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 MLS SIPS Data
List of peer-reviewed publications that cite using MLS SIPS data.
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| Title | Year Sort ascending | Author | Topic | Dataset |
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| A theoretical index for understanding distinct land relative humidity trends in observations, reanalyses, and models | Zhou, Wenyu, Leung, L. Ruby, Harrop, Bryce E., Chen, Ziming, Chang, Chuan-Chieh | Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow | ||
| A Dual-TransUNet Deep Learning Framework for Multi-Source Precipitation Merging and Improving Seasonal and Extreme Estimates | Ye, Yuchen, Qi, Zixuan, Li, Shixuan, Qi, Wei, Cai, Yanpeng, Yuan, Chaoxia | Total Surface Precipitation Rate | ||
| A Forward Modeling Approach for the Vicarious Validation of the Thermal Infrared Sensor On-Board Landsat 8 and 9 | Eon, Rehman S., Gerace, Aaron, Montanaro, Matthew | 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 | ||
| A global all-weather PWV retrieval model integrating multi-band satellite observations considering land cover types and NDVI | Xu, Yan, Wang, Yubo, Jiang, Nan, Guo, Ao, Xu, Tianhe | Atmospheric Water Vapor, Precipitation | ||
| A Holistic Assessment of Climate Change, Land Use, and Water Governance Through Complex Water Systems | Quaggio, Carolina Stager, Santarosa, Lucas Vituri, Moffatt, Philip, Sacchi, Marcelo Donadelli, Valdambrini, Bruno, Soares, Amanda Rodrigues, Boll, Jan, Gastmans, Didier | 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, Total Runoff | ||
| Corrections to the standard retrieval of total ozone column with a Dobson spectrophotometer operated at Belsk, Poland, since 1963 | Krzyscin, J. W., Rajewska-Wiech, B., Jarosawski, J. | Atmospheric Ozone, 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, Oxygen Compounds, Boundary Layer Winds, Total Ozone | ||
| Development of Machine Learning Models for Prediction of PM 2.5 Concentration Based on MERRA 2 Reanalysis ... | Kaur, Parminder, Pande, Chaitanya B., Pipal, Atar Singh | Air Temperature, Precipitation Rate, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature, 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, Relative Humidity, Specific Humidity, Atmospheric Water Vapor, Cloud Liquid Water/Ice, Cloud Fraction, Altitude, Geopotential Height, Ozone Profiles, Surface Temperature, Skin Temperature, Atmospheric Winds, Surface Winds, Atmospheric Pressure, Total Precipitable Water, Oxygen Compounds, Boundary Layer Winds |
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| Disentangling key cloud properties for precipitation retrievals from geostationary satellite data using machine learning | Choi, Hwayon, Choi, Yong-Sang, Ho, Chang-Hoi, Kim, Jinwon | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Comparison and evolution of satellite-based precipitation product for flood-prone Kunhar River basin, KPK, Pakistan | Shazaib shakeel, Dr.Mustajab Ali, Usman Ali, Hamid Mumtaz, Toseeq Tahir, Amman Abbas | Total Surface Precipitation Rate | ||
| Comparative analysis of spatial downscaling techniques for satellite-based precipitation data under varied topographic and climatic conditions | Gillani, Syed Adeel Abrar, Zafar, M. Awais, Masood, Muhammad, Abrar, Zunaira, Bukhari, Fatima | Total Surface Precipitation Rate | ||
| Comparative Assessment of IMD and CHIRPS Rainfall Products over Southern Peninsular India: A Multi-Scale Validation Study (2001-2020) | Tanakanti, Vijaya Markandeya, Bharghavi, Kandula, Lokeswara Reddy, Thotli, Krishna Reddy, Krishnareddigari | Total Surface Precipitation Rate | ||
| Decadal Changes of UV Aerosol Optical Depth in Hobart, Australia Measured With a Brewer MKIII: Relationship to Bushfire Events and Climate Indices | Nunez, Manuel, Serrano, Antonio, Love, Peter, Larson, Nels | 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 | ||
| Decadal precipitation variability and atmospheric brown cloud effects: a multi-platform assessment over the Indian subcontinent | Jangid, Manish, Dass, Avinash | Total Surface Precipitation Rate, 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 |
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| Deep learning representation of the aerosol size distribution | Barahona, Donifan, Breen, Katherine H., Block, Karoline, Darmenov, Anton | 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 | ||
| Deep learning-based adjoint modeling for daily CO estimations | Lee, Hyun-Jeong, Cho, Dongjin, Ham, Yoo-Geun | Atmospheric Carbon Monoxide, Atmospheric Ozone, Pressure Thickness, Surface Pressure, Tropospheric Ozone, Carbon Monoxide, Air Mass/Density | ||
| Dense gauge observations-based evaluation of gridded precipitation in southwest china and its implication for future data development | Zhang, Zhuqing, Zhao, Long, Jiang, Yaozhi, Zhou, Jianhong, Yu, Wenping, Luo, Qi, Zhou, Heng | Total Surface Precipitation Rate | ||
| Deriving groundwater storage anomalies based on GRACE data and drought prediction using deep learning | Tian, Yunna, Hao, LangLang, Zhang, Qi, Yuan, Hui, Zhu, YongHua | 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 | ||
| Diurnal and Seasonal Variations of Dust Transport around the Tibetan Plateau: Insights from Multi-Source Observations | Xu, Xiaofeng, Xiong, Zixu, Gong, Jianming, Zhang, Huilin, Zhao, Tianliang, He, Qing | 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) | ||
| Beyond binary maps from : a deep neural network approach to global daily mapping of net ozone production rates and sensitivities constrained by satellite ... | Souri, Amir H., Gonzalez Abad, Gonzalo, Duncan, Bryan N., Oman, Luke D. | Carbon And Hydrocarbon Compounds | ||
| Biased Aerosol Wet Deposition CAM5 Simulations: A Result of Misrepresented Convective-Stratiform Precipitation Partitioning When Benchmarked Against SPCAM | Xia, Wenwen, He, Yujun, Wang, Bin | Total Surface Precipitation Rate | ||
| Climatology and trends in spatial scales of extreme precipitation over land in the contiguous US | Chatterjee, Trinish, Touma, Danielle, Sobel, Adam, Horton, R. M. | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Cloud-based assessment of aerosol dynamics and population exposure in Southeast Asia using MERRA-2 and AERONET integration | Zheng, Zhi, Mohd Shafri, Helmi Zulhaidi, Wei, Dong, Jia, Pengfei, Yu, Shengrui, Zhu, Kailin, Mohamed Shariff, Abdul Rashid | 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) | ||
| Clustering-based evaluation of satellite rain-fall products: A novel perspective | Giarno, G, Sunusi, Nurtiti, Didiharyoni, D, Rais, Achmad, Muflihah, M, Pranoto, Bono, Rachmawardani, Agustina, Hariyanto, H, Syamsudin, Muhammad, Utomo, Bagus, Slamet, Irwan, Amri, Sayful | Total Surface Precipitation Rate | ||
| Coastal nutrient retrieval using multi-dimensional synergistic MSI/OLCI data with a group-specific feature fusion neural network | Huang, Kai, Fan, Jianchao, Ma, Yujuan | 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 | ||
| Assessment of the near surface air pollution, sources, and their potential at a tropical urban location Hyderabad, India | Jayachandran, Venugopalan Nair, Rao, Thota Narayana | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain |