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  • 标题:Applying general markup knowledge to analyze ionograms of various ionosondes
  • 本地全文:下载
  • 作者:Vladimir Mochalov ; Anastasia Mochalova
  • 期刊名称:E3S Web of Conferences
  • 印刷版ISSN:2267-1242
  • 电子版ISSN:2267-1242
  • 出版年度:2020
  • 卷号:196
  • 页码:3002-3006
  • DOI:10.1051/e3sconf/202019603002
  • 出版社:EDP Sciences
  • 摘要:In order to improve the quality of recognition of ionograms, the use of general knowledge about the reference marking of ionograms at various points of installation of ionosondes of the same type is considered. On the basis of reference markings from two ionosondes, deep neural networks were trained to highlight reflection traces from different layers of the ionosphere. The resulting deep neural networks have been successfully applied to recognize ionograms of another type of ionosonde. The results of recognition are presented.
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