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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| Strong and Rapid Postfire Recovery of Vegetation Productivity in Australia | Pan, Li, Xiao, Xiangming, Qin, Yuanwei, Canadell, Josep G., Huete, Alfredo, Ciais, Philippe, Yin, Shenglai, Zhang, Chenchen, Pan, Baihong, Yin, Chenglong, Meng, Cheng, Yao, Yuan, Xia, Haoming | Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Reflectance, Fire Ecology, Biomass Burning, Wildfires, Burned Area, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
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| Summer low clouds off southeast of Hokkaido simulated in the Japan Meteorological Agency Meso-Scale Model under different synoptic conditions | Sekizawa, Shion, Okajima, Satoru, Miyamoto, Ayumu, Miyasaka, Takafumi, Kawai, Hideaki, Koike, Makoto, Nakamura, Hisashi | 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 | ||
| Strategizing renewable energy transitions to preserve sediment transport integrity | Xu, Bo, Liu, Zhanwei, Yan, Shuyue, Schmitt, Rafael J. P., He, Xiaogang | Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Albedo, Reflectance | ||
| Spatial-Temporal Dynamics of Vegetation Indices in Response to Drought | Crespo, Nazaret, Padua, Luis, Paredes, Paula, Rebollo, Francisco J., Moral, Francisco J., Santos, Joao A., Fraga, Helder | Reflectance | ||
| Species diversity advances autumn senescence via enhanced belowground carbon allocation in semi-arid grasslands | Cheng, Huan, Qiao, Yuxin, Zhu, HuaZhong, Zhu, YunQiang, Jia, Qianru, Yang, Yuchuan, Zhong, Huaping, Zohner, Constantin M., Liu, Jianquan | Reflectance, Anisotropy, Biomass, Forests, Grasslands, Alpine/Tundra | ||
| Spatiotemporal coordination and imbalance between urbanization and eco-environmental quality: a global remote sensing perspective | Xu, Zhen-Yuan, Sun, Zhuo-Yang, Zhu, Xiaoqing, Xu, Dong | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Spatiotemporal dynamics of land surface phenology and its response to climate change in the upper Gelana watershed, northeastern highlands of Ethiopia | Tadesse, Sileshi, Mekuriaw, Asnake, Assen, Mohammed | Reflectance | ||
| Spatiotemporal Patterns of Chlorophyll-a Concentration in a | Ramsey, R. Douglas, Brothers, Soren M., Cobo, Melissa, Wurtsbaugh, Wayne A. | Reflectance | ||
| Spatial Soil Moisture Prediction From In Situ Data Upscaled to Landsat | Yu, Yi, Malone, Brendan P., Renzullo, Luigi J., Burton, Chad A., Tian, Siyuan, Searle, Ross D., Bishop, Thomas F. A., Walker, Jeffrey P. | Reflectance, Anisotropy | ||
| Spatiotemporal trends of rubber defoliation and refoliation and their responses to abiotic factors in the northern edge of the Asian tropics | Chen, Yanling, Khongdee, Nuttapon, Wang, Yaofeng, Song, Qinghai, Lu, Dengsheng, Wang, Shusen, Chen, Yaoliang | Reflectance | ||
| Smoothed monthly Greenland ice sheet elevation changes during 20032023 | Khan, Shfaqat A., Seroussi, Helene, Morlighem, Mathieu, Colgan, William, Helm, Veit, Cheng, Gong, Berg, Danjal, Barletta, Valentina R., Larsen, Nicolaj K., Kochtitzky, William, van den Broeke, Michiel, Kjr, Kurt H., Aschwanden, Andy, Noel, Brice, Box, Jason E., MacGregor, Joseph A., Fausto, Robert S., Mankoff, Kenneth D., Howat, Ian M., Oniszk, Kuba, Fahrner, Dominik, Lkkegaard, Anja, Lippert, Eigil Y. H., Bratner, Alicia, Hassan, Javed | Glacier Elevation/Ice Sheet Elevation, Glacier Elevation/Ice Sheet Elevation, Ice Roughness, Reflectance | ||
| Spatial and temporal assessment of soil degradation risk in Europe | Afshar, Mehdi H., Hassani, Amirhossein, Aminzadeh, Milad, Borrelli, Pasquale, Panagos, Panos, Robinson, David A., Or, Dani, Shokri, Nima | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Solar radiation estimation in West Africa: impact of dust conditions during the 2021 dry season | Clauzel, Leo, Anquetin, Sandrine, Lavaysse, Christophe, Bergametti, Gilles, Bouet, Christel, Siour, Guillaume, Lapere, Remy, Marticorena, Beatrice, Thomas, Jennie | 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 | ||
| Soil Erosion Factors in the European Russia Macroregion: Modeling, Geoinformation Mapping, and Spatial Analysis | Yermolaev, O. P., Mukharamova, S. S., Maltsev, K. A., Polyakova, A. R., Saveliev, A. A. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Sentinel-3 Coastal Analysis Ready Data (S3CARD): An operational | Caballero, Cassia B., Martins, Vitor S., Paulino, Rejane S., Lima, Thainara M.A., Butler, Elliott, Sparks, Eric | 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 | ||
| Seventeen-Year Reconstruction of Tropical Forest Aboveground Biomass | Yang, Chao, Liu, Aobo, Chen, Yating | Land Use/Land Cover Classification, Reflectance, Land Surface Temperature, Emissivity, Terrestrial Ecosystems, LIDAR WAVEFORM, Biomass | ||
| Simultaneous Reductions in Forest Resilience and Greening Trends in Southwest China | Wu, Huiying, Cui, Tianxiang, Cao, Lin | Land Surface Temperature, Emissivity, Albedo, Anisotropy, Reflectance, Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow |
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| Significant Enhancement of the Carbon Sink in the Vegetation Ecosystem in Southern China: Re-Evaluation Based on an Improved Three-Dimensional Online Coupled Weather-Biosphere Model (WRF-VPRM) | Wang, Yike, Deng, Xuejiao, Deng, Tao, Mai, Boru, Diao, Yiwei, Liu, Xia, Fan, Liya, Yin, Shuxian, Zhu, Yixiao, Yang, Honglong | Reflectance | ||
| Simulating Complex CO2 Background Conditions for Indianapolis, IN, With a Simple Ecosystem CO2 Flux Model | Murphy, S. L., Davis, K. J., Miles, N. L., Barkley, Z. R., Deng, A., Horne, J. P., Richardson, S. J., Gourdji, S. M. | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| The Difference in MODIS Aerosol Retrieval Accuracy over Chinese Forested | Ahmed, Masroor, Ma, Yongjing, Kong, Lingbin, Tan, Yulong, Xin, Jinyuan | Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance | ||
| Seasonality and synchrony of photosynthesis in African forests inferred from spaceborne chlorophyll fluorescence and vegetation indices | Doughty, Russell, Wimberly, Michael C., Wanyama, Dan, Peiro, Helene, Parazoo, Nicholas, Crowell, Sean, Cho, Moses Azong | Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Reflectance, Anisotropy |
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| The biogeophysical impacts of land cover change on climate extremes in the Arctic and Boreal regions | Li, Shuai, Yang, Di, He, Yaqian, Parazoo, Nicholas, Liu, Wei | Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species | ||
| The Process-Cognizant Vegetation Drought Model (PCVDM): Analyzing | Zhang, Zhimei, Jiao, Zhijun, Wu, Lixin | Land Use/Land Cover Classification, Reflectance, Emissivity, Land Surface Temperature | ||
| The Simulated Role of the Antecedent Snow and Soil Moisture Conditions on the 1316 March 2021 Dust Storm in East Asia | Letcher, Theodore, LeGrand, Sandra, Sparrow, Kent, Eylander, John | Reflectance, Albedo, Anisotropy, Surface Soil Moisture, Albedo, Snow Cover | ||
| The surface mass balance and near-surface climate of the Antarctic ice | van Dalum, Christiaan T., van de Berg, Willem Jan, van den Broeke, Michiel R., van Tiggelen, Maurice | Albedo, Anisotropy, Reflectance |