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.
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| Title | Year Sort ascending | Author | Topic | Dataset |
|---|---|---|---|---|
| Identifying predictors of tropical cyclone impacts on coastal agriculture to assess coastal wetland buffering signals | Rowland, Phebe I., Wartman, Melissa, Nuyts, Siegmund, Duarte de Paula Costa, Micheli | Reflectance | ||
| Identifying Priority Vegetation Zones for Floodplain Wetland Management | Liu, Yang, Yang, Zhonghua, Yue, Yao, Liu, Jianhua | Reflectance | ||
| An Evaluation of Machine Learning Methods for Leaf Area Index Retrieval | Wang, Dong, Miao, Lijuan, Lu, Yutian, Jiang, Hanyang, Liu, Qiang | Reflectance | ||
| Assessing the net climate benefits of improved grazing intensity in | Powell, Robert S., Davis, Steven J., Encarnation, David G., Piipponen, Johannes, Chang, Jinfeng, Currier, Courtney M., Erb, Karl-Heinz, Eze, Samuel, Hong, Chaopeng, Ploton, Pierre, Ren, Shuai, Smith, Pete, Su, Jishuai, Tempio, Giuseppe, Terrer, Cesar, Wisser, Dominik, Xu, Fengwei, Pellegrini, Adam F. A. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Vegetation index reconstruction and suitability evaluation in arid | Ren, Yu, Xiao, Shengchun, Peng, Xiaomei, Ding, Aijun, Tian, Quanyan, Wang, Jiakang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Volcanic aerosol effects on warm and cold cloud microphysics: ICON-ART | Zarei, Fatemeh, Bruckert, Julia, Hoshyaripour, Gholam Ali, Hoose, Corinna | 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 | ||
| Warming-driven runoff increase and shifted seasonality in the | Xu, Xiaoqian, Wang, Wen, Zhou, Pinxuan | Reflectance, Terrain Elevation | ||
| What caused record-breaking aerosol loading over the South China Sea in April 2023 | Ravindra Babu, Saginela, Lin, Neng-Huei | Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface 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, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms | ||
| The shrinking Caspian Sea: Ecohydrological responses to human and climate pressures | Duku, Jesse, Tourian, Mohammad J., Azarderakhsh, Marzi, Abbasov, Rovshan, Mehran, Ali, Haghighi, Ali Torabi, Xenarios, Stefanos, Boschee, Azara, Babagiray, Salih, Sadegh, Mojtaba, Shokri, Nima, Nazemi, Ali, Farahmand, Alireza, Ashraf, Samaneh, Khujanazarov, Temur, Hassanzadeh, Elmira, Najib, Dalal, Placht, Daniel, Mashtayeva, Shamshagul, Rets, Ekaterina, Norouzi, Hamid, Madani, Kaveh, Shirzaei, Manoochehr, ShafizadehMoghadam, Hossein, Miao, Chiyuan, Mirchi, Ali, Wang, Shuo, AghaKouchak, Amir | Reflectance | ||
| TPLake-MED: a monthly extent dataset for lakes on the Tibetan Plateau | Zhao, Siyu, Zhao, Xiang, Zhao, Jiacheng, Zhang, Xin, Liu, Xingyu, Yao, Chengzhi | Reflectance | ||
| Understand Surface Deformation of Midyan Peninsula, Northwestern Saudi Arabia Using Differential Interferometry and Hypsometric Index | Alabbasi, Saad, Khan, Shuhab D., Tirmizi, Osman | 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 | ||
| Upscaling net ecosystem exchange on the QinghaiTibet Plateau using ensemble machine learning at high spatialtemporal resolution | Liu, J. Z., Xu, J. S., Lu, Q. R., Yu, J. Y., Zhao, S. P., Yang, W. H., Deng, Y. C. | Reflectance, Land Surface Temperature, Emissivity | ||
| Temporal dynamics of turbidity in China's lakes and reservoirs: Distinct trajectories and corresponding driving mechanisms | Huang, Yusheng, Chen, Huili, Liu, Shujie, Zhao, Gang, Fu, Xinyue, Zhang, Hanxiao, Liang, Zhongyao, Liu, Yong | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| The Amazon Riverbreeze circulation limits detection of aerosolcloud interactions in warm clouds | Christensen, Matthew W., Varble, Adam C., Tai, ShengLun, Wind, Gala, Meyer, Kerry, Holz, Robert, Platnick, Steven, Fast, Jerome | 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, Albedo, Anisotropy, Reflectance | ||
| The Influence of Open Boundary Conditions and Model Resolution on | Liqui Lung, Franciscus, Jakob, Christian, Jansson, Fredrik, Siebesma, Pier | 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 | ||
| Sensing Plant Photosynthesis Using Solar-Induced Chlorophyll Fluorescence: From Chloroplasts to the Globe | Yang, Xi, Guan, Kaiyu, Chen, Min, Johnson, Jennifer E., Li, Rong, Kimm, Hyungsuk, Wu, Genghong, Kim, Jongmin, Dashti, Hamid, Wang, Sheng, Lerdau, Manuel, Frankenberg, Christian, Berry, Joseph A. | Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll | ||
| Soil information and soil property maps for the Kurdistan region, Dohuk | Bellat, Mathias, Zebari, Mjahid, Glissmann, Benjamin, Rentschler, Tobias, Sconzo, Paola, Kakhani, Nafiseh, Taghizadeh-Mehrjardi, Ruhollah, Kohsravani, Pegah, Brifkany, Bekas, Pfalzner, Peter, Scholten, Thomas | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity |
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| Tropospheric low ozone and its diurnal cycle over the Western Pacific | Sun, Xiaoyu, Palm, Mathias, Muller, Katrin, Ji, Denghui, Patris, Sharon, Notholt, Justus | 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 | ||
| Urban Land Surface Effects on Summertime Clouds and Moist Convection in | Liu, Ye, Qian, Yun, Kaul, Colleen M., Gaudet, Brian J., Berg, Larry K., Feng, Zhe, Varble, Adam C., Tai, ShengLun, Feng, YaChien, Yang, Zhao, Chakraborty, T. C., Fast, Jerome D. | 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 | ||
| Reburning from overwintering fires in boreal North America: insights | Hessilt, Thomas D., Veraverbeke, Sander, Mack, Michelle C., Olsen, Richard, Turetsky, Merritt, Walker, Xanthe J., Baltzer, Jennifer L. | Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Fire Models, Fire Occurrence, Emissions, Organic Matter, Fire Disturbance, Soil Organic Carbon (SOC), Canopy Characteristics | ||
| Response of Coastal Vegetation to Extreme Precipitation Modulated by | Ji, Xiaolan, Wang, De, Tian, Xinpeng, Bi, Xiaoli, Wang, Xiaoli | Reflectance | ||
| VegET evapotranspiration for Africa: Continental-scale simulation, multi-product evaluation, and drought assessment | Akpoti, Komlavi, Velpuri, Naga Manohar, Leh, Mansoor, Kagone, Stefanie, Mekonnen, Kirubel, Owusu, Afua, Tadesse, Mulugeta, Prabhath, Paranamana Thilina, Madushanka, Lahiru, Perera, Tharindu, Parrish, Gabriel E.L., Nangia, Vinay, Sy, Souleymane, Bliefernicht, Jan, Guug, Samuel, Seid, Abdulkarim H., Senay, Gabriel B. | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Reflectance | ||
| Vegetation Water Stress Response-Driven Approach for Verifying Vegetation Drought Monitoring Results: A Case Study of the Yangtze River Basin, China | Wu, Lixin, Zhang, Zhimei, Haseeb, Muhammad, Jiao, Zhijun | Land Use/Land Cover Classification, Reflectance | ||
| What can hydrological modelling gain from spatially explicit | Zheng, Xudong, Liu, Dengfeng, Wang, Hao, Ma, Chuanhui, Liu, Hui, Ming, Guanghui, Li, Qiang, Khan, Mohd Yawar Ali, Hussain, Fiaz | 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 | ||
| Wheat yield estimation at field level over France using Sentinel 2, Landsat-8, and meteorological time series | Houdmont, Pierre Loup, Claverie, Martin, Defourny, Pierre | Reflectance |