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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| Image masks of global ship tracks for NASA MODIS data products | Warburton, Pierce, Shuler, Kurtis, Zenker, Jake P., Patel, Lekha | 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 | ||
| Identifying Saharan dust driven export of biogenic material in the ultraoligotrophic eastern Mediterranean Sea | van Boxtel, Anouk P. E., Stuut, Jan-Berend W., Peterse, Francien | Total Surface Precipitation Rate, Sea Surface Temperature, 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 | ||
| Hillslope torrential hazard cascades in tropical mountains | Arango-Carmona, Maria Isabel, Voit, Paul, Hurlimann, Marcel, Aristizabal, Edier, Korup, Oliver | 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 | ||
| Historical and future dynamics of soil organic carbon and driving | Zhang, Lei, Xu, Tongtong, Bai, Yue, Wiesmeier, Martin, Li, Huiwen, Huang, Yue, Liu, Yu, Xie, Beilong, Song, Mingrui, Wu, Jiaru, Liu, Chen | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Vegetation Productivity, Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
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| HLSWI: A Simple Yet Effective Water Index Using Harmonized Landsat-Sentinel-2 Data for Complex Scenarios | Meng, Sihan, Hu, Xin, Wang, Manlin, Li, Yao, Wang, Jie, Yin, Zhixiang, Wu, Penghai | Reflectance | ||
| High-resolution global soil salinity and sodicity mapping (1980-2024): | Wang, Tiantian, Dong, Jinwei, Lyu, Binyan, Gao, Xuan, Wang, Nan, Shi, Zhou | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Plant Phenological Changes, Land Use/Land Cover Classification, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| How meteorological conditions influence aerosol-cloud interactions under | Zhao, Jianqi, Ma, Xiaoyan, Quaas, Johannes, Yang, Tong | 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, Atmospheric Emitted Radiation, Emissivity, 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| High spatial-resolution satellite mapping of suspended particulate | Teng, Wenxiu, Yu, Qian, Stramski, Dariusz, Reynolds, Rick A., Woodruff, Jonathan D., Yellen, Brian | Wetlands, Suspended Solids, Deltas, Reflectance, RIVERS/STREAMS | ||
| High tree diversity exposed to unprecedented macroclimatic conditions even under minimal anthropogenic climate change | Boonman, Coline C. F., Hoeks, Selwyn, Serra-Diaz, Josep M., Guo, Wen-Yong, Enquist, Brian J., Maitner, Brian, Merow, Cory, Svenning, Jens-Christian | Reflectance, Total Surface Water | ||
| Exploration and assessment of iron occurrences - A case study applying airborne geophysics and GIS allied to field magnetic susceptibility measurements | Madrid, Fabiano Garcia, Fries, Maximilian, Luz dos Santos, Beatriz Matias, Luiz, Hamilton dos Reis | 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 | ||
| Evaluation of the potential effects of forest vegetation cover on surface temperature in different geographical and climatic regions of Shaanxi Province, China | Wang, Minghui, Liu, Jincheng | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Reflectance, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux |
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| Evaluation of the WRF-Chem performance for the air pollutants over the United Arab Emirates | Yarragunta, Yesobu, Francis, Diana, Fonseca, Ricardo, Nelli, Narendra | 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 MODIS, ERA5, and MERRA2 Derived Integrated Precipitable Water Vapor of India Using Ground-Based GPS Data | Rani, Seema, Singh, Jyotsna | 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 | ||
| Evaluation of spatial and temporal variability in Sentinel-2 surface | Choi, Wonseok, Ryu, Youngryel, Kong, Juwon, Jeong, Sungchan, Lee, Kyungdo | Reflectance, Anisotropy | ||
| Impact of Assimilating GEMS Aerosol Optical Depth on Asian Dust Storm Prediction: Comparative Assessment with MODIS Observation | Lee, Ebony, Zupanski, Milija, Lim, Sujeong, Park, Seon Ki | 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 | ||
| Numerical prediction of solar radiation in South Korea: assessment of WRF-Solar and WRF | Yoon, Ji Won, Kim, Hyunsu, Jung, Hae Soo, Park, Seon Ki | Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| Numerical simulation of a rapidly developing bow echo over northeastern Poland on 21 August 2007 using near-grid-scale stochastic convection initiation | Wojcik, Damian K., Ziemianski, Micha Z., Grabowski, Wojciech W. | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Reflectance, Albedo, Anisotropy | ||
| Observational constraints suggest a smaller effective radiative forcing | Park, Chanyoung, Soden, Brian J., Kramer, Ryan J., L'Ecuyer, Tristan S., He, Haozhe | Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate 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 | ||
| New particle formation dynamics in the central Andes: contrasting urban and mountaintop environments | Aliaga, Diego, Sinclair, Victoria A., Krejci, Radovan, Andrade, Marcos, Artaxo, Paulo, Blacutt, Luis, Cai, Runlong, Carbone, Samara, Gramlich, Yvette, Heikkinen, Liine, Heslin-Rees, Dominic, Huang, Wei, Kerminen, Veli-Matti, Koenig, Alkuin Maximilian, Kulmala, Markku, Laj, Paolo, Mardonez-Balderrama, Valeria, Mohr, Claudia, Moreno, Isabel, Paasonen, Pauli, Scholz, Wiebke, Sellegri, Karine, Ticona, Laura, Uzu, Gaelle, Velarde, Fernando, Wiedensohler, Alfred, Worsnop, Doug, Wu, Cheng, Xuemeng, Chen, Zha, Qiaozhi, Bianchi, Federico | 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 | ||
| Near real-time satellite soil moisture estimation via residual learning | Sengupta, Soumita, Chu, Hone-Jay | Reflectance | ||
| Near-Real-Time Field-Level Monitoring of Soybean and Corn Harvested Fields Using Satellite Imagery | Shao, Bosen, Di, Liping, Zhang, Chen, Li, Hui, Liu, Ziao | Reflectance | ||
| Novel Spatiotemporal ConvLSTM-Based Cellular Automata Model for | Zhou, Ye, Qiu, Yu, Wu, Tao, Lv, Laishui | Crop/Plant Yields, Land Use Classes, Landscape Patterns, Cropland, Vegetation Cover, Reflectance |
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| Negligible contribution from aerosols to recent trends in Earth's energy imbalance | Park, Chanyoung, Soden, Brian J. | Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density, Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate 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 | ||
| Outburst of a subglacial flood from the surface of the Greenland Ice Sheet | Bowling, Jade S., McMillan, Malcolm, Leeson, Amber A., Livingstone, Stephen J., Sole, Andrew J., Ng, Felix S. L., Karlsson, Nanna B., Nienow, Peter, Boxall, Karla, Noel, Brice, van den Broeke, Michiel R., Slater, Thomas, Maddalena, Jennifer, Sandberg Srensen, Louise, Simonsen, Sebastian B., Mouginot, Jeremie, Millan, Romain, Melling, Laura, Taylor, Liam, Humbert, Angelika | Land Ice/Ocean Classification, Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance, Glacier Elevation/Ice Sheet Elevation | ||
| Overestimated Carbon Uptake Stability Due to Inadequate Vegetation Dynamics in Ecosystem Models | Gui, Hanliang, Zhou, Xuewen, Li, Zixuan, Xin, Qinchuan | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance |