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 Albedo Data
List of peer-reviewed publications that cite using Albedo data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Assessment of Aerosol Optical Properties and Dual Nature of Aerosol-Induced Radiative Forcing for Shortwave and Longwave over Northwest India | Pippal, Prity S., Kumar, Rajesh, Kumar, Ramesh, Singh, Atar | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0) | ||
| A Visibility-Based Historical PM2. 5 Estimation for Four Decades (19812022) Using Machine Learning in Thailand: Trends, Meteorological Normalization, and ... | Aman, Nishit, Panyametheekul, Sirima, Pawarmart, Ittipol, Sudhibrabha, Sumridh, Manomaiphiboon, Kasemsan | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone |
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| Theoretical Potential of TanSat-2 to Quantify China's CH4 Emissions | Zhu, Sihong, Yang, Dongxu, Feng, Liang, Tian, Longfei, Liu, Yi, Cao, Junji, Zhou, Minqiang, Cai, Zhaonan, Wu, Kai, Palmer, Paul I. | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Pressure Thickness, Surface Pressure, Relative Humidity, Cloud Liquid Water/Ice, Cloud Mass Flux |
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| Towards the Optimization of TanSat-2: Assessment of a Large-Swath Methane Measurement | Zhu, Sihong, Yang, Dongxu, Feng, Liang, Tian, Longfei, Liu, Yi, Cao, Junji, Wu, Kai, Cai, Zhaonan, Palmer, Paul I. | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, Pressure Thickness, Surface Pressure, Relative Humidity, Cloud Liquid Water/Ice, Cloud Mass Flux |
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| ShipBased Lidar Evaluation of Southern Ocean Low Clouds in the StormResolving General Circulation Model ICON and the ERA5 and MERRA2 Reanalyses | Kuma, Peter, Bender, Frida A.M., McDonald, Adrian J., Alexander, Simon P., McFarquhar, Greg M., Cassano, John J., Plank, Graeme E., Hartery, Sean, Parsons, Simon, Garrett, Sally, Schuddeboom, Alex J., Possner, Anna | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Relative Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds |
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| The shadow of the wind: the impact of Saharan dust on photovoltaic power generation in the Mediterranean | Varga, Gyorgy, Gresina, Fruzsina, Gelencser, Andras, Csavics, Adrienn, Rostasi, Agnes | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature | ||
| Analysis of gap filling techniques for GRACE/GRACE-FO terrestrial water storage anomalies in Canada | Bringeland, Stephanie, Fotopoulos, Georgia | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Albedo, Snow Depth, Snow Depth, Glacier Runoff, Glacier Runoff, Snow Cover, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Precipitation, Atmospheric Ozone |
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| Analysis of environmental variables and deforestation in the amazon using logistical regression models | da Silva, Helder J. F., Goncalves, Weber A., Bezerra, Bergson G., Santos e Silva, Claudio M., de Oliveira, Cristiano P., Junior, Jorio B. Cabral, Rodrigues, Daniele T., Silva, Fabricio D. S. | Land Surface Temperature, Emissivity, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Albedo, Anisotropy, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
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| Analysis of short- and long-term controls on the variability of event-based runoff coefficient | Xu, Tianle, Li, Pin-Ching, Merwade, Venkatesh | Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff | ||
| Atmospheric-river-induced foehn events drain glaciers on Novaya Zemlya | Haacker, J., Wouters, B., Fettweis, X., Glissenaar, I. A., Box, J. E. | Albedo, Anisotropy | ||
| Asymmetry in the Diurnal Variation of Land Surface Albedo and Its | Han, Yuan, Wen, Jianguang, Xiao, Qing, You, Dongqin, Meng, Lei, Wu, Shengbiao, Hao, Dalei, Tang, Yong, Chen, Xi, Liu, Qinhuo, Zhao, Congcong | Albedo, Anisotropy | ||
| Assessing biases in atmospheric parameters for radiative effects estimation in tropical regions | Santhosh, V.N., Madhavan, B.L., Ratnam, M. Venkat, Naik, Dinesh N., Sellitto, Pasquale | Reflectance, Albedo, Anisotropy | ||
| Annual and Seasonal Patterns of Burned Area Products in Arctic-Boreal North America and Russia for 20012020 | Clelland, Andrew A., Marshall, Gareth J., Baxter, Robert, Potter, Stefano, Talucci, Anna C., Rady, Joshua M., Genet, Helene, Rogers, Brendan M., Natali, Susan M. | Reflectance, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires, Burned Area, Emissions, Forests, Carbon, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Reforestation, Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Fire Dynamics, Normalized Difference Vegetation Index (NDVI), Albedo |
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| Assessment of atmospheric and surface energy budgets using observation-based data products | Mayer, Michael, Kato, Seiji, Bosilovich, Michael, Bechtold, Peter, Mayer, Johannes, Schroder, Marc, Behrangi, Ali, Wild, Martin, Kobayashi, Shinya, Li, Zhujun, LEcuyer, Tristan | Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Precipitation, Atmospheric Ozone |
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| Airborne observation with a low-cost hyperspectral instrument: retrieval of NO vertical column densities (VCDs) and the satellite sub-grid variability over ... | Park, Jong-Uk, Kim, Hyun-Jae, Park, Jin-Soo, Choi, Jinsoo, Park, Sang Seo, Bae, Kangho, Lee, Jong-Jae, Song, Chang-Keun, Park, Soojin, Shim, Kyuseok, Cho, Yeonsoo, Kim, Sang-Woo | Albedo, Anisotropy, Reflectance | ||
| An Independent Evaluation of GHGSat Methane Emissions: Performance | McLinden, C. A., Griffin, Debora, Davis, Zoe, Hempel, Colin, Smith, James, Sioris, Christopher, Nassar, Ray, Moeini, Omid, LegaultOuellet, Eric, Malo, Alain | Albedo, Anisotropy | ||
| An Improved Integrated Model for Temporal Normalization of Satellite-Derived Land Surface Temperature | Du, Wenhui, Liu, Xiangyang, Li, Zhao-Liang, Qin, Zhihao, Fan, Jinlong | Reflectance, Albedo, Anisotropy | ||
| A global assessment of the effects of solar farms on albedo, vegetation, and land surface temperature using remote sensing | Xu, Zhengjie, Li, Yan, Qin, Yingzuo, Bach, Eviatar | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Albedo, Anisotropy |
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| A new approach for Spatializing the Canadian National Forest Inventory (SCANFI) using Landsat dense time series | Guindon, Luc, Manka, Francis, Correia, David L.P., Villemaire, Philippe, Smiley, Byron, Bernier, Pierre, Gauthier, Sylvie, Beaudoin, Andre, Boucher, Jonathan, Boulanger, Yan | Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, Albedo, Snow Cover | ||
| A new framework for evaluating dust emission model development using dichotomous satellite observations of dust emission | Hennen, Mark, Chappell, Adrian, Webb, Nicholas P., Schepanski, Kerstin, Baddock, Matthew C., Eckardt, Frank D., Kandakji, Tarek, Lee, Jeffrey A., Nobakht, Mohamad, von Holdt, Johanna | Land Use/Land Cover Classification, Reflectance, Albedo, Anisotropy, Albedo, Snow Cover | ||
| A new look into the impacts of dust radiative effects on the energetics of tropical easterly waves | Hosseinpour, Farnaz, Wilcox, Eric M. | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature, 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, Reflectance, Transmittance, Atmospheric Stability, Humidity, Total Precipitable Water, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, 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 |
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| A New Methodology for Estimating Surface Albedo in Heterogeneous Areas | Andres-Anaya, Paula, Sanchez-Aparicio, Maria, Del Pozo, Susana, Laguela, Susana, Hernandez-Lopez, David, Gonzalez-Aguilera, Diego | Radiative Forcing, Forests, Alpine/Tundra, Albedo | ||
| A satellite-derived dataset on vegetation phenology across Central Asia from 2001 to 2023 | Ding, Chao | Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | ||
| A 20012022 global gross primary productivity dataset using an ensemble model based on the random forest method | Chen, Xin, Chen, Tiexi, Li, Xiaodong, Chai, Yuanfang, Zhou, Shengjie, Guo, Renjie, Dai, Jie | Albedo, Anisotropy, Reflectance, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification |
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| A comprehensive evaluation of black carbon in snow and its radiative forcing in CMIP5 and CMIP6 models based on global field observations | Chen, Yang, Xing, Yuxuan, Yan, Shirui, Hou, Yaliang, Li, Xuejing, Shi, Tenglong, Cui, Jiecan, Wu, Dongyou, Zhou, Yue, Hao, Dalei, Pu, Wei, Wang, Xin | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature |