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 |
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| Mapping 24 woody plant species phenology and ground forest phenology over China from 1951 to 2020 | Zhu, Mengyao, Dai, Junhu, Wang, Huanjiong, Alatalo, Juha M., Liu, Wei, Hao, Yulong, Ge, Quansheng | Land Use/Land Cover Classification, Plant Phenology, Normalized Difference Vegetation Index (NDVI), Plant Phenological Changes, Reflectance, Enhanced Vegetation Index (EVI) | ||
| Long-term assessment of fire-induced carbon loss in Southeast Atlantic Forest | Baiao, Cheila Flavia de Praga, Massi, Klecia Gilli, Sousa Junior, Wilson Cabral de | 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 | ||
| Mapping the potential distribution of Asian elephants: Implications for conservation and humanelephant conflict mitigation in South and Southeast Asia | Xu, Haixia, Jiang, Luguang, Liu, Ye | Reflectance, Anisotropy, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification | ||
| Marine cloud base height retrieval from MODIS cloud properties using machine learning | Lenhardt, Julien, Quaas, Johannes, Sejdinovic, Dino | Clouds, Cloud Frequency, Cloud Height, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types | ||
| Megafire smoke exposure jeopardizes tree carbohydrate reserves and yield | Orozco, Jessica, Guzman-Delgado, Paula, Zwieniecki, Maciej A. | Reflectance, Aerosol Optical Depth/Thickness | ||
| Megagrazer loss drives complex landscape-scale biophysical cascades | Hyvarinen, Olli, te Beest, Mariska, le Roux, Elizabeth, Kerley, Graham I H, Buitenwerf, Robert, Druce, Dave J, Chen, Jiquan, Rapp, Linda, Fernandes, Joana, Cromsigt, Joris P G M | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | ||
| Individual and Neighborhood Level Predictors of Children's Exposure to Residential Greenspace | Hazlehurst, Marnie F., Hajat, Anjum, Szpiro, Adam A., Tandon, Pooja S., Kaufman, Joel D., Loftus, Christine T., Bush, Nicole R., LeWinn, Kaja Z., Hare, Marion E., Sathyanarayana, Sheela, Karr, Catherine J. | Land Use/Land Cover, Normalized Difference Vegetation Index (NDVI), Reflectance | ||
| Influence of terrestrial nitrogen dynamics on mesoscale nearsurface meteorological fields | Cai, Xitian, Cao, Yeer, Zhang, Guo, Liang, Jingjing, Zheng, Hui, Li, Kai, Zeng, Zhenzhong, Dai, Yongjiu, Yang, ZongLiang | Land Use/Land Cover Classification, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Influence of Vegetation Phenology on the Temporal Effect of Crop | Lin, Yinghao, Fan, Tingshun, Wang, Dong, Cai, Kun, Liu, Yang, Wang, Yuye, Yu, Tao, Xu, Nianxu | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance | ||
| Insights into airborne particulate matter: artificial intelligence-driven PM2. 5 modelling in Hyderabad district, India | A K, Nandan, Mathew, Aneesh | Reflectance | ||
| Influence of columnar versus vertical distribution of aerosol properties on the modulation of shortwave radiative effects | Santhosh, V.N., Madhavan, B.L., Ratnam, M. Venkat, Naik, Dinesh N. | Reflectance, Anisotropy | ||
| Influence of deep stratosphere-to-troposphere transport on atmospheric carbon dioxide and methane at the Mt. Cimone WMO/GAW global station (2165 m a.s.l., Italy): A multi-year (20152022) investigation | Trisolino, Pamela, Putero, Davide, Arduini, Jgor, Amendola, Stefano, Calzolari, Francescopiero, Cristofanelli, Paolo | Atmospheric Ozone, Reflectance, Aerosol Optical Depth/Thickness, Atmospheric Ozone |
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| Light-absorbing black carbon and brown carbon components of smoke | Choi, Myungje, Lyapustin, Alexei, Schuster, Gregory L., Go, Sujung, Wang, Yujie, Korkin, Sergey, Kahn, Ralph, Reid, Jeffrey S., Hyer, Edward J., Eck, Thomas F., Chin, Mian, Diner, David J., Kalashnikova, Olga, Dubovik, Oleg, Kim, Jhoon, Moosmuller, Hans | Reflectance, Fire Occurrence, THERMAL ANOMALIES, Land Surface Temperature | ||
| Limited Immediate Effects of Wildfire on Alaska Moose Harvest | Brinkman, Todd J., Schmidt, Jennifer I., Paragi, Thomas F. | Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species | ||
| Long-Term Monitoring of the Titicaca Lake Water Storage Variations : From Nadir Altimetry to Swot | Frappart, Frederic, Normandin, Cassandra, Bourrel, Luc, Visitacion, Kimberly, Rau, Pedro, Lavado, Waldo, Wigneron, Jean-Pierre | Reflectance | ||
| Long-Term Response of Peatland Carbon Exchange to Climatic Changes in | Balogun, Olalekan, Bello, Richard, Higuchi, Kaz | Reflectance | ||
| Modeling Diurnal Variation of Land Surface Albedo over Rugged Terrain | Han, Yuan, Wen, Jianguang, You, Dongqin, Xiao, Qing, Hao, Dalei, Tang, Yong, Piao, Sen, Liu, Guokai, Liu, Qinhuo | Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| DETECCAO DE MUDANCAS NO USO E OCUPACAO DO SOLO NO ESTADO DO AMAZONAS BASEADA NAS CLASSIFICACOES DO PROJETO MAPBIOMAS | Vasconcelos, Brychtn Ribeiro de, Vieira Lima, Mirelle Taina, Conceicao Paranhos Filho, Antonio | Land Use/Land Cover Classification, Plant Phenology, Enhanced Vegetation Index (EVI), Reflectance | ||
| Deforestation-Driven Increases in Shallow Clouds Are Greatest in Drier, Low-Aerosol Regions of Southeast Asia | Leung, Gabrielle R., Grant, Leah D., van den Heever, Susan C. | 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, Humidity, Total Precipitable Water, Water Vapor Profiles | ||
| geeSEBAL-MODIS: Continental-scale evapotranspiration based on the | Comini de Andrade, Bruno, Laipelt, Leonardo, Fleischmann, Ayan, Huntington, Justin, Morton, Charles, Melton, Forrest, Erickson, Tyler, Roberti, Debora R., de Arruda Souza, Vanessa, Biudes, Marcelo, Gomes Machado, Nadja, Antonio Costa dos Santos, Carlos, Cosio, Eric G., Ruhoff, Anderson | Land Use/Land Cover Classification, Reflectance, Anisotropy, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| From EU-SoilHydroGrids to HU-SoilHydroGrids: A leap forward in soil hydraulic mapping | Szabo, Brigitta, Meszaros, Janos, Laborczi, Annamaria, Takacs, Katalin, Szatmari, Gabor, Bakacsi, Zsofia, Mako, Andras, Pasztor, Laszlo | Reflectance | ||
| Generation of 1 km high resolution Standardized precipitation evapotranspiration Index for drought monitoring over China using Google Earth Engine | He, Yile, Xie, Youping, Liu, Junchen, Hu, Zengyun, Liu, Jun, Cheng, Yuhua, Zhang, Lei, Wang, Zhihui, Li, Man | Reflectance | ||
| Global Carbon Fluxes Using Multioutput Gaussian Processes Regression and MODIS Products | Campos-Taberner, Manuel, Gilabert, Maria Amparo, Sanchez-Ruiz, Sergio, Martinez, Beatriz, Jimenez-Guisado, Adrian, Garcia-Haro, Francisco Javier, Guanter, Luis | Reflectance, Anisotropy, Photosynthesis, Primary Production, Vegetation Productivity, Evapotranspiration, Latent Heat Flux, Land Use/Land Cover Classification |
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| Glaciation of liquid clouds, snowfall, and reduced cloud cover at | Toll, Velle, Rahu, Jorma, Keernik, Hannes, Trofimov, Heido, Voormansik, Tanel, Manshausen, Peter, Hung, Emma, Michelson, Daniel, Christensen, Matthew W., Post, Piia, Junninen, Heikki, Murray, Benjamin J., Lohmann, Ulrike, Watson-Parris, Duncan, Stier, Philip, Donaldson, Norman, Storelvmo, Trude, Kulmala, Markku, Bellouin, Nicolas | 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 | ||
| Global expansion of wildland-urban interface (WUI) and WUI fires: insights from a multiyear worldwide unified database (WUWUI) | Tang, Wenfu, He, Cenlin, Emmons, Louisa, Zhang, Junzhe | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Reflectance, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Burned Area |
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