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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| Winter precipitation measurements in New England: results from the | Filipiak, Brian C., Wolff, David B., Spaulding, Aaron, Tokay, Ali, Helms, Charles N., Loftus, Adrian M., Chibisov, Alexey V., Schirtzinger, Carl, Boulanger, Mick J., Pabla, Charanjit S., Bliven, Larry, Kim, EunYeol, Junyent, Francesc, Chandrasekar, V., Thant, Hein, Notaros, Branislav M., Britto Hupsel de Azevedo, Gustavo, Cerrai, Diego | Snow Pellets, Snow Grains, Droplet Size, Hydrometeors, Particle Size Distribution, Aerosols, Aerosol Backscatter, Atmospheric River, Precipitation Rate, Precipitation Amount, Rain, SPECTRUM WIDTH, Liquid Surface Precipitation Rate, RADIAL VELOCITY, Reflectance, Liquid Water Equivalent, Doppler Velocity, Melting Layer Height, Cloud Reflectance, MEAN RADIAL VELOCITY, Wind Direction, Wind Speed, Atmospheric Water Vapor, Precipitation, RADAR IMAGERY |
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| Seasonal variation of total column formaldehyde, nitrogen dioxide, and ozone over various Pandora spectrometer sites with a comparison of OMI and diurnally varying ... | Herman, Jay, Mao, Jianping | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Spatio-Temporal Comparative Study of Aerosol Optical Depth, Aerosol Index, and Planetary Boundary Layer Height During and After COVID-19 Lockdown Over ... | Saini, Divyanshu, Lataye, Dilip H. | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Heat Flux, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, U/V Wind Components, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction |
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| Spatio-temporal variation of absorbing aerosol over South Africa using satellite measurements | Onyeuwaoma, Nnaemeka D., Sivakumar, Venkataraman | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Aerosol Extinction, Aerosol Optical Depth/Thickness |
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| Statistical Analysis of Stratospheric Ozone Trends over the San Francisco Bay Area. | Ertaul, Lara | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| An updated aerosol simulation in the Community Earth System Model (v2. 1.3): dust and marine aerosol emissions and secondary organic aerosol formation | Wang, Yujuan, Zhang, Peng, Li, Jie, Liu, Yaman, Zhang, Yanxu, Li, Jiawei, Han, Zhiwei | 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), Geopotential Height, Altitude, Surface Temperature, Skin Temperature, Upper Air Temperature, Dew Point Temperature, Air Temperature, Cloud Top Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone, Aerosol Backscatter, 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 Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms |
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| Analysis of Remote Sensing Evapotranspiration Models in the Caatinga: Understanding Temporal and Spatial Variations | Pedro da Silva Neto, Epitacio, Alencar Bezerra, Ulisses, Holanda Oliveira, Sabrina, Cunha, John | Reflectance, Anisotropy | ||
| Analysis of desert locust (Schistocerca gregaria) suitability in Yemen: an integrated evaluation based on MaxEnt and spacetime cube approaches | Huang, Linsheng, Kong, Fanchu, Lu, Qibao, Huang, Wenjiang, Dong, Yingying, Zhao, Jinling, Shang, Juncheng, Zhang, Hansu | Land Use/Land Cover Classification, Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Analysis of environmental variables and deforestation in the amazon using logistical regression models | da Silva, Helder J. F., Goncalves, Weber A., Bezerra, Bergson G., Santos e Silva, Claudio M., de Oliveira, Cristiano P., Junior, Jorio B. Cabral, Rodrigues, Daniele T., Silva, Fabricio D. S. | Land Surface Temperature, Emissivity, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Vegetation Productivity, Albedo, Anisotropy, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) |
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| Analysis of the cloud fraction adjustment to aerosols and its dependence on meteorological controls using explainable machine learning | Jia, Yichen, Andersen, Hendrik, Cermak, Jan | 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 | ||
| An Integrated Grassland Fire-Danger-Assessment System for a Mountainous National Park Using Geospatial Modelling Techniques | Mofokeng, Olga D., Adelabu, Samuel A., Jackson, Colbert M. | Reflectance | ||
| Automatic mapping of 500 m daily open water body fraction in the | Wang, Xia, Atkinson, Peter M., Zhang, Yihang, Li, Xiaodong, Zhang, Kerong | Reflectance | ||
| Associations of residential green space with internalizing and externalizing behavior in early childhood | Hazlehurst, Marnie F., Hajat, Anjum, Tandon, Pooja S., Szpiro, Adam A., Kaufman, Joel D., Tylavsky, Frances A., Hare, Marion E., Sathyanarayana, Sheela, Loftus, Christine T., LeWinn, Kaja Z., Bush, Nicole R., Karr, Catherine J. | Land Use/Land Cover, Normalized Difference Vegetation Index (NDVI), Reflectance | ||
| Beas Basin Snow Area Health Monitoring Utilizing Remote Sensing with Elevation Zones and Aspect | Roy, K., Kant, C., Meena, R.S. | Reflectance, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Atmospheric Dust Forced Changes in the Precipitation Distribution Over Indian Homogeneous Regions | Saxena, Harshita, Pandey, Vivek Kumar, Das, Sushant | 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, 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 | ||
| Agroecology-based analysis of meteorological and agricultural drought using time series remote sensing data in the upper Gelana watershed, Ethiopia | Tadesse, Sileshi, Mekuriaw, Asnake | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Reflectance, Land Surface Temperature, Emissivity | ||
| Agricultural drought monitoring and early warning at the regional scale using a remote sensing-based combined index | Satapathy, Trupti, Dietrich, Jorg, Ramadas, Meenu | 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, Reflectance, 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, Specific Humidity, Wind Speed, Snow Cover, Snow Depth |
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| Aerosol-induced closure of marine cloud cells: enhanced effects in the presence of precipitation | Christensen, Matthew W., Wu, Peng, Varble, Adam C., Xiao, Heng, 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 | ||
| Articulating environmental sustainability dynamics with space-time cube | Wang, Dezhi, Cao, Zhenxiu, Wu, Minghui, Wan, Bo, Wu, Sifeng, Zhang, Quanfa | Reflectance, Land Surface Temperature, Emissivity | ||
| Assessing biases in atmospheric parameters for radiative effects estimation in tropical regions | Santhosh, V.N., Madhavan, B.L., Ratnam, M. Venkat, Naik, Dinesh N., Sellitto, Pasquale | Reflectance, Albedo, Anisotropy | ||
| Arctic amplificationinduced decline in West and South Asia dust warrants stronger antidesertification toward carbon neutrality | Wang, Fan, Xu, Yangyang, Patel, Piyushkumar N., Gautam, Ritesh, Gao, Meng, Liu, Cheng, Ding, Yihui, Chen, Haishan, Yang, Yuanjian, Zhou, Yuyu, Carmichael, Gregory R., McElroy, Michael B. | Aerosol Backscatter, Aerosol Extinction, Aerosol Optical Depth/Thickness, Angstrom Exponent, Aerosol Particle Properties, Aerosol Radiance, Carbonaceous Aerosols, Dust/Ash/Smoke, Nitrate Particles, Organic Particles, Particulate Matter, Sulfate Particles, Optical Depth/Thickness, Radiative Flux, Reflectance | ||
| Analyzing the posterior predictive capability and usability of landslide susceptibility maps: a case of Kerala, India | Pareek, Tanuj, Bhuyan, Kushanav, van Westen, Cees, Rajaneesh, A., Sajinkumar, K. S., Lombardo, Luigi | 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 | ||
| Annual and Seasonal Patterns of Burned Area Products in Arctic-Boreal North America and Russia for 20012020 | Clelland, Andrew A., Marshall, Gareth J., Baxter, Robert, Potter, Stefano, Talucci, Anna C., Rady, Joshua M., Genet, Helene, Rogers, Brendan M., Natali, Susan M. | Reflectance, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires, Burned Area, Emissions, Forests, Carbon, Land Use/Land Cover Classification, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Reforestation, Carbonaceous Aerosols, Nitrogen Oxides, Particulates, Hydrogen Cyanide, Non-methane Hydrocarbons/Volatile Organic Compounds, Particulate Matter, Nitrogen Oxides, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Fire Dynamics, Normalized Difference Vegetation Index (NDVI), Albedo |
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| Annual vegetation maps in Qinghai-Tibet Plateau (QTP) from 2000 to 2022 based on MODIS series satellite imagery | Zhou, Guangsheng, Ren, Hongrui, Zhang, Lei, Lv, Xiaomin, Zhou, Mengzi | Land Use/Land Cover Classification, Reflectance | ||
| Applicability of physics-based and machine-learning-based algorithms of a geostationary satellite in retrieving the diurnal cycle of cloud base height | Wang, Mengyuan, Min, Min, Li, Jun, Lin, Han, Liang, Yongen, Chen, Binlong, Yao, Zhigang, Xu, Na, Zhang, Miao | 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 |