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 |
|---|---|---|---|---|
| Validation on cloud fraction products from satellite and reanalysis data | Guo, Xiaoyang, Gong, Shaoqi, Zhang, Hailong, Li, Li, Han, Lu, Gu, Li, Li, Hua, Zhang, Hao, Liu, Qinhuo | 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 | ||
| Validation of flood inundation modelling using multi-source SAR imagery | Gao, Dan, Wang, Wenting, Yin, Jie, Yu, Dapeng, Lu, Yi, Yuan, Xuesong, Li, Meixuan, Yang, Yuhan | Reflectance, Total Surface Water | ||
| Unprecedented Amazonian rainforests damage during the 20232024 droughts | Bai, Hao, Liu, Xiangzhuo, Yang, Hui, Chave, Jerome, Ciais, Philippe, Wigneron, Jean-Pierre, Saatchi, Sassan, Xiao, Jingfeng, Le Toan, Thuy, Hu, Xiaomei, Yang, Ziyan, Wang, Lijun, Fan, Lei, Yao, Yitong, Chen, Xiuzhi, Liu, Yanxu, Xue, Baolin, Guo, Qinghua, Tang, Zhiyao, Liu, Hongyan, Fang, Jingyun, Tao, Shengli | Plant Phenology, Canopy Characteristics, Vegetation Cover, Lidar, Topography, Vegetation Height, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Anisotropy | ||
| Tracking seasonal variability in plant traits from spaceborne PRISMA and | Ji, Fujiang, Zheng, Ting, Shiklomanov, Alexey N., Yang, Ruqi, Townsend, Philip A., Li, Fa, Hao, Dalei, Dashti, Hamid, Kovach, Kyle R., You, Hangkai, Zhou, Junxiong, Chen, Min | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Albedo, Anisotropy, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Forest aboveground biomass estimation through integration of sentinel-2 | He, Yinan, Shu, Shijie, Holm, Jennifer, Needham, Jessica, Negron-Juarez, Robinson, Koven, Charles, Zhu, Qing, Falco, Nicola | Reflectance, Enhanced Vegetation Index (EVI), Forests, Evergreen Vegetation, Deciduous Vegetation, Shrubland/Scrub, Biomass, Grasslands, LIDAR WAVEFORM, Canopy Characteristics, Terrestrial Ecosystems | ||
| Enhancing daily precipitation reconstruction: An improved version of the reddPrec R package | Huerta, Adrian, Bronnimann, Stefan, de Luis, Martin, Begueria, Santiago, Serrano-Notivoli, Roberto | Reflectance | ||
| Enhancing drought resilience: An index insurance scheme for West African | Estefania-Salazar, Enrique, Iglesias, Eva | Reflectance | ||
| Evaluating Spatio-temporal Dynamics of Water Quality in the Atchafalaya Basin Using Landsat 8 & 9 Surface Reflectance Imagery | Loh, Priscilla M., Twumasi, Yaw A., Ning, Zhu H., Osei, Jeff D., Gyan, Dorcas, Dadzie, Esi | Deltas, Wetlands, Suspended Solids, Reflectance, RIVERS/STREAMS | ||
| Development of high-resolution regional aerosol climate model: | Yasui, Ryosuke, Tomisawa, Kei, Sato, Yousuke, Takemura, Toshihiko | 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, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Emissions, Non-methane Hydrocarbons/Volatile Organic Compounds, Fire Occurrence, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Leaf Area Index (LAI), Normalized Difference Vegetation Index (NDVI) | ||
| Dissimilar roles of aerosols, nitrogen deposition and ozone on the | Xie, Nanhong, Wang, Tijian, Li, Shu, Zhuang, Bingliang, Li, Mengmeng, Xie, Min, Zhang, Qian, Ma, Danyang, Liu, Jane, Chen, Jing M., Feng, Zhaozhong, Melas, Dimitrios, Karatzas, Kostas | 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, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Higher tree diversity reduces the likelihood of Amazon tipping points | Van Passel, Johanna, Van Meerbeek, Koenraad, Bernardino, Paulo Negri, De Keersmaecker, Wanda, Lhermitte, Stef, Rius, Bianca Fazio, Somers, Ben | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Albedo, Anisotropy, Reflectance, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area |
|
|
| Identification of dust aerosol source areas and transmission paths along the ChinaPakistan Economic Corridor | Han, Zhijuan, Liu, Jie, Ding, Jianli, Wu, Shu, Lu, Xixi, Hou, Xinlei, Zhao, Xiaonan, Yang, Jiahui | 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, 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 | ||
| Identification of the Global Cloud-Clear Sky Transition Zone and Its | Yu, Xinyu, Lang, Qin, Wang, Lunche, Zhang, Ming, Jin, Shikuan, Gu, Xihui, Xiao, Wen, Du, Yao | 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, Aerosol Optical Depth/Thickness | ||
| Intensifying precipitation extremes and landslide susceptibility using machine learning in the Upper Ganga Sub-Basin, India | Upadhyaya, Anup, Rai, Abhishek Kumar | Population, 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 | ||
| L. Duncanson a,* PM Montesano b,c,A. Neuenschwander d, A. | Duncanson, L., Montesano, P.M., Neuenschwander, A., Zarringhalam, A., Thomas, N., Minor, D.M., Wulder, M.A., White, J.C., Guenther, E., Feng, T., Leitold, V., Hancock, S., Armston, J., Puliti, S., Mandel, A.I., Shah, S., Silva, C., Purslow, M., Bruening, J., Breidenbach, J., Nsset, E., Saarela, S., Hunka, N., Kellner, J.R., Healey, S.P., Schepaschenko, D., Wallerman, J., Neigh, C.S.R., Carvalhais, N., Dubayah, R. | Land Use/Land Cover Classification, Reflectance, Biomass, Terrestrial Ecosystems, LIDAR WAVEFORM, Evergreen Vegetation, Shrubland/Scrub, Grasslands, Forests, Canopy Characteristics, Deciduous Vegetation |
|
|
| Optimizing CO2 Concentrations and Emissions Based on the | Liu, Wenhao, Ling, Xiaolu, Li, Chenggang, He, Botao | 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, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Persistent 20232025 Wildfire Extremes in Canada Produced Unprecedented Emissions and AirQuality Impacts | Chen, Yang, Field, Robert D., Scholten, Rebecca C., Randerson, James T. | 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, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature, Fire Occurrence, THERMAL ANOMALIES, Surface Thermal Properties | ||
| LongTerm Variability of Homogenized GPSDerived Precipitable Water Vapor Over Chinese Stations (20002020) | Bai, Jingna, Van Malderen, Roeland, Pottiaux, Eric, Zhang, Weixing, Lou, Yidong, Liu, Jingnan | 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 | ||
| Making a Dust Source Map: Can We Build, Implement, and Learn From a Reflectance Derived Sediment Supply Map in the Unified Forecast System (UFS)? | Faber, E., Baker, B., Rocha Lima, A., Schepanski, K. | Reflectance | ||
| Measurement report: Insights into the high temporal variability of atmospheric carbon dioxide (CO2) at a suburban station in the Indo-Gangetic Plain | Vazhathara, Vimal Jose, Kunchala, Ravi Kumar, Philip, Sajeev, Rathore, Jaswant, Ganguly, Dilip, Dey, Sagnik, Nakayama, Tomoki, Matsumi, Yutaka, Patra, Prabir K. | Carbon Flux, Albedo, Anisotropy, Reflectance | ||
| Multi-Sensor Spatiotemporal Fusion for 30-m Daily Gapless Snow Cover | Wu, Jinhang, Zhang, Xueliang, Xiao, Pengfeng, Jia, Yumeng, Tang, Bo, Liu, Yan | Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Albedo, Snow Cover | ||
| Multi-source remote sensing of insect defoliation events in Abisko from | Feng, Shunan, Laursen, Simon Nyboe, Smart, Amy, Srensen, Katrine Stadsholt, Lund, Monika, Grillini, Federico, Rieksta, Jolanta, Jiao, Yi, Rinnan, Riikka, Westergaard-Nielsen, Andreas | Reflectance | ||
| Land-Ocean Contrast in Low-Cloud Adiabatic Fraction Modulated by Cloud | Lu, Xin, Zhu, Yannian, Rosenfeld, Daniel | 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 | ||
| Landsat observations reveal increasing trend in lake clarity on the | Wang, Shenglei, Zhang, Wenzhi, Tan, Zhangru, Spyrakos, Evangelos, Shi, Kun, Somasundaram, Deepakrishna, Wu, Zijun, Zhang, Fangfang, Li, Junsheng, Zhang, Bing | Reflectance | ||
| Improved estimation of crop coefficients and water requirements for | Zhang, Teng, Chu, Dong, Hu, Junkang, Liddell, Michael, Liu, Xiaolong, Sun, Liang, Song, Lisheng | Reflectance |