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Proceedings Paper

Identifying the causes of changing the stratospheric ozone concentration using neuronic networks
Author(s): Valentin B. Kashkin; Juliy P. Lankin; Irina Yu. Sakash; Sergei V. Smirnov; Eugene A. Goncharov
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Paper Abstract

The study is focused upon revealing the precursors of the spontaneous "ozone hole" (areas of the lowered concentration of ozone) formation in the stratosphere and based on neuronic network models allowing to forecast the ozone layer dynamics with limited information available, according to satellite data (time TOC - total ozone concentration - rows). According to the study findings, forecasting such jumps is possible in principle. It is important to stress that neuronic network models are suitable for predicting TOC at the most uneven intervals of time rows. It allows to reach a conclusion on stability of ozone layer properties with the frame of the study performed.

Paper Details

Date Published: 23 February 2004
PDF: 8 pages
Proc. SPIE 5397, Tenth Joint International Symposium on Atmospheric and Ocean Optics/Atmospheric Physics. Part II: Laser Sensing and Atmospheric Physics, (23 February 2004); doi: 10.1117/12.548602
Show Author Affiliations
Valentin B. Kashkin, Krasnoyarsk State Technical Univ. (Russia)
Juliy P. Lankin, Institute of Biophysics (Russia)
Irina Yu. Sakash, Krasnoyarsk State Technical Univ. (Russia)
Sergei V. Smirnov, Institute for Optical Monitoring (Russia)
Eugene A. Goncharov, Siberian State Technological Univ. (Russia)


Published in SPIE Proceedings Vol. 5397:
Tenth Joint International Symposium on Atmospheric and Ocean Optics/Atmospheric Physics. Part II: Laser Sensing and Atmospheric Physics
Gennadii G. Matvienko; Georgii M. Krekov, Editor(s)

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