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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| Climate change induced declines in fuel moisture may turn currently fire-free Pyrenean mountain forests into fire-prone ecosystems | Resco de Dios, Victor, Hedo, Javier, Cunill Camprubi, Angel, Thapa, Prakash, Martinez del Castillo, Edurne, Martinez de Aragon, Juan, Bonet, Jose Antonio, Balaguer-Romano, Rodrigo, Diaz-Sierra, Ruben, Yebra, Marta, Boer, Matthias M. | Reflectance, Anisotropy | ||
| CLASSIC v1.0: The open-source community successor to the Canadian Land Surface Scheme (CLASS) and the Canadian Terrestrial Ecosystem Model (CTEM) - Part 2: Global benchmarking | Seiler, Christian, Melton, Joe R., Arora, Vivek K., Wang, Libo | Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Surface Temperature, Emissivity, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Reflectance, Land Use/Land Cover Classification, Carbon, Cation Exchange Capacity, Organic Matter, Burned Area, Albedo, Anisotropy |
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| Characterization of Near-Nadir Ka-Band Scattering from Wet Surfaces | Fayne, Jessica V., Smith, Laurence C. | Land Surface Temperature, Emissivity, Lakes/Reservoirs, Rivers/Streams, Wetlands, Radar Backscatter, Terrain Elevation, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species | ||
| Cloud patterns in the trades have four interpretable dimensions | Janssens, Martin, VilaGuerau de Arellano, Jordi, Scheffer, Marten, Antonissen, Coco, Siebesma, A. Pier, Glassmeier, Franziska | 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 | ||
| CloudPrecipitation Hybrid Regimes and Their Projection onto IMERG Precipitation Data | Jin, Daeho, Oreopoulos, Lazaros, Lee, Dongmin, Tan, Jackson, Cho, Nayeong | 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Cloudy-sky land surface temperature from VIIRS and MODIS satellite data using a surface energy balance-based method | Jia, Aolin, Ma, Han, Liang, Shunlin, Wang, Dongdong | Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| Changes in surface water drive the movements of Shoebills | Acacio, Marta, Mullers, Ralf H. E., Franco, Aldina M. A., Willems, Frank J., Amar, Arjun | Reflectance | ||
| Changes in the greenness of mountain pine (Pinus mugo Turra) in the subalpine zone related to the winter climate | Lukasova, Veronika, Bucha, Tomas, Marekova, Lubica, Buchholcerova, Anna, Bicarova, Svetlana | Reflectance | ||
| Climate-model-informed deep learning of global soil moisture distribution | Klingmuller, Klaus, Lelieveld, Jos | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Climatological aspects of size-resolved column aerosol optical properties over a rural site in the southern peninsular India | Madhavan, B.L., Krishnaveni, A. Sai, Ratnam, M. Venkat, Ravi Kiran, V. | 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 | ||
| Environment diagnosis for land-use planning based on a tectonic and multidimensional methodology | Rodriguez, Aixa Ines, Ocana, Raul Emmanuel, Flores, Daniel, Martinez, Patricia, Casas, Alberto | 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 | ||
| Environmental correlates of taxonomic and phylogenetic diversity in the | Paz, Andrea, Brown, Jason L., Cordeiro, Carlos L. O., AguirreSantoro, Julian, Assis, Claydson, Amaro, Renata Cecilia, Raposo do Amaral, Fabio, Bochorny, Thuane, Bacci, Lucas F., Caddah, Mayara K., dHorta, Fernando, Kaehler, Miriam, Lyra, Mariana, Grohmann, Carlos Henrique, Reginato, Marcelo, SilvaBrandao, Karina Lucas, Freitas, Andre Victor Lucci, Goldenberg, Renato, Lohmann, Lucia G., Michelangeli, Fabian A., Miyaki, Cristina, Rodrigues, Miguel T., Silva, Thiago S., Carnaval, Ana C. | Reflectance | ||
| Effectiveness of upscaling the vegetation temperature condition index retrieved from Landsat data using an algorithm combining the trend surface analysis and the spatial variation weight method | Bai, X. J., Kang, H. X., Wang, P. X., Liu, Z. | Land Surface Temperature, Emissivity, Reflectance | ||
| Effects of aerosols on lightning activity over the Arabian Peninsula | Dayeh, Maher A., Farahat, Ashraf, Ismail-Aldayeh, Haifa, Abuelgasim, Abdelgadir | 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 | ||
| Effects of air quality and vegetation on algal bloom early warning systems in large lakes in the middlelower Yangtze River basin | Zhang, Chengxiang, Pei, Hongcui, Jia, Yifei, Bi, Yeliang, Lei, Guangchun | Reflectance | ||
| Effects of hydro-meteorological factors on streamflow withdrawal for irrigation in yeongsan river basin | Sung, Jang Hyun, Baek, Donghae, Ryu, Young, Seo, Seung Beom, Seong, Kee-Won | Reflectance | ||
| Effect of melt ponds fraction on sea ice anomalies in the Arctic Ocean | Feng, Jiajun, Zhang, Yuanzhi, Cheng, Qiuming, Wong, Kapo, Li, Yu, Yeu Tsou, Jin | Reflectance | ||
| Effects of meteorological parameters on surface water loss in burdur lake, turkey over 34 years Landsat google earth engine time-series | Abujayyab, Sohaib K. M., Almotairi, Khaled H., Alswaitti, Mohammed, Amr, Salem S. Abu, Alkarkhi, Abbas F. M., Tasoglu, Enes, Hussein, Ahmad MohdAziz | Reflectance, Anisotropy | ||
| Environmental impact of lockdown amid COVID-19 over agricultural sites in Himalayan foothills | Pokhariyal, Shweta, Patel, N. R., Rana, R. S., Chauhan, Prakash | Reflectance, Land Surface Temperature, Emissivity, Photosynthesis, Primary Production, Vegetation Productivity | ||
| Enhanced estimation of root zone soil moisture at 1 km resolution using SMAR model and MODIS-based downscaled AMSR2 soil moisture data | Farokhi, Maedeh, Faridani, Farid, Lasaponara, Rosa, Ansari, Hossein, Faridhosseini, Alireza | Vegetation Water Content, Soil Moisture/Water Content, Skin Temperature, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity |
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| Contribution of biophysical factors to regional variations of evapotranspiration and seasonal cooling effects in paddy rice in south korea | Xue, Wei, Jeong, Seungtaek, Ko, Jonghan, Yeom, Jong-Min | Reflectance, Albedo, Anisotropy | ||
| Contribution of Changes in Snow Cover Extent to Shortwave Radiation Perturbations at the Top of the Atmosphere over the Northern Hemisphere during 20002019 | Chen, Xiaona, Yang, Yaping, Yin, Cong | Albedo, Anisotropy, Reflectance | ||
| Crop Yield Estimation at Gram Panchayat Scale by Integrating Field, Weather and Satellite Data with Crop Simulation Models | Milesi, Cristina, Kukunuri, Mallikarjun | Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthesis, Primary Production, Vegetation Productivity, Reflectance, Albedo, Anisotropy, Shortwave Radiation, Leaf Characteristics, Photosynthetically Active Radiation | ||
| Crop yield prediction from multi-spectral, multi-temporal remotely | Qiao, Mengjia, He, Xiaohui, Cheng, Xijie, Li, Panle, Luo, Haotian, Zhang, Lehan, Tian, Zhihui | Land Use/Land Cover Classification, Reflectance | ||
| Crop-specific phenomapping by fusing Landsat and Sentinel data with MODIS time series | Schreier, Jonas, Ghazaryan, Gohar, Dubovyk, Olena | Reflectance |