Improvement of volume estimation of stockpile of earthworks using a concave hull- footprint

In the estimation of volume of stockpiles of earthworks, the question is no longer whether the data collected is dense and accurate (equipment and techniques capable of accurate data measurement are available), but how to manipulate the data to yield accurate volume estimation. Although surface mode...

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Main Authors: David N. SIRIBA, Sammy M. MATARA, Sammy M. MUSYOKA
Format: Article
Language:English
Published: Geo-SEE Institute 2015-12-01
Series:Micro, Macro & Mezzo Geoinformation
Subjects:
Online Access:http://mmm-gi.geo-see.org/wp-content/uploads/MMM-GI_5/Siriba_D-Matara_S-Musyouka_S.pdf
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author David N. SIRIBA
Sammy M. MATARA
Sammy M. MUSYOKA
author_facet David N. SIRIBA
Sammy M. MATARA
Sammy M. MUSYOKA
author_sort David N. SIRIBA
collection DOAJ
description In the estimation of volume of stockpiles of earthworks, the question is no longer whether the data collected is dense and accurate (equipment and techniques capable of accurate data measurement are available), but how to manipulate the data to yield accurate volume estimation. Although surface modeling through TIN yields more accurate volumes than grid modeling, the delineation of footprint of the stockpile remains one of the main sources of errors in volume determination due to spurious surfaces created within the convex hull of the TIN model. In this paper, an approach for automatic delineation of the stockpile footprint based on a concave hull is introduced. A concave hull as a geometry (usually point data) container is realized by minimizing the enclosing planimetric area and it is usually not unique. Several algorithms for creating concave hulls are suggested, in this paper an algorithm based on Delaunay triangulation and linear referencing was used to create the concave hull. A comparison of volume estimations of stockpiles taking into consideration the footprint via convex hull, concave hull and manually delineated outline showed that volumes based on the concave hull are closer in value to volumes based on manually delineated footprint. Therefore in the absence of points manually picked to represent the outline of a footprint, the concave hull can be relied on.
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spelling doaj.art-41b5cf23fee94e209b7ecfb8e64b8f142022-12-22T02:12:39ZengGeo-SEE InstituteMicro, Macro & Mezzo Geoinformation1857-90001857-90192015-12-0151125Improvement of volume estimation of stockpile of earthworks using a concave hull- footprintDavid N. SIRIBA0 Sammy M. MATARA1Sammy M. MUSYOKA2University of Nairobi, Department of Geospatial and Space Technology, University of Nairobi, Department of Geospatial and Space Technology, University of Nairobi, Department of Geospatial and Space Technology, In the estimation of volume of stockpiles of earthworks, the question is no longer whether the data collected is dense and accurate (equipment and techniques capable of accurate data measurement are available), but how to manipulate the data to yield accurate volume estimation. Although surface modeling through TIN yields more accurate volumes than grid modeling, the delineation of footprint of the stockpile remains one of the main sources of errors in volume determination due to spurious surfaces created within the convex hull of the TIN model. In this paper, an approach for automatic delineation of the stockpile footprint based on a concave hull is introduced. A concave hull as a geometry (usually point data) container is realized by minimizing the enclosing planimetric area and it is usually not unique. Several algorithms for creating concave hulls are suggested, in this paper an algorithm based on Delaunay triangulation and linear referencing was used to create the concave hull. A comparison of volume estimations of stockpiles taking into consideration the footprint via convex hull, concave hull and manually delineated outline showed that volumes based on the concave hull are closer in value to volumes based on manually delineated footprint. Therefore in the absence of points manually picked to represent the outline of a footprint, the concave hull can be relied on.http://mmm-gi.geo-see.org/wp-content/uploads/MMM-GI_5/Siriba_D-Matara_S-Musyouka_S.pdfvolume of earthworkstinconcave hulllinear referencingfootprint delineation
spellingShingle David N. SIRIBA
Sammy M. MATARA
Sammy M. MUSYOKA
Improvement of volume estimation of stockpile of earthworks using a concave hull- footprint
Micro, Macro & Mezzo Geoinformation
volume of earthworks
tin
concave hull
linear referencing
footprint delineation
title Improvement of volume estimation of stockpile of earthworks using a concave hull- footprint
title_full Improvement of volume estimation of stockpile of earthworks using a concave hull- footprint
title_fullStr Improvement of volume estimation of stockpile of earthworks using a concave hull- footprint
title_full_unstemmed Improvement of volume estimation of stockpile of earthworks using a concave hull- footprint
title_short Improvement of volume estimation of stockpile of earthworks using a concave hull- footprint
title_sort improvement of volume estimation of stockpile of earthworks using a concave hull footprint
topic volume of earthworks
tin
concave hull
linear referencing
footprint delineation
url http://mmm-gi.geo-see.org/wp-content/uploads/MMM-GI_5/Siriba_D-Matara_S-Musyouka_S.pdf
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