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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| Assessing Flash Drought Development and Propagation Across the Contiguous United States Using Remote Sensing | Zeraati, Masoud, Farahmand, Alireza, Seager, Richard, Fowler, Hayley J., Madani, Nima, Parazoo, Nicholas, Manning, Colin, White, Christopher J., Wen, Yixin, Mehran, Ali, AghaKouchak, Amir | 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, Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, Latent Heat Flux, Precipitation, Precipitation Amount, Tropopause, 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, Water Vapor Profiles, Cloud Liquid Water/Ice, Outgoing Longwave Radiation, Methane, Atmospheric Ozone |
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| Assessment and intercomparison of 23 global satellite and model-based soil moisture products using cosmic ray neutron sensing observations over Europe | Helili, Pariha, Li, Xiaojun, Wigneron, Jean-Pierre, De Lannoy, Gabrielle, Peng, Jian, Frappart, Frederic, Zeng, Jiangyuan, Xiao, Yao, Karthikeyan, L., de Rosnay, Patricia, Xing, Zanpin, Ebtehaj, Ardeshir, Colliander, Andreas, Konkathi, Preethi, Zhang, Ke, Fan, Lei | 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 | ||
| Assessing the Impacts of Long-Term Weather Variability and Urban Development on Crop Production to Analyze Food Security in Iran | Garajeh, Mohammad Kazemi, Kamran, Khalil Valizadeh, Feizizadeh, Bakhtiar, Khorrami, Behnam | Land Use/Land Cover Classification, Evapotranspiration, Photosynthesis, Primary Production, Latent Heat Flux, Precipitation, Rain, Precipitation Amount, Precipitation Rate, Snow | ||
| Al-Based LVB's Water Storage Products | Awange, Joseph L. | 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 | ||
| An algorithm to retrieve peroxyacetyl nitrate from AIRS | Laughner, Joshua L., Kulawik, Susan S., Payne, Vivienne H. | Peroxyacetyl Nitrate, Brightness Temperature, Infrared Radiance, Dust/Ash/Smoke, Sulfur Dioxide, Atmospheric Emitted Radiation, Emissivity, Optical Depth/Thickness, Radiative Flux, Reflectance, Transmittance, Clouds, Cloud Condensation Nuclei, Cloud Droplet Concentration/Size, Cloud Liquid Water/Ice, Cloud Optical Depth/Thickness, Cloud Precipitable Water, Cloud Asymmetry, Cloud Ceiling, Cloud Frequency, Cloud Height, Cloud Top Pressure, Cloud Top Temperature, Cloud Vertical Distribution, Cloud Emissivity, Cloud Radiative Forcing, Cloud Reflectance, Cloud Types |
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| An Effective Monitoring of Evolving Groundwater Drought via Multivariate | Ghaneei, Parnian, Moradkhani, Hamid | Land Surface/Agriculture Indicators, Drought Indices, Satellite Soil Moisture Index, Surface Pressure, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Humidity, Convection, Surface Winds, Rain, Land Surface Temperature | ||
| An assessment of a CO2 transport model simulations using | Das, Chiranjit, Kunchala, Ravi Kumar, Patra, Prabir K., Chandra, Naveen, Ishijima, Kentaro, Machida, Toshinobu | Biomass Burning, Halocarbons And Halogens, Trace Gases/Trace Species, Sulfur Compounds, Air Quality, Atmospheric Carbon Monoxide, Atmospheric Ozone, Non-methane Hydrocarbons/Volatile Organic Compounds, Fossil Fuel Burning, Industrial Emissions, Atmospheric Carbon Dioxide, Carbonaceous Aerosols |
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| An assessment of regional variations in cloud characteristics using machine learning models: a case study over north-western and north-eastern regions of India | Mevada, Niyati, Srivastava, Rohit, Shah, Ruchita, Sharma, Som | 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 | ||
| A multi-scale investigation of rainfall drivers over Metro Manila, Philippines using empirical orthogonal function analysis | Llorin, Alyssa Gewell A., Dairaku, Koji | Total Surface Precipitation Rate | ||
| A hybrid machine learning model for flood prediction with recursive feature elimination informed by training performance | Gong, Liying, Woo, Wai Lok, Wu, Yue Ivan, Zheng, Xiujuan | RADAR IMAGERY, Terrain Elevation, Topographical Relief Maps, Digital Elevation/Terrain Model (DEM), Land Use/Land Cover Classification, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain, Total Surface Precipitation Rate |
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| A Machine Learning approach for Total Water storage anomaly eXtension back to 1980 (ML-TWiX) | Saemian, Peyman, Tourian, Mohammad J., Douch, Karim, Foster, James, Gou, Junyang, Wiese, David, AghaKouchak, Amir, Sneeuw, Nico | Sea Surface Height, Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| A new index used to characterise the extent of Antarctic marine coastal winds in climate projections | Cable, Archie, Caton Harrison, Thomas, Kent, Elizabeth, Cornes, Richard, Bracegirdle, Thomas J. | 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 | ||
| 25-years study (20002024) of extreme precipitation following heatwaves in the Middle East: Regional patterns, trends, and atmospheric drivers | Ghasemifar, Elham, Planche, Celine, Baray, Jean-Luc, Almazroui, Mansour, Rashid, Irfan Ur, Moradi, Sakine, Topuz, Muhammet | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| 2025 California Wildfire Observations Using Single FieldofView Sounder Atmospheric Products (SiFSAP) | Lei, Liqiao, Liu, Xu, Wu, Wan, Xiong, Xiaozhen, Yang, Qiguang, Larar, Allen M. | 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, Brightness Temperature, Infrared Radiance, Clouds, Cloud Frequency, REFLECTED INFRARED, Visible Radiance, Cloud Properties, Cloud Top Height, Cloud Emissivity, Aerosol Optical Depth/Thickness, Angstrom Exponent, Methane, Sulfur Dioxide |
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| A climate-adapted framework for multi-temporal resource assessment of global horizontal irradiance under changing atmospheric conditions | Ahmad, Momina, Zeeshan, Muhammad | 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 | ||
| A Benchmark Dataset for Satellite-Based Estimation and Detection of Rain | Pfreundschuh, Simon, Arulraj, Malarvizhi, Behrangi, Ali, Bogerd, Linda, Calheiros, Alan James Peixoto, Casella, Daniele, Dolatabadi, Neda, Guilloteau, Clement, Gong, Jie, Kummerow, Christian D., Kirstetter, Pierre, Lee, Gyuwon, Maahn, Maximilian, Milani, Lisa, Panegrossi, Giulia, Palharini, Rayana, Petkovic, Veljko, Ryu, Soorok, Sano, Paolo, Tan, Jackson | Atmospheric Water Vapor, Precipitation | ||
| A Decadal Survey of the Near-Surface Seismic Velocity Response to Hydrological Variations in Utah, United States | Feng, KuanFu, Denolle, Marine, Lin, FanChi, van Dam, Tonie | Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Evaporation, Evapotranspiration, Rain, Snow, Canopy Characteristics, Leaf Characteristics, Vegetation Cover, Soil Moisture/Water Content, Soil Temperature, Albedo, Land Surface Temperature, Snow Water Equivalent, Runoff | ||
| Abiotic Conditions for the Formation of Pelagic Phytoplankton Community in the Volga River Delta | Kostyleva, Anna V., Sapozhnikov, Philipp V., Kostianoy, Andrey G., Migali, Dragosh I., Murzakova, Yulia V., Litvinov, Kirill V., Blagova, Yulia A. | Air Temperature, Precipitation Rate, 24 Hour Maximum Temperature, 24 Hour Minimum Temperature | ||
| A Survey of Applications of the NASA GEOS-CF Global Atmospheric Composition Forecasts: case studies for NASA open data and Earth science to action | Malings, Carl A., Shah, Viral, Wales, Pamela A., Knowland, K. Emma, Keller, Christoph A., Wayman, Callum, Ardizzone, Joseph, Ott, Lesley, Pawson, Steven, Jenness, Amy, Rau, Austin, Mao, Jingqiu, Dong, Zhiwei, Johnson, Matthew S., Roots, Maurice, Mandarino, Felipe, Lazrak, Noussair, Cardenas, Beatriz, Mwaniki, George | Air Quality, Particulates, Dust/Ash/Smoke, Particulate Matter, Particulate Matter Concentrations | ||
| A Synoptic-Scale Anticyclone Bridging Typhoon In-Fa (2021) and the | Liu, Jiayi, Tao, Li, Wang, Yuqing | Precipitation, Precipitation Amount, Precipitation Rate, Snow, Rain | ||
| Bulk radiativeconvective equilibrium is common over midlatitude land | Matthews, Aidan, McColl, Kaighin A., Kuang, Zhiming | 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, 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, Sea Surface Skin Temperature | ||
| Biogeochemistry of Dissolved Manganese in the Western North Pacific | Yang, Yichao, Ren, Jingling, Liu, Qian, Zhang, Jing, Zhang, Ruifeng, Cai, Yihua, Zhou, Kuanbo | Atmospheric Water Vapor, Precipitation | ||
| Changes in ambient ozone concentrations from urban to remote areas in Japan during the COVID-19 pandemic period in April and May, 2020 | Itahashi, Syuichi, Shimadera, Hikari, Irie, Hitoshi, Kitayama, Kyo, Chatani, Satoru | Nitrogen Dioxide | ||
| Carbon capture and storage as a bridging technology in Germany's energy transition | Honig, Laura, Hamacher, Thomas, Kuhn, Philipp | 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 | ||
| Carbon dioxide (CO2) variations across India: Synthesis of observations | Kunchala, Ravi Kumar, Girach, Imran, Das, Chiranjit, Jain, Chaithanya, Deb Burman, Pramit Kumar, Pathakoti, Mahesh, Patra, Prabir K., Tiwari, Yogesh K., Ratnam, M. Venkat, Sinha, Vinayak, Valsala, Vinu, Naja, Manish, Venkataramani, S., Chandra, Naveen, Babu, S Suresh, Pandya, Mehul R, Hakkim, Haseeb, Datta, Savita, Jain, Vaishnavi | Carbon Flux |