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Cloud Detection and Classification for S-NPP FSR CRIS Data Using Supervised Machine Learning
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019Cloud detection and classification are important and challenging in satellite infrared remote sensing. This study proposes an end-to-end cloud detection and classification method for the Cross-track Infrared Sounder (CrIS) based on big data analysis and relevant machine learning schemes.
Miao Tian +2 more
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Liquid Water Path (LWP) Retrievals from Reprocessed S-NPP ATMS Through Remapping
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019The Advanced Technology Microwave Sounder (ATMS) onboard the Suomi-National Polar-orbiting Partnership (S-NPP) is a cross-track scanning instrument with frequencies ranging from 23 to 183 GHz which allows for probing the atmospheric temperature and moisture.
Lin Lin 0010, Lihang Zhou
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Subpixel Urban Mapping Over the Conterminous U.S. (CONUS) Using S-NPP VIIRS
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019A random forest regression model was developed to estimate subpixel urban percentage using the Visible Infrared Imaging Radiometer Suite (VIIRS) data and high quality calibration information derived from the National Land Cover Database (NLCD) 2011. Accuracy assessment resulted in a mean absolute error of 3.57% and a root mean square error of 8.50%.
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Evaluating the grassland NPP dynamics in response to climate change in Tanzania
Ecological Indicators, 2021Stephanie Gleixner +2 more
exaly
Assessing the NOAA-20 and S-NPP VIIRS radiometric consistency
Earth Observing Missions and Sensors: Development, Implementation, and Characterization V, 2018Xi Shao +3 more
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