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 carbon fluxes over North America using a physics-constrained deep learning model | Fan, Bin, Zhang, Hankui K., Li, Zhongbin B., Xiao, Jingfeng, Che, Xianghong, Liu, Zhihua, Camps-Valls, Gustau, Chen, Jing M. | Land Use/Land Cover Classification, Reflectance, Anisotropy | ||
| Estimating forage mass in Brazilian pasture-based livestock production | Bayma, Gustavo, Nogueira, Sandra Furlan, Adami, Marcos, Sano, Edson Eyji, Nunez, Daniel Coaguila, Santos, Patricia Menezes, Pezzopane, Jose Ricardo Macedo, Grego, Celia Regina, de Castro Teixeira, Antonio Heriberto, Skakun, Sergii | Reflectance | ||
| Estimating root zone soil moisture in farmland by integrating | Bai, Xuqian, Fan, Shuailong, Li, Ruiqi, Dai, Tianjin, Li, Wangye, Ye, Sumeng, Qian, Long, Liu, Lu, Zhang, Zhitao, Chen, Haorui, Chen, Haiying, Xiang, Youzhen, Chen, Junying, Sun, Shikun | Reflectance, Anisotropy, Land Surface Temperature, Emissivity, Surface Soil Moisture | ||
| Increasing global human exposure to wildland fires despite declining burned area | Teymoor Seydi, Seyd, Abatzoglou, John T., Jones, Matthew W., Kolden, Crystal A., Filippelli, Gabriel, Hurteau, Matthew D., AghaKouchak, Amir, Luce, Charles H., Miao, Chiyuan, Sadegh, Mojtaba | Land Use/Land Cover Classification, Reflectance | ||
| Increasing landslide susceptibility in urbanized areas of Petro<acute | de Praga Baiao, Cheila Flavia, Mantovani, Jose, Alcantara, Enner | 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 | ||
| Integrating Characteristic Arctic Vegetation in a Land Surface Model | Murphy, Bailey A., Sulman, Benjamin N., Yuan, Fengming, Salmon, Verity G., Yang, Daryl, Kumar, Jitendra, Dengel, Sigrid, Herndon, Elizabeth, Fettrow, Sean, Brown, Colette, Torn, Margaret S., Chafe, Oriana E., Pegoraro, Elaine F., Iversen, Colleen M. | Reflectance, Absorption, Absorption | ||
| Integrating remote sensing and deep learning forecasting model: A fluid-environment interface study | Hassanian, Reza, Cavallaro, Gabriele, Riedel, Morris | Reflectance, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Integrating Remote Sensing and machine learning for dynamic burn probability mapping in data-limited contexts | Diaz-Vazquez, Diego, Casillas-Garcia, Luis Fernando, Garcia- Gonzalez, Alejandro, Graf Montero, Sergio Humberto, Marquez Rubio, Jose Isaac, Llamas Llamas, Juan Jose, Gradilla Hernandez, Misael Sebastian | Reflectance, Land Surface Temperature, Emissivity | ||
| Integrating Sparse LiDAR and Multisensor Time-Series Imagery From | Goel, Arnav, Song, Hunsoo, Jung, Jinha | Reflectance | ||
| Data-driven identification of high-nature value grasslands using Harmonized Landsat Sentinel-2 time series data | Groschler, Kim-Cedric, Martens, Tjark, Schrautzer, Joachim, Oppelt, Natascha | Reflectance | ||
| Deciphering the spectra of flowers to map landscapescale blooming dynamics | Angel, Yoseline, Raiho, Ann, Kathuria, Dhruva, Chadwick, K. Dana, Brodrick, Philip G., Lang, Evan, Ochoa, Francisco, Shiklomanov, Alexey N. | REFLECTED INFRARED, Reflectance | ||
| Dam break analysis of Haditha Dam West of Iraq by using the HEC-RAS model | Mohammed, Samar Ibrahim, Sulaiman, Sadeq Oleiwi, Mahmood, Othman Abdulhameed | 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 | ||
| Current Marine Protected Areas Conserve Fish Spawning Aggregations Under Climate Change due to Habitat Refugia | Bartlett, Brian S., Erisman, Brad, Asch, Rebecca G. | Reflectance, Solar Irradiance, Sea Surface Height | ||
| Daily 1 km seamless Antarctic sea ice albedo product from 2012 to 2021 | Ma, Chao, Hao, Weifeng, Cheng, Qing, Ye, Fan, Qu, Ying, Yin, Jiabo, Xu, Fang, Wu, Haojian, Li, Fei | Reflectance, Sea Ice Concentration | ||
| Deconstructing the Effects of Climate and Phenology on Hydrological | Zheng, Lilin, Li, Dahui, Wang, Ling, Chen, Ruishan, Xu, Jianhua | Reflectance | ||
| Evaluating the Influence of Climate and Topography on Mount Kilimanjaro Vegetation: A Comparative Analysis Using MODIS NDVI and Weather Station Data (20002022) | Khalefa, Ehsan, Pepin, Nicholas, Teeuw, Richard | 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 | ||
| Evaluating the Performance of Satellite-Derived Vegetation Indices in | Cao, Deli, Huang, Xiaojuan, Liu, Gang, Tian, Lingwen, Xin, Qi, Yang, Yuli | Reflectance | ||
| Evaluating Vegetation Greening and Browning across the Rio Grande Basin | Talchabhadel, Rocky, Rhodes, Edward C., Palmate, Santosh S., Kumar, Saurav | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Reflectance, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation |
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| Evaluating patterns of plant phenological progression and pronghorn | Proffitt, Kelly M., Terrill Paterson, J., DeVoe, Jesse D., Hansen, Christopher P., Millspaugh, Joshua J. | Reflectance | ||
| Improving terrestrial solar-induced chlorophyll fluorescence (SIF) reconstruction through multi-satellite-derived SIF integration: a comparative study in regional scale | Pan, Mengting, Lin, Xiaofeng, Xiao, Zhongyong, Wang, Fei, Guo, Lifeng, Wang, Cuiping, Xie, Jinghan, Fang, Jingchun | Atmospheric Carbon Dioxide, Solar Induced Fluorescence, Reflectance, Anisotropy, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp) |
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| Impacts of land surface temperature and ambient factors on near-surface | Li, Songyang, Wong, Man Sing, Zhu, Rui, Shi, Guoqiang, Yang, Jinxin | Reflectance, Land Surface Temperature, Emissivity | ||
| Impacts of meteorological drought on peak vegetation productivity of grasslands from perspectives of canopy structure and leaf physiology | Bai, Wenrui, Wang, Huanjiong, Xiao, Jingfeng, Li, Xing, Ge, Quansheng | Land Use/Land Cover Classification, Reflectance, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
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| Investigation of Urban Heat Islands and modeling of Land Surface | Mandal, Nirup Sundar, Chanda, Kironmala | Reflectance | ||
| Invertible Neural Networks for Probabilistic Aerosol Optical Depth | Pelucchi, Paolo, Servera, Jorge Vicent, Stier, Philip, Camps-Valls, Gustau | Albedo, Anisotropy, Reflectance, 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 | ||
| Investigating the role of aerosol wet scavenging on global horizontal | Wang, Su, Huang, Gang, Dai, Tie, Cao, Junji, Husi, Letu, Ma, Run, Li, Cuina | 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 |