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 |
|---|---|---|---|---|
| Estimating broadband snow albedo by an asymptotic radiative transfer model-constrained deep learning models | Shao, Donghang, Jin, Yuwei, Ji, Wenzheng, Li, Hongxing, Feng, Tianwen, Li, Hongyi, Wang, Jian, Hao, Xiaohua | Land Use/Land Cover Classification, Reflectance, Albedo, Snow Cover | ||
| Estimating Scattering Coefficient in a Large and Complex Terrain through | Zhao, Peng, Zhang, Yushi, Zhu, Dong, Li, Qingliang, Wu, Zhensen, Zhang, Jinpeng, Yin, Zhiying, Peng, Huaiyun, Linghu, Longxiong | 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 | ||
| Estimating Seasonal and Interannual Variability in Glaciers of The High Mountains Asia Surrounding the Tarim Basin | Xu, Xiaoqian, Wang, Wen | Reflectance, Terrain Elevation | ||
| Impacts of a double-moment bulk cloud microphysics scheme (NDW6-G23) on aerosol fields in NICAM. 19 with a global 14 km grid resolution | Goto, Daisuke, Seiki, Tatsuya, Suzuki, Kentaroh, Yashiro, Hisashi, Takemura, Toshihiko | 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 | ||
| Intercomparison of aerosol optical depths from four reanalyses and their multi-reanalysis consensus | Xian, Peng, Reid, Jeffrey S., Ades, Melanie, Benedetti, Angela, Colarco, Peter R., da Silva, Arlindo, Eck, Tom F., Flemming, Johannes, Hyer, Edward J., Kipling, Zak, Remy, Samuel, Sekiyama, Tsuyoshi Thomas, Tanaka, Taichu, Yumimoto, Keiya, Zhang, Jianglong | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 10), PARTICULATE MATTER (PM 1.0), Aerosol Backscatter, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance | ||
| Deciphering anthropogenic and biogenic contributions to selected non-methane volatile organic compound emissions in an urban area | Peron, Arianna, Graus, Martin, Striednig, Marcus, Lamprecht, Christian, Wohlfahrt, Georg, Karl, Thomas | Reflectance | ||
| Current potential of CH emission estimates using TROPOMI in the Middle East | Liu, Mengyao, van der A, Ronald, van Weele, Michiel, Bryan, Lotte, Eskes, Henk, Veefkind, Pepijn, Liu, Yongxue, Lin, Xiaojuan, de Laat, Jos, Ding, Jieying | 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 | ||
| Daily DeepCropNet: A hierarchical deep learning approach with daily time | Xiong, Xingguo, Zhong, Renhai, Tian, Qiyu, Huang, Jingfeng, Zhu, Linchao, Yang, Yi, Lin, Tao | Reflectance, Anisotropy | ||
| Estimation of grassland aboveground biomass in northern China based on topography-climate-remote sensing data | Yao, Yuwei, Ren, Hongrui | Reflectance | ||
| Estimation of Vegetation Parameters of the VIC Model Using Remotely Sensed Data | Gomez, Edna Lucia Espinosa, Rodriguez, Leticia, Zimmermann, Erik | Albedo, Anisotropy, Reflectance, 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, Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
|
|
| Estimation of Water Surface Reflectance and Total Suspended Solid Using MODIS Images for a Reservoir in the Brazilian Semiarid Region. | Department of Civil and Environmental Engineering, Federal University of Paraiba, 58051-900 Joao Pessoa, Brazil, Rocha, V. N. L., Santos, C. A. G., Silva, R. M. | Reflectance | ||
| Evaluation and comparison of MODIS and MISR aerosol products with ground-based monitoring stations in the Amazon Basin | Schumacher, Vanucia, Setzer, Alberto, Martins, Vitor, Victorino, Paulo | 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 | ||
| Evaluating the spatial representativeness of ground-based observations for satellite total ozone products | Lyu, Chunguang, Zhang, Wenmin, Zhang, Chi, Shi, Yunfei, Zhang, Yue, Wang, Yuping | VIEWING GEOMETRY, Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Atmospheric Ozone |
|
|
| Estimation of Soil Moisture Thresholds for Aggravation of Global | Yan, Heng, Xie, Zhenghui, Jia, Binghao, Qin, Peihua, Zhang, Xia, Dai, Qiudan, Xie, Jinbo, Wang, Longhuan, Li, Ruichao, Tian, Yuhang, You, Yanbin | Reflectance, Enhanced Vegetation Index (EVI) | ||
| Evaluating hydrological responses of satellite precipitation products | Kalura, Praveen, Pandey, Ashish, Chowdary, V. M., Dayal, Deen | Reflectance, Albedo, Anisotropy, Land Use/Land Cover Classification | ||
| Evaluating key climatic and ecophysiological parameters of worldwide tree mortality with a process-based BGC model and machine learning algorithms | Cho, Nanghyun, Agossou, Casimir, Kim, Eunsook, Lim, Jong-Hwan, Hwang, Taehee, Kang, Sinkyu | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Impacts of extreme drought on rice planting calendar in Vietnamese Mekong Delta | Diem, Phan Kieu, Diem, Nguyen Kieu, Nguyen, Can Trong, Minh, Vo Quang | Reflectance, Anisotropy | ||
| Impacts of forest cover change on local temperature in Yangtze River Delta and Pearl River Delta urban agglomerations of China | Liu, Qing, Shen, Wenjuan, Wang, Tongyu, He, Jiaying, Cao, Pingting, Sun, Tianyi, Zhang, Ying, Ye, Wenjing, Huang, Chengquan | Albedo, Anisotropy, Evapotranspiration, Latent Heat Flux, Land Surface Temperature, Emissivity, Reflectance |
|
|
| Impacts of Northward Typhoons on Autumn Haze Pollution Over North China | Lin, Haoxian, Ding, Ke, Huang, Xin, Lou, Sijia, Xue, Lian, Wang, Zilin, Ma, Yue, Ding, Aijun | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, 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, Altitude, Geopotential Height, Ozone Profiles, Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Pressure Thickness, Sea Salt, Black Carbon, Air Mass/Density, Surface Temperature, Skin Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds, Aerosol Optical Depth/Thickness, Aerosol Backscatter, Aerosol Extinction, Angstrom Exponent, Aerosol Radiance, Cloud Condensation Nuclei, Nitrate Particles, Trace Gases/Trace Species, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Atmospheric Stability, Humidity, Water Vapor Profiles, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |
|
|
| Impacts of Spatial and Temporal Resolution on Remotely Sensed Corn and | Gao, Feng, Anderson, Martha, Houborg, Rasmus | Land Use/Land Cover Classification, Reflectance, Enhanced Vegetation Index (EVI), Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Evaluation of flood exposure in anthropic environments applied to different areas in the region of Bucaramanga, Colombia | Valencia Ortiz, Joaquin Andres, Martinez-Grana, Antonio Miguel | 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 | ||
| Heterogeneity in vegetation recovery rates post-flash droughts across | Lu, Mengge, Sun, Huaiwei, Cheng, Lei, Li, Siyue, Qin, Hui, Yi, Shanzhen, Zhang, Hong, Zhang, Wenxin | 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 | ||
| Hidden Large Aerosol-Driven Cloud Cover Effect Over High-Latitude Ocean | Wang, Xin, Mao, Feiyue, Zhu, Yannian, Rosenfeld, Daniel, Pan, Zengxin, Zang, Lin, Lu, Xin, Liu, Fan, Gong, Wei | Infrared Radiance, REFLECTED INFRARED, Visible Radiance, 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 | ||
| Investigation of observed dust trends over the Middle East region in NASA Goddard Earth Observing System (GEOS) model simulations | Rocha-Lima, Adriana, Colarco, Peter R., Darmenov, Anton S., Nowottnick, Edward P., da Silva, Arlindo M., Oman, Luke D. | Aerosols, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Carbonaceous Aerosols, Dust/Ash/Smoke, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Particulate Matter, Dimethyl Sulfide, Black Carbon, Sea Salt, PARTICULATE MATTER (PM 2.5), PARTICULATE MATTER (PM 1.0), PARTICULATE MATTER (PM 10), Aerosols, Aerosol Particle Properties, Aerosol Extinction, Turbidity, Particulates, 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, Aerosol Backscatter, Aerosol Radiance, Nitrate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance |
|
|
| Inventory of shallow landslides triggered by extreme precipitation in July 2023 in Beijing, China | Ma, Hao, Wang, Fawu | 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 |