A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock Layer

The planning stages of dredging require comprehensive and detailed analyses. Identifying the dredging environment is one of the important points. A three-dimensional (3D) geological modeling technology has been shown to be a robust tool for representing and analyzing the conditions of geology. From...

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Main Authors: Songyu Yin, Yu Zhou
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Advances in Civil Engineering
Online Access:http://dx.doi.org/10.1155/2020/1585768
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author Songyu Yin
Yu Zhou
author_facet Songyu Yin
Yu Zhou
author_sort Songyu Yin
collection DOAJ
description The planning stages of dredging require comprehensive and detailed analyses. Identifying the dredging environment is one of the important points. A three-dimensional (3D) geological modeling technology has been shown to be a robust tool for representing and analyzing the conditions of geology. From a general perspective, a 3D model is established by some spatial surfaces. Based on a dredging project, this study investigated the estimation capability of an interpolation method of triangulation combined with BP neural network, for modeling a rock layer surface. The performance of the proposed model is compared with some conventional methods in the literature. The results showed that this interpolation method is effective to be employed for surface modeling of the rock layer.
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institution Kabale University
issn 1687-8086
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spelling doaj-art-34744d5f720c4fdfbd263d2e602680df2025-08-20T03:55:06ZengWileyAdvances in Civil Engineering1687-80861687-80942020-01-01202010.1155/2020/15857681585768A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock LayerSongyu Yin0Yu Zhou1CCCC Tianjin Dredging Co. Ltd., Tianjin Key Laboratory for Dredging Engineering Enterprises, No. 14 Mu Ning Road, Tianjin. 300457, ChinaComplex Condition Drilling Experiment Center, Jilin University, No. 6 Ximinzhu Street, Changchun. 130012, ChinaThe planning stages of dredging require comprehensive and detailed analyses. Identifying the dredging environment is one of the important points. A three-dimensional (3D) geological modeling technology has been shown to be a robust tool for representing and analyzing the conditions of geology. From a general perspective, a 3D model is established by some spatial surfaces. Based on a dredging project, this study investigated the estimation capability of an interpolation method of triangulation combined with BP neural network, for modeling a rock layer surface. The performance of the proposed model is compared with some conventional methods in the literature. The results showed that this interpolation method is effective to be employed for surface modeling of the rock layer.http://dx.doi.org/10.1155/2020/1585768
spellingShingle Songyu Yin
Yu Zhou
A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock Layer
Advances in Civil Engineering
title A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock Layer
title_full A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock Layer
title_fullStr A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock Layer
title_full_unstemmed A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock Layer
title_short A Technical Note on the Application of Interpolation Method on Modeling of 3D Surface Rock Layer
title_sort technical note on the application of interpolation method on modeling of 3d surface rock layer
url http://dx.doi.org/10.1155/2020/1585768
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