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 |
|---|---|---|---|---|
| Climate rather than overgrazing explains most rangeland primary productivity change in Mongolia | Purevjav, Avralt-Od, Avirmed, Tumenkhusel, Wilcox, Steven W., Barrett, Christopher B. | Reflectance, Anisotropy | ||
| Channel head morphometry in the precipitation gradient from semi-arid to arid climates | Paczkowska, Eliza, Kijowska-Strugaa, Magorzata, Prokop, Pawe, Wiejaczka, ukasz, Lekah, Judith | 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 | ||
| Classification of Climate-Driven Geomorphic Provinces Using Supervised | Ozmen, Hasan Burak, Pekkan, Emrah | 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 | ||
| Cloud top observations of LWIR spectro-polarimetry | John, Jaclyn, Gong, Jie, Parkinson, Jeremy, Sullivan, Sylvia, Wu, Dong, Kupinski, Meredith | 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 | ||
| Climatology and variability of smoke aerosols from MAIAC EPIC observations over North America (20162024) | Choi, Myungje, Lyapustin, Alexei, Wang, Yujie, Hyer, Edward J., Eck, Thomas F., Korkin, Sergey | Fire Occurrence, Land Surface Temperature, THERMAL ANOMALIES, Reflectance | ||
| Ensemble Machine Learning Models for Rice and Wheat Yield Prediction: A Comparative Study Across Districts in India's Kharif and Rabi Seasons | Zhdanov, Vladimir, Kaplin, Dmitry, Akimov, Mikhail, Antonov, Alexey, Gasanov, Mikhail, Malchenko, Vitaly | Reflectance | ||
| Elevation-Based Clustering and Spatiotemporal Analysis of Coffee Crop Agro-Environmental Dynamics | da Silva, Tamires Lima, Romani, Luciana Alvim Santos, Massruha, Silvia Maria F. Silveira | Reflectance | ||
| Elevation-Dependent Trends in Himalayan Snow Cover (20042024) Based on MODIS Terra Observations | Tauqir, Ghania, Zhao, Wei, Xu, Mengjiao, Fu, Dongjie | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Snow Cover | ||
| Effectiveness of the world network of biosphere reserves in maintaining forest ecosystem functions | Gohr, Charlotte, von Wehrden, Henrik, Saatchi, Sassan, Pettorelli, Nathalie, Ibisch, Pierre L. | Land Use/Land Cover Classification, Fire Ecology, Biomass Burning, Wildfires, Fire Occurrence, Burned Area, Reflectance, Total Surface Water | ||
| Effects of Total Suspended Solids on Photomineralization of Dissolved | Dolan, W., Pavelsky, T. M., Davis, J., LaFramboise, N., Polik, C. A., Cory, R. M. | Reflectance, Discharge/Flow, Water Depth, Chlorophyll Concentrations, Conductivity, Organic Matter, Suspended Solids, Turbidity, Water Temperature, Surface Winds, Stage Height | ||
| Enhanced MODIS-derived ice physical properties within the Common Land Model (CoLM) revealing bare-icesnow albedo feedback over Greenland | Guo, Shuyang, Dai, Yongjiu, Yuan, Hua, Liang, Hongbin | Albedo, Anisotropy, Reflectance, Snow Cover | ||
| Enhanced runoff simulation with improved evapotranspiration accounting | Chitsaz, Nastaran, Shanafield, Margaret, Batelaan, Okke | Reflectance | ||
| Enhanced structural diversity increases European forest resilience and potentially compensates for climate-driven declines | Pickering, Mark, Elia, Agata, Oton, Gonzalo, Piccardo, Matteo, Ceccherini, Guido, Forzieri, Giovanni, Migliavacca, Mirco, Cescatti, Alessandro, Girardello, Marco | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Plant Phenology, Enhanced Vegetation Index (EVI) | ||
| Enhanced vegetation productivity driven primarily by rate not duration of carbon uptake | Liu, Zunchi, Ciais, Philippe, Penuelas, Josep, Xia, Jianyang, Zhou, Sha, Zhang, Yao, Fu, Yongshuo H. | Land Use/Land Cover Classification, Primary Production, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance | ||
| Contrasting temperature sensitivity of boreal forest productivity in North America and Eurasia | Muccio, D., KeppelAleks, G., Parazoo, N. | Solar Induced Fluorescence, Reflectance, Primary Production, Photosynthesis, Leaf Characteristics, Chlorophyll | ||
| Crop water origins and hydroclimate vulnerability of global croplands | Jiang, Yan, Burney, Jennifer A. | Reflectance, Anisotropy, Vegetation Cover, Cropland | ||
| Coupling Remote Sensing With a Process Model for the Simulation of | Xia, Yushu, Sanderman, Jonathan, Watts, Jennifer D., Machmuller, Megan B., Mullen, Andrew L., Rivard, Charlotte, Endsley, Arthur, Hernandez, Haydee, Kimball, John, Ewing, Stephanie A., Litvak, Marcy, Duman, Tomer, Krishnan, Praveena, Meyers, Tilden, Brunsell, Nathaniel A., Mohanty, Binayak, Liu, Heping, Gao, Zhongming, Chen, Jiquan, Abraha, Michael, Scott, Russell L., Flerchinger, Gerald N., Clark, Patrick E., Stoy, Paul C., Khan, Anam M., Brookshire, E. N. Jack, Zhang, Quan, Cook, David R., Thienelt, Thomas, Mitra, Bhaskar, MauritzTozer, Marguerite, Tweedie, Craig E., Torn, Margaret S., Billesbach, Dave | Reflectance, Anisotropy, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Precipitation Amount, Maximum/Minimum Temperature, Shortwave Radiation, Snow Water Equivalent, Vapor Pressure | ||
| Context-Aware Deep Learning Model for Yield Prediction in Potato Using Time-Series UAS Multispectral Data | Yadav, Suraj A., Zhang, Xin, Wijewardane, Nuwan K., Feldman, Max, Qin, Ruijun, Huang, Yanbo, Samiappan, Sathishkumar, Young, Wyatt, Tapia, Francisco G. | Reflectance, Water Vapor | ||
| Conservation effects of transboundary protected areas on mitigating | An, Li, Shen, Lei, Zhong, Shuai, Li, Delong, Zhu, Yidong | Reflectance, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps | ||
| Contraction of the World's StormCloud Zones the Primary Contributor to the 21st Century Increase in the Earth's Sunlight Absorption | Tselioudis, George, Remillard, Jasmine, Jakob, Christian, Rossow, William B. | 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 | ||
| Contrasting age-dependent leaf acclimation strategies drive vegetation greening across deciduous broadleaf forests in mid-to high latitudes | Wang, Fangyi, Xue, Meimei, Zhou, Liming, Doughty, Christopher E., Ciais, Philippe, Reich, Peter B., Shang, Jiali, Chen, Jing Ming, Liu, Jane, Green, Julia K., Hao, Dalei, Tao, Shengli, Su, Yanjun, Liu, Lingli, Xia, Jianyang, Wang, Han, Yu, Kailiang, Zhu, Zaichun, Zhu, Peng, Li, Xing, Liu, Hui, Zeng, Yelu, Yan, Kai, Liu, Liyang, Lafortezza, Raffaele, Su, Yongxian, Meng, Yanqiong, Pan, Yixuan, Yang, Xueqin, Fu, Yongshuo H., He, Nianpeng, Yuan, Wenping, Chen, Xiuzhi | Land Use/Land Cover Classification, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Reflectance, Anisotropy |
|
|
| Contrasting Responses of Smoke Dispersion and Fire Emissions to Aerosol-Radiation Interaction during the Largest Australian Wildfires in 20192020 | Wu, Dongyou, Yuan, Tiangang, Zhang, Jinxia, Zhang, Zhida, Zhang, Daizhou, Zhang, Baoqing, Liu, Jun, Pu, Wei, Wang, Xin | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance | ||
| Divergent hydrological effects of revegetation over the Chinese Loess Plateau driven by East Asian summer monsoon variability | Wang, Shiyao, Ge, Jun, Cao, Yipeng, Liu, Yu, Luo, Xing, Yang, Limei, Xiao, Shanchuan, Miao, Xin, Guo, Weidong | Albedo, Anisotropy, Reflectance, Land Use/Land Cover Classification | ||
| Diffuse Fertilization or Lack Thereof: A Multisite Synthesis of Water | Schwartz, E., KeppelAleks, G., Steiner, A. L. | 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, Land Use/Land Cover Classification, Evapotranspiration, 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, Plant Phenology, Enhanced Vegetation Index (EVI) |
|
|
| Diminished contribution of spring phenology to early-season carbon uptake in a changing climate | Liu, Zunchi, Zohner, Constantin M., Wu, Zhaofei, Crowther, Thomas W., Tang, Jing, Penuelas, Josep, Fu, Yongshuo H. | Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Gross Primary Production (gpp), Reflectance |