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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| How Weather Affects over Time the Repeatability of Spectral Indices Used | van der Werff, Harald, Ettema, Janneke, Sampatirao, Akhil, Hewson, Robert | 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 | ||
| How well do global snow products characterize snow storage in High Mountain Asia? | Liu, Yufei, Fang, Yiwen, Li, Dongyue, Margulis, Steven A. | 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, Air Temperature, Skin Temperature, Specific Humidity, Water Vapor, 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, Liquid Precipitation, Albedo, Snow Depth, Snow Water Equivalent, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, 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), Geopotential Height, Altitude, Upper Air Temperature, Dew Point Temperature, Cloud Top Temperature, Atmospheric Winds, Upper Level Winds, U/V Wind Components, Vertical Wind Velocity/Speed, Atmospheric Pressure, Sea Level Pressure, Cloud Top Pressure, Sea Level Pressure, Total Precipitable Water, Cloud Liquid Water/Ice, Atmospheric Water Vapor, Atmospheric Ozone, Oxygen Compounds, Boundary Layer Winds, Total Ozone |
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| Human-Influenced Air Pollution Decrease Index (HIAPDI): A new approach to determine the human impact on the drop in NO2 air pollution due to total lockdown | Kovacs, Kamill Daniel | 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, 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 10), PARTICULATE MATTER (PM 1.0) | ||
| Hybrid deep learning models for mapping surface NO2 across China: One | Liu, Xinyi, Li, Chunyuan, Liu, Dongren, Grieneisen, Michael L., Yang, Fumo, Chen, Chao, 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 | ||
| Identifying Meteorologic and Oceanic Conditions Contributing to a Unique Phytoplankton Bloom Occurrence in Micronesia during October 2013 | Acker, James, Hunzinger, Alexis, Kuring, Norman | 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, Heat Flux, 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 Profiles, Relative Humidity, Ozone Profiles |
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| Hydrological Droughts of 20172018 Explained by the Bayesian Reconstruction of GRACE (FO) Fields | Mo, Shaoxing, Zhong, Yulong, Forootan, Ehsan, Shi, Xiaoqing, Feng, Wei, Yin, Xin, Wu, Jichun | 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, Soil Heat Budget, Soil Heat Budget, Soil Temperature, Soil Infiltration, Soil Infiltration, Surface Soil Moisture, Root Zone Soil Moisture, Soil Moisture/Water Content, Evaporation, Surface Water, Runoff Rate, Average Flow, Average Flow, Precipitation, Snow/Ice, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Albedo |
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| High concentrations of ice crystals in upper-tropospheric tropical clouds: is there a link to biomass and fossil fuel combustion? | Raga, Graciela B., Baumgardner, Darrel, Rios, Blanca, Diaz-Esteban, Yanet, Jaramillo, Alejandro, Gallagher, Martin, Sauvage, Bastien, Wolff, Pawel, Lloyd, Gary | 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 | ||
| Historical droughts manifest an abrupt shift to a wetter Tibetan Plateau | Liu, Yongwei, Liu, Yuanbo, Wang, Wen, Zhou, Han, Tian, Lide | 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 | ||
| Hop: An Emerging Crop in Subtropical Areas in Brazil | Jastrombek, Jessiane Mary, Faguerazzi, Mariana Mendes, de Cassio Pierezan, Hyan, Rufato, Leo, Sato, Alessandro Jefferson, da Silva Ricce, Wilian, Marques, Viviani Vieira, Leles, Nathalia Rodrigues, Roberto, Sergio Ruffo | 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 | ||
| Hourly and Daily PM2.5 Estimations Using MERRA2: A Machine Learning Approach | Sayeed, Alqamah, Lin, Paul, Gupta, Pawan, Tran, Nhu Nguyen Minh, Buchard, Virginie, Christopher, Sundar | 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, 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) |
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| How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing | Duarte, Henrique F., Raczka, Brett M., Bowling, David R., Wang, Aihui, Buotte, Polly C., Lin, John C. | Biomass, Carbon, 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, Soil Moisture/Water Content, Albedo, Photosynthetically Active Radiation, Respiration Rate, Atmospheric Water Vapor, Runoff, Biogeochemical Cycles, Wind Speed, Humidity, Surface Temperature, Shortwave Downward Irradiance |
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| How Close Are Leading Tropical Tropospheric Temperature Perturbations to Those under Convective Quasi-Equilibrium? | Li, Yi-Xian, Neelin, J. David, Kuo, Yi-Hung, Hsu, Huang-Hsiung, Yu, Jia-Yuh | Total Surface Precipitation Rate, 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, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Types, Precipitation Rate |
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| Exploring CYGNSS mission for surface heat flux estimates and analysis over tropical oceans | Li, Xiaohui, Yang, Jingsong, Yan, Yunwei, Li, Weiqiang | Surface Winds, Surface Winds, Wind Direction, Wind Speed, Heat Flux, Sea Surface Temperature, Radar Cross-Section, Sea Level Pressure, Air Temperature, Skin Temperature, Surface Temperature, Evaporation, Humidity, Total Precipitable Water, Water Vapor, Surface Winds, Turbulence, Wind Stress, Atmospheric Heating, Heat Flux, Radiative Flux, Conduction, Evaporation, Heat Flux, Sea Level Pressure, Turbulence, Wind Stress |
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| Evaluation of the Landsat-8 Albedo Product across the Circumpolar Domain | Erb, Angela M., Li, Zhan, Sun, Qingsong, Paynter, Ian, Wang, Zhuosen, Schaaf, Crystal | 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 | ||
| Evaluation of Northern Hemisphere snow water equivalent in CMIP6 models | Kouki, Kerttu, Raisanen, Petri, Luojus, Kari, Luomaranta, Anna, Riihela, Aku | 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), 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 | ||
| Evaluation of remotely sensed global evapotranspiration data from inland river basins | Liu, Zhaofei | 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 10), PARTICULATE MATTER (PM 1.0), 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, Precipitation, Precipitation Amount |
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| Evaluation of Version 3 Total and Tropospheric Ozone Columns From Earth Polychromatic Imaging Camera on Deep Space Climate Observatory for Studying Regional Scale Ozone Variations | Kramarova, Natalya A., Ziemke, Jerald R., Huang, Liang-Kang, Herman, Jay R., Wargan, Krzysztof, Seftor, Colin J., Labow, Gordon J., Oman, Luke D. | 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 | ||
| Evaluation of High Mountain AsiaLand Data Assimilation System (Version 1) From 2003 to 2016: 2. The Impact of Assimilating SatelliteBased Snow Cover and ... | Xue, Yuan, Houser, Paul R., Maggioni, Viviana, Mei, Yiwen, Kumar, Sujay V., Yoon, Yeosang | Air Temperature, Dew Point Temperature, Downwelling Longwave Radiation, Downwelling Shortwave Radiation, Relative Humidity, Specific Humidity, Surface Pressure, Total Surface Precipitation Rate, Wind Speed, Albedo, Snow Cover | ||
| Evaluation of Snow and Streamflows Using Noah-MP and WRF-Hydro Models in | Sthapit, Engela, Lakhankar, Tarendra, Hughes, Mimi, Khanbilvardi, Reza, Cifelli, Robert, Mahoney, Kelly, Currier, William Ryan, Viterbo, Francesca, Rafieeinasab, Arezoo | Snow Cover, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature | ||
| Evaluation of the Analysis of Record for Calibration (AORC) rainfall across Louisiana | Kim, Hanbeen, Villarini, Gabriele | Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature | ||
| New seasonal pattern of pollution emerges from changing North American wildfires | Buchholz, Rebecca R., Park, Mijeong, Worden, Helen M., Tang, Wenfu, Edwards, David P., Gaubert, Benjamin, Deeter, Merritt N., Sullivan, Thomas, Ru, Muye, Chin, Mian, Levy, Robert C., Zheng, Bo, Magzamen, Sheryl | Population Size, 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 | ||
| Near Global Distributions of Overshooting Tops Derived from Terra and Aqua MODIS Observations | Hong, Yulan, Nesbitt, Stephen W., Trapp, Robert J., Di Girolamo, Larry | Atmospheric Water Vapor, Precipitation, RADAR, 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 Ozone, Oxygen Compounds, Altitude, Boundary Layer Winds | ||
| Normalizing flow-based day-ahead wind power scenario generation for | Cramer, Eike, Paeleke, Leonard, Mitsos, Alexander, Dahmen, Manuel | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height | ||
| North Atlantic Ocean SST-gradient-driven variations in aerosol and cloud evolution along Lagrangian cold-air outbreak trajectories | Sanchez, Kevin J., Zhang, Bo, Liu, Hongyu, Brown, Matthew D., Crosbie, Ewan C., Gallo, Francesca, Hair, Johnathan W., Hostetler, Chris A., Jordan, Carolyn E., Robinson, Claire E., Scarino, Amy Jo, Shingler, Taylor J., Shook, Michael A., Thornhill, Kenneth L., Wiggins, Elizabeth B., Winstead, Edward L., Ziemba, Luke D., Saliba, Georges, Lewis, Savannah L., Russell, Lynn M., Quinn, Patricia K., Bates, Timothy S., Porter, Jack, Bell, Thomas G., Gaube, Peter, Saltzman, Eric S., Behrenfeld, Michael J., Moore, Richard H. | Geopotential Height, Atmospheric Ozone, Surface Pressure, Air Temperature, Upper Air Temperature, Atmospheric Water Vapor, Specific Humidity, U/V Wind Components, U/V Wind Components, Ozone Profiles, Ocean Chemistry, Ocean Optics, Ocean Temperature, Salinity/Density | ||
| Ozone Variability at 10 hPa Altitude in Indonesia Based on MERRA-2 Data | Kombara, Prawira Yudha, Komala, Ninong | 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 |