一个代的3D校正加上2D倒置程序,从2D ERT数据中删除3D效果沿堤的3D效果
Azadeh Hojat1,2
1Dipartimento di Ingegneria Civile e Ambientale, Politecnico di Milano, 20133 Milan, Italy.
Sensors (Basel, Switzerland)
|June 27, 2024
概括
本研究介绍了一种新的方法来消除3D效应在2D电阻断层扫描 (ERT) 监测堤防. 经过验证的算法迅速纠正扭曲,提高了水地风险减轻的可靠性.
科学领域:
- 地质物理学 地质物理学
- 地质技术工程 地质技术工程
- 环境监测 环境监测
背景情况:
- 2D电阻断层扫描 (ERT) 对堤的监测受到3D几何效应的挑战.
- 这些扭曲严重影响监测数据的准确性,这对于水文地质风险评估至关重要.
研究的目的:
- 开发和验证一种代算法,用于纠正堤结构的二维ERT监测数据中的3D效应.
- 通过使用来自河流堤的合成和现实世界的数据来评估算法的性能.
主要方法:
- 采用了一种代的3D校正加上2D反转程序.
- 使用Res2dmod和Res3dmod生成合成数据,用于模拟的堤防.
- 该算法在干旱和雨季后的堤防监测系统的真实ERT数据上进行了测试.
主要成果:
- 合成测试表明,即便没有事先的信息,拟议的3D效果校正算法也迅速趋同.
- 真实数据分析显示,3D 效应可以在反向电阻图像中引起实质性±50%的变化.
- 算法有效地删除了这些关键文物,确保可靠的数据.
结论:
- 开发的算法提供了一个快速和验证的解决方案,用于删除2D ERT监控中的3D效应.
- 精确的电阻图像对于生成可靠的水含量图来减轻水地质风险至关重要.
- 该方法支持近乎实时的数据处理,以有效监控堤防.
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