Please use this identifier to cite or link to this item: http://hdl.handle.net/10995/101530
Title: The forecast of the methane concentration changes for the different time periods on the arctic island bely
Authors: Medvedev, A.
Sergeev, A.
Shichkin, A.
Baglaeva, E.
Subbotina, I.
Buevich, A.
Sergeeva, M.
Issue Date: 2020
Publisher: American Institute of Physics Inc.
Citation: The forecast of the methane concentration changes for the different time periods on the arctic island bely / A. Medvedev, A. Sergeev, A. Shichkin, et al. — DOI 10.1063/5.0027180 // AIP Conference Proceedings. — 2020. — Vol. 2293. — 120019.
Abstract: The paper predicts the changes in the concentration of one of the main greenhouse gases - methane (CH4). The forecast was made for three different time periods, each of which had its own characteristics of the dynamics of changes in the concentration of CH4. Data for the study were collected while monitoring the content of the main greenhouse gases in the surface layer of atmospheric air in the Russian Arctic (Bely Island, Yamalo-Nenets Autonomous Okrug). We compared the results of the models prediction based on the two types of artificial neural networks: Elman and nonlinear autoregressive neural network with external input (NARX). NARX showed a high prediction accuracy for all studied time intervals. © 2020 American Institute of Physics Inc.. All rights reserved.
URI: http://hdl.handle.net/10995/101530
Access: info:eu-repo/semantics/openAccess
SCOPUS ID: 85097983298
PURE ID: 20396186
92988d1d-dde1-4fde-90b8-4e9f5a2386bb
ISSN: 0094243X
ISBN: 9780735440258
DOI: 10.1063/5.0027180
Appears in Collections:Научные публикации, проиндексированные в SCOPUS и WoS CC

Files in This Item:
File Description SizeFormat 
2-s2.0-85097983298.pdf948,72 kBAdobe PDFView/Open


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.