt, Georg, Sigut, Ladislav, Ibrom, Andreas, Papale, Dario, Gockede, Mathias, Duveiller, Gregory, Knohl, Alexander, Hortnagl, Lukas, Scott, Russell L., Dusek, Jiri, Zhang, Weijie, Hamdi, Zayd Mahmoud, Reichstein, Markus, Aranda-Barranco, Sergio, Ardo, Jonas, Op de Beeck, Maarten, Billesbach, Dave, Bowling, David, Bracho, Rosvel, Brummer, Christian, Camps-Valls, Gustau, Chen, Shiping, Cleverly, Jamie Rose, Desai, Ankur, Dong, Gang, El-Madany, Tarek S., Euskirchen, Eugenie Susanne, Feigenwinter, Iris, Galvagno, Marta, Gerosa, Giacomo A., Gielen, Bert, Goded, Ignacio, Goslee, Sarah, Gough, Christopher Michael, Heinesch, Bernard, Ichii, Kazuhito, Jackowicz-Korczynski, Marcin Antoni, Klosterhalfen, Anne, Knox, Sara, Kobayashi, Hideki, Kohonen, Kukka-Maaria, Korkiakoski, Mika, Mammarella, Ivan, Gharun, Mana, Marzuoli, Riccardo, Matamala, Roser, Metzger, Stefan, Montagnani, Leonardo, Nicolini, Giacomo, O'Halloran, Thomas, Ourcival, Jean-Marc, Peichl, Matthias, Pendall, Elise, Ruiz Reverter, Borja, Roland, Marilyn, Sabbatini, Simone, Sachs, Torsten, Schmidt, Marius, Schwalm, Christopher R., Shekhar, Ankit, Silberstein, Richard, Silveira, Maria Lucia, Spano, Donatella, Tagesson, Torbern, Tramontana, Gianluca, Trotta, Carlo, Turco, Fabio, Vesala, Timo, Vincke, Caroline, Vitale, Domenico, Vivoni, Enrique R., Wang, Yi, Woodgate, William, Yepez, Enrico A., Zhang, Junhui, Zona, Donatella, Jung, Martin | 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, Emissivity, Land Surface Temperature, Reflectance, Anisotropy, Albedo, Land Use/Land Cover Classification |
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| Grid data on land cover of Henan Province (2015) | Li, Ning, Zhu, Jun, Qin, Fen | Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Albedo, Reflectance | ||
| Estimating Sea Ice Concentration From Microwave Radiometric Data for Arctic Summer Conditions Using Machine Learning | Li, Xudong, Xiong, Chuan | Reflectance, Brightness Temperature | ||
| Auswirkung von Vegetationsindizes auf die Weizenertragsprognose mithilfe raumzeitlicher Modellierung | Patel, Pragnesh, Shah, Maitrik, Raval, Mehul S., Chaudhary, Sanjay, Parmar, Hasit | Land Use/Land Cover Classification, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | ||
| AWI-ICENet1: a convolutional neural network retracker for ice altimetry | Helm, Veit, Dehghanpour, Alireza, Hansch, Ronny, Loebel, Erik, Horwath, Martin, Humbert, Angelika | Reflectance, Glacier Elevation/Ice Sheet Elevation | ||
| Hyperspectral Sounder Fingerprinting: Improving Model-Based Physical Inversion Through Spectral Classification | Wu, Wan, Liu, Xu, Lei, Liqiao, Xiong, Xiaozhen, Yang, Qiguang, Yue, Qing, Wong, Sun, Wang, Tao, Zhou, Lihang, Zhou, Daniel K., Larar, Allen M. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Multi-instrumental analysis of ozone vertical profiles and total columns in South America: comparison between subtropical and equatorial latitudes | Bittencourt, Gabriela Dornelles, Bencherif, Hassan, Pinheiro, Damaris Kirsch, Begue, Nelson, Vaz Peres, Lucas, Bageston, Jose Valentin, de Bem, Douglas Lima, Raimundo da Silva, Francisco, Millet, Tristan | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Determining the Total Ozone Column from Spectral Measurements of IKFS-2 in 20152022 | Polyakov, A. V., Kriukovskikh, E. P., Virolainen, Ya. A., Nerobelov, G. M., Kozlov, D. A., Timofeyev, Yu. M. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Enhanced AOD Retrieval Using Machine Learning Algorithms and Driving Forces Analysis During COVID-19 Lockdown | Si, Lulu, Deng, Caiyun, Kang, Ran, Yin, Huiying, Zhang, Li, Kaufmann, Hermann Josef | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Effect of Saharan dust episodes on the accuracy of photovoltaic energy production forecast in Hungary (Central Europe) | Varga, Gyorgy, Gresina, Fruzsina, Szeberenyi, Jozsef, Gelencser, Andras, Rostasi, Agnes | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, 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) |
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| Comparison of satellite and ground-based measurements of erythemal dose from two tropical sites: Belo Horizonte (20 S, 44 W, 858 m) and Saint-Denis La Reunion ... | Silva, A. A. | Ultraviolet Radiation, Solar Irradiance, Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Spatio-temporal variation of aerosol loading and planetary boundary layer height before, during and after COVID-19 lockdown over the major cities in India | Salunke, Amruta Dipchand, Londhe, Digambar S., Katpatal, Yashwant B. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction |
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| The impact of lightning NOx production on groundlevel ozone in Tehran | Gharaylou, Maryam, Pegahfar, Nafiseh, Alizadeh, Omid | Atmospheric Ozone, Reflectance | ||
| Analysis of the 2017 Knysna fires disaster with emphasis on fire spread, home losses and the influence of vegetation and weather conditions: A South African ... | Flores Quiroz, Natalia, Gibson, Lesley, Conradie, Willem Stefaan, Ryan, Patrick, Heydenrych, Ryan, Moran, Ashton, van Straten, Armandt, Walls, Richard | Reflectance, Anisotropy | ||
| Assessment of solar energy potential in China using an ensemble of photovoltaic power models | Chen, Yuwen, Yue, Xu, Tian, Chenguang, Letu, Husi, Wang, Lunche, Zhou, Hao, Zhao, Yuan, Fu, Weijie, Zhao, Xu, Peng, Daofu, Zhang, Jia | 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 | ||
| Assessment of Vegetation Dynamics of Paddy Crop Using TIMESAT and Remote Sensing and GIS Techniques in Command Areas | Tiwari, S. K., Prasada Rao, G., Sundar, B. | Reflectance | ||
| Assessment of water demands for irrigation using energy balance and satellite data fusion models in cloud computing: A study in the Brazilian semiarid region | Ferreira, Thomas R., Maguire, Mitchell S., da Silva, Bernardo B., Neale, Christopher M.U., Serrao, Edivaldo A.O., Ferreira, Jessica D., de Moura, Magna S.B., dos Santos, Carlos A.C., Silva, Madson T., Rodrigues, Lineu N., Carvalho, Herica F.S. | Albedo, Anisotropy, Reflectance, Land Surface Temperature, Emissivity |
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| Bagging Ensemble Based on Multi-Layer Perceptron Neural Network for Landslide Susceptibility Assessment | Zakaria, Matougui, Lynda, Djerbal, Ramdane, Bahar | 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 | ||
| Aerosol optical depth retrieval from the EarthCARE Multi-Spectral | Docter, Nicole, Preusker, Rene, Filipitsch, Florian, Kritten, Lena, Schmidt, Franziska, Fischer, Jurgen | 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, Infrared Radiance, REFLECTED INFRARED, Visible Radiance | ||
| Aerosol Shortwave Radiative Heating and Cooling by the 2017 and 2023 | de Graaf, Martin, Tilstra, L. Gijsbert, Stammes, Piet | Aerosol Extinction, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, 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 | ||
| Ardahan iline ait baz temel cografi ozelliklerin ve arazi-toprak verilerinin Cografi Bilgi Sistemleri ile degerlendirilmesi (Kuzeydogu Anadolu) | DEDE, Volkan | 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 | ||
| Areal extent of vegetative cover: A challenge to regional upscaling of | Melack, John M., Hess, Laura L. | Water Temperature, Reflectance, Chlorophyll Concentrations, Turbidity | ||
| Application of Satellite-Based Detections of Arctic Bromine Explosion | Wales, P. A., Keller, C. A., Knowland, K. E., Pawson, S., Choi, S., Hendrick, F., Van Roozendael, M., Salawitch, R. J., Sulieman, R., Swanson, W. F. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Bromine Monoxide, Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Air Temperature, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, U/V Wind Components, Ozone Profiles, Nitrogen Dioxide, Cloud Top Pressure |
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| Application of the Multi-Scale Infrastructure for Chemistry and Aerosols version 0 (MUSICAv0) for air quality research in Africa | Tang, Wenfu, Emmons, Louisa K., Worden, Helen M., Kumar, Rajesh, He, Cenlin, Gaubert, Benjamin, Zheng, Zhonghua, Tilmes, Simone, Buchholz, Rebecca R., Martinez-Alonso, Sara-Eva, Granier, Claire, Soulie, Antonin, McKain, Kathryn, Daube, Bruce C., Peischl, Jeff, Thompson, Chelsea, Levelt, Pieternel | Land Use/Land Cover Classification, Biomass Burning, Halocarbons And Halogens, Trace Gases/Trace Species, Sulfur Compounds, Air Quality, Atmospheric Carbon Monoxide, Atmospheric Ozone, Non-methane Hydrocarbons/Volatile Organic Compounds, Fossil Fuel Burning, Industrial Emissions, Atmospheric Carbon Dioxide, Carbonaceous Aerosols, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance |