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Showing 1 to 4 of 4 for “"GOES-16"”.
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The spatial area and other attributes of GOES-16 overshooting tops as indicators of potential hail
… submission was exported from vireo on 2024-09-16 without embargo terms
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Integrating Multi-Source Weather Data for Deep Learning
… NEXRAD [3] Doppler radar reflectivity, GOES-16 [4] multi-channel satellite imagery and NCEI [1] storm events. Then, it integrates and refines data in proper formats to be fed to the open-source Detectron [5] Deep learning software package from Facebook. The integration process involves …
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Satellite-based Analysis and Forecast Evaluation of Aviation Contrails
… forecasts. Contrails are found in geostationary GOES-16 ABI imagery 2by use of a convolutional neural network. Once found, their altitude is estimated using this same imagery by another deep learning algorithm that was trained on contrails collocated in data from the satellite-based CALIOP LIDAR. …
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GOES-R Supervised Machine Learning
<p>The GOES-R series is a product line of four satellite, with two currently on-orbit (GOES-16 “East” and GOES-17 “West”). GOES-17 is susceptible to a Loop-Heat-Pipe (LHP) phenomenon where during Fall and Spring seasons, there are times of day where some of the infrared bands records inaccurate …