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 Wind Speed Data
List of peer-reviewed publications that cite using Wind Speed data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Analysis of the Spatial and Temporal Distribution of Potential Evapotranspiration in Akmola Oblast, Kazakhstan, and the Driving Factors | Chen, Yusen, Zhang, Shihang, Wang, Yongdong | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Assessment of Drought Using Earth Observation Data and Cloud Computing in Morocco for 2010-2020 | Laachrate, Hibatoullah, Fadil, Abdelhamid | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Emissivity | ||
| Assessing Variations in Water Use Efficiency and Linkages with Land-Use | Sun, Huaiwei, Chen, Lin, Yang, Yong, Lu, Mengge, Qin, Hui, Zhao, Bingqian, Lu, Mengtian, Xue, Jie, Yan, Dong | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Photosynthesis, Primary Production, Vegetation Productivity | ||
| An exploration of solar-induced chlorophyll fluorescence (SIF) factors simulated by SCOPE for capturing GPP across vegetation types | Yang, Songxi, Yang, Jian, Shi, Shuo, Song, Shalei, Zhang, Yangyang, Luo, Yi, Du, Lin | Reflectance, Anisotropy, 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, Geopotential Height, Atmospheric Ozone, Pressure Thickness, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, U/V Wind Components, Ozone Profiles, Photosynthesis, Primary Production, Vegetation Productivity, Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Optical Depth/Thickness, Skin Temperature, Sea Surface Skin Temperature, Leaf Characteristics, Photosynthetically Active Radiation, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar) |
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| An Analysis of Spatio-Temporal Relationship between Satellite-Based Land | Liu, Jiang, Hagan, Daniel Fiifi Tawia, Holmes, Thomas R., Liu, Yi | Emissivity, Land Surface Temperature, Land Use/Land Cover Classification, Carbon Monoxide, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Air Temperature, Upper Air Temperature, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Skin Temperature, Sea Surface Temperature, Heat Flux, Skin Temperature, Specific Humidity, 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, Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover |
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| A global dataset of spatiotemporally seamless daily mean land surface temperatures: generation, validation, and analysis | Hong, Falu, Zhan, Wenfeng, Gottsche, Frank-M., Liu, Zihan, Dong, Pan, Fu, Huyan, Huang, Fan, Zhang, Xiaodong | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height | ||
| A Novel Approach to Generate Hourly Photovoltaic Power Scenarios | Schluter, Stephan, Menz, Fabian, Kojic, Milena, Mitic, Petar, Hanic, Aida | 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 | ||
| A Non-Stationary Based Approach to Understand the Propagation of Meteorological to Agricultural Droughts | Das, Subhadarsini, Das, Jew, Umamahesh, N. V. | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| A data-augmentation approach to deriving long-term surface SO2 across Northern China: Implications for interpretable machine learning | Zhang, Shifu, Mi, Tan, Wu, Qinhuizi, Luo, Yuzhou, Grieneisen, Michael L., Shi, Guangming, Yang, Fumo, Zhan, Yu | 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, Surface Temperature, Skin Temperature, Upper Air Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds, 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), Population Density |
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| A Central Asia hydrologic monitoring dataset for food and water security applications in Afghanistan | McNally, Amy, Jacob, Jossy, Arsenault, Kristi, Slinski, Kimberly, Sarmiento, Daniel P., Hoell, Andrew, Pervez, Shahriar, Rowland, James, Budde, Mike, Kumar, Sujay, Peters-Lidard, Christa, Verdin, James P. | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Reflectance, Total Surface Water, Brightness Temperature, SIGMA NAUGHT, Precipitation, Precipitation Amount, Precipitation Rate, Albedo, Snow Cover |
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| A climatology of merged daytime planetary boundary layer height over China from radiosonde measurements | Zhang, Jian, Guo, Jianping, Li, Jian, Zhang, Shaodong, Tong, Bing, Shao, Jia, Li, Haiyan, Zhang, Yehui, Cao, Lijuan, Zhai, Panmao, Xu, Xiaofeng, Wang, Minghuai | 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 | ||
| A coupled Lagrangian-Eulerian model for microplastics as vectors of | Guerrini, Federica, Mari, Lorenzo, Casagrandi, Renato | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Above-aircraft cirrus cloud and aerosol optical depth from hyperspectral irradiances measured by a total-diffuse radiometer | Norgren, Matthew S., Wood, John, Schmidt, K. Sebastian, van Diedenhoven, Bastiaan, Stamnes, Snorre A., Ziemba, Luke D., Crosbie, Ewan C., Shook, Michael A., Kittelman, A. Scott, LeBlanc, Samuel E., Broccardo, Stephen, Freitag, Steffen, Reid, Jeffrey S. | Aerosols, Sulfur Compounds, Aerosol Particle Properties, Sulfate Particles, Nitrate Particles, Organic Particles, Atmospheric Chemistry, Nitrogen Compounds, Chemical Composition, AMMONIUM AEROSOLS, Sea Salt, Aerosol Absorption, Angstrom Exponent, AEROSOL SINGLE SCATTERING ALBEDO, Cloud Condensation Nuclei, Chemical Composition, Non-refractory Aerosol Organic Mass, Aerosol Concentration, Aerosol Size Distribution, Aerosol Extinction, Carbonaceous Aerosols, Atmospheric Winds, Atmospheric Temperature, Surface Temperature, Upper Level Winds, Humidity, Wind Speed, Dew Point Temperature, Potential Temperature, Air Temperature, Atmospheric Water Vapor, Water Vapor Indicators, Relative Humidity, Wind Speed, Wind Direction, Humidity Mixing Ratio, U/V Wind Components, Dew Point Temperature, Horizontal Wind Velocity/Speed, Vertical Wind Velocity/Speed, Airspeed/Ground Speed, Atmospheric Pressure, Atmospheric Radiation, Outgoing Longwave Radiation, Incoming Solar Radiation, Shortwave Radiation, Solar Irradiance, Spectral Irradiance | ||
| Canadian and Alaskan wildfire smoke particle properties, their evolution, and controlling factors, from satellite observations | Junghenn Noyes, Katherine T., Kahn, Ralph A., Limbacher, James A., Li, Zhanqing | 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, Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, U/V Wind Components, Ozone Profiles, Land Use/Land Cover Classification, Fire Occurrence, Surface Thermal Properties, Land Surface Temperature, THERMAL ANOMALIES |
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| Moderate Rainfall and High Humidity During the Monsoon Season, Negligence in Using Malaria Protection Methods and High Proportion of Mild Symptomatic ... | Ahmed, Rahim Ali, Shankar, Hari, Hussain, Syed Shah Areeb, Swargiary, Ananta, Kumar, Avdhesh, Tarique, Mohammad, Prabhakar, Pankaj, Suri, Harpal Singh, Singh, Kuldeep, Chakma, Joy Kumar, Singh, Jyoti, Begum, Afluza | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| LargeScale Afforestation Enhances Precipitation by Intensifying the Atmospheric Water Cycle Over the Chinese Loess Plateau | Tian, Lei, Zhang, Baoqing, Chen, Shuoyu, Wang, Xuejin, Ma, Xiaogang, Pan, Baotian | 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, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction | ||
| Seasonal Variability in the Mechanisms Behind the 2020 Siberian Heatwaves | Collow, Allison B. Marquardt, Thomas, Natalie P., Bosilovich, Michael G., Lim, Young-Kwon, Schubert, Siegfried D., Koster, Randal D. | Geopotential Height, Altitude, Surface 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, Skin Temperature, Precipitation Rate, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, Heat Flux, Water Vapor, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Longwave Radiation, Shortwave Radiation, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Temperature, Soil Infiltration, Soil Infiltration, Soil Moisture/Water Content, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Extreme Drought, Heat/Cold Wave Frequency/Intensity, Extreme Precipitation |
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| Recent Changes in Groundwater and Surface Water in Large Pan-Arctic | Lin, Hong, Cheng, Xiao, Zheng, Lei, Peng, Xiaoqing, Feng, Wei, Peng, Fukai | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Surface Temperature, Humidity, Surface Winds, Precipitation Rate | ||
| Recent evidence for warmer and drier growing seasons in climate sensitive regions of Central America from multiple global datasets | Stewart, Iris T., Maurer, Edwin P., Stahl, Kerstin, Joseph, Kenneth | 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 | ||
| Reduced Sea Ice Enhances Intensification of Winter Storms over the Arctic Ocean | Crawford, Alex D., Lukovich, Jennifer V., McCrystall, Michelle R., Stroeve, Julienne C., Barber, David G. | Geopotential Height, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Upper Air Temperature, Vertical Profiles, Air Temperature, Specific Humidity, U/V Wind Components, U/V Wind Components, Ozone Profiles, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Surface Temperature, Skin Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Oxygen Compounds, Altitude, Boundary Layer Winds, Sea Ice Concentration |
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| Recurrent droughts increase risk of cascading tipping events by outpacing adaptive capacities in the Amazon rainforest | Wunderling, Nico, Staal, Arie, Sakschewski, Boris, Hirota, Marina, Tuinenburg, Obbe A., Donges, Jonathan F., Barbosa, Henrique M. J., Winkelmann, Ricarda | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff | ||
| Characterizing global satellite-based indicators for coastal vulnerability to erosion management as exemplified by a regional level analysis from Northeast Brazil | Queiroz, Heithor Alexandre de Araujo, Goncalves, Rodrigo Mikosz, Mishra, Manoranjan | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Air Temperature, Specific Humidity, Evapotranspiration, Wind Speed, Rain, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Cover, Snow Depth, Snow Water Equivalent, Runoff, Population Density, Emissivity |
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| Emodin induces apoptosis and suppresses non-small-cell lung cancer | Zhang, Fang-Yuan, Li, Run-Ze, Xu, Cong, Fan, Xing-Xing, Li, Jia-Xin, Meng, Wei-Yu, Wang, Xuan-Run, Liang, Tu-Liang, Guan, Xiao-Xiang, Pan, Hu-Dan, Liu, Liang, Yao, Xiao-Jun, Wu, Qi Biao, Leung, Elaine Lai-Han | 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 | ||
| Divergent representation of precipitation recycling in the Amazon and the Congo in CMIP6 models | Baker, J. C. A., Spracklen, D. V. | Surface Temperature, Skin Temperature, Upper Air Temperature, Air Temperature, Atmospheric Winds, Surface Winds, U/V Wind Components, Atmospheric Pressure, Sea Level Pressure, Surface Pressure, Specific Humidity, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds, Geopotential Height, Vertical Profiles, U/V Wind Components, Ozone Profiles, Heat Flux, Skin Temperature, Water Vapor, Precipitation Rate, Snow/Ice, Evaporation, Latent Heat Flux, Latent Heat Flux, Sensible Heat Flux, Diffusion, Surface Winds, Wind Speed, Wind Stress, Wind Stress, Surface Roughness, Planetary Boundary Layer Height, Ice Fraction, Potential Vorticity, Vertical Wind Velocity/Speed, Relative Humidity |
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| Disentangling error structures of precipitation datasets using decision trees | Sui, Xinxin, Li, Zhi, Tang, Guoqiang, Yang, Zong-Liang, Niyogi, Dev | 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, Precipitation, Precipitation Amount, Snow, Rain |
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