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 |
|---|---|---|---|---|
| Dinamica de inundacion de una cuenca de la llanura Santafecina | Espinosa, Edna Lucia, Rodriguez, Leticia, Scioli, Carlos | Reflectance | ||
| Direct and Legacy Effects of Spring Temperature Anomalies on Seasonal | Marsh, Hanna, Zhang, Wenxin | Land Use/Land Cover Classification, Albedo, Anisotropy, Reflectance | ||
| Discharge Estimation with Improved Methods Using MODIS Data in Greenland: An Application in the Watson River | Lin, Hong, Cheng, Xiao, Zheng, Lei, Li, Teng, Peng, Fukai, Zhang, Ziqian, Tao, Jia | Reflectance | ||
| Does maximization of net carbon profit enable the prediction of vegetation behaviour in savanna sites along a precipitation gradient? | Nijzink, Remko C., Beringer, Jason, Hutley, Lindsay B., Schymanski, Stanislaus J. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Dispersal and fire limit Arctic shrub expansion | Liu, Yanlan, Riley, William J., Keenan, Trevor F., Mekonnen, Zelalem A., Holm, Jennifer A., Zhu, Qing, Torn, Margaret S. | Fire Occurrence, Forest Fire Science, Burned Area, Land Use/Land Cover Classification, Forests, Vegetation Cover, Alpine/Tundra, Reflectance, Dominant Species | ||
| Distinctive impacts of atmospheric intraseasonal oscillations on the net ecosystem exchange of the southeastern China forest between spring and summer | LI, Jian-Ying, MAO, Jiang-Yu, KUG, Jong-Seong, ZHAi, Pan-Mao | Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance, Canopy Characteristics | ||
| Dynamic Forecast of Desert Locust Presence Using Machine Learning with a Multivariate Time Lag Sliding Window Technique | Sun, Ruiqi, Huang, Wenjiang, Dong, Yingying, Zhao, Longlong, Zhang, Biyao, Ma, Huiqin, Geng, Yun, Ruan, Chao, Xing, Naichen, Chen, Xidong, Li, Xueling | Reflectance, Land Surface Temperature, Emissivity, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Dynamics of land cover and land use in Pernambuco (Brazil)Spatio-temporal variability and temporal trends of biophysical parameters | Bezerra, Alan Cezar, Silva, Jhon Lennon Bezerra da, Moura, Geber Barbosa de Albuquerque, Lopes, Pabricio Marcos Oliveira, Nascimento, Cristina Rodrigues, Ribeiro, Eberson Pessoa, Galvincio, Josicleda Domiciano, Silva, Marcos Vinicius da | Reflectance, Land Surface Temperature, Emissivity | ||
| Ecosystem Gross Primary Productivity After Autumn Snowfall and Melt | Stoy, P. C., Khan, A. M., Van Dorsten, K., Sauer, P., Weaver, T., Brookshire, E. N. J. | Reflectance, Anisotropy, Plant Characteristics, Plant Phenology, Vegetation Cover, Vegetation Index | ||
| Drought monitoring and its effects on vegetation and water extent changes using remote sensing data in Urmia Lake watershed, Iran | Helali, Jalil, Asaadi, Shahab, Jafarie, Teimour, Habibi, Maral, Salimi, Saadoun, Momenpour, Seyed Erfan, Shahmoradi, Salah, Hosseini, Seyed Asaad, Hessari, Behzad, Saeidi, Vahideh | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Droughts across ChinaDrought factors, prediction and impacts | Zhang, Qiang, Shi, Rui, Singh, Vijay P., Xu, Chong-Yu, Yu, Huiqian, Fan, Keke, Wu, Zixuan | Reflectance, Land Surface Temperature, Emissivity, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Evapotranspiration, Latent Heat Flux | ||
| DSWEmodThe Production of HighFrequency Surface Water Map Composites from Daily MODIS Images | Soulard, Christopher E., Waller, Eric K., Walker, Jessica J., Petrakis, Roy E., Smith, Britt W. | Reflectance, Anisotropy | ||
| Downscaling estimates of land carbon opportunity costs for agricultural | Yang, Xue, Xu, He, Tan, Minghong | Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance | ||
| Downscaling land surface temperatureA framework based on geographically and temporally neural network weighted autoregressive model with spatio-temporal fused scaling factors | Wu, Jinhua, Xia, Linyuan, On Chan, Ting, Awange, Joseph, Zhong, Bo | Reflectance, Land Surface Temperature, Emissivity | ||
| Dust Activities Induced by Nocturnal Lowlevel Jet Over the Taklimakan Desert from WRFChem Simulation | Han, Zihang, Ge, Jinming, Chen, Xingyu, Hu, Xiaoyu, Yang, Xuan, Du, Jiajing | 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 | ||
| Combining Citizen Science Data and Satellite Descriptors of Ecosystem | Moreira, Francisco S., Regos, Adrian, Goncalves, Joao F., Rodrigues, Tiago M., Verde, Andre, Pages, Marc, Perez, Jose A., Meunier, Bruno, Lepetit, Jean-Pierre, Honrado, Joao P., Goncalves, David | Reflectance, Land Surface Temperature, Emissivity | ||
| Comprehensive assessment of performances of long time-series LAI, FVC and GPP products over mountainous areasA case study in the Three-River source region, China | Zhang, Wenqi, Jin, Huaan, Li, Ainong, Shao, Huaiyong, Xie, Xinyao, Lei, Guangbin, Nan, Xi, Hu, Guyue, Fan, Wenjie | Reflectance, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps | ||
| Co-seismic landslide hazard assessment of Uttarakhand state (India) based on the modified Newmark model | Gupta, Kunal, Satyam, Neelima | 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 | ||
| Development of the GLASS 250-m leaf area index product (version 6) from MODIS data using the bidirectional LSTM deep learning model | Ma, Han, Liang, Shunlin | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Land Use/Land Cover Classification, Reflectance | ||
| Detecting multitemporal land use changes and environmental fragility in a heterogeneous Brazilian landscape | Guerrero, Joao Vitor Roque, Escobar-Silva, Elton Vicente, Chaves, Michel Eustaquio Dantas, Mataveli, Guilherme Augusto Verola, Moschini, Luiz Eduardo | 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 surface albedo of Arctic sea ice using an ensemble back-propagation neural network: Toward a better consideration of reflectance anisotropy and melt ... | Ding, Yinghui, Qu, Ying, Peng, Zeli, Wang, Mengsi, Li, Xijia | Reflectance, Sea Ice Concentration | ||
| Estimation of 1-km Resolution All-Sky Instantaneous Erythemal UV-B with | Zhao, Ruixue, He, Tao | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Reflectance, Anisotropy | ||
| Estimation of actual evapotranspiration using TDTM model and MODIS derived variables | Ruiz-Alvarez, Marcos, Gomariz-Castillo, Francisco, Alonso-Sarria, Francisco, Lopez-Ballesteros, Ana | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Albedo, Anisotropy, Land Surface Temperature, Emissivity, Photosynthetically Active Radiation, Leaf Area Index (LAI), Leaf Characteristics, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance |
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| Estimating 250-m Land Surface and Atmospheric Variables From MERSI | Zhang, Guodong, Ma, Han, Liang, Shunlin | Reflectance | ||
| Estimating global downward shortwave radiation from VIIRS data using a transfer-learning neural network | Li, Ruohan, Wang, Dongdong, Liang, Shunlin, Jia, Aolin, Wang, Zhihao | Albedo, Anisotropy, Reflectance, Shortwave Radiation |