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 |
|---|---|---|---|---|
| Sensitivity of coarse-scale snow-free land surface shortwave albedo to topography | Hao, Dalei, Wen, Jianguang, Xiao, Qing, Lin, Xingwen, You, Dongqin, Tang, Yong, Liu, Qiang, Zhang, Sisi | Albedo, Anisotropy, Reflectance, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps |
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| The Annual Cycle of Fractional Atmospheric Shortwave Absorption in Observations and Models: Spatial Structure, Magnitude, and Timing | Schwarz, M., Folini, D., Yang, S., Wild, M. | Reflectance, Albedo, Anisotropy | ||
| The potential of PALSAR RTC elevation data for landform semi-automatic detection and landslide susceptibility modeling | Correa-Munoz, N. A., Murillo-Feo, C. A., Martinez-Martinez, L. J. | 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 | ||
| The river runs through it: The Athabasca River delivers mercury to aquatic birds breeding far downstream | Hebert, Craig E. | Reflectance, Discharge/Flow, Water Depth, Chlorophyll Concentrations, Conductivity, Organic Matter, Suspended Solids, Turbidity, Water Temperature | ||
| The role of land cover change in Arctic-Boreal greening and browning trends | Wang, Jonathan A, Friedl, Mark A | Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Normalized Difference Vegetation Index (NDVI), Canopy Characteristics, Plant Phenology | ||
| The remote sensing of radiative forcing by light-absorbing particles | Pu, Wei, Cui, Jiecan, Shi, Tenglong, Zhang, Xuelei, He, Cenlin, Wang, Xin | Reflectance | ||
| The influence of aerosol on the sunlight divergence in the atmospheric | Rosida | 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 | ||
| The Importance of Sampling Variability in Assessments of ENSO-PM2.5 | Previdi, Michael, Fiore, Arlene M. | 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 | ||
| Use of MODIS NDVI products to map tree mortality levels in forests affected by Mountain Pine Beetle outbreaks | Spruce, Joseph P., Hicke, Jeffrey A., Hargrove, William W., Grulke, Nancy E., Meddens, Arjan J. H. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Plant Phenology |
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| Upper tropospheric CH4 and CO affected by the South Asian summer monsoon during the Oxidation Mechanism Observations mission | Tomsche, Laura, Pozzer, Andrea, Ojha, Narendra, Parchatka, Uwe, Lelieveld, Jos, Fischer, Horst | 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 | ||
| Time series of the Inland Surface Water Dataset in China (ISWDC) for 2000-2016 derived from MODIS archives | Lu, Shanlong, Ma, Jin, Ma, Xiaoqi, Tang, Hailong, Zhao, Hongli, Hasan Ali Baig, Muhammad | Reflectance | ||
| Time-series analysis reveals intensified urban heat island effects but without significant urban warming | Wang, Jia, Zhou, Weiqi, Wang, Jing | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Time-series dataset on land surface temperature, vegetation, built up areas and other climatic factors in top 20 global cities (20002018) | Jamei, Yashar, Rajagopalan, Priyadarsini, Sun, Qian Chayn | Total Surface Precipitation Rate, Evapotranspiration, Latent Heat Flux, Land Surface Temperature, Emissivity, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
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| Towards a satellite formaldehydein situ hybrid estimate for organic aerosol abundance | Liao, Jin, Hanisco, Thomas F., Wolfe, Glenn M., St. Clair, Jason, Jimenez, Jose L., Campuzano-Jost, Pedro, Nault, Benjamin A., Fried, Alan, Marais, Eloise A., Gonzalez Abad, Gonzalo, Chance, Kelly, Jethva, Hiren T., Ryerson, Thomas B., Warneke, Carsten, Wisthaler, Armin | Nitrogen Dioxide, Nitrogen Dioxide, 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, Carbon And Hydrocarbon Compounds |
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| Volcanic eruption eye-witnessed and recorded by prehistoric humans | Ulusoy, Inan, Sarkaya, M. Akif, Schmitt, Axel K., Sen, Erdal, Danisik, Martin, Gumus, Erdal | 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 | ||
| Wetland plants and aquatic macrophytes | Hughes, Jocelyne M.R., Clarkson, Beverley R., Castro-Castellon, Ana T., Hess, Laura L. | Water Temperature, Reflectance, Chlorophyll Concentrations, Turbidity | ||
| What is global photosynthesis? History, uncertainties and opportunities | Ryu, Youngryel, Berry, Joseph A., Baldocchi, Dennis D. | Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| Why Do Antarctic Ozone Recovery Trends Vary? | Strahan, Susan E., Douglass, Anne R., Damon, Megan R. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Woody plant cover estimation in Texas savanna from MODIS products | Yang, Xuebin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | ||
| Water Storage Variations in Tibet from GRACE, ICESat, and Hydrological Data | Zou, Fang, Tenzer, Robert, Jin, Shuanggen | Reflectance, Terrain Elevation | ||
| WAYS v1: a hydrological model for root zone water storage simulation on a global scale | Mao, Ganquan, Liu, Junguo | Land Use/Land Cover Classification, Reflectance, Atmospheric Pressure, Soil Moisture/Water Content, Solar Radiation, Air Temperature, Atmospheric Winds, Humidity, Precipitation Amount, Soil Temperature | ||
| Variation in actual evapotranspiration following changes in climate and vegetation cover during an ecological restoration period (20002015) in the Loess Plateau, China | Ma, Zonghan, Yan, Nana, Wu, Bingfang, Stein, Alfred, Zhu, Weiwei, Zeng, Hongwei | Reflectance, Land Surface Temperature, Emissivity, Albedo, Anisotropy | ||
| Variations in surface albedo arising from flooding and desiccation cycles on the Bonneville Salt Flats, Utah | Craft, Kevin M., Horel, John D. | Reflectance, Anisotropy, Albedo | ||
| Variations of Surface and Subsurface Water Storage in the Lower Mekong | Pham-Duc, Binh, Papa, Fabrice, Prigent, Catherine, Aires, Filipe, Biancamaria, Sylvain, Frappart, Frederic | Reflectance | ||
| Using Hyperspectral Crop Residue Angle Index to Estimate Maize and | Yue, Jibo, Tian, Qingjiu, Dong, Xinyu, Xu, Kaijian, Zhou, Chengquan | Reflectance |