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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| Aerosol and non-aerosol drivers of regional trends in top-of-atmosphere Albedo over 2002-2020 | Clement, Noe, Bellouin, Nicolas, Boucher, Olivier, Quaas, Johannes, Jia, Hailing, Tegen, Ina | 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, Albedo, Anisotropy, Emissivity, Land Surface Temperature | ||
| Amazon forest loss: An all-sky biophysical top-of-atmosphere cooling feedback | Dror, Tom, Feingold, Graham | 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, Land Use/Land Cover Classification | ||
| An End-to-End Foundation Model-Based Framework for Robust LAI Retrieval | Gu, Xiangfeng, Li, Wenyuan, Guan, Shikang | Reflectance | ||
| A new model for estimating topography-modulated daily net radiation under all-sky conditions | Zhao, Yu, Jiang, Bo, Liang, Shunlin, Li, Ainong, He, Tao, Miao, Guofang, Zhang, Zhengjian, Yin, Xiuwan, Chen, Yingping, Zhao, Xiang, Zhang, Xiaotong, Yao, Yunjun, Tan, Xuqing | Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| A Transboundary Air Quality CoBenefit of Ecological Restoration in Mongolia | Qiu, Pengcheng, Guan, Xiaodan, Huang, Jianping, Da, Pengbo, Ding, Yuhang, Jin, Zhiyuan | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Reflectance | ||
| A Cloud-Native Alternative Correction for Landsat-8/9 Collection 2 Surface Reflectance over Inland Waters | Bi, Shun, Shi, Kun, Xu, Jie | Reflectance | ||
| A concise real-time identification method of maize phenological period | Zhu, Bingxue, Wu, Huizhu, Li, Sijia, Chen, Liwen, Song, Kaishan | Reflectance | ||
| A Costefficient and robust approach to monitor ecosystem photosynthesis using nearinfrared enabled cameras | Syahid, Luri Nurlaila, Luo, Xiangzhong, Zhao, Ruiying, Yu, Liyao, Tan, Li Ming, Detto, Matteo, Sonnentag, Oliver | Reflectance, Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Vegetation Cover, Plant Phenology, Plant Characteristics |
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| A global 0.05 gross primary production dataset from 2001 to 2024 generated using a hybrid LSTM framework | Chen, Shaoyang, Liu, Xinjie, Han, Qizhi, Wu, Yanhong, Liu, Liangyun | Land Use/Land Cover Classification, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Albedo, Anisotropy, Reflectance, Photosynthesis, Primary Production, Vegetation Productivity | ||
| A harmonized 20002024 dataset of daily river ice concentration and annual phenology for major Arctic rivers | Qiu, Jiahui, Luojus, Kari, Kaartinen, Harri, Qiu, Yubao, Silander, Jari, Patro, Epari Ritesh, Klove, Bjorn, Haghighi, Ali Torabi | Reflectance | ||
| A High-Resolution Forest Soil Organic Carbon Dataset for China Derived from an Enhanced Quantile Regression Forest Model | Chen, Jizhen, Ou, Yuxing, Fan, Zihao, Zhang, Xin, Xiao, Wenfa, Sun, Qiwu, Sun, Xiangyang, Huang, Zhilin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Spatiotemporal Variation in Understory Litter Coverage Based on Multi-Angle Remote Sensing Inversion Using Sentinel-2 and MODIS BRDF Imagery | Gu, Zhujun, Wu, Jiasheng, Fu, Qinghua, Yue, Xiaofeng, Liao, Guanghui, He, Yanzi, Mai, Xianzhi, Liu, Jia, He, Qiuyin, Lin, Quanman | Reflectance, Albedo, Anisotropy | ||
| An uncertain future for the climate and health impacts of anthropogenic aerosols in Africa | Amooli, Joe Adabouk, Lund, Marianne T., Chowdhury, Sourangsu, Myhre, Gunnar, Johansen, Ane N., Samset, Bjrn H., Westervelt, Daniel M. | 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 | ||
| Analysis of Deep Learning Architectures for Satellite Imaging-based Solar Irradiance Dense Time-Series Forecasting | Hong, Ying-Yi, Domingo Lopez, Dylan Josh, Huang, Yan-Qi | Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| An integrative methodology to estimate high-resolution carbon stock and | Fuentes-Castillo, Taryn, Grau-Neira, Aaron, Morales-Santana, Eduardo, Rus-Valledor, Deelan, Trejo-Cancino, David, Pascual, Adrian, Perez-Quezada, Jorge F. | Reflectance | ||
| An investigation of the impact of Canadian wildfires on US air quality using model, satellite, and ground measurements | Xue, Zhixin, Udaysankar, Nair, Christopher, Sundar A. | Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires, Burned Area, Aerosol Optical Depth/Thickness, Aerosol Backscatter, Aerosol Extinction, 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 | ||
| Aura Ozone Monitoring Instrument (OMI) Collection 4 Formaldehyde | Ayazpour, Zolal, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Sun, Kang, Kwon, HyeongAhn, Chan Miller, Christopher, Chong, Heesung, Wang, Huiqun, Liu, Xiong, Chance, Kelly, OSullivan, Ewan, Zhu, Lei, Vigouroux, Corinne, De Smedt, Isabelle, Stremme, Wolfgang, Hannigan, James W., Notholt, Justus, Sun, Xiaoyu, Palm, Mathias, Petri, Cristof, Strong, Kimberly, Rohling, Amelie N., Mahieu, Emmanuel, Smale, Dan, Te, Yao, Morino, Isamu, Murata, Isao, Nagahama, Tomoo, Kivi, Rigel, Makarova, Maria, Jones, Nicholas, Sussmann, Ralf, Zhou, Minqiang | Cloud Fraction, Cloud Top Pressure, Albedo, Anisotropy, Reflectance, Formaldehyde, Carbon And Hydrocarbon Compounds, ULTRAVIOLET RADIANCE, Solar Irradiance, 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, 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, Land Use/Land Cover Classification |
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| Better satellite precipitation algorithms slightly improved landslide hazard assessment | Stanley, Thomas A., Sutton, Jessica R. P., Vershel, Rachel Soobitsky, Amatya, Pukar M. | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Reflectance, Total Surface Water, Landslides, Root Zone Soil Moisture, Surface Soil Moisture |
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| Basal ice but not summer temperature affects land surface greenness in parts of the landscape in high Arctic tundra | Lechler, Lia, Pedersen, Ashild nvik, Myers-Smith, Isla H, Le Moullec, Mathilde, Loe, Leif Egil, Hansen, Brage Bremset, Beumer, Larissa T, Ravolainen, Virve | Reflectance | ||
| Baseline high-resolution maps of soil nutrients in Morocco to support sustainable agriculture | Bouslihim, Yassine, Bouasria, Abdelkrim, Jelloul, Ahmed, Khiari, Lotfi, Dahhani, Sara, Mrabet, Rachid, Moussadek, Rachid | Reflectance, Anisotropy | ||
| AI-Based Downscaling of MODIS LST Using SRDA-Net Model for High-Resolution Data Generation | Ma, Hongxia, Mao, Kebiao, Yuan, Zijin, Xu, Longhao, Shi, Jiancheng, Guo, Zhonghua, Qin, Zhihao | Reflectance, Land Surface Temperature, Emissivity, Albedo, Anisotropy, Land Use/Land Cover Classification |
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| AI-Enhanced Real-Time Monitoring of Marine Pollution: Part 2-A Spectral | Prakash, Navya, Zielinski, Oliver | Reflectance, Shortwave Downward Irradiance | ||
| Aerosol optical depth over Northeastern Brazil: A multi-platform | Munchow, Gabriel Bonow, de Oliveira, Aline Macedo, Duarte, Edicle De Souza Fernandes, Oliveira, Daniel Camilo Fortunato dos Santos, Araujo, Barbara Marinho, Rosario, Nilton Manuel Evora do, Hoelzemann, Judith Johanna | 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 | ||
| Aerosol retrievals derived from a low-cost Calitoo sun-photometer taken on board a research vessel | Garcia, Rosa D., Barreto, Africa, Rey, Celia, Fraile-Nuez, Eugenio, Gonzalez-Vega, Alba, Leon-Luis, Sergio F., Alcantara, Antonio, Almansa, A. Fernando, Guirado-Fuentes, Carmen, Gonzalez-Sicilia, Pablo, Cachorro, Victoria E., Bouchar, Frederic | 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 | ||
| Aerosols are critical for nowcasting climate | Gettelman, Andrew, Kahn, Ralph | 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 |