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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| A Hybrid Physics-Guided Machine Learning for Soil Moisture Monitoring and Drought Assessment From CYGNSS in Complex Terrain | Rhadiouini, Charafa El, Jin, Shuanggen, Yeboah, Emmanuel, Sarfo, Isaac, Okrah, Abraham | 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, RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Brightness Temperature, Surface Soil Moisture, Radar Cross-Section, Radar Reflectivity |
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| A Python-Based Workflow for Producing Soil Electromagnetic Properties | Brownbridge, Todd R., Russo, Nicholas | 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 | ||
| A coupled hydrologic-agroeconomic modeling framework to evaluate adaptive irrigation strategies under groundwater withdrawal restrictions | Femeena, Pandara Valappil, Daenzer, Kathryn, Frolking, Steve, Grogan, Danielle, Nucciarone, Jeffrey, Calvin, Katherine, Lammers, Richard B., Fisher-Vanden, Karen | 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 | ||
| Stratospheric intrusions over Hong Kong: Impact and seasonality based on longterm ozonesonde records | Chen, Zhixiong, Luo, Renjie, Liu, Jane, Qie, Xiushu, Bian, Jianchun, Jiang, Rubin, Li, Dan, Bai, Zhixuan, Zhang, Hongbo, Xie, Yunhui, Zeng, Xiangting, Su, Jiajia, 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 | ||
| Strengthening influence of atmospheric rivers on global snow depth dynamics | Li, Haili, Ke, Chang-Qing, Shen, Xiaoyi, Wu, Suhui, Zhu, Qinghui, Cai, Yu, Xiao, Yao, Chen, Deliang, Lu, Xixi, Duan, Zheng, He, Liyin, Xu, Yuyue | 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 | ||
| The NASA Plankton, Aerosol, Cloud, ocean Ecosystem mission Postlaunch Airborne eXperiment (PACE-PAX) | Knobelspiesse, Kirk, Cetinic, Ivona, Cairns, Brian, Leblanc, Samuel, Ueyama, Rei | Spectral Irradiance, Scattering, POLARIZATION, CLOUD DROPLET EFFECTIVE RADIUS, Static Temperature, Airspeed/Ground Speed, Flight Data Logs, Wind Speed, Wind Direction, Atmospheric Pressure Measurements, Black Carbon, Aerosol Concentration, Aerosol Size Distribution, Cloud Condensation Nuclei, Sulfate Particles, Nitrate Particles, Organic Particles, AMMONIUM AEROSOLS, Relative Humidity, Sea Salt, Dust/Ash/Smoke, Cloud Reflectance, Cloud Top Height, Cloud Top Pressure, Cloud Optical Depth/Thickness, Cloud Liquid Water/Ice, Radiance, Aerosols, Aerosol Radiance, Downwelling Shortwave Radiation, Shortwave Downward Irradiance, ABSORBING AEROSOL OPTICAL DEPTH/THICKNESS, Angstrom Exponent, AEROSOL SINGLE SCATTERING ALBEDO, Scattering, Potential Temperature, Water Vapor Mixing Ratio Profiles, Saturation Specific Humidity, Liquid Water Content, Cloud Droplet Distribution, Aerosol Extinction, Lidar Depolarization Ratio, Lidar Backscatter, Tropospheric Ozone, Ozone Profiles, Horizontal Wind Velocity/Speed, Cloud-screened Total Column Nitrogen Dioxide (no2), Aerosol Particle Properties |
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| An uncertain future for the climate and health impacts of anthropogenic aerosols in Africa | Amooli, Joe Adabouk, Lund, Marianne T., Chowdhury, Sourangsu, Myhre, Gunnar, Johansen, Ane N., Samset, Bjrn H., Westervelt, Daniel M. | 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 | ||
| An Unusual Winter Ozone Event in Colorado | Langford, Andrew O., Aikin, Kenneth C., Alvarez, Raul J., Baidar, Sunil, Brewer, W. Alan, Brown, Steven S., Coggon, Matthew M., Cullis, Patrick D., Gilman, Jessica B., Gkatzelis, Georgios I., Helmig, Detlev, Johnson, Bryan J., Knowland, K. Emma, Kumar, Rajesh, Lamplugh, Aaron D., McCarty, Brandi J., Middlebrook, Ann M., Pfister, Gabriele, Peischl, Jeff, Petropavlovskikh, Irina, Rickly, Pamela S., Robinson, Michael A., Rollins, Andrew W., Sandberg, Scott P., Senff, Christoph J., Warneke, Carsten | 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 | ||
| Analysis of Net Primary Productivity Trends in India by Incorporating the Direct Effect of CO2 Fertilization in MODIS Data | Das, Ripan, Karmakar, Subhankar, Ghosh, Subimal | Land Use/Land Cover Classification, Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Leaf Area Index (LAI), Photosynthesis, Primary Production, Vegetation Productivity, 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, Terrain Elevation, Digital Elevation/Terrain Model (DEM), Topographical Relief Maps, 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 |
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| Analysis of CCCma Radiative Transfer Calculations for Low-Level Overcast Liquid Clouds Over ARM SGP and ENA Sites | Brendecke, Jordann, Dong, Xiquan, Xi, Baike, Zhong, Xiang, Barker, Howard W., Li, Jiangnan, Pilewskie, Peter | 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 | ||
| Aura Ozone Monitoring Instrument (OMI) Collection 4 Formaldehyde | Ayazpour, Zolal, Gonzalez Abad, Gonzalo, Nowlan, Caroline R., Sun, Kang, Kwon, HyeongAhn, Chan Miller, Christopher, Chong, Heesung, Wang, Huiqun, Liu, Xiong, Chance, Kelly, OSullivan, Ewan, Zhu, Lei, Vigouroux, Corinne, De Smedt, Isabelle, Stremme, Wolfgang, Hannigan, James W., Notholt, Justus, Sun, Xiaoyu, Palm, Mathias, Petri, Cristof, Strong, Kimberly, Rohling, Amelie N., Mahieu, Emmanuel, Smale, Dan, Te, Yao, Morino, Isamu, Murata, Isao, Nagahama, Tomoo, Kivi, Rigel, Makarova, Maria, Jones, Nicholas, Sussmann, Ralf, Zhou, Minqiang | Cloud Fraction, Cloud Top Pressure, Albedo, Anisotropy, Reflectance, Formaldehyde, Carbon And Hydrocarbon Compounds, Ultraviolet Radiance, Solar Irradiance, 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, 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, Land Use/Land Cover Classification |
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| Assessment of spatial and temporal variations in precipitation using mixing methods based on multiple precipitation products on the Chinese Loess Plateau | Zhang, YuanYuan, Zhang, MingJun, Du, QinQin, Sun, MeiPing, Che, CunWei, Li, BeiBei | 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, Precipitation, Precipitation Amount, Total Surface Precipitation Rate |
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| Assessment of the Effectiveness of GRACE Observations in Monitoring Groundwater Storage in Poland | Solovey, Tatiana, SliwinskaBronowicz, Justyna, Janica, Rafa, Brzezinska, Agnieszka | 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 | ||
| Assessment of Urban Heat Structure in Morocco | Lachkham, Mohamed Amine, Bounoua, Lahouari, Noura, Ed-Dahmany, Yacoubi-Khebiza, Mohammed | 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 | ||
| Assessment of land deformation and groundwater depletion using Sentinel-1 PS InSAR, GRACE, and Borehole data | Gulzar, Hamid, Ghuffar, Sajid, Mahmood, Syed Amer, Akhter, Saif Ullah, Arif, Hania, Kucher, Dmitry E., Tariq, Aqil | 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 | ||
| Atmospheric Aerosols Versus Total Atmospheric Deposition in Guadeloupe | XuYang, Yangjunjie, Losno, Remi, Dessert, Celine, Monna, Fabrice, Mahowald, Natalie M., Tharaud, Mickael | 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 | ||
| Beaufort sea ice loss contributes to enhanced health exposure to fire weather over Southeast Asia | Liu, Guanyu, Li, Jing, Ying, Tong, Dong, Yueming, Zhang, Zhenyu, Zhang, Chongzhao, Li, Qiurui | 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 | ||
| Benchmarking of snow water equivalent (SWE) products based on outcomes of the SnowPEx Intercomparison Project | Mudryk, Lawrence, Mortimer, Colleen, Derksen, Chris, Elias Chereque, Aleksandra, Kushner, Paul | 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, 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 Depth, Snow Melt, Snow/Ice Temperature, Leaf Area Index (LAI), Leaf Area Index (LAI), Ground Water |
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| Atmospheric Chemistry Experiment (ACE) v. 5.3 winds: validation and model comparisons | Wyatt, Matthew, Bernath, Peter F., Boone, Chris, Lavy, Leo, Johnson, Ryan | 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 | ||
| Atmospheric Semidiurnal Solar Tide Response to Sudden Stratospheric Warmings in the JAGUARDAS Whole Neutral Atmosphere Reanalysis (JAWARA) During 20042023 | Yamazaki, Y., Sato, K., Koshin, D., Yasui, R. | 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 | ||
| Background Wind Speeds Outweigh Urban Heat Islands in Downwind | Ding, Mingze, Zheng, XiaoTong, Li, Dan, Sun, Ting | 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, Land Use/Land Cover Classification, Precipitation, Precipitation Amount |
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| Air Pollutants Associated Hospitalization in Pediatric Pneumonia: A | Sitthikarnkha, Phanthila, Uppala, Rattapon, Techasatian, Leelawadee, Saengnipanthkul, Suchaorn, Niamsanit, Sirapoom, Peansukwech, Udomlack, Sutra, Sumitr, Anantasit, Nattachai, Teeratakulpisarn, Jamaree, Jenwitheesuk, Kamonwan, Kosararaksa, Pope | 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), 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 | ||
| Aerosol composition retrieval from a combination of three different spaceborne instruments: information content analysis | Stoffelmair, Ulrike, Popp, Thomas, Vountas, Marco, Bosch, Hartmut | 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, Aerosol Optical Depth/Thickness | ||
| Aerosols are critical for nowcasting climate | Gettelman, Andrew, Kahn, Ralph | 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 | ||
| Aerosols shape the vertical structure of convective overshooting in Southeast Asia through microphysical processes | Sun, Nan, Huang, Tao, Wang, Jingyu, Park, Edward, Yim, Steve H. L. | Atmospheric Water Vapor, Precipitation, Radar, 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 Ozone, Oxygen Compounds, Boundary Layer Winds, Skin Temperature |
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