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A study about the improvement of the interpretative accuracy of compound geophysical explorations by self-organizing maps
http://hdl.handle.net/10112/5636
http://hdl.handle.net/10112/563616ebfe6f-483d-41d4-b674-3444ab169c20
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
KU-1100-20100907-02.pdf (768.4 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2011-11-25 | |||||
| タイトル | ||||||
| タイトル | A study about the improvement of the interpretative accuracy of compound geophysical explorations by self-organizing maps | |||||
| 言語 | en | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
| 資源タイプ | conference paper | |||||
| 著者 |
Yamamoto, Tatsuru
× Yamamoto, Tatsuru× 楠見, 晴重× Yamamoto, Tsuyoshi× Tsuji, Takeshi |
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| 著者別名 | ||||||
| 識別子Scheme | WEKO | |||||
| 識別子 | 24785 | |||||
| 姓名 | 山本, 龍 | |||||
| 著者別名 | ||||||
| 識別子Scheme | WEKO | |||||
| 識別子 | 24787 | |||||
| 姓名 | 山本, 剛 | |||||
| 著者別名 | ||||||
| 識別子Scheme | WEKO | |||||
| 識別子 | 24788 | |||||
| 姓名 | 辻, 健 | |||||
| 概要 | ||||||
| 内容記述タイプ | Other | |||||
| 内容記述 | In Japan, in the high economic growth period in 1960’s, a great number of slopes were formed to construct many roads. Now, the slopes have been aging, it is important to estimate the health of the aging slope and maintain slopes effectually. So, in situs, we usually carry out seismic wave method, surface wave method, electric method, electromagnetic wave method, frequency domain electromagnetic method and so on. However, there is not the technique to compound and interpret the result of each geophysical exploration in a numerical formula of the engineering now. Therefore, we notice to self-organizing maps (SOM) used widely in a field of the information processing engineering, and tried to interpret multidimensional data by integrating. In this paper, we classified the ground property by self-organizing maps. The classification result is relatively conformal with boring data. Therefore, it is recognized that it can be used to improve the interpretative accuracy of compound geophysical explorations. And, it can be shown that this technique is effective to estimate of the ground property of the aging slope. | |||||
| 書誌情報 |
Proceeding of EIT-JSCE Symposium on Engineering for Geo-Hazards:Earthquakes and Landslides-for Surface and Subsurface Structures 発行日 2010-09-06 |
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| 著者版フラグ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
