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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| Glacier area and snow cover changes in the range system surrounding tarim from 2000 to 2020 using google earth engine | Zhang, Jing, Jia, Li, Menenti, Massimo, Zhou, Jie, Ren, Shaoting | Reflectance | ||
| GLC_FCS30: Global land-cover product with fine classification system at 30g m using time-series Landsat imagery | Zhang, Xiao, Liu, Liangyun, Chen, Xidong, Gao, Yuan, Xie, Shuai, Mi, Jun | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, RADAR IMAGERY, Reflectance, Anisotropy | ||
| Fractional vegetation cover estimation algorithm based on recurrent neural network for MODIS 250 m reflectance data | Liu, Duanyang, Jia, Kun, Xia, Mu, Wei, Xiangqin, Yao, Yunjun, Zhang, Xiaotong, Tao, Guofeng | Land Use/Land Cover Classification, Reflectance | ||
| Evolution of the representation of global vegetation by vegetation continuous fields | DiMiceli, Charlene, Townshend, John, Carroll, Mark, Sohlberg, Robert | Reflectance, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Digital Elevation/Terrain Model (DEM), VIEWING GEOMETRY, Terrain Elevation, Lidar, Topography, Vegetation Height |
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| Exploring viirs continuity with modis in an expedited capability for monitoring drought-related vegetation conditions | Benedict, Trenton D., Brown, Jesslyn F., Boyte, Stephen P., Howard, Daniel M., Fuchs, Brian A., Wardlow, Brian D., Tadesse, Tsegaye, Evenson, Kirk A. | Reflectance | ||
| Forecasting fire risk with machine learning and dynamic information derived from satellite vegetation index time-series | Michael, Yaron, Helman, David, Glickman, Oren, Gabay, David, Brenner, Steve, Lensky, Itamar M. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Forest Canopy Changes in the Southern Amazon during the 2019 Fire Season | Zhang, Huixian, Hagan, Daniel Fiifi Tawia, Dalagnol, Ricardo, Liu, Yi | Reflectance, Snow Grain Size, Snow Cover, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Land Use/Land Cover Classification, Burned Area |
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| Finer-scale spatiotemporal coupling coordination model between socioeconomic activity and eco-environmentA case study of Beijing, China | Cai, Bowen, Shao, Zhenfeng, Fang, Shenghui, Huang, Xiao, Huq, Md. Enamul, Tang, Yun, Li, Yong, Zhuang, Qingwei | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Fire danger assessment using geospatial modelling in Mekong delta, VietnamEffects on wetland resources | Dang, An T.N., Kumar, Lalit, Reid, Michael, Mutanga, Onisimo | Reflectance, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Emissivity | ||
| Fire prediction based on CatBoost algorithm | Zhou, Fangrong, Pan, Hao, Gao, Zhenyu, Huang, Xuyong, Qian, Guochao, Zhu, Yu, Xiao, Feng | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| First Observations of a Transient Polynya in the Last Ice Area North of Ellesmere Island | Moore, G. W. K., Howell, S. E. L., Brady, M. | 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, 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 | ||
| Extreme fire weather is the major driver of severe bushfires in southeast Australia | Wang, Bin, Spessa, Allan C., Feng, Puyu, Hou, Xin, Yue, Chao, Luo, Jing-Jia, Ciais, Philippe, Waters, Cathy, Cowie, Annette, Nolan, Rachael H., Nikonovas, Tadas, Jin, Huidong, Walshaw, Henry, Wei, Jinghua, Guo, Xiaowei, Liu, De Li, Yu, Qiang | Land Use/Land Cover Classification, Reflectance, Anisotropy, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| Feasibility of the spatiotemporal fusion model in monitoring ebinur lakes suspended particulate matter under the missing-data scenario | Liu, Changjiang, Duan, Pan, Zhang, Fei, Jim, Chi-Yung, Tan, Mou Leong, Chan, Ngai Weng | Reflectance | ||
| Global fuel moisture content mapping from MODIS | Quan, Xingwen, Yebra, Marta, Riano, David, He, Binbin, Lai, Gengke, Liu, Xiangzhuo | Land Use/Land Cover Classification, Reflectance, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Global hunter-gatherer population densities constrained by influence of seasonality on diet composition | Zhu, Dan, Galbraith, Eric D., Reyes-Garcia, Victoria, Ciais, Philippe | Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Vegetation Index | ||
| GlobalScale Consistency of Spaceborne Vegetation Indices, Chlorophyll Fluorescence, and Photosynthesis | Doughty, Russell, Xiao, Xiangming, Kohler, Philipp, Frankenberg, Christian, Qin, Yuanwei, Wu, Xiaocui, Ma, Shuang, Moore, Berrien | Reflectance, Anisotropy, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Greening vs browning? Surface water cover mediates how tundra and boreal | Li, Jing, Holmgren, Milena, Xu, Chi | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance, Total Surface Water | ||
| Gridded daily weather data for North America with comprehensive uncertainty quantification | Thornton, Peter E., Shrestha, Rupesh, Thornton, Michele, Kao, Shih-Chieh, Wei, Yaxing, Wilson, Bruce E. | Reflectance, Total Surface Water | ||
| Global land mask for satellite ocean color remote sensing | Mikelsons, Karlis, Wang, Menghua, Wang, Xiao-Long, Jiang, Lide | Reflectance, Total Surface Water | ||
| Google Earth Engine Sentinel-3 OLCI Level-1 Dataset Deviates from the Original Data: Causes and Consequences | Prikaziuk, Egor, Yang, Peiqi, van der Tol, Christiaan | Reflectance, Anisotropy, Albedo | ||
| Ice and mixed-phase cloud statistics on the Antarctic Plateau | Cossich, William, Maestri, Tiziano, Magurno, Davide, Martinazzo, Michele, Di Natale, Gianluca, Palchetti, Luca, Bianchini, Giovanni, Del Guasta, Massimo | 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 | ||
| Human footprint and protected areas shape elephant range across Africa | Wall, Jake, Wittemyer, George, Klinkenberg, Brian, LeMay, Valerie, Blake, Stephen, Strindberg, Samantha, Henley, Michelle, Vollrath, Fritz, Maisels, Fiona, Ferwerda, Jelle, Douglas-Hamilton, Iain | Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Land Surface Temperature, Emissivity | ||
| Identifying and understanding alternative states of dryland landscape: A hierarchical analysis of time series of fractional vegetation-soil nexuses in China's Hexi Corridor | Sun, Qiangqiang, Zhang, Ping, Jiao, Xin, Han, Wenchao, Sun, Yanan, Sun, Danfeng | Land Use/Land Cover Classification, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Reflectance, Anisotropy | ||
| Identifying Basal Nighttime Radiance Levels for Estimating Traffic Flow based on VIIRS/DNB data | Bragion, Gabriel da Rocha, Goncalves, Gabriel Crivellaro, DalAsta, Ana Paula, Santos, Ana Carolina de Faria, Oliveira, Lucas Maia de, Monteiro, Antonio Miguel Vieira, Amaral, Silvana | Reflectance, Anisotropy | ||
| Identifying vulnerable populations and transmission pathways by | Price, Thomas Ryan Vernon, Barua, Sepul Kanti | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Land Surface Temperature, Emissivity |