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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| Spatial covariation between solar-induced fluorescence and vegetation indices from Arctic-Boreal landscapes | Maguire, Andrew J, Eitel, Jan U H, Magney, Troy S, Frankenberg, Christian, Kohler, Philipp, Orcutt, Erica L, Parazoo, Nicholas C, Pavlick, Ryan, Pierrat, Zoe A | Reflectance, Snow Grain Size, Snow Cover, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Dominant Species, Photosynthesis, Canopy Transmittance, Chlorophyll | ||
| Soil respiration strongly offsets carbon uptake in Alaska and Northwest Canada | Watts, Jennifer D, Natali, Susan M, Minions, Christina, Risk, Dave, Arndt, Kyle, Zona, Donatella, Euskirchen, Eugenie S, Rocha, Adrian V, Sonnentag, Oliver, Helbig, Manuel, Kalhori, Aram, Oechel, Walt, Ikawa, Hiroki, Ueyama, Masahito, Suzuki, Rikie, Kobayashi, Hideki, Celis, Gerardo, Schuur, Edward A G, Humphreys, Elyn, Kim, Yongwon, Lee, Bang-Yong, Goetz, Scott, Madani, Nima, Schiferl, Luke D, Commane, Roisin, Kimball, John S, Liu, Zhihua, Torn, Margaret S, Potter, Stefano, Wang, Jonathan A, Jorgenson, M Torre, Xiao, Jingfeng, Li, Xing, Edgar, Colin | Photosynthesis, Primary Production, Vegetation Productivity, Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils, Fire Occurrence, Fire Dynamics, Burned Area, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Soil Temperature, Carbon Flux, Atmospheric Carbon Dioxide, Soil Respiration, Gross Primary Production (gpp), Air Temperature, Solar Induced Fluorescence, NET ECOSYSTEM CO2 EXCHANGE (NEE) |
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| Solar position confounds the relationship between ecosystem function and vegetation indices derived from solar and photosynthetically active radiation fluxes | Rocha, Adrian V., Appel, Rose, Bret-Harte, M. Syndonia, Euskirchen, Eugenie S., Salmon, Verity, Shaver, Gaius | Reflectance, Anisotropy | ||
| Solar Ultraviolet Radiation in Pretoria and Its Relations to Aerosols | du Preez, D. Jean, Bencherif, Hassan, Portafaix, Thierry, Lamy, Kevin, Wright, Caradee Yael | Atmospheric Ozone, Reflectance, Nitrogen Dioxide |
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| Solar-induced chlorophyll fluorescence from the Geostationary Carbon Cycle Observatory (GeoCarb): An extensive simulation study | Somkuti, Peter, O'Dell, Christopher W., Crowell, Sean, Kohler, Philipp, McGarragh, Gregory R., Cronk, Heather Q., Burgh, Eric B. | Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Drainage, Rivers/Streams, Watershed Characteristics, Reflectance, Albedo, Anisotropy, Land Use/Land Cover Classification, Chlorophyll, Primary Production |
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| Soil Carbon Loss and Weak Fire Feedbacks During Pliocene C4 | Tyler Karp, A., Andrae, Jake W., McInerney, Francesca A., Polissar, Pratigya J., Freeman, Katherine H. | Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Albedo, Reflectance | ||
| Spatial homogeneity from temporal stability: Exploiting the combined hyper-frequent revisit of Terra and Aqua to guide Earth System Science | Duveiller, Gregory, Camps-Valls, Gustau, Ceccherini, Guido, Cescatti, Alessandro | Reflectance | ||
| Soil moisture estimation using triangular method at higher resolution from MODIS products | Rawat, Kishan Singh, Sehgal, Vinay Kumar, Singh, Sudhir Kumar, Ray, Shibendu S. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity | ||
| The geomorphology and Late Quaternary sedimentary record of the Salado/Juramento fluvial megafan, Central Andes foreland basin (Chaco Plain, Argentina) | Thalmeier, Maria Belen, Krohling, Daniela M., Brunetto, Ernesto | 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 glacial paleovalley of Vichigasta: Paleogeomorphological and sedimentological evidence for a large continental ice-sheet for the mid-Carboniferous over central ... | Valdez Buso, Victoria, Milana, Juan Pablo, di Pasquo, Mercedes, Espinoza Aburto, Jose | 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 global distribution and environmental drivers of aboveground versus | Ma, Haozhi, Mo, Lidong, Crowther, Thomas W., Maynard, Daniel S., van den Hoogen, Johan, Stocker, Benjamin D., Terrer, Cesar, Zohner, Constantin M. | Population Density, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Albedo, Anisotropy, Vegetation, Soils, Atmospheric Temperature, Precipitation, Terrain Elevation, Biomass |
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| The humanenvironment nexus and vegetationrainfall sensitivity in tropical drylands | Abel, Christin, Horion, Stephanie, Tagesson, Torbern, De Keersmaecker, Wanda, Seddon, Alistair W. R., Abdi, Abdulhakim M., Fensholt, Rasmus | Land Use/Land Cover, Anthropogenic/Human Influenced Ecosystems, Population Density, Reflectance, Plant Phenology, Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes |
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| The June 2020 Aniangzhai landslide in Sichuan Province, Southwest ChinaSlope instability analysis from radar and optical satellite remote sensing data | Xia, Zhuge, Motagh, Mahdi, Li, Tao, Roessner, Sigrid | Reflectance, Anisotropy | ||
| The impact of climate warming on lake surface heat exchange and ice phenology of different types of lakes on the tibetan plateau | Lang, Jiahe, Ma, Yaoming, Li, Zhaoguo, Su, Dongsheng | Land Surface Temperature, Emissivity, Albedo, Anisotropy, Reflectance | ||
| The mapping of ground water salinity using imagery data of Aqua MODIS satellite in Kwanyar Bangkalan area | Zainab, Siti, Handajani, Novie, Wibisana, Hendrata | Reflectance | ||
| SEVIRI Aerosol Optical Depth Validation Using AERONET and Intercomparison with MODIS in Central and Eastern Europe | Ajtai, Nicolae, Mereuta, Alexandru, Stefanie, Horatiu, Radovici, Andrei, Botezan, Camelia, Zawadzka-Manko, Olga, Stachlewska, Iwona, Stebel, Kerstin, Zehner, Claus | 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 | ||
| Simulation of gross primary productivity using multiple light use efficiency models | Zhang, Jun, Wang, Xufeng, Ren, Jun | Reflectance | ||
| Simulation of sitescale water fluxes in desert and natural oasis ecosystems of the arid region in Northwest China | Xie, Mingjuan, Luo, Geping, Hellwich, Olaf, Frankl, Amaury, Zhang, Wenqiang, Chen, Chunbo, Zhang, Chen, De Maeyer, Philippe | Reflectance | ||
| Simulation of the influence of a fine-scale urban underlying surface on the urban heat island effect in Beijing | Liang, Tian, He, Jianjun, Chen, Liang, Yao, Zhangyu, Zhang, Lei, Che, Huizheng, Gong, Sunling | Reflectance, Land Surface Temperature, Emissivity | ||
| Simultaneous corn and soybean yield prediction from remote sensing data using deep transfer learning | Khaki, Saeed, Pham, Hieu, Wang, Lizhi | Reflectance, Land Surface Temperature, Emissivity | ||
| Significance of the organic aerosol driven climate feedback in the boreal area | Yli-Juuti, Taina, Mielonen, Tero, Heikkinen, Liine, Arola, Antti, Ehn, Mikael, Isokaanta, Sini, Keskinen, Helmi-Marja, Kulmala, Markku, Laakso, Anton, Lipponen, Antti, Luoma, Krista, Mikkonen, Santtu, Nieminen, Tuomo, Paasonen, Pauli, Petaja, Tuukka, Romakkaniemi, Sami, Tonttila, Juha, Kokkola, Harri, Virtanen, Annele | 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 | ||
| Simplified version of the METRIC model for estimation of actual evapotranspiration | Rezaei, Maryam, Ghasemieh, Hoda, Abdollahi, Khodayar | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity | ||
| Short and medium-term prediction of winter wheat ndvi based on the dtwlstm combination method and MODIS time series data | Zhao, Fa, Yang, Guijun, Yang, Hao, Zhu, Yaohui, Meng, Yang, Han, Shaoyu, Bu, Xinlei | Reflectance | ||
| Shrinking Tonle Sap and the recent intensification of sand mining in the Cambodian Mekong River | NG, Wen Xin, Park, Edward | Reflectance | ||
| Simulation of Crop Water Demand and Consumption Considering Irrigation | Zhang, Yuliang, Wu, Zhiyong, Singh, Vijay P., Su, Qiong, He, Hai, Yin, Hao, Zhang, Yaxin, Wang, Fang | Reflectance |