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 Humidity Data
List of peer-reviewed publications that cite using Humidity data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Arctic warming from a high-latitude effusive volcanic eruption | Zoega, Tomas, Storelvmo, Trude, Kruger, Kirstin | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, 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, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles | ||
| Asian Drylands EcoHealth Progress For Land Degradation Neutrality | Kayumba, Patient Mindje, Chen, Yaning, Mindje, Mapendo, Ali, Sikandar, Mindje, Richard, DeFreese, Michelle, Nyirambangutse, Brigitte, Hu, Yanan | 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) | ||
| Asian Summer Monsoon AnticycloneThe Primary Entryway for Chlorinated VeryShortLived Substances to the Stratosphere | Liang, Qing, Newman, Paul A., Fleming, Eric L., Lait, Leslie R., Atlas, Elliot, Pan, Laura, Kinnison, Doug, Western, Luke M., Schauffler, Sue, Smith, Katie, Treadaway, Victoria, Hendershot, Roger, Donnelly, Stephen, Lueb, Richard | Aerosols, Atmospheric Carbon Monoxide, Sulfur Compounds, Atmospheric Winds, Biomass Burning, Sulfur Dioxide, Surface Pressure, Atmospheric Pressure, Atmospheric Temperature, Sulfate, Humidity, Wind Speed, Organic Particles, Potential Temperature, Dust/Ash/Smoke, Atmospheric Water Vapor, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Relative Humidity, Sea Level Pressure, Specific Humidity, Static Temperature, Potential Vorticity, Wind Dynamics, Black Carbon | ||
| Anomalous vertical structure of tropospheric ozone due to stratospheric intrusions and convective transport | Chen, Zhixiong, Liu, Jane, Qie, Xiushu, Bian, Jianchun, Jiang, Rubin, Li, Dan, Bai, Zhixuan, Zhang, Hongbo, Sun, Zhuling, Zhang, Jinqiang, Xiao, Xian, Yang, Mengmiao, Shu, Lei, Cheng, Xugeng | Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, 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, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Carbon Monoxide, Tropopause, Methane, Outgoing Longwave Radiation, Humidity, Total Precipitable Water, Water Vapor, Water Vapor Profiles, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature |
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| Applicability of a Sine-Random Forest Hybrid Method for meteorological | Zhang, Siyao, Li, Jianzhu, Zhang, Ting, Tian, Jiyang, Feng, Ping | 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, 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), Surface Pressure, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Snow, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification |
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| Anthropogenic emission controls reduce summertime ozonetemperature sensitivity in the United States | Li, Shuai, Wang, Haolin, Lu, Xiao | 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 | ||
| Assessing Climate Change Impacts on the March 2024 Compound Floods and | Pons, Flavio, Alberti, Tommaso, Messori, Gabriele, Dulac, Francois, Faranda, Davide | Carbonaceous Aerosols, Dust/Ash/Smoke, Sulfate Particles, Pressure Thickness, 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 | ||
| Assessing evapotranspiration dynamics across central Europe in the context of landatmosphere drivers | Fluhrer, Anke, Baur, Martin J., Piles, Maria, Bayat, Bagher, Rahmati, Mehdi, Chaparro, David, Dubois, Clemence, Hellwig, Florian M., Montzka, Carsten, Kubert, Angelika, Mueller, Marlin M., Augscheller, Isabel, Jonard, Francois, Schellenberg, Konstantin, Jagdhuber, Thomas | 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, Latent Heat Flux | ||
| Assessment of high spectral resolution lidar-derived PM2.5 concentration from SEAC4RS, ACEPOL, and three DISCOVER-AQ campaigns | Sutherland, Bethany, Meskhidze, Nicholas | 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 | ||
| Assessing Long-Term Post-Conflict Air Pollution: Trends and Implications for Air Quality in Mosul, Iraq | Altahaan, Zena, Dobslaw, Daniel | Emissivity, Land Surface Temperature, Vegetation Index, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Normalized Difference Vegetation Index (NDVI), Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density | ||
| Assessing Pan-Canada wildfire susceptibility by integrating satellite data with novel hybrid deep learning and black widow optimizer algorithms | Khosravi, Khabat, Mosallanejad, Ashkan, Bateni, Sayed M., Kim, Dongkyun, Jun, Changhyun, Shahvaran, Ali Reza, Farooque, Aitazaz A., Karbasi, Massoud, Ali, Mumtaz | 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 | ||
| Assessing rain-on-snow event dynamics over Alaska using 30 year satellite microwave observations | Du, Jinyang, Kirchner, Peter B, Pan, Caleb G, Watts, Jennifer D, Kimball, John S | Snow, Rain, Wind Speed, Snow Density, Snow Melt, Air Temperature, Humidity, Snow Water Equivalent, Skin Temperature | ||
| Assessing Simulations of Forest Hurricane Disturbance and Recovery in Puerto Rico by ELM-FATES Using Field Measurements | Shi, Mingjie, Keller, Michael, Bomfim, Barbara, Kueppers, Lara, Koven, Charlie, Needham, Jessica, HeartsillScalley, Tamara, Leung, L. Ruby | 3 And 6 Hour Precipitation Amount, Shortwave Radiation, Humidity, Longwave Radiation, Wind Speed, Maximum/Minimum Temperature | ||
| Assessing the Impact of T-Mart Adjacency Effect Correction on Turbidity | Ansari, Mohsen, Wu, Yulun, Knudby, Anders | 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), 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 | ||
| Assessing the Influence of Temperature and Precipitation on the Yield | Guerrero-Vasquez, Luis Fernando, Ortega-Cabrera, Maria del Cisne, Chacon-Reino, Nathalia Alexandra, Sanmartin-Mesias, Graciela del Rocio, Chasi-Pesantez, Paul Andres, Ordonez-Ordonez, Jorge Osmani | 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, Longwave Radiation, Shortwave Radiation, Heat Flux, Liquid Precipitation, Snow/Ice | ||
| Airborne Remote Sensing of Concurrent Submesoscale Dynamics and | Lang, Sarah E., Omand, Melissa M., Lenain, Luc | Visible Wavelengths, Infrared Wavelengths, Visible Radiance, VISIBLE IMAGERY, Ocean Chemistry, Silicate, Phosphate, Inorganic Carbon, Organic Carbon, Nitrite, Nitrate, Chlorophyll, Conductivity, Salinity, Salinity/Density, Sea Surface Temperature, Relative Humidity, Atmospheric Pressure Measurements, Surface Temperature, Chlorophyll Concentration | ||
| Aircraft observations of natural and anthropogenic substances during the | Adhikari, Mandira Pradhananga, Nagao, Ippei, Katsuta, Nagayoshi, Kagawa, Masako, Ishizaka, Yutaka | Dust/Ash/Smoke, Carbonaceous Aerosols, Organic Particles, Sulfate Particles, Sulfur Oxides, Sulfur Compounds, Sulfate, Sulfur Dioxide, Sulfur Oxides, Dimethyl Sulfide, Aerosol Particle Properties, Particulate Matter, Aerosols, Surface Pressure, Pressure Thickness, Relative Humidity, Sea Salt, Black Carbon, Air Mass/Density | ||
| An Ensemble Machine Learning Approach for High-Resolution Estimation of Groundwater Storage Anomalies | Yuan, Yanbin, Shen, Dongyang, Cao, Yang, Wang, Xiang, Zhang, Bo, Dong, Heng | 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 | ||
| An ensemble machine learning approach for predicting groundwater storage for sustainable management of water resources | Uddin, Mohammed Sakib, Mitra, Bijoy, Mahmud, Khaled, Rahman, Syed Masiur, Chowdhury, Shakhawat, Rahman, Muhammad Muhitur | 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, Ground Water | ||
| An Improved Parameterization Scheme for Soil Respiration Depending on Temperature and Moisture | Feng, Xiang, Yang, Kai, Wang, Chenghai | Incoming Solar Radiation, Outgoing Longwave Radiation, Soil Respiration, Methane, Plant Characteristics, Canopy Characteristics, Solar Irradiance, Humidity, Soil Texture, Precipitation Rate, Soil Moisture/Water Content, Soil Gas/Air, Atmospheric Carbon Dioxide, Carbon, Leaf Characteristics, Biomass, Dominant Species, Surface Temperature, Surface Winds, Biogeochemical Cycles, Forests, Soil Temperature | ||
| An information content approach to diagnosing and improving CLIMCAPS retrieval consistency across instruments and satellites | Smith, Nadia, Barnet, Christopher D. | Tropospheric Ozone, Tropopause, Atmospheric Chemistry, Carbon And Hydrocarbon Compounds, Methane, Outgoing Longwave Radiation, Atmospheric Temperature, Surface Temperature, Air Temperature, Skin Temperature, Upper Air Temperature, Vertical Profiles, Atmospheric Water Vapor, Layered Precipitable Water, Total Precipitable Water, Cloud Properties, Cloud Fraction, Cloud Top Temperature, Precipitation, Skin Temperature, Ocean Temperature, Sea Surface Skin Temperature, Atmospheric Ozone, Sea Level Pressure, Surface Pressure, Pressure Thickness, U/V Wind Components, U/V Wind Components, Potential Vorticity, Vertical Wind Velocity/Speed, Relative Humidity, Specific Humidity, Cloud Liquid Water/Ice, Altitude, Geopotential Height, Ozone Profiles |
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| An Innovative Approach for Forecasting Hydroelectricity Generation by | Atalay, Bektas Aykut, Zor, Kasm | 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, 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, Sea Surface Skin Temperature, Surface 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 |
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| Amplified dust cycle in Central Asia linked to desert expansion and environmental transformations since 1980 | Kang, Jian, Zan, Jinbo, Fang, Xiaomin, Zhang, Weilin, Azamdzhon, Murodov | Aerosol Optical Depth/Thickness, Atmospheric Ozone, Reflectance, Aerosol Optical Depth/Thickness, Aerosol Backscatter, Aerosol Extinction, 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, 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, Aerosols, Sulfur Dioxide, Sulfur Oxides, Sulfate, Sulfur Oxides, Emissions, UV Aerosol Index, Gas/Aerosol Composition, Deposition, Atmospheric Ozone, Reflectance, Ultraviolet Radiation |
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| An Artificial IntelligenceBased Framework for Modeling Vegetation Photosynthesis Anomalies in India Corresponding to Tropical Oceanic Variability | Varghese, Roma, Behera, Swadhin, Behera, Mukunda Dev | 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 | ||
| A high resolution, gridded product for vapor pressure deficit using Daymet | Corak, Nicholas K., Thornton, Peter E., Lowman, Lauren E. L. | Land Use/Land Cover Classification, Maximum/Minimum Temperature, 24 Hour Precipitation Amount, Snow Water Equivalent, Vapor Pressure, Shortwave Radiation, Surface Pressure, Longwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature, Plant Phenology, Enhanced Vegetation Index (EVI) |
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