3D 断層構造は地震群の動力を制御する
Zachary E Ross1, Elizabeth S Cochran2, Daniel T Trugman3,4
1Seismological Laboratory, California Institute of Technology, Pasadena, CA, USA. zross@caltech.edu.
まとめ
地震の群れは複雑で 2次元モデルに逆らっています ディープラーニングでは 3D 断層構造が 群生進化を制御し 地下流体注入と 流通経由での移動を 駆動しています
科学分野:
- 地理学
- 地震学
- 構造学
背景:
- 標準的な地震モデルはしばしば2Dの断層構造を単純化し 複雑な群れの行動を説明するのに苦労します
- 異なる進化パターンを特徴とする地震群は これらの簡略化されたモデルに課題を提示します
研究 の 目的:
- カリフォルニア南部の4年間の地震群を制御する 3次元断層構造を調査する
- 群生の開始,増殖,終結における流体移動の役割を理解する.
主な方法:
- 先進的な地震モニタリング技術を利用した.
- ディープラーニングのアルゴリズムで 断層構造をイメージした
- 流体移動パターンと地震活動との相関を分析した.
主要な成果:
- フォールトゾーンに下から自然流体注入が観察された.
- 流体の拡散と地震の誘発を容易にする 特定された衝突-並行チャネル
- 流体移動を阻害する 透性の障壁が 文書化されていますが 最終的には回避されました
- 異なる機械的性質の浅い断層への流体移動を明らかにした.
結論:
- スエームの進化は,断層構造の3Dの変異によって大きく影響を受けます.
- 流体注入と移動ダイナミクスは 地震群の行動の重要な要因です
- この研究は,群れの発生,成長,停止を制御する過程について,高解像度で洞察を提供している.
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