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Hardware and software complex for monitoring oil pollution of sea aquatories
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Paper Abstract

A program for recognizing oil spill on the sea surface, based on an artificial intelligence element, was developed and tested on the example of real oil pollution in Peter the Great Bay for use on an unmanned aerial vehicle. The feature of the spectra of broadband radiation ascending from the sea surface is analyzed. It is concluded that the method of recording the spectra of the ascending radiation can be used to detect heavy oil fractions on the sea surface. A software algorithm for the formation of datasets of spectra of induced fluorescence of sea water containing various dissolved grades of petroleum products has been developed and tested. A machine learning procedure has been carried out to create a program element for classifying the type of oil hydrocarbons dissolved in seawater.

Paper Details

Date Published: 18 December 2019
PDF: 5 pages
Proc. SPIE 11208, 25th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics, 112084Q (18 December 2019); doi: 10.1117/12.2540782
Show Author Affiliations
O. A. Bukin, Maritime State Univ. named after G.I. Nevelskoi (Russian Federation)
D. Yu. Proschenko, Maritime State Univ. named after G.I. Nevelskoi (Russian Federation)
Far Eastern Federal Univ. (Russian Federation)
A. A. Chekhlenok, Maritime State Univ. named after G.I. Nevelskoi (Russian Federation)
I. O. Bukin, Maritime State Univ. named after G.I. Nevelskoi (Russian Federation)
D. A. Korovetskiy, Maritime State Univ. named after G.I. Nevelskoi (Russian Federation)
S. S. Golik, Far Eastern Federal Univ. (Russian Federation)
Institute of Automation and Control Processes (Russian Federation)
A. Yu. Mayor, Far Eastern Federal Univ. (Russian Federation)
Institute of Automation and Control Processes (Russian Federation)
I. V. Sokolova, Maritime State Univ. named after G.I. Nevelskoi (Russian Federation)
A. V. Nadezhkin, Maritime State Univ. named after G.I. Nevelskoi (Russian Federation)


Published in SPIE Proceedings Vol. 11208:
25th International Symposium on Atmospheric and Ocean Optics: Atmospheric Physics
Oleg A. Romanovskii; Gennadii G. Matvienko, Editor(s)

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