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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| Use of Hyper-Spectral Visible and Near-Infrared Satellite Data for Timely Estimates of the Earth's Surface Reflectance in Cloudy and Aerosol Loaded ... | Joiner, J., Fasnacht, Z., Qin, W., Yoshida, Y., Vasilkov, A. P., Li, C., Lamsal, L., Krotkov, N. | UV Aerosol Index, Albedo, Anisotropy, Reflectance, Sea Ice Concentration, Snow Cover | ||
| Using a vegetation index-based mixture model to estimate fractional vegetation cover products by jointly using multiple satellite dataMethod and feasibility analysis | Song, Wanjuan, Zhao, Tian, Mu, Xihan, Zhong, Bo, Zhao, Jing, Yan, Guangjian, Wang, Li, Niu, Zheng | Reflectance, Albedo, Anisotropy | ||
| Time-series maps reveal widespread change in plant functional type cover across Arctic and boreal Alaska and Yukon | Macander, Matthew J, Nelson, Peter R, Nawrocki, Timm W, Frost, Gerald V, Orndahl, Kathleen M, Palm, Eric C, Wells, Aaron F, Goetz, Scott J | Aquatic Ecosystems, Terrestrial Ecosystems, Vegetation, Soils, Vegetation Cover, Forests, Alpine/Tundra, Land Use/Land Cover Classification, Reflectance, Dominant Species | ||
| Total Suspended Solid Dynamics Revealed by Long-Term Satellite Image Analysis | Hoshikawa, Keisuke, Fujihara, Yoichi, Siev, Sokly, Arai, Seiya, Nakamura, Takashi, Fujii, Hideto, Sok, Ty, Yoshimura, Chihiro | Reflectance | ||
| Towards daily maximum heat index estimation across the conterminous United States using satellite-derived products | Pede, Timothy, Mountrakis, Giorgos | Land Surface Temperature, Emissivity, Reflectance | ||
| Thermally derived evapotranspiration from the Surface Temperature Initiated Closure (STIC) model improves cropland GPP estimates under dry conditions | Bai, Yun, Bhattarai, Nishan, Mallick, Kaniska, Zhang, Sha, Hu, Tian, Zhang, Jiahua | Albedo, Anisotropy, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity |
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| Thirty-eight years of CO2 fertilization has outpaced growing aridity to drive greening of Australian woody ecosystems | Rifai, Sami W., De Kauwe, Martin G., Ukkola, Anna M., Cernusak, Lucas A., Meir, Patrick, Medlyn, Belinda E., Pitman, Andy J. | Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) | ||
| Three decades of global trends in urban microwave backscatter, building volume and city GDP | Frolking, Steve, Mahtta, Richa, Milliman, Tom, Seto, Karen C. | Reflectance, Sustainability, Urbanization/Urban Sprawl | ||
| Uncertainties of soil organic carbon stock estimation caused by paleoclimate and human footprint on the Qinghai Plateau | Liu, Xia, Zhou, Tao, Shi, Peijun, Zhang, Yajie, Luo, Hui, Yu, Peixin, Xu, Yixin, Zhou, Peifang, Zhang, Jingzhou | Biomass, Forests, Grasslands, Alpine/Tundra, Photosynthetically Active Radiation, Carbon, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Uncertainty in satellite sea surface temperature with respect to air | Al-Shehhi, Maryam R. | 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 | ||
| Uncovering current pyroregions in Italy using wildfire metrics | Elia, Mario, Giannico, Vincenzo, Ascoli, Davide, Arganaraz, Juan Pablo, DEste, Marina, Spano, Giuseppina, Lafortezza, Raffaele, Sanesi, Giovanni | Reflectance, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Land Surface Temperature, Emissivity | ||
| Underestimation of the impact of land cover change on the biophysical environment of the Arctic and boreal region of North America | Dashti, Hamid, Smith, William K, Huo, Xueli, Fox, Andrew M, Javadian, Mostafa, Devine, Charles J, Behrangi, Ali, Moore, David J P | Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species | ||
| Updated trends of water management practice in the Italian rice paddies from remotely sensed imagery | Ranghetti, Luigi, Boschetti, Mirco | Reflectance | ||
| Upgrade of LSA-SAF Meteosat Second Generation daily surface albedo | Juncu, Daniel, Ceamanos, Xavier, Trigo, Isabel F., Gomes, Sandra, Freitas, Sandra C. | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Reflectance |
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| Vorhersage von hydrologischen Abflusskennwerten in unbeobachteten Einzugsgebieten mit Machine Learning | Klingler, Christoph, Feigl, Moritz, Borgwardt, Florian, Seliger, Carina, Schmutz, Stefan, Herrnegger, Mathew | Land Use/Land Cover Classification, Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments | ||
| Warming does not delay the start of autumnal leaf coloration but slows its progress rate | Jiang, Nan, Shen, Miaogen, Ciais, Philippe, Campioli, Matteo, Penuelas, Josep, Korner, Christian, Cao, Ruyin, Piao, Shilong, Liu, Licong, Wang, Shiping, Liang, Eryuan, Delpierre, Nicolas, Soudani, Kamel, Rao, Yuhan, Montagnani, Leonardo, Hortnagl, Lukas, PaulLimoges, Eugenie, Myneni, Ranga, Wohlfahrt, Georg, Fu, Yongshuo, Sigut, Ladislav, Varlagin, Andrej, Chen, Jin, Tang, Yanhong, Zhao, Wenwu | Land Use/Land Cover Classification, Reflectance, Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | ||
| What explains the year-to-year variation in growing season timing of boreal black spruce forests? | El-Amine, Mariam, Roy, Alexandre, Koebsch, Franziska, Baltzer, Jennifer L., Barr, Alan, Black, Andrew, Ikawa, Hiroki, Iwata, Hiroki, Kobayashi, Hideki, Ueyama, Masahito, Sonnentag, Oliver | Reflectance, Anisotropy | ||
| Where anthropogenic activity occurs, anthropogenic activity dominates vegetation net primary productivity change | Xie, Conghui, Wu, Shixin, Zhuang, Qingwei, Zhang, Zihui, Hou, Guanyu, Luo, Geping, Hu, Zengyun | Reflectance | ||
| WaterSmart-GISA web application of a data assimilation model to support irrigation research and decision making | Zhao, Haoteng, Di, Liping, Sun, Ziheng | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Land Surface Temperature, Emissivity, Surface Soil Moisture |
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| Wind-Ramp Predictability | Pereyra-Castro, Karla, Caetano, Ernesto | 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, Carbon Monoxide, Tropospheric Ozone, Geopotential Height, Tropopause, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Skin Temperature, Upper Air Temperature, Humidity, Layered Precipitable Water, Total Precipitable Water, Water Vapor Profiles, Water Vapor Concentration Profiles, Cloud Fraction, Emissivity, Skin Temperature, Sea Surface Temperature | ||
| Variability of Sea Ice from 2008 to 2019 in the Bohai and Northern Huanghai Sea, China and the Relationship with Climatic Factors | Gong, Shaoqi, Chen, Wenqian, Zhang, Cunjie, Yan, Qingyun, Yang, Hong | Ice Roughness, Ice Roughness, Reflectance, Sea Ice Elevation, Sea Ice Elevation, Sea Ice Concentration, Ice Extent, Ice Temperature, Sea Ice | ||
| Using long temporal reference units to assess the spatial accuracy of global satellite-derived burned area products | Franquesa, Magi, Lizundia-Loiola, Joshua, Stehman, Stephen V., Chuvieco, Emilio | Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance | ||
| Using an object-based machine learning ensemble approach to upscale evapotranspiration measured from eddy covariance towers in a subtropical wetland | Zhang, Caiyun, Brodylo, David, Rahman, Mizanur, Rahman, Md Atiqur, Douglas, Thomas A., Comas, Xavier | Land Surface Temperature, Emissivity, Evapotranspiration, Latent Heat Flux, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance |
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| Using atmospheric observations to quantify annual biogenic carbon dioxide fluxes on the Alaska North Slope | Schiferl, Luke D., Watts, Jennifer D., Larson, Erik J. L., Arndt, Kyle A., Biraud, Sebastien C., Euskirchen, Eugenie S., Goodrich, Jordan P., Henderson, John M., Kalhori, Aram, McKain, Kathryn, Mountain, Marikate E., Munger, J. William, Oechel, Walter C., Sweeney, Colm, Yi, Yonghong, Zona, Donatella, Commane, Roisin | Air Temperature, Alpine/Tundra, Solar Induced Fluorescence, Soil Temperature, Vegetation Cover, NET ECOSYSTEM CO2 EXCHANGE (NEE), Primary Production, Respiration Rate, Biogeochemical Cycles, Carbon, Atmospheric Carbon Dioxide, Boundary Layer Winds, Soil Respiration, Gross Primary Production (gpp), Wind Dynamics, Methane, Carbon Flux, Carbon, Soil Respiration, Permafrost, Atmospheric Carbon Monoxide, Upper Air Temperature, Humidity, Wind Speed, Land Use/Land Cover Classification, Forests, Reflectance, Dominant Species |
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| Using satellite-based AOD and ground-based measurements to evaluate the impact of the DWH oil spill on coastal air quality | Montas, Larissa, Roy, Shouraseni Sen, Ferguson, Alesia C., Mena, Kristina D., Kumar, Naresh, Solo-Gabriele, Helena M. | 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 |