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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| Area of land degradation in arid regions from 2000 to 2023 | KIMURA, Reiji, MORIYAMA, Masao | Land Use/Land Cover Classification, Reflectance, Emissivity, Land Surface Temperature | ||
| Anatomy of a foreseeable disaster: Lessons from the 2023 dam-breaching flood in Derna, Libya | Armon, Moshe, Shmilovitz, Yuval, Dente, Elad | 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 | ||
| Analysis of the infrastructure works on accessibility using graph theory: case study la Linea tunnel | Lopez-Patino, David Fernando, Londono-Linares, Juan Pablo | 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 | ||
| Application of DInSAR technique for landslide detection at the entrance | Carballo, Federico D., Kaufman, Johanna F., Wilson, Carlos G.J., Pardo Duro, M. Laura, Wright, Eugenia M. | 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 | ||
| Assessing spatiotemporal consistency of vegetation productivity indicators (SIF, GPP, NPP) in northwest China: climate and vegetation perspectives | He, Yi, Cao, Shengpeng, Zhu, Qing, Ding, Yujie, Guo, Yan | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Assessing the impact of landcover change on soil organic carbon stocks | NunezHidalgo, Ignacio, Pfeiffer, Marco, Lira, Erick, Alaniz, Alberto J., Gaxiola, Aurora | Reflectance, Anisotropy, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Total Surface Water |
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| Assessing drought trends and vegetation health in arid regions using advanced remote sensing techniques: a case study in Saudi Arabia | Alqadhi, Saeed, Mallick, Javed, Hang, Hoang Thi | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Reflectance | ||
| Assessing economic impacts of future GLOFs in Nepal's Everest region under different SSP scenarios using three-dimensional simulations | Furian, Wilhelm, Sauter, Tobias | Sea Level Rise, 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 | ||
| Assessing environmental and anthropogenic drivers for the occurrence and extent of fires in high Andean Grasslands | Gutierrez-Flores, Ivon, Mercado, Angela, Zubieta, Ricardo, Beltran, Pablo, Oyague, Eduardo | Reflectance | ||
| Assessing midsummer snow-free land surface albedo variability across multiple Arctic sites using the Harmonized Landsat and Sentinel-2 product | Gottuk, Jannika, Stuenzi, Simone M., Runge, Alexandra, Boike, Julia | Reflectance, Albedo, Anisotropy |
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| Assessing vegetation phenology dynamics in West African rangelands: Implications for livestock sustainability and transhumance | Estefania-Salazar, Enrique, Iglesias, Eva | Reflectance | ||
| Airborne imaging spectroscopy surveys of Arctic and boreal Alaska and northwestern Canada 20172023 | Miller, Charles E., Green, Robert O., Thompson, David R., Thorpe, Andrew J., Eastwood, Michael L., McCubbin, Ian B., Oslon-Duvall, Winston, Bernas, Michael A., Sarture, Charles M., Rios, Luis M., Hernandez, M. A., Bue, Brian D., Lundeen, Sarah R., Pavlick, Ryan, Chapman, John W., Brodrick, Philip G., Eckert, Regina F., Willow Coleman, R., Baskaran, Latha, Elder, Clayton D., Townsend, Philip A., Kovach, Kyle R., Serbin, Shawn P., Huemmrich, Karl F., Nelson, Peter R., Bhatt, Uma, Macander, Matthew J., Singh, Debjani, Thornton, Michele, Yang, Daryl, Myers-Smith, Isla, Goetz, Scott J., Hoy, Elizabeth E., Larson, Elizabeth, Hodkinson, Dan, Margolis, Hank A., Falkowski, Michael, Applejohn, Andrew, Griffith, Peter C. | Visible Radiance, Infrared Radiance, Infrared Imagery, VISIBLE IMAGERY, Reflectance | ||
| Algorithm Theoretical Basis for Version 3 TEMPO | Wang, Huiqun, Nowlan, Caroline R., Gonzalez Abad, Gonzalo, Chong, Heesung, Hou, Weizhen, Houck, John C., Liu, Xiong, Chance, Kelly, Yang, EunSu, Vasilkov, Alexander, Joiner, Joanna, Qin, Wenhan, Fasnacht, Zachary, Knowland, K. Emma, Chan Miller, Chris, Spurr, Robert J. D., Flittner, David E., Carr, James L., Suleiman, Raid M., Davis, John E., Fitzmaurice, Jean A. | Albedo, Anisotropy, Reflectance | ||
| AllSky Assimilation of FY4B AGRI Reflectance in the CMAMESO Model With ARMS as a Forward Operator | Xie, Yuchen, Weng, Fuzhong, Ye, Chengzhi, Liu, Ruixia, Han, Xiuzhen | Albedo, Anisotropy, Reflectance | ||
| An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images | Chouikhi, Farah, Abbes, Ali Ben, Farah, Imed Riadh | Reflectance | ||
| An enhanced phenology dataset for global drylands from 2001 to 2019 | Dong, Yuqi, Zhou, Yu, Zhang, Li, Tian, Feng, Xie, Qiaoyun, Chen, Yiyang, Ruan, Linlin, Zhang, Bo | Land Use/Land Cover Classification, Reflectance, Anisotropy, Plant Phenology, Enhanced Vegetation Index (EVI), Vegetation Index, Plant Phenological Changes, Plant Characteristics, Vegetation Cover |
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| An improved spatially downscaled solar-induced chlorophyll fluorescence dataset from the TROPOMI product | Chen, Siyuan, Liu, Liangyun, Sui, Lichun, Liu, Xinjie, Ma, Yan | Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | ||
| An indicator framework for assessing forest ecosystem productivity | Lyu, Yingshuo, Zheng, Xi, Wang, Han, Liu, Teng, Chao, Chutong, Ou, Xiaoyang | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Amplified dust cycle in Central Asia linked to desert expansion and environmental transformations since 1980 | Kang, Jian, Zan, Jinbo, Fang, Xiaomin, Zhang, Weilin, Azamdzhon, Murodov | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, 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, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, 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, Aerosols, Sulfur Dioxide, Sulfur Oxides, Sulfate, Sulfur Oxides, Emissions, UV Aerosol Index, Gas/Aerosol Composition, Deposition, Atmospheric Ozone, Reflectance, Ultraviolet Radiation |
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| An Automatic Google Earth Engine Tool for Generating Lake Water Area | Elmi, Omid, Ahrari, Amirhossein | Reflectance | ||
| An Empirical Parameterization to Separate Coarse and Fine Mode Aerosol Optical Depth Over Land | Li, Xiaohan, Ginoux, Paul | 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 | ||
| An Assessment of Aerosol Optical Depth (AOD) for Air Quality Monitoring in India and Adjoining Regions During Post-Monsoon Season Using EOS-6 OCM | Mishra, Manoj K., Shameela, S. F., Kumar, Raj | 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, Fire Dynamics, Surface Radiative Properties, Land Surface Temperature | ||
| An Autoencoder Architecture for L-Band Passive Microwave Retrieval of | Kumawat, Divya, Ebtehaj, Ardeshir, Xu, Xiaolan, Colliander, Andreas, Kumar, Vipin | Reflectance, Total Surface Water, Transition Direction, Brightness Temperature, Freeze/Thaw, Surface Soil Moisture | ||
| A global land daily 10-km-resolution surface ozone dataset from 20132022 | Wang, Rui, Shen, Huanfeng, Zeng, Chao, Chen, Jiajia, Wang, Yuan, Li, Yuyu | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Vertical Profiles, Upper Air Temperature, Air Temperature, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Nitrogen Dioxide, Reflectance, Atmospheric Carbon Monoxide, Tropospheric Ozone, Carbon Monoxide, Air Mass/Density |
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| A Learned Reduced-Rank Sharpening Method for Multiresolution Satellite | Armannsson, Sveinn E., Ulfarsson, Magnus O., Sigurdsson, Jakob | Reflectance |