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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| Nighttime smoke aerosol optical depth over U.S. rural areasFirst retrieval from VIIRS moonlight observations | Zhou, Meng, Wang, Jun, Chen, Xi, Xu, Xiaoguang, Colarco, Peter R., Miller, Steven D., Reid, Jeffrey S., Kondragunta, Shobha, Giles, David Matthew, Holben, Brent | Aerosol Optical Depth/Thickness, Reflectance, Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Air Temperature, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, U/V Wind Components, Ozone Profiles |
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| Near Real-Time Processing Chain for MSG SEVIRI Data for Free and Immediate Earth Monitoring Capabilities | Sobrino, Jose A., Julien, Yves | Reflectance | ||
| Normalized difference vegetation index temporal responses to temperature and precipitation in arid rangelands | Sanz, Ernesto, Saa-Requejo, Antonio, Diaz-Ambrona, Carlos H., Ruiz-Ramos, Margarita, Rodriguez, Alfredo, Iglesias, Eva, Esteve, Paloma, Soriano, Barbara, Tarquis, Ana M. | Reflectance | ||
| New generation geostationary satellite observations support seasonality in greenness of the Amazon evergreen forests | Hashimoto, Hirofumi, Wang, Weile, Dungan, Jennifer L., Li, Shuang, Michaelis, Andrew R., Takenaka, Hideaki, Higuchi, Atsushi, Myneni, Ranga B., Nemani, Ramakrishna R. | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Snow Grain Size, Snow Cover |
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| NMDI application for monitoring different vegetation covers in the Atlantic Forest biome, Brazil | Oliveira Santos, Raquel de, Delgado, Rafael Coll, Vilanova, Regiane Souza, Santana, Romario Oliveira de, Andrade, Caio Frossard de, Teodoro, Paulo Eduardo, Silva Junior, Carlos Antonio, Capristo-Silva, Guilherme Fernando, Lima, Mendelson | Land Use/Land Cover Classification, Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Parameter uncertainty dominates C-cycle forecast errors over most of Brazil for the 21st century | Smallman, Thomas Luke, Milodowski, David Thomas, Neto, Eraclito Sousa, Koren, Gerbrand, Ometto, Jean, Williams, Mathew | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Ozone Monitoring Instrument (OMI) Aura nitrogen dioxide standard product version 4.0 with improved surface and cloud treatments | Lamsal, Lok N., Krotkov, Nickolay A., Vasilkov, Alexander, Marchenko, Sergey, Qin, Wenhan, Yang, Eun-Su, Fasnacht, Zachary, Joiner, Joanna, Choi, Sungyeon, Haffner, David, Swartz, William H., Fisher, Bradford, Bucsela, Eric | Precipitation Rate, Surface Winds, Rain, Surface Winds, Cloud Liquid Water/Ice, Water Vapor, Cloud Fraction, Cloud Top Pressure, Albedo, Anisotropy, Reflectance, Nitrogen Dioxide, Nitrogen Dioxide |
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| Phenological analysis of sub-alpine forest on Jeju island, south Korea, using data fusion of landsat and MODIS products | Park, Sang-Jin, Jeong, Seung-Gyu, Park, Yong, Kim, Sang-Hyuk, Lee, Dong-Kun, Mo, Yong-Won, Jang, Dong-Seok, Park, Kyung-Min | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Performance comparison of Penman-Monteith and Priestley-Taylor models using MOD16A2 remote sensing product | Shekar, N. C. Sanjay, Hemalatha, H. N. | Reflectance, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux | ||
| Phenological changes of mongolian oak depending on the micro-climate changes due to urbanization | Kim, A Reum, Lim, Chi Hong, Lim, Bong Soon, Seol, Jaewon, Lee, Chang Seok | Reflectance | ||
| Phenology estimation of subtropical bamboo forests based on assimilated MODIS LAI time series data | Li, Xuejian, Du, Huaqiang, Zhou, Guomo, Mao, Fangjie, Zhang, Meng, Han, Ning, Fan, Weiliang, Liu, Hua, Huang, ZiHao, He, Shaobai, Mei, Tingting | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Optimizacion del monitoreo de la transparencia del agua, por medio de MOD09GAUn caso de estudio en el lago Guamues, San juan de Pasto, Colombia | Moncayo Eraso, Ricardo Javier, Lopez Martinez, Mery Liliana | Reflectance | ||
| Optimization of rocky desertification classification model based on vegetation type and seasonal characteristic | Qian, Chunhua, Qiang, Hequn, Wang, Feng, Li, Mingyang | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Use/Land Cover Classification, Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux |
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| Optimizing and validating the Gravitational Process Path model for regional debris-flow runout modelling | Goetz, Jason, Kohrs, Robin, Parra Hormazabal, Eric, Bustos Morales, Manuel, Araneda Riquelme, Maria Belen, Henriquez, Cristian, Brenning, Alexander | 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 | ||
| On the interchangeability of Landsat and MODIS data in the CMRSET actual evapotranspiration modelComment on Monitoring irrigation using Landsat observations ... | Pena-Arancibia, Jorge L., McVicar, Tim R., Kong, Dongdong, Guerschman, Juan P., Van Niel, Thomas G., Vleeshower, Jamie, Li, Ling Tao | Reflectance | ||
| Optical remote sensing indexes of soil moistureEvaluation and improvement based on aircraft experiment observations | Sun, Hao, Liu, Hao, Ma, Yanhui, Xia, Qunbo | Reflectance, Brightness Temperature, Land Use/Land Cover Classification, Soil Classification, Soil Moisture/Water Content, Soil Temperature, Vegetation Water Content, Soil Moisture/Water Content, Soil Temperature, Soil Texture | ||
| Optimal estimate of global biome-specific parameter settings to reconstruct NDVI time series with the Harmonic ANalysis of Time Series (HANTS) method | Zhou, Jie, Jia, Li, Menenti, Massimo, Liu, Xuan | Land Use/Land Cover Classification, Reflectance | ||
| Observed response of marine boundary layer cloud to the interannual variations of summertime Oyashio extension SST front | Takahashi, Naoya, Hayasaka, Tadahiro, Qiu, Bo, Yamaguchi, Ryohei | 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 | ||
| Morphometric analysis of debris flows basins in the Eastern Rhodopes (Bulgaria) using geospatial technologies | Nikolova, Valentina, Kamburov, Asparuh, Rizova, Radostina | 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 | ||
| MOSEV: A global burn severity database from MODIS (2000-2020) | Alonso-Gonzalez, Esteban, Fernandez-Garcia, Victor | Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area | ||
| Monitoring tree-crown scale autumn leaf phenology in a temperate forest with an integration of PlanetScope and drone remote sensing observations | Wu, Shengbiao, Wang, Jing, Yan, Zhengbing, Song, Guangqin, Chen, Yang, Ma, Qin, Deng, Meifeng, Wu, Yuntao, Zhao, Yingyi, Guo, Zhengfei, Yuan, Zuoqiang, Dai, Guanhua, Xu, Xiangtao, Yang, Xi, Su, Yanjun, Liu, Lingli, Wu, Jin | Reflectance, Anisotropy, Albedo | ||
| Monitoring vegetation greenness in response to climate variation along the elevation gradient in the three-river source region of China | Wang, Zhaoqi, Liu, Xiang, Wang, Hao, Zheng, Kai, Li, Honglin, Wang, Gaini, An, Zhifang | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Monthly Surface Elevation Changes of the Greenland Ice Sheet From ICESat-1, CryoSat-2, and ICESat-2 Altimetry Missions | Lai, Yen-Ru, Wang, Lei | Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Sheets, Reflectance, Terrain Elevation, Glacier Elevation/Ice Sheet Elevation | ||
| Multi-sensor fusion using random forests for daily fractional snow cover at 30 m | Rittger, Karl, Krock, Mitchell, Kleiber, William, Bair, Edward H., Brodzik, Mary J., Stephenson, Thomas R., Rajagopalan, Balaji, Bormann, Kat J., Painter, Thomas H. | Reflectance | ||
| Multi-sensor remote sensing to map glacier debris cover in the Greater Caucasus, Georgia | Holobaca, Iulian-Horia, Tielidze, Levan G., Ivan, Kinga, Elizbarashvili, Mariam, Alexe, Mircea, Germain, Daniel, Petrescu, Sorin Hadrian, Pop, Olimpiu Traian, Gaprindashvili, George | 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 |