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 |
|---|---|---|---|---|
| Multi-scale concurrent modeling of air pollutants and greenhouse gases | Yang, Yiyue, Zhang, Yang | 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 | ||
| Multi-scale snow depth mapping in Interior Alaska using remote sensing | Brodylo, David, Douglas, Thomas A., Vas, Dragos A., Zhang, Caiyun | Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species, Snow Depth | ||
| Phenology-Aligned multi-task temporal fusion framework for satellite-based triple-seasonal rice yield estimation in Southeast Asia | Lin, Zhixian, Guan, Kaiyu, Wang, Sheng, Zhou, Qu, You, Liangzhi, Chen, Xuan, Luo, Xiangzhong, Zhao, Kejie | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Phenophase-specific climate impacts and legacy effects govern autumn | Li, Yizhuo, Zhang, Yuan, Wang, Anzhi | Land Use/Land Cover Classification, Reflectance, Enhanced Vegetation Index (EVI) | ||
| Quantifying angular sensitivity and synergistic effects of SIF and vegetation indices for robust winter wheat yield estimation | Tian, Huiren, Gao, Yongyuan, Zhang, Yuxin, Li, Hongwei, Verrelst, Jochem, Zeng, Yelu | Albedo, Anisotropy, Reflectance | ||
| On the retrieval of cloud optical thickness from spectral radiances - An intercomparison of ground-based measurements in the Arctic | Cali Quaglia, Filippo, Muscari, Giovanni, Meloni, Daniela, Di Iorio, Tatiana, Pace, Giandomenico, Di Bernardino, Annalisa, Schmidt, Sebastian K., di Sarra, Alcide | 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 | ||
| Ocean Chlorophyll-a Concentration and the Extension of the Migration of Franklin's Gulls (Leucophaeus pipixcan) in Southern South America | Acuna-Ruz, Maria P., Quintero-Galvis, Julian F., Vukasovic, Angelica M., Hodge, Jonathan, Estades, Cristian F. | Ocean Color, Reflectance, Aerosol Optical Depth/Thickness, Angstrom Exponent, Chlorophyll Concentration, Attenuation/Transmission, Organic Carbon, Inorganic Carbon, Fluorescence, Photosynthetically Active Radiation, Ocean Color, Reflectance, Aerosol Optical Depth/Thickness, Angstrom Exponent, Chlorophyll Concentration, Attenuation/Transmission, Organic Carbon, Inorganic Carbon, Fluorescence, Photosynthetically Active Radiation | ||
| Observed declining strength of vegetation-atmosphere coupling | Li, Shijie, Wang, Guojie, Sun, Shanlei, Chen, Zefeng, Mura, Matteo, Lu, Jiao, Liu, Qi, Li, Ji, Hagan, Daniel Fiifi Tawia, Garcia-Garcia, Almudena, Peng, Jian | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Land Use Classes, Albedo | ||
| Preliminary evaluation of remote sensing evapotranspiration models for field-scale agricultural water management in arid central Iran | Sima, Somayeh, Dehkordi, Iman Raissi, Taghikhani, Mohammadhosein, Karimi, Neamat | Reflectance | ||
| Prioritizing stream network connectivity for species conservation and | Karanasios, Panagiotis I., Schmeller, Dirk S., Lin, Yu-Pin | Reflectance | ||
| Probabilistic Seismic Hazard Analysis based on Microtremor Data: A Site Effect Study for Earthquake Disaster Mitigation at Malang Regency, Indonesia | Ilham, Susilo, Adi, Juwono, Alamsyah M., Sukanta, I.Nyoman, Amaninida, Haura Dhiya, Ginting, Rika Adelina, Zarkoni, Ahmad, Bery, Andy Anderson, Hasan, Muhammad Fathur Rouf | 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 | ||
| QeRSIF: a quality-enhanced red solar-induced chlorophyll fluorescence dataset for TROPOMI satellite | Du, Yulu, Du, Shanshan, Zhao, Dianrun, Liu, Xinjie, Liu, Liangyun | Albedo, Anisotropy, Reflectance | ||
| Predicting Postfire Forest Mortality Using Remote Sensing Data and Machine Learning | Shvetsov, E. G. | Reflectance | ||
| Monitoring Agricultural Stress Using Multi-Sensor Satellite Data and Machine Learning Techniques | Vatkar, Shilpa, Kulkarni, Sujata | Reflectance | ||
| Performance of a dust forecast system during the 2022 FIFA World Cup in Doha, Qatar | Jat, Rajmal, Ghude, Sachin D., Kanikicharla, Krishna Kumar, Yadav, Prafull P., Govardhan, Gaurav, Roy, Chaitri, Kumar, Rajesh, Al Ansari, Abdulrahman Saleh, Haji, Fahad Faisal, Bal, Prasanta Kumar, Semeena, Valiyaveetil Shamsudheen | 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 | ||
| PIXAL: a physics-inspired explainable machine learning architecture for Greenland ice albedo modeling | Antwerpen, Raf, Tedesco, Marco, Gentine, Pierre, van de Berg, Willem Jan, Fettweis, Xavier | Reflectance, Albedo, Snow Cover | ||
| Linking problems with solutions: Biomass waste is where most needed to | Requena-Mullor, Juan M., Ibanez, Ines | Land Surface Temperature, Emissivity, Reflectance, Sea Surface Temperature | ||
| Long-term coupling coordination analysis between urbanization and the ecological environment in global cities: insights from remote sensing | Yuan, Yuan, Chen, Zuoqi, Wang, Congxiao, Pan, Zhan, Gong, Wenkang, Pan, Mingna, Yu, Bailang | Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Land Surface Temperature, Emissivity | ||
| Long-term variability and drivers of aerosol loading across India's | J.S., Cyril Samuel, Gautam, Sneha, Kumar, Roshini Praveen | 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 | ||
| National-scale acoustic monitoring of avian biodiversity and migration | Bick, I. Avery, Bakkestuen, Vegar, Cretois, Benjamin, Hillier, Ben V., Kalas, John A., ien, Ingar J., Pedersen, Marius, Raja, Kiran, Rosten, Carolyn M., Somveille, Marius, Stokke, Bard G., Wiel, Julia, Sethi, Sarab S. | Reflectance, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| The Impact of Lakes in North American Regional Climate Simulations | Mahdinia, Mani, Erler, Andre R., Ng, Ka Hei, Huo, Yiling, Peltier, W. Richard | Reflectance, Total Surface Water | ||
| Initial assessment of the detectability of cyanotoxin occurrence using PACE satellite observations | Karunakaran, Denesh, Ebtehaj, Ardeshir, Clark Burnette, Lucas, Hondzo, Miki, Olmanson, Leif | Reflectance, Surface Radiative Properties | ||
| Investigating LST evolution and heatwave patterns using machine learning in the Beijing-Tianjin-Hebei Urban agglomeration | Liu, Chen, Zhang, Maomao | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Land Use/Land Cover Classification, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Land Surface Temperature, Emissivity |
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| Estimates of Transboundary Transfer and Balance of Atmospheric Carbon Dioxide Fluxes in Sverdlovsk Region Using the Machine Learning Model | Rozanov, A. P., Gribanov, K. G., Zadvornykh, I. V., Sukhikh, G. A., Valdaiskikh, V. V., Zakharov, V. I. | Land Use/Land Cover Classification, Reflectance | ||
| Estimating Regional Groundwater Level by Combining Satellite, Model, and Large-Sample Observations Inputs | Cao, Yijing, Zhang, Yongqiang, Chen, Yuyin, Zhang, Xuanze, Tian, Jing, Yang, Xuening, Huang, Qi, Su, Jianzhong | Land Use/Land Cover Classification, Reflectance |