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Deep Learning Driven Detection of Tsunami Related Internal GravityWaves: a path towards open-ocean natural hazards detection. (arXiv:2308.04611v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
Tsunamis can trigger internal gravity waves (IGWs) in the ionosphere,
perturbing the Total Electron Content (TEC) - referred to as Traveling
Ionospheric Disturbances (TIDs) that are detectable through the Global
Navigation Satellite System (GNSS). The GNSS are constellations of satellites
providing signals from Earth orbit - Europe's Galileo, the United States'
Global Positioning System (GPS), Russia's Global'naya Navigatsionnaya
Sputnikovaya Sistema (GLONASS) and China's BeiDou. The real-time detection of
TIDs provides an approach for tsunami detection, enhancing early warning
systems by …
arxiv deep learning detection global gravity hazards natural navigation ocean path satellite satellites tec through