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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| Particulate Pollution Increases Fog Duration Over the IndoGangetic Plain | Arun, N., Sarangi, Chandan, Qian, Yun | 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 | ||
| Online-Coupled Aerosol Effects on Cloud Microphysics and Surface Solar | Wang, Su, Huang, Gang, Dai, Tie, Xia, Xiangao, Husi, Letu, Ma, Run, Li, Cuina | 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 | ||
| Observationally Constrained NOxCatalyzed Ozone Production in the Upper Troposphere During the Asian Summer Monsoon | Waxman, E. M., Gao, R.S., Thornberry, T., McLaughlin, R., Novak, G., Atlas, E., Schauffler, S., Treadaway, V., Smith, K., Lueb, R., Hendershot, R., Campos, T., Wolfe, G., St. Clair, J. M., Delaria, E., Anderson, D., Viciani, S., DAmato, F., Bianchini, G., Barucci, M., Gurganus, C., Iraci, L., Podolske, J., Diskin, G., Choi, Y., DiGangi, J., Bui, T. P., DeanDay, J., Gatebe, C., Pan, L. L., Rollins, A. | Reflectance, Albedo, Anisotropy, Air Quality, Hydrogen Oxides, Hydroperoxy | ||
| Optimal hydropower potential assessment in semi-arid regions | El Kasimi, Imane, Hasnaoui, Moulay Driss, Khomsi, Driss, Bouziane, Ahmed, Aboulhassane, Amal | 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 | ||
| On the added value of sequential deep learning for the upscaling of evapotranspiration | Kraft, Basil, Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Weber, Ulrich, Duveiller, Gregory, Reichstein, Markus, Zhang, Weijie, Ruwurm, Marc, Tuia, Devis, Korner, Marco, Hamdi, Zayd, Jung, Martin | Reflectance, Anisotropy, Land Surface Temperature, Emissivity, Albedo |
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| Observing the Diurnal Variation of Atmospheric Ozone From the | Liu, Shangyi, Hua, Jiancong, Wang, Huidong, Han, Shan, Lee, Lu, Qi, Chengli, Lu, Feng, Luo, Yangcheng, Zhao, Xiaoyi, Li, Zhengqiang, Kim, SangWoo, Song, Chang Keun, Kanaya, Yugo, Keppens, Arno, Lambert, JeanChristopher, Clerbaux, Cathy, Zeng, ZhaoCheng | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Multi-Physics Data Assimilation Framework for Remotely Sensed Snowpacks | Shrestha, Prabhakar, Barros, Ana P. | Snow Density, Snow Depth, Snow Grain Size, Snow/Ice Temperature, Snow Stratigraphy, Snow Water Equivalent, Atmospheric Pressure, Atmospheric Temperature, Longwave Radiation, Relative Humidity, Shortwave Radiation, Soil Moisture/Water Content, Soil Temperature, Wind Direction, Wind Speed, Reflectance, Specific Surface Area | ||
| Multi-source remote sensing for large-scale biomass estimation in | Contreras, Francisco, Cayuela, Maria L., Sanchez-Monedero, Miguel A., Perez-Cutillas, Pedro | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Reflectance | ||
| Multidecadal satellite-derived Portuguese Burn Severity Atlas (19842022) | Jahanianfard, Dina, Parente, Joana, Gonzalez-Pelayo, Oscar, Benali, Akli | Reflectance | ||
| Multiple Impacts of Climate Change and Anthropogenic Activities on | Xie, Ge, Zhang, Yibo, Wang, Qing, Shi, Kun, Zhang, Yunlin, Zhou, Yongqiang, Qin, Boqiang, He, Junliang, Li, Na | Reflectance | ||
| Multi-decadal evolution of Crary Ice Rise region, West Antarctica, amid modern ice-stream deceleration | Verboncoeur, Hannah, Siegfried, Matthew Ross, Holschuh, Nicholas, Winberry, Jeremy Paul, Byrne, Duncan, Sauthoff, Wilson, Sutterley, Tyler Clark, Medley, Brooke | Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance, Glacier Elevation/Ice Sheet Elevation | ||
| Post-Little Ice Age Equilibrium-Line Altitude and Temperature Changes in | Tielidze, Levan G., Mackintosh, Andrew N., Gavashelishvili, Alexander, Gadrani, Lela, Nadaraia, Akaki, Elashvili, Mikheil | 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 | ||
| Plant functional traits as key regulators of interannual phenological variability in temperate forests | Zhao, Yingyi, Wang, Zhihui, Dronova, Iryna, Yan, Zhengbing, Moon, Minkyu, Meng, Lin, Wang, Jing, Song, Guangqin, Guo, Zhengfei, Su, Yanjun, Liu, Lingli, Wu, Jin | Reflectance, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Prediction of aflatoxin contamination outbreaks in Texas corn using mechanistic and machine learning models | Castano-Duque, Lina, Avila, Angela, Mack, Brian M., Winzeler, H. Edwin, Blackstock, Joshua M., Lebar, Matthew D., Moore, Geromy G., Owens, Phillip Ray, Mehl, Hillary L., Su, Jianzhong, Lindsay, James, Rajasekaran, Kanniah | Reflectance, Albedo, Anisotropy | ||
| Prediction of Net Longwave Radiation and Turbulent Fluxes Using Remote-Sensing-Derived Net Shortwave Radiation for Different Land Cover Types | Wang, Jingwen, Lu, Lei, Zhou, Xiaoming, Huang, Guanghui, Chen, Zihan | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Precipitation-fire functional interactions control biomass stocks and | Williams, Mathew, Milodowski, David T., Smallman, T. Luke, Dexter, Kyle G., Hegerl, Gabi C., McNicol, Iain M., O'Sullivan, Michael, Roesch, Carla M., Ryan, Casey M., Sitch, Stephen, Valade, Aude | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Primary Production, Gross Primary Production (gpp), Reflectance | ||
| Protected agriculture mapping at continental scale for highlighting hotspots of altered hydrological processes | la Cecilia, Daniele, Despini, Francesca | Reflectance, Total Surface Water | ||
| PSNet: A deep learning framework following hierarchical yield level | Zhong, Renhai, Xiong, Xingguo, Tian, Qiyu, Huang, Jingfeng, Zhu, Linchao, Yang, Yi, Lin, Tao | Reflectance, Anisotropy | ||
| pyVPRM: a next-generation vegetation photosynthesis and | Glauch, Theo, Marshall, Julia, Gerbig, Christoph, Botia, Santiago, Gakowski, Micha, Vardag, Sanam N., Butz, Andre | Reflectance, Photosynthesis, Primary Production, Vegetation Productivity |
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| Quantifying the Wind-Lens Effect on Dust Emission From the Bodele | BenAmi, Y., Hirsch, E., Altaratz, O., Koren, I. | 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 shortwave radiative forcing and heating rates of UTLS | Santhosh, V.N., Madhavan, B.L., Ratnam, M. Venkat | Reflectance, Anisotropy | ||
| Surface Flux Equilibrium Theory-Derived Evapotranspiration Estimate | Thakur, Hitesh, Raghav, Pushpendra, Kumar, Mukesh, Wolkeba, Fitsume | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Anisotropy | ||
| Surface reflectance biases in XCH4 retrievals from the 2.3 m band are enhanced in the presence of aerosols | Somkuti, Peter, McGarragh, Gregory, O'Dell, Christopher, Di Noia, Antonio, Vogel, Leif, Crowell, Sean, Ott, Lesley E., Bosch, Hartmut | Reflectance, Albedo, Anisotropy | ||
| Terrestrial ecosystems enhanced root zone water storage capacity in response to climate change over the past four decades | Xi, Qiaojuan, Gao, Hongkai, Wang-Erlandsson, Lan, Dong, Jianzhi, Fenicia, Fabrizio, Savenije, Hubert H.G., Hrachowitz, Markus | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Synergetic retrieval from multi-mission spaceborne measurements for enhanced aerosol and surface characterization | Litvinov, Pavel, Chen, Cheng, Dubovik, Oleg, Zhai, Siyao, Matar, Christian, Li, Chong, Lopatin, Anton, Fuertes, David, Lapyonok, Tatyana, Bindreiter, Lukas, Dornacher, Manuel, Lehner, Arthur, Dandocsi, Alexandru, Gasbarra, Daniele, Retscher, Christian | Albedo, Anisotropy, Reflectance |