Morphostructural features of deep-sea trenches of the Pacific Ocean, the problem of their origin

Polina Lemenkova (1)

1 IPE - Schmidt United Institute of Physics of the Earth [Moscow]

The report presents an overview of the classification of morphological structures of the trenches of the Pacific Ocean, performed using advanced methods of data analysis, machine learning, modeling and mapping based on GMT. The study, aimed at analyzing the variability of morphological structure in the 20 deep-sea trenches of the Pacific Ocean, is an interdisciplinary approach that combines cartographic modeling and statistical data analysis.

Mots clés: Sustainable Development; Ecology; Hazard Modeling; Risk assesmant; Volcanism; Earthquake; Deep-Sea; Pacific Ocean; machine learning; Big data; Cartography; Modelling; Mapping; Oceanology; Oceanography; Geotectonics; Geodynamics; Computer science; Programming; Data analysis; Deep learning; Earth science; Geology; Geophysics; Environment

Domaines: Informatique [cs]; Sciences de l'environnement; Algorithme et structure de données [cs.DS]; Recherche d'information [cs.IR]; Ingénierie assistée par ordinateur; Modélisation et simulation; Langage de programmation [cs.PL]; Océan, Atmosphère; Sciences de la Terre; Géomorphologie; Géophysique [physics.geo-ph]; Océanographie; Tectonique; Volcanologie; Synthèse d'image et réalité virtuelle [cs.GR]

Polina Lemenkova. Morphostructural features of deep-sea trenches of the Pacific Ocean, the problem of their origin. 2021, ⟨10.5281/zenodo.4885452⟩. ⟨hal-03246580⟩