NASA NTRS · 20180008812
Deepti: Deep Learning-Based Tropical Cyclone Intensity Estimation
Abstract
We present the development of a deep learning model for objective estimation of tropical cyclone intensity at a higher temporal frequency, deployment of the model in production, design and implementation of the tropical cyclone monitoring and intensity estimation system and development of an interactive portal for situational awareness and evaluation of intensity estimation.
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Maskey, Manil, Ramachandran, Rahul, Miller, J. J., Gurung, Iksha, Freitag, Brian M., Bollinger, Drew, da Silva, Daniel, Molthan, Andrew, Hain, Christopher, Cecil, Dan. 2018-12-10. Deepti: Deep Learning-Based Tropical Cyclone Intensity Estimation. https://ntrs.nasa.gov/citations/20180008812
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