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 Ocean Data
List of peer-reviewed publications that cite using Ocean data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| Impact of aerosols on warm clouds over the Sichuan Basin, China in winter based on the MERRA-2 reanalysis dataset | Zhu, Shaobin, Xiao, Zhisheng, Che, Huizheng, Chen, Quanliang | 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, 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, Pressure Thickness, Cloud Fraction, Ozone Profiles, Albedo, Cloud Properties, Particle Size Distribution, Cloud Optical Depth/Thickness |
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| Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots | Sharma, Ekta, Deo, Ravinesh C., Soar, Jeffrey, Prasad, Ramendra, Parisi, Alfio V., Raj, Nawin | 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), 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, Potential Temperature, Potential Temperature, Air Mass/Density, Wind Speed, Emissions, UV Aerosol Index, Gas/Aerosol Composition, Deposition |
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| Environmental Monitoring and Assessment of Africa Regional Air Temperature Trend | Anoruo, Chukwuma Moses | 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 | ||
| Determining the relationship of evapotranspiration with precipitation and temperature over Turkey | KUZAY, Mustafa, TUNA, Mustafa, TOMBUL, Mustafa | 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 | ||
| Enhanced Methane Emission from Arctic Seas in Winter: Satellite Data | Yurganov, Leonid, Muller-Karger, Frank, Leifer, Ira | 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 |
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| Effects of binder and aggregate properties on the permanent deformation of asphalt mixtures by means of uniaxial and triaxial tests | de Barros, Larissa Montagner, do Nascimento, Luis Alberto Herrmann, Aragao, Francisco Thiago Sacramento | 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 performance of eight global gridded precipitation datasets across Iran | Navidi Nassaj, Behzad, Zohrabi, Narges, Nikbakht Shahbazi, Alireza, Fathian, Hossein | Total Surface Precipitation Rate, 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 | ||
| Correlation Investigation Between Aerosols Properties, Meteorological, and Environmental Variables During Summer Monsoon in Riau Province, Indonesia | Sari, Wilin Julian, Cahyono, Waluyo Eko, Kombara, Prawira Yudha, Adetya, Emmanuel, Hatmaja, Rahaden Bagas | Surface Pressure, Air Temperature, Specific Humidity, Surface Winds, Wind Speed, Geopotential Height, Tropopause, 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, Humidity, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone |
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| Correlation of Ground-Based and Satellite Measurements of Methane Concentration in the Surface Layer of the Atmosphere in the Tiksi Region | Rodionova, N. V. | 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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| Cooling by Cyprus Lows of Surface and Epilimnion Water in Subtropical Lake Kinneret in Rainy Seasons | Kishcha, Pavel, Lechinsky, Yury, Starobinets, Boris | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow, Heat Flux, 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 | ||
| Characteristics of Ozone pollution and the impacts of related meteorological factors in Shanxi Province, China | Chen, Ling, Xiao, Hui, Zhu, Lingyun, Guo, Xue, Wang, Wenya, Ma, Li, Guo, Wei, He, Jieying, Wang, Yan, Li, Mingming, Chen, Erping, Lan, Jie, Nan, Ruixian | Atmospheric Ozone, Carbon Monoxide, Tropospheric Ozone, Geopotential Height, Tropopause, Atmospheric Ozone, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Types, Precipitation Rate, Emissivity, Skin Temperature, Sea Surface Temperature, Methane, Sulfur Dioxide | ||
| Characteristics of the Antarctic Temperature and Specific Humidity Inversions in Airs Retrievals | Xu, Yan, Chang, Liang | 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 | ||
| Characterization of the permanent deformation of asphalt mixtures based on indexes and on pavement structural performance | Montagner de Barros, Larissa, Alberto Herrmann do Nascimento, Luis, Thiago Sacramento Aragao, Francisco, Shane Underwood, Benjamin, do Canto Pivetta, Felipe | 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 | ||
| Assimilation of GPM-retrieved ocean surface meteorology data for two snowstorm events during ICE-POP 2018 | Li, Xuanli, Roberts, Jason B., Srikishen, Jayanthi, Case, Jonathan L., Petersen, Walter A., Lee, Gyuwon, Hain, Christopher R. | Sea Surface Temperature, Wind Speed, Heat Flux, Humidity, Latent Heat Flux | ||
| A statistical model to predict and analyze air surface temperature based on remotely sensed observations | Lim, Hwee San, Rajab, Jasim, Al-Salihi, Ali, Salih, Zainab, MatJafri, Mohd. Zubir | 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 | ||
| A historical weather forecast dataset from the European Centre for Medium-Range Weather Forecasts (ECMWF) for energy forecasting | Yang, Dazhi, Wang, Wenting, Hong, Tao | 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), 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 |
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| Water vapor monitoring with IGS RTS and GPT3/VMF3 functions over Turkey | Tunal, Engin | Total Surface Precipitation Rate, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Heat Flux, 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 |
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| When the Bough Breaks: Spatial Variability of Tropospheric Ozone in the Indian Sub-continent | Saikia, Anup, Ahmed, Rekib, Sharma, Kiran, Bungnamei, Khangsembo, Pawe, Chandra Kant, Chetia, Sourav, Baruah, Ujjal D., Bhattacharyya, Prasanta, Yasmin, Syeda Rizwana, Mili, Nitashree, Sahariah, Dhrubajyoti, Thapa, Pankaj | 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 | ||
| Satellite-Based Assessment of Meteorological and Agricultural Drought in Mainland Southeast Asia | Li, Yishan, Lu, Hui, Entekhabi, Dara, Gianotti, Daniel J. Short, Yang, Kun, Luo, Caihong, Feldman, Andrew F., Wang, Wei, Jiang, Ruijie | 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, Surface Soil Moisture | ||
| Sensitivity to PBL parameterizations on the marine layer cloud simulations in the southern Indian Ocean | Gokul, T., Vellore, Ramesh K., Ayantika, D. C., Krishnan, R., Hingmire, D. | Precipitation Rate, Surface Winds, Surface Winds, Water Vapor, Cloud Liquid Water/Ice, Rain | ||
| Satellite Assessment of Some Environmental Parameters in the Region of the Iskitim Coal Mines in 20132020 | Rodionova, N. V. | 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 | ||
| Spatio-temporal distribution of pollutant trace gases (CO, CH4, O3 and NO2) in India: an observational study | Gupta, Komal, Saha, Arnab, Sen Gupta, Bhaskar | 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 | ||
| Strong Wildfires in the Russian Federation in 2021 Detected Using Satellite Data | Voronova, O. S., Gordo, K. A., Zima, A. L., Feoktistova, N. V. | 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 | ||
| The role of ENSO in atmospheric water vapor variability during cold months over Iran | Ghasemifar, Elham, Irannezhad, Masoud, Minaei, Foad, Minaei, Masoud | 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 | ||
| The influence of the summer tropospheric circulation on the observed ozone mixing ratios at a coastal site in the Eastern Mediterranean | Rizos, Konstantinos, Logothetis, Ioannis, Koukouli, Maria-Elissavet, Meleti, Charikleia, Melas, Dimitrios | Carbon Monoxide, Tropospheric Ozone, Geopotential Height, Tropopause, Methane, Atmospheric Ozone, Sulfur Dioxide, Surface Pressure, Outgoing Longwave Radiation, Surface Temperature, Air Temperature, Upper Air Temperature, Total Precipitable Water, Water Vapor Profiles, Cloud Liquid Water/Ice, Cloud Fraction, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Emissivity, Skin Temperature, Sea Surface Temperature |