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 |
|---|---|---|---|---|
| Machine learning-based winter wheat yield prediction using multisource | Khosravani Shariati, Seyed Arash, Abbasi, Ali | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Reflectance, Anisotropy, Emissivity, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
|
|
| Machine LearningBased Estimation of ClearSky Direct Aerosol Radiative Forcing Using Multisensor Satellite Observations | Zhang, Lu, Li, Jing, Dong, Yueming, Ying, Tong, Zhang, Zhenyu, Liu, Guanyu, Zhang, Chongzhao | Aerosol Extinction, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness, 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, Albedo, Anisotropy, 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, Cloud Condensation Nuclei |
|
|
| Machine-Learning-Based Monitoring of Night Sky Brightness Using Sky | Zheng, Siyue, Chen, Yanrong, Eziz, Anwar, Kurban, Alishir, Van de Voorde, Tim, De Maeyer, Philippe | Reflectance | ||
| Magnitude, drivers, and patterns of gross primary productivity of rice | Mahbub, Riasad Bin, Reba, Michele L., Runkle, Benjamin R.K. | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Reflectance | ||
| Malaria risk assessment in Indonesia: a machine and deep learning | Sakti, Anjar Dimara, Mahdani, Jasmine Nur, Muhammad, Hubbi Nashrullah, Sihotang, Elstri, Santoso, Cokro, Khairunnisah, Fauziyyah, Afina Nur, Rinawan, Fedri Ruluwedrata, Supardi, Khairunnisa, Caraka, Rezzy Eko, Wikantika, Ketut | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Evapotranspiration, Latent Heat Flux | ||
| Mapping Boro Rice Cultivation in Bangladesh Using Multi-Temporal MODIS Data and Phenological Approach | Rahman, Md. Mizanur, Tripathi, Nitin Kumar, Mozumder, Chitrini, Kongwarakom, Siwat, Virdis, Salvatore Gonario Pasquale | Reflectance | ||
| Mapping permafrost thaw stages in interior Alaska | Zhang, Caiyun, Douglas, Thomas A., Brodylo, David, Jorgenson, M. Torre, Bosche, Lauren V. | Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species | ||
| Mapping Reservoir Water Surface Area in the Contiguous United States | Yadav, Anshul, Zhang, Shuai, Zhao, Bingjie, Allen, George H., Pearson, Christopher, Huntington, Justin, Holman, Kathleen, McQuillan, Katie, Gao, Huilin | Reflectance | ||
| Long time-series and high-frequency ecological evaluation of Henan section of the Yellow River | Guo, Jianzhong, Xu, Daozhu, Xu, Jian, Zhu, Ruoxin, Li, Ning | Reflectance | ||
| Long-term changes in the thermodynamic structure of the lowermost stratosphere inferred from reanalysis data | Weyland, Franziska, Hoor, Peter, Kunkel, Daniel, Birner, Thomas, Ploger, Felix, Turhal, Katharina | 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, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES, Fire Ecology, Biomass Burning, Wildfires, Burned Area, 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 |
|
|
| Mass loss of Greenland and Antarctic peripheral glaciers from ICESat and ICESat2 | Hassan, Javed, van den Broeke, Michiel R., Veldhuijsen, Sanne B. M., Colgan, William, Berg, Danjal Longfors, Lippert, Eigil Yuichi Hyldgaard, Khan, Shfaqat A. | Glacier Elevation/Ice Sheet Elevation, Glacier Topography/Ice Sheet Topography, Ice Roughness, Ice Sheets, Reflectance, Sea Surface Height, Sea Surface Slope, Surface Roughness, Terrain Elevation | ||
| Mature forest habitat mitigates the decline of an endangered greater | Cally, Justin G., Macak, Phoebe V., Chick, Matt P., Blake, Brad, Wagner, Benjamin, Ramsey, David S.L. | Reflectance, Anisotropy | ||
| Mapping the mismatch between building and population growth: A global study of 1,700 cities | Lou, Siwei, Huang, Yu, Zou, Yukai, Xia, Dawei | Reflectance, Sustainability, Urbanization/Urban Sprawl | ||
| Improved consistency in solar-induced fluorescence retrievals from GOME-2A with the SIFTER v3 algorithm | Anema, Juliette C. S., Boersma, K. Folkert, Tilstra, Lieuwe G., Tuinder, Olaf N. E., Verstraeten, Willem W. | Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll | ||
| Inter-comparison of medium-resolution satellite albedo retrieval techniques over snow and ice | Fuchs, Pablo, Purdie, Heather, Anderson, Brian, MacDonell, Shelley, Dadic, Ruzica, Katurji, Marwan | Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps, Reflectance, Albedo, Anisotropy | ||
| Inspecting gaseous pollutants and their dynamics in Kathmandu using satellite derived data | Magar, Keshab | Reflectance, Land Surface Temperature, Emissivity | ||
| Local drivers of Rift Valley fever outbreaks in Mauritania: A one health approach combining ecological, vector, host and livestock movement data | Barry, Yahya, Metz, Markus, Krisztian, Lina, Haas, Julia, Brunn, Victoria-Leandra, Beyit, Abdellahi Diambar, El Bara, Ahmed, El Mamy Beyat, Ahmed Bezeid, Habiboulah, Habiboulah, Neteler, Markus, Cetre-Sossah, Catherine, Arsevska, Elena | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Lightning declines over shipping lanes following regulation of fuel sulfur emissions | Wright, Chris J., Thornton, Joel A., Jaegle, Lyatt, Cao, Yang, Zhu, Yannian, Liu, Jihu, Jones II, Randall, Holzworth, Robert, Rosenfeld, Daniel, Wood, Robert, Blossey, Peter, Kim, Daehyun | 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), 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Geopotential Height, Altitude, Surface Temperature, Upper Air Temperature, Dew Point Temperature, Air 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, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature |
|
|
| Long-term spatial and temporal patterns of lake surface water extent in | Phoesri, Tatsaneewan, Shrestha, Sangam, Padedda, Bachisio Mario, Tripathi, Nitin Kumar, Das, Pratyush Kumar, Kongwarakom, Siwat, Virdis, Salvatore Gonario Pasquale | Reflectance, Total Surface Water | ||
| Low Cloud-SST Variability over the Summertime Subtropical Northeast | Miyamoto, Ayumu, Xie, Shang-Ping | 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 | ||
| Keeping it cool: a multi-case study of temperature, vegetation, and solar radiation in Ecuadorian schools | Canizares, Matea, Romero-Alvarez, Daniel | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity, Reflectance, Albedo, Anisotropy, Shortwave Radiation | ||
| Long-term trends and chemometric analysis of atmospheric air quality matrices in Nigeria (20032023) using NASA GIOVANNI satellite data | Omokpariola, Daniel Omeodisemi, Nduka, John Kanayochukwu, Anagboso, Martin Osita, Omokpariola, Patrick Leonard | Absorption, Radiative Forcing, Atmospheric Carbon Dioxide, Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Sulfur Dioxide, Carbon And Hydrocarbon Compounds, Nitrogen Dioxide, Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Aerosol Extinction, Aerosol Optical Depth/Thickness, Aerosol Optical Depth/Thickness |
|
|
| Learning county from pixels: corn yield prediction with | Wang, Xiaoyu, Ma, Yuchi, Xu, Yijia, Huang, Qunying, Yang, Zhengwei, Zhang, Zhou | Reflectance, Anisotropy | ||
| Mapping global leaf inclination angle (LIA) based on field measurement data | Li, Sijia, Fang, Hongliang | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Characteristics, Photosynthetically Active Radiation, Reflectance, Anisotropy | ||
| Mapping grain crop sowing date in smallholder systems using optical imagery | Prudente, Victor Hugo Rohden, Garcia-Medina, Mariana, Krishna, Vijesh, Euler, Michael, Bhattarai, Nishan, Lerner, Amy M., McDonald, Andrew James, Sherpa, Sonam, Rajan, Harshit, Urfels, Anton, Carneiro de Santana, Cleverton Tiago, Jain, Meha | Reflectance |