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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| Hydrological modelling for post-monsoon agricultural drought assessment and implications for the agro-economy | Pandey, Varsha, Srivastava, Prashant Kumar, Das, Pulakesh, Behera, Mukunda Dev, Rajasekaran, Eswar | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height | ||
| Optical flow of temperature reveals climate change patterns for agriculture and forestry | Shumilo, Leonid, Skakun, Sergii | 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 | ||
| New evidence for CH4 enhancement in the upper troposphere associated with the Asian summer monsoon | Tao, Mengchu, Cai, Zhaonan, Zhu, Sihong, Liu, Yi, Feng, Liang, Fang, Shuangxi, Yi, You, Bian, Jianchun | Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone, Tropospheric Ozone, Sulfur Dioxide, Surface Temperature, Cloud Droplet Concentration/Size, Cloud Optical Depth/Thickness, Cloud Fraction, Cloud Types, Precipitation Rate, Brightness Temperature |
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| Modelling climatic variable impacts on ground-level ozone in Malaysia using backward trajectory and Generative Additive Models | Chee, F. P., Ooi, M. C.-G., Wong, Y. J., Sentian, J., Dayou, J., Latif, M. T., Chang, J. H.-W. | 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, Extreme Drought, Heat/Cold Wave Frequency/Intensity, Extreme Precipitation, Precipitation Rate |
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| Non-uniform thermal behavior of single-layer spherical reticulated shell structures considering time-variant environmental factors: analysis and design | Xu, Wucheng, Zheng, Xiaoqing, Zhang, Xuanhe, Lai, Zhejie, Shen, Yanbin | 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 | ||
| Monitoring the drought in Southern Africa from space-borne GNSS-R and SMAP data | Edokossi, Komi, Jin, Shuanggen, Mazhar, Usman, Molina, Inigo, Calabia, Andres, Ullah, Irfan | Total Surface Precipitation Rate, 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 |
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| Monthly and annual oscillation of methane and ozone in eastern India using Sentinel-5P TROPOMI: assessment and validation | Ghosh, Argha, Manna, Sudipta | Atmospheric Ozone, Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone |
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| On the correlation between earthquakes and prior ionospheric scintillations over the ocean: A study using GNSS-R data between 2017 and 2021 | Boudriki Semlali, Badr-Eddine, Molina, Carlos, Park, Hyuk, Camps, Adriano | 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 | ||
| On the shortterm impact of pollution: The effect of PM 2.5 on emergency room visits | Dardati, Evangelina, de Elejalde, Ramiro, Giolito, Eugenio | 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 | ||
| Estimating the lifetime and emission of ammonia based on IASI satellite data | Chen, Ye, Xie, Yu, Guan, Jian, Qian, Zhengwei, Chen, Jie, Shao, Lixuan, Tong, Jiping, Li, Long, Yue, Yang | 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 | ||
| Estimation of regional-scale near real time reference evapotranspiration using remote sensing and weather data to improve agriculture advisory | Soni, Anil Kumar, Tripathi, Jayant Nath, Ghosh, Kripan, Singh, Priyanka, Sateesh, M., Singh, K. K. | 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 | ||
| Embedding a novel phenology model into the Common Land Model for improving the modeling of land-atmosphere fluxes | Gui, Hanliang, Xin, Qinchuan, Zhou, Xuewen, Xiong, Zhenhua, Xiao, Kun | 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 | ||
| Emissions from Military Training: Evidence from Australia | Lee, Wang-Sheng, Tran, Trang | 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), 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 Pressure, Surface Winds, Geopotential Height, Atmospheric Carbon Monoxide, Carbon Monoxide, Atmospheric Ozone |
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| Effects of global warming on drought onset in China | Wang, Su-Ping, Zhang, Qiang, Liu, Yu-Zhi, Yue, Ping, Wang, Jin-Song | 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 | ||
| Effects of particulate matter (PM2. 5) concentration and components on mortality in chronic kidney disease patients: a nationwide spatialtemporal analysis | Leonetti, Alessia, Peansukwech, Udomlack, Charnnarong, Jain, Chaon, Ubon, Suttiprapa, Sutas, Anutrakulchai, Sirirat | 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 | ||
| Evaluating the effects of heatwave events on hydrological processes in the contiguous United States (20032022) | Hao, Yuefeng, Mao, Jiafu, Jin, Mingzhou, Wang, Yaoping, Tang, Rongyun, Lee, Zhe Weng | 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 | ||
| Correction to: Long-term spatio-temporal trends in atmospheric aerosols and trace gases over Pakistan using remote sensing | Javed, Muhammad Adil, Mehmood, Usman, Tariq, Salman, Haq, Zia ul | 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), Tropopause, Surface Pressure, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Sea Surface Temperature, Skin Temperature, Carbon Monoxide, Geopotential Height, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone |
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| Does information disclosure mitigate air pollution? Evidence from China | Yu, Sitian, Liang, Yinhe, Wang, Hongyu | 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, 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) | ||
| Drought Characteristics and Drought-Induced Effects on Vegetation in Sri Lanka | Somasundaram, Deepakrishna, Zhu, Jianfeng, Zhang, Yuan, Nie, Yueping, Zhang, Zongke, Yu, Lijun | 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 | ||
| Drought Dynamics in the Nile River Basin: Meteorological, Agricultural, and Groundwater Drought Propagation | Nigatu, Zemede M., You, Wei, Melesse, Assefa M. | 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 | ||
| Contribution of surface and cloud radiative feedbacks to Greenland Ice Sheet meltwater production during 20022023 | Ryan, Jonathan C. | 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, 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, Total Ozone | ||
| Long-term variations of global dust emissions and climate control | Wang, Ning, Zhang, Yuanyuan | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height, 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 | ||
| Machine learning algorithms applied to wildfire data in California's central valley | Hernandez, Kassandra, Hoskins, Aaron B. | 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, Precipitation Rate, Water Vapor Flux | ||
| Mapping groundwater potential zone in the subarnarekha basin, India, using a novel hybrid multi-criteria approach in Google earth Engine | Singha, Chiranjit, Swain, Kishore Chandra, Pradhan, Biswajeet, Rusia, Dinesh Kumar, Moghimi, Armin, Ranjgar, Babak | 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 | ||
| Microscale Updrafts Within Northeast US Coastal Snowstorms Using High-Resolution Cloud Radar Measurements | Oue, Mariko, Colle, Brian A., Yuter, Sandra E., Kollias, Pavlos, Yeh, Phillip, Tomkins, Laura M. | Radar Reflectivity, Doppler Velocity, SPECTRUM WIDTH, Upper Level Winds, Atmospheric Pressure Measurements, Relative Humidity, Humidity Mixing Ratio, Wind Speed, Wind Direction |