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 Atmosphere Data
List of peer-reviewed publications that cite using Atmosphere data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Evaluating the IMERG precipitation satellite product to derive intensity-duration-frequency curves in Colombia | Rodriguez-Sandoval, Erasmo Alfredo, Garcia-Echeverri, Camila, Gonzalez-Ramirez, Ana Maria, Sandoval-Barrera, John A., Patarroyo-Gonzalez, Manuel E., Agudelo D., Daniela E., Roldan N., Moises A. | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Total Surface Precipitation Rate | ||
| Exploratory Data Analysis of Climatic Trends in the Koyna Biodiversity Hotspot | Patil, Yashraj, Ramachandran, Harikrishnan, Gupta, Harshita, Ganeshi, Naresh, Janney, Dorian | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Exploring aerosolcloud interactions in liquid-phase clouds over eastern China and its adjacent ocean using the WRF-ChemSBM model | Zhao, Jianqi, Ma, Xiaoyan, Quaas, Johannes, Jia, Hailing | 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, Atmospheric Emitted Radiation, Emissivity, 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, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Exploring Ecological Quality and Its Driving Factors in Diqing Prefecture, China, Based on Annual Remote Sensing Ecological Index and Multi-Source Data. | Wang, Chen, Sheng, Qianqian, Zhu, Zunling | Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Terrain Elevation, RADAR IMAGERY, Topographical Relief Maps |
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| Exploring evapotranspiration stress in China: A blending approach employing multi-source remote sensing proxies | Liu, Yuan, Zhao, Yong, Zhai, Jiaqi, Liang, Hui, Zhu, Yongnan, Wang, Yong, Wang, Qianyang, Li, Xing, Yu, Jingshan | 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, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI) | ||
| Exploring the Spatiotemporal Alterations in China's GPP Based on the DTEC Model | Peng, Jie, Xue, Yayong, Pan, Naiqing, Zhang, Yuan, Liang, Haibin, Zhang, Fei | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Evaluation of the retrieved temperature and specific humidity from COSMIC-2 and FY-3D with Radiosonde, reanalysis data, and MetOp | Zhang, Zhen, Xu, Tianhe, Wang, Nazi, Gao, Fan, Li, Song, Bastos, Luisa | 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 | ||
| Evaluation of total column water vapour products from satellite observations and reanalyses within the GEWEX Water Vapor Assessment | Trent, Tim, Schroder, Marc, Ho, Shu-Peng, Beirle, Steffen, Bennartz, Ralf, Borbas, Eva, Borger, Christian, Brogniez, Helene, Calbet, Xavier, Castelli, Elisa, Compo, Gilbert P., Ebisuzaki, Wesley, Falk, Ulrike, Fell, Frank, Forsythe, John, Hersbach, Hans, Kachi, Misako, Kobayashi, Shinya, Kursinski, Robert E., Loyola, Diego, Luo, Zhengzao, Nielsen, Johannes K., Papandrea, Enzo, Picon, Laurence, Preusker, Rene, Reale, Anthony, Shi, Lei, Slivinski, Laura, Teixeira, Joao, Vonder Haar, Tom, Wagner, Thomas | 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, Emissivity, Skin Temperature, Sea Surface Temperature, 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, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Rain Storms |
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| Evaluation of Wildfire Plume Injection Heights Estimated from Operational Weather Radar Observations Using Airborne Lidar Retrievals | Krishna, M., Saide, P. E., Ye, X., Turney, F. A., Hair, J. W., Fenn, M., Shingler, T. | Aerosols, Aerosol Particle Properties, Sulfate Particles, Nitrate Particles, Organic Particles, Chemical Composition, Organic Particles, Aerosol Size Distribution, Sea Salt, AEROSOL ABSORPTION, Aerosol Extinction, Black Carbon, AEROSOL SINGLE SCATTERING ALBEDO, Aerosol Concentration, Cloud Condensation Nuclei, AMMONIUM AEROSOLS, Non-refractory Aerosol Organic Mass, Carbonaceous Aerosols | ||
| Evaluation of SMAP and CYGNSS Soil Moistures in Drought Prediction Using Multiple Linear Regression and GLDAS Product | Edokossi, Komi, Jin, Shuanggen, Calabia, Andres, Molina, Inigo, Mazhar, Usman | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Total Surface Precipitation Rate, Brightness Temperature, SIGMA NAUGHT |
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| Evaluation of Summertime Passive Microwave and Reanalysis Sea-Ice | Song, Kexin, Minnett, Peter J. | Heat Flux, Heat Flux, Heat Flux, Heat Flux, Longwave Radiation, Longwave Radiation, Shortwave Radiation, Shortwave Radiation, Water Vapor Tendency, Water Vapor Flux, Cloud Dynamics, Cloud Microphysics, Snow/Ice, Precipitation, Specific Humidity, Ice Fraction, Skin Temperature, Sea Surface Skin Temperature, Skin Temperature, Reflectance, Brightness Temperature, Sea Ice Concentration, Sea Ice Motion, Snow Depth, Sea Ice Concentration, Snow Depth, Ice Extent, Ice Extent, Ice Temperature, Ice Temperature |
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| Exploring Relations Between Solar Activity, Cosmic Rays, Clouds and Earth Climate Using Machine Learning Techniques | Belen, B., Leloglu, U.M., Demirkoz, M.B. | Atmospheric Radiation, Longwave Radiation, Shortwave Radiation, Radiative Flux, Radiative Forcing, Surface Radiative Properties, Albedo, Emissivity, Cloud Properties, Cloud Fraction, Cloud Optical Depth/Thickness, Skin Temperature, Skin Temperature, Sea Surface Skin Temperature | ||
| Exploring spatial machine learning techniques for improving land surface temperature prediction | Arunab, K.S., Mathew, Aneesh | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Reflectance, Land Surface Temperature, Emissivity, Land Use/Land Cover Classification, Aerosol Optical Depth/Thickness |
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| Exploring the Characteristics of Ocean Surface Winds at High Resolution | Wineteer, Alexander, Rodriguez, Ernesto, Martin, Dragana Perkovic, Torres, Hector, Polverari, Federica, Akbar, Ruzbeh, Rocha, Cesar | Surface Winds, SURFACE CURRENTS, Doppler Velocity | ||
| Evaluation and comparison of MODIS and MISR aerosol products with ground-based monitoring stations in the Amazon Basin | Schumacher, Vanucia, Setzer, Alberto, Martins, Vitor, Victorino, Paulo | 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 | ||
| Evaluation and Error Analysis of Multi-Source Precipitation Datasets during Summer over the Tibetan Plateau | Zhao, Keyue, Zhong, Shanshan | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Total Surface Precipitation Rate, Cloud Liquid Water/Ice | ||
| Evaluation of 10-m Wind Speed From ISD Meteorological Stations and the | Faber, E., RochaLima, A., Colarco, P., Baker, B. | Geopotential Height, Altitude, Surface Temperature, Skin 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, Total Ozone, 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, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Aerosols, Carbonaceous Aerosols, Dust/Ash/Smoke, Sulfur Dioxide, Sulfur Oxides, Sulfate, Sulfate Particles, Sulfur Oxides, Particulate Matter, Emissions, UV Aerosol Index, Gas/Aerosol Composition, Aerosol Extinction, Deposition |
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| Evaluation of WRF-Chem PM<SUB loc="post">2.5</SUB> simulations in Thailand with different anthropogenic and biomass-burning emissions | Thongsame, Worapop, Henze, Daven K., Kumar, Rajesh, Barth, Mary, Pfister, Gabriele | 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 | ||
| Evaluation, bias correction and application of satellite precipitation product TRMM_3B42_V7 for extreme event-based hydrologic model in context of semi-arid region ... | Kachhawa, Nitin Singh, Agnihotri, Prasit Girish | Total Surface Precipitation Rate | ||
| Evapotranspiration determination with satellite and reanalysis data | Degano, Maria Florencia, Rivas, Raul Eduardo, Bayala, Martin Ignacio | Reflectance, Evapotranspiration, Latent Heat Flux, Albedo, Anisotropy, Brightness Temperature, Soil Moisture/Water Content |
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| Evapotranspiration increment was underestimated in China due to | Wu, Xinyue, Han, Wangya, Yu, Zhen | Atmospheric Carbon Dioxide, Nitrogen Compounds, Longwave Radiation, Shortwave Radiation, Air Temperature, Precipitation Amount, Agricultural Lands, Land Use/Land Cover Classification, Leaf Characteristics, Soil Chemistry, Soil Classification, Discharge, Soil Depth, Biomass, Soil Moisture/Water Content, Albedo, Photosynthetically Active Radiation, Carbon, Respiration Rate, Atmospheric Water Vapor, Runoff | ||
| Evaluation of the Effect of Sentinel-1 SAR and Environmental Factors in Alfalfa Yield and Quality Estimation | Yu, Tong, Zhou, Jing, Ranjbar, Sadegh, Chen, Jiang, Digman, Matthew F., Zhang, Zhou | Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation | ||
| Evaluating key climatic and ecophysiological parameters of worldwide tree mortality with a process-based BGC model and machine learning algorithms | Cho, Nanghyun, Agossou, Casimir, Kim, Eunsook, Lim, Jong-Hwan, Hwang, Taehee, Kang, Sinkyu | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Evaluating precipitation events using GPM IMERG 30-minute near real-time precipitation estimates | Sutton, Jessica R. P., Kirschbaum, Dalia, Stanley, Thomas, Orland, Elijah | Land Surface Temperature, Emissivity, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Evaluation of GPM IMERG Early, Late, and Final Run in Representing | Keikhosravi-Kiany, Mohammad Sadegh, Balling, Robert C. | Land Use/Land Cover Classification, Total Surface Precipitation Rate |