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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| Role of Quasi-Biweekly Cloud-Radiative Feedback in Modulating and | Chen, Hongli, Hsu, PangChi, Hu, Shuzhen | 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, 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 |
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| Using an Isotope Enabled Mass Balance to Evaluate Existing Land Surface | Haagsma, Marja, Finkenbiner, Catherine E., Noone, David C., Bowen, Gabriel J., Still, Christopher, Fiorella, Richard P., Good, Stephen P. | Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature, Heat Flux, Evapotranspiration, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Snow Water Equivalent, Runoff |
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| Using hydrological modeling and satellite observations to elucidate subsurface and surface hydrological responses to the extreme drought | Tang, Zixuan, Zhang, Yongqiang, Tian, Jing, Ma, Ning, Li, Xiaojie, Kong, Dongdong, Cao, Yijing, Yang, Xuening, Wang, Longhao, Zhang, Xuanze, Chen, Yuyin | Land Surface Temperature, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo, Anisotropy | ||
| Updating the radiation infrastructure in MESSy (based on MESSy version 2.55) | Nutzel, Matthias, Stecher, Laura, Jockel, Patrick, Winterstein, Franziska, Dameris, Martin, Ponater, Michael, Graf, Phoebe, Kunze, Markus | Albedo, Anisotropy, Reflectance | ||
| Unequal distributions of crowdsourced weather data in England and Wales | Brousse, Oscar, Simpson, Charles H., Poorthuis, Ate, Heaviside, Clare | Albedo, Anisotropy | ||
| Which global reanalysis dataset has better representativeness in snow cover on the Tibetan Plateau? | Yan, Shirui, Chen, Yang, Hou, Yaliang, Liu, Kexin, Li, Xuejing, Xing, Yuxuan, Wu, Dongyou, Cui, Jiecan, Zhou, Yue, Pu, Wei, Wang, Xin | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Air Temperature, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Albedo, Snow Depth, Snow Water Equivalent, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI) |
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| Water budget-based evapotranspiration product captures natural and | Goswami, Shubham, Rajendra Ternikar, Chirag, Kandala, Rajsekhar, Pillai, Netra S, Kumar Yadav, Vivek, Abhishek, Joseph, Jisha, Ghosh, Subimal, Dutt Vishwakarma, Bramha | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Vegetation Index, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Albedo, Reflectance, Topographic Effects, Digital Elevation/Terrain Model (DEM), Terrain Elevation, Rivers/Streams |
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| Threshold of climate extremes that impact vegetation productivity over the Tibetan Plateau | Piao, Zhenggang, Li, Xiangyi, Xu, Hao, Wang, Kai, Tang, Shuchang, Kan, Fei, Hong, Songbai | Albedo, Anisotropy, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| UFLUX-GPP: A Cost-Effective Framework for Quantifying Daily Terrestrial Ecosystem Carbon Uptake Using Satellite Data | Zhu, Songyan, Xu, Jian, Zeng, Jingya, He, Panxing, Wang, Yapeng, Bao, Shanning, Ma, Jun, Shi, Jiancheng | Reflectance, Albedo, Anisotropy | ||
| The Land Wet-Bulb Temperature Increases Faster Than the Sea Surface | Chu, Haoran, Cao, Chang, Wang, Wei, Xiao, Wei, Zhang, Keer, Zhang, Mi, Lee, Xuhui | Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, 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 | ||
| The local cooling potential of land restoration in Africa | Ruijsch, Jessica, Teuling, Adriaan J., Duveiller, Gregory, Hutjes, Ronald W. A. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy | ||
| The impact of drought on terrestrial carbon in the West African Sahel: Implications for natural climate solutions | Rigatti, Emma, McDermid, Sonali S., Cook, Benjamin I., De Kauwe, Martin G. | Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Leaf Characteristics, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff | ||
| The impacts of modelling prescribed vs. dynamic land cover in a high-CO future scenario greening of the Arctic and Amazonian dieback | Kou-Giesbrecht, Sian, Arora, Vivek K., Seiler, Christian, Wang, Libo | Reflectance, Albedo, Anisotropy, Carbon, Cation Exchange Capacity, Organic Matter | ||
| Validation of Remotely Sensed and Modeled Soil Moisture at Forested and Unforested NEON Sites | Ayres, Edward, Reichle, Rolf H., Colliander, Andreas, Cosh, Michael H., Smith, Lucas | Brightness Temperature, SIGMA NAUGHT, Surface Soil Moisture, 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, Root Zone Soil Moisture | ||
| Vegetation IndexBased Models Without Meteorological Constraints Underestimate the Impact of Drought on Gross Primary Productivity | Chen, Xin, Chen, Tiexi, Liu, Shuci, Chai, Yuanfang, Guo, Renjie, Dai, Jie, Wang, Shengzhen, Zhang, Lele, Wei, Xueqiong | Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | ||
| The composite drought index incorporated solar-induced chlorophyll fluorescence enhances the monitoring capability of short-term drought | Ren, Hangxing, Du, Lin, Peng, Chuanjing, Yang, Jian, Gao, Wei | 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, Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, Ozone Profiles, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Atmospheric Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature |
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| Urban rooftops for food and energy in China | Yang, Rui, Xu, Chao, Zhang, Haoran, Wang, Zhen, Pradhan, Prajal, Lian, Xihong, Jiao, Limin, Bai, Xuemei, Cui, Shenghui, Hu, Yuanchao, Zhu, Yong-Guan | 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 | ||
| Tropospheric ozone pollution increases the sensitivity of plant production to vapor pressure deficit across diverse ecosystems in the Northern Hemisphere | Gao, Lun, Guan, Kaiyu, He, Liyin, Jiang, Chongya, Wu, Xiaocui, Lu, Xiaoman, Ainsworth, Elizabeth A. | Albedo, Anisotropy, Reflectance | ||
| Tundra fires and surface subsidence increase spectral diversity on the YukonKuskokwim Delta, Alaska | Anderson, D P, Michaelides, R J, Chen, W, Frost, G V, Macander, M J, Lara, M J | Vegetation Cover, Forests, Alpine/Tundra, Active Layer, Permafrost, Soil Moisture/Water Content, Permafrost, PERMAFROST MELT, Albedo, Snow Cover | ||
| X-BASE: the first terrestrial carbon and water flux products from an | Nelson, Jacob A., Walther, Sophia, Gans, Fabian, Kraft, Basil, Weber, Ulrich, Novick, Kimberly, Buchmann, Nina, Migliavacca, Mirco, Wohlfahrt, Georg, Sigut, Ladislav, Ibrom, Andreas, Papale, Dario, Gockede, Mathias, Duveiller, Gregory, Knohl, Alexander, Hortnagl, Lukas, Scott, Russell L., Dusek, Jiri, Zhang, Weijie, Hamdi, Zayd Mahmoud, Reichstein, Markus, Aranda-Barranco, Sergio, Ardo, Jonas, Op de Beeck, Maarten, Billesbach, Dave, Bowling, David, Bracho, Rosvel, Brummer, Christian, Camps-Valls, Gustau, Chen, Shiping, Cleverly, Jamie Rose, Desai, Ankur, Dong, Gang, El-Madany, Tarek S., Euskirchen, Eugenie Susanne, Feigenwinter, Iris, Galvagno, Marta, Gerosa, Giacomo A., Gielen, Bert, Goded, Ignacio, Goslee, Sarah, Gough, Christopher Michael, Heinesch, Bernard, Ichii, Kazuhito, Jackowicz-Korczynski, Marcin Antoni, Klosterhalfen, Anne, Knox, Sara, Kobayashi, Hideki, Kohonen, Kukka-Maaria, Korkiakoski, Mika, Mammarella, Ivan, Gharun, Mana, Marzuoli, Riccardo, Matamala, Roser, Metzger, Stefan, Montagnani, Leonardo, Nicolini, Giacomo, O'Halloran, Thomas, Ourcival, Jean-Marc, Peichl, Matthias, Pendall, Elise, Ruiz Reverter, Borja, Roland, Marilyn, Sabbatini, Simone, Sachs, Torsten, Schmidt, Marius, Schwalm, Christopher R., Shekhar, Ankit, Silberstein, Richard, Silveira, Maria Lucia, Spano, Donatella, Tagesson, Torbern, Tramontana, Gianluca, Trotta, Carlo, Turco, Fabio, Vesala, Timo, Vincke, Caroline, Vitale, Domenico, Vivoni, Enrique R., Wang, Yi, Woodgate, William, Yepez, Enrico A., Zhang, Junhui, Zona, Donatella, Jung, Martin | Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Emissivity, Land Surface Temperature, Reflectance, Anisotropy, Albedo, Land Use/Land Cover Classification |
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| Winter greening on the Tibetan Plateau induced by climate warming over | Lv, Jinxia, Yang, Wei, Shen, Miaogen, Liang, Eryuan, Jiang, Yuan, Chen, Jin, Chen, Xuehong, Jiang, Nan, Liu, Licong, Zhao, Wenwu, Penuelas, Josep | RADAR IMAGERY, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Albedo, Snow Cover, Topographical Relief Maps, Land Use/Land Cover Classification, Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
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| Enhancing Solar Forecasting Accuracy with Sequential Deep Artificial Neural Network and Hybrid Random Forest and Gradient Boosting Models across Varied ... | Hanif, Muhammad Farhan, Siddique, Muhammad Umar, Si, Jicang, Naveed, Muhammad Sabir, Liu, Xiangtao, Mi, Jianchun | 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 | ||
| Simulating the Thermal Regime and Surface Energy Balance of a PermafrostUnderlain Forest in Mongolia | Zweigel, Robin B., Dashtseren, Avirmed, Temuujin, Khurelbaatar, Aalstad, Kristoffer, Webster, Clare, Stuenzi, Simone M., Aas, Kjetil S., Lee, Hanna, Westermann, Sebastian | Atmospheric Carbon Dioxide, Heat Flux, Community Structure, Forest Composition/Vegetation Structure, Albedo, Soil Moisture/Water Content, Land Surface Temperature | ||
| GRACE observes the natural and irrigation-induced regional | Gafurov, Abror, Selyuzhenok, Valeria, Latinovic, Milena, Apel, Heiko, Mamaraimov, Adkham, Salokhiddinov, Abdulkhakim, Boergens, Eva, Guntner, Andreas | Albedo, Albedo, Snow Cover, Snow Cover | ||
| Groundwatersurface water exchange from temperature time series: A comparative study of heat tracer methods | Saphores, Erik, Leray, Sarah, Suarez, Francisco | Albedo, Snow Cover |