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 |
|---|---|---|---|---|
| Introducing a new remote sensing-based model for forecasting forest fire danger conditions at a four-day scale | Ahmed, M., Hassan, Quazi, Abdollahi, Masoud, Gupta, Anil | Reflectance | ||
| Mapping and analyzing China's wetlands using MODIS time series data | Xing, Liwei, Niu, Zhenguo | Reflectance | ||
| Mapping and tracking forest burnt areas in the indio maiz biological reserve using sentinel-3 SLSTR and VIIRS-DNB imagery | Chiang, Shou-Hao, Ulloa, Noel Ivan | Reflectance | ||
| Mapping Climatological Bare Soil Albedos over the Contiguous United | He, Tao, Gao, Feng, Liang, Shunlin, Peng, Yi | Reflectance, Albedo, Anisotropy | ||
| Mapping paddy rice planting area in Northeastern China using spatiotemporal data fusion and phenology-based method | Yin, Qi, Liu, Maolin, Cheng, Junyi, Ke, Yinghai, Chen, Xiuwan | Reflectance, Land Surface Temperature, Emissivity | ||
| Long Time Series Radiometric Calibration of Suomi-NPP VIIRS Based on Surface Hyperspectral BRDF Model | Zhao Chunyan, Wei Wei, Zhang Yanna, Zhang Meng, Li Xin, Zheng Xiaobing | 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 | ||
| Long-term continuity in land surface phenology measurementsA comparative assessment of the MODIS land cover dynamics and VIIRS land surface phenology products | Moon, Minkyu, Zhang, Xiaoyang, Henebry, Geoffrey M., Liu, Lingling, Gray, Josh M., Melaas, Eli K., Friedl, Mark A. | Land Use/Land Cover Classification, Reflectance, Anisotropy | ||
| Linear downscaling from MODIS to Landsat: connecting landscape composition with ecosystem functions | Chen, Jiquan, Sciusco, Pietro, Ouyang, Zutao, Zhang, Rong, Henebry, Geoffrey M., John, Ranjeet, Roy, David. P. | Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux, Reflectance, Albedo, Anisotropy | ||
| Measuring river wetted width from remotely sensed imagery at the subpixel scale with a deep convolutional neural network | Ling, Feng, Boyd, Doreen, Ge, Yong, Foody, Giles M., Li, Xiaodong, Wang, Lihui, Zhang, Yihang, Shi, Lingfei, Shang, Cheng, Li, Xinyan, Du, Yun | Reflectance | ||
| Massive tree mortality from flood pulse disturbances in Amazonian floodplain forests: The collateral effects of hydropower production | Resende, Angelica Faria de, Schongart, Jochen, Streher, Annia Susin, Ferreira-Ferreira, Jefferson, Piedade, Maria Teresa Fernandez, Silva, Thiago Sanna Freire | 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 | ||
| Mapping soil hydraulic properties using random-forest-based pedotransfer functions and geostatistics | Szabo, Brigitta, Szatmari, Gabor, Takacs, Katalin, Laborczi, Annamaria, Mako, Andras, Rajkai, Kalman, Pasztor, Laszlo | Reflectance | ||
| Mapping spatial-temporal sediment dynamics of river-floodplains in the Amazon | Fassoni-Andrade, Alice Cesar, Paiva, Rodrigo Cauduro Dias de | Reflectance | ||
| Mapping the Spatial-Temporal Dynamics of Vegetation Response Lag to | Hua, Li, Wang, Huidong, Sui, Haigang, Wardlow, Brian, Hayes, Michael J., Wang, Jianxun | Reflectance, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Improved assessment of pasture availability in semi-arid grassland of South Africa | Dingaan, Mamokete N. V., Tsubo, Mitsuru | Reflectance | ||
| Improved estimates of forest cover and loss in the Brazilian Amazon in 20002017 | Qin, Yuanwei, Xiao, Xiangming, Dong, Jinwei, Zhang, Yao, Wu, Xiaocui, Shimabukuro, Yosio, Arai, Egidio, Biradar, Chandrashekhar, Wang, Jie, Zou, Zhenhua, Liu, Fang, Shi, Zheng, Doughty, Russell, Moore, Berrien | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES | ||
| Integration and visualization of mineralogical and topographical information derived from ASTER and DEM data | Kurata, Kana, Yamaguchi, Yasushi | Emissivity, Albedo, Reflectance | ||
| Insights into seismogenic deformation during the 2018 Hualien, Taiwan, earthquake sequence from InSAR, GPS, and modeling | Yen, JiunYee, Lu, ChihHeng, Dorsey, Rebecca J., KuoChen, Hao, Chang, ChungPai, Wang, ChunChin, Chuang, Ray Y., Kuo, YuTing, Chiu, ChiYu, Chang, YoHo, Bovenga, Fabio, Chang, WenYen | 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 | ||
| Influence of landscape heterogeneity and spatial resolution in multi-temporal in situ and MODIS NDVI data proxies for seasonal GPP dynamics | Balzarolo, Manuela, Penuelas, Josep, Veroustraete, Frank | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Influence of surface water bodies on the land surface temperature of Bangladesh | Khan, Najeebullah, Shahid, Shamsuddin, Chung, Eun-Sung, Kim, Sungkon, Ali, Rawshan | Land Surface Temperature, Emissivity, Reflectance, Total Surface Water | ||
| Listening to the Forest: An Artificial Neural NetworkBased Model of Carbon Uptake at Harvard Forest | Eshel, Gidon, Dayalu, Archana, Wofsy, Steven C., Munger, J. William, Tziperman, Eli | Reflectance, Evapotranspiration, Primary Production, Respiration Rate, Canopy Characteristics, Leaf Area Index (LAI), Vegetation Cover | ||
| Lightning and Associated Convection Features in the Presence of | Ren, Tong, Rapp, Anita D., Mecikalski, John R., Apke, Jason | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Heat Flux, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Pressure Thickness, Potential Vorticity, Vertical Profiles, Relative Humidity, Cloud Fraction, Ozone Profiles |
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| Long-Term Spatial and Temporal Monitoring of Cyanobacteria Blooms Using | Jia, Tianxia, Zhang, Xueqi, Dong, Rencai | Reflectance | ||
| Mapping daily evapotranspiration over a large irrigation district from MODIS data using a novel hybrid dual-source coupling model | Yu, Bing, Shang, Songhao, Zhu, Wenbin, Gentine, Pierre, Cheng, Yu | Land Surface Temperature, Emissivity, Reflectance |
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| Mapping hydrothermally altered minerals with AST_07XT, AST_05 and Hyperion datasets using a voting-based extreme learning machine algorithm | Hu, Bin, Wan, Bo, Xu, Yongyang, Tao, Liufeng, Wu, Xincai, Qiu, Qinjun, Wu, Yehui, Deng, Hui | REFLECTED INFRARED, THERMAL INFRARED, VISIBLE IMAGERY, Visible Radiance, Emissivity, Albedo, Reflectance | ||
| Meteorological conditions leading to the 2015 Salgar flash flood: lessons for vulnerable regions in tropical complex terrain | Hoyos, Carlos D., Ceballos, Lina I., Perez-Carrasquilla, Jhayron S., Sepulveda, Julian, Lopez-Zapata, Silvana M., Zuluaga, Manuel D., Velasquez, Nicolas, Herrera-Mejia, Laura, Hernandez, Olver, Guzman-Echavarria, Gisel, Zapata, Mauricio | Total Surface Precipitation Rate, 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |