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 |
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| Change detection of incident light over Indian sub-continent during Covid-19 lockdown using satellite imaging data | Bhattacharya, Swastik, Desai, Devansh | 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 | ||
| Change dynamics of land-use and land-cover for tropical wetland management | Lopez, N., Marquez Romance, A., Guevara Perez, E. | 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 | ||
| Change point estimation of deciduous forest land surface phenology | Xie, Yingying, Wilson, Adam M. | Reflectance, Anisotropy, Plant Phenology, Enhanced Vegetation Index (EVI) |
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| Changes in atmospheric shortwave absorption as important driver of dimming and brightening | Schwarz, M., Folini, D., Yang, S., Allan, R. P., Wild, M. | Reflectance, Albedo, Anisotropy | ||
| Changes in snow cover dynamics over the indus basinEvidences from 2008 to 2018 MODIS NDSI trends analysis | Ali, Sikandar, Cheema, Muhammad Jehanzeb Masud, Waqas, Muhammad Mohsin, Waseem, Muhammad, Awan, Usman Khalid, Khaliq, Tasneem | Reflectance | ||
| Determining the dry boundary of the LST/FVC space for soil moisture monitoringa semi-empirical method | Sun, Hao, Ma, Liru, Wang, Yanmei, Zhou, Baichi, Liu, Weihan, Cai, Chuangchuang, Zhou, Wei, Chen, Wei | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Anisotropy, Evapotranspiration, Latent Heat Flux, Photosynthesis, Primary Production, Land Surface Temperature, Emissivity |
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| Determining the pace and magnitude of lake level changes in Southern Ethiopia over the last 20,000 years using lake balance modeling and SEBAL | Fischer, Markus L., Markowska, Monika, Bachofer, Felix, Foerster, Verena E., Asrat, Asfawossen, Zielhofer, Christoph, Trauth, Martin H., Junginger, Annett | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity | ||
| Developing a fused vegetation temperature condition index for drought monitoring at field scales using Sentinel-2 and MODIS imagery | Zhou, Xijia, Wang, Pengxin, Tansey, Kevin, Zhang, Shuyu, Li, Hongmei, Wang, Lei | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Reflectance, Land Surface Temperature, Emissivity | ||
| Development and evaluation of a new algorithm for detecting 30 m land surface phenology from VIIRS and HLS time series | Zhang, Xiaoyang, Wang, Jianmin, Henebry, Geoffrey M., Gao, Feng | Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance | ||
| Climate change decreases the cooling effect from postfire albedo in | Potter, Stefano, Solvik, Kylen, Erb, Angela, Goetz, Scott J., Johnstone, Jill F., Mack, Michelle C., Randerson, James T., Roman, Miguel O., Schaaf, Crystal L., Turetsky, Merritt R., Veraverbeke, Sander, Walker, Xanthe J., Wang, Zhuosen, Massey, Richard, Rogers, Brendan M. | Aerosol Particle Properties, Turbidity, Aerosols, Aerosol Extinction, Air Quality, Particulates, Aerosol Optical Depth/Thickness, Reflectance, Albedo, Anisotropy, Radiative Forcing, Forests, Alpine/Tundra | ||
| Choosing pasture mapsAn assessment of pasture land classification definitions and a case study of Brazil | Oliveira, Julianne, Campbell, Eleanor E., Lamparelli, Rubens A.C., Figueiredo, Gleyce K.D.A., Soares, Johnny R., Jaiswal, Deepak, Monteiro, Leonardo A., Vianna, Murilo S., Lynd, Lee R., Sheehan, John J. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance | ||
| Chytridiomycosis-induced mortality in a threatened anuran | Adams, Andrea J., Pessier, Allan, Cranston, Peggy, Grasso, Robert L. | Reflectance | ||
| Cirrus cloud shape detection by tomographic extinction retrievals from infrared limb emission sounder measurements | Ungermann, Jorn, Bartolome, Irene, Griessbach, Sabine, Spang, Reinhold, Rolf, Christian, Kramer, Martina, Hopfner, Michael, Riese, Martin | 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 | ||
| Characterizing spatiotemporal patterns of crop phenology across North America during 20002016 using satellite imagery and agricultural survey data | Yang, Yanjun, Ren, Wei, Tao, Bo, Ji, Lei, Liang, Liang, Ruane, Alex C., Fisher, Joshua B., Liu, Jiangui, Sama, Michael, Li, Zhe, Tian, Qingjiu | Reflectance | ||
| Changes in the surface broadband shortwave radiation budget during the | Wen, Guoyong, Marshak, Alexander, Tsay, Si-Chee, Herman, Jay, Jeong, Ukkyo, Abuhassan, Nader, Swap, Robert, Wu, Dong | Albedo, Anisotropy, 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, Infrared Radiance, REFLECTED INFRARED, Visible Radiance, Cloud Properties, Cloud Fraction, Cloud Top Height | ||
| Climatic impacts of bushland to cropland conversion in Eastern Africa | Abera, Temesgen Alemayehu, Heiskanen, Janne, Pellikka, Petri K.E., Adhikari, Hari, Maeda, Eduardo Eiji | Aerosol Optical Depth/Thickness, Reflectance, Albedo, Anisotropy | ||
| Environmental determinants influencing anthrax distribution in Queen | Driciru, Margaret, Rwego, Innocent B., Ndimuligo, Sood A., Travis, Dominic A., Mwakapeje, Elibariki R., Craft, Meggan, Asiimwe, Benon, Alvarez, Julio, Ayebare, Samuel, Pelican, Katharine | Reflectance | ||
| Efficient hyper-parameter determination for regularised linear BRDF parameter retrieval | Zobitz, J. M., Quaife, T., Nichols, N. K. | Reflectance, Albedo, Anisotropy | ||
| Effect of the Three Gorges Dam on total suspended sediments from MODIS and Landsat satellite data | Di Trapani, Antonio, Corbari, Chiara, Mancini, Marco | Reflectance | ||
| Effects of temperature variability and extremes on spring phenology across the contiguous United States from 1982 to 2016 | Liu, Lingling, Zhang, Xiaoyang | Reflectance | ||
| Efficacy and safety of bempedoic acid for the treatment of | Cicero, Arrigo F. G., Fogacci, Federica, Hernandez, Adrian V., Banach, Maciej | Reflectance | ||
| Crop residue burning practices across north India inferred from household survey dataBridging gaps in satellite observations | Liu, Tianjia, Mickley, Loretta J., Singh, Sukhwinder, Jain, Meha, DeFries, Ruth S., Marlier, Miriam E. | Reflectance, Land Surface Temperature, Fire Occurrence, Surface Thermal Properties, THERMAL ANOMALIES, Land Use/Land Cover Classification |
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| Crop yield estimation using multi-source satellite image series and deep learning | Ghazaryan, Gohar, Skakun, Sergii, Konig, Simon, Rezaei, Ehsan Eyshi, Siebert, Stefan, Dubovyk, Olena | Reflectance, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux |
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| Cross-comparison between Landsat 8 (OLI) and Landsat 7 (ETM+) derived vegetation indices in a Mediterranean Environment | Mancino, Giuseppe, Ferrara, Agostino, Padula, Antonietta, Nole, Angelo | Reflectance | ||
| Construction of the long-term global surface water extent dataset based on water-NDVI spatio-temporal parameter set | Han, Qianqian, Niu, Zhenguo | Reflectance, Total Surface Water, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
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