The detection and characterisation of geological layers, as well as the precise quantification of their geometrical properties, is of primary interest in several domains of geology. Nevertheless, geological data gathering is commonly limited by access issues during fieldwork investigations. Here we present complementary and alternative tools aimed at allowing the investigation of areas with limited accessibility, such as vertical rock faces. We used 3D point clouds acquired from Terrestrial Laser Scanning and terrestrial photogrammetry to: 1) identify and model (reconstruct) the geometry of the geological layers and 2) semi-automatically segment the different lithologies according to their intensity signature. Our results show that the presented procedures are fast, reliable and efficient compared to traditional fieldwork. In particular, the geometrical analysis led to a very detailed characterisation of the bedding planes, which couldn't be targeted with sufficient precision based on fieldwork alone. The lithological mapping procedure, which was obtained through a semi-automatic segmentation process of a single intensity channel, is highly capable since nearly all the layers were correctly attributed to their corresponding lithology. The performance of the segmentation script was closely related to our prior fieldwork investigation, yielding validation of our semi-automatic point cloud segmentation.
机构:
Univ Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Bellian, JA
Kerans, C
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Univ Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Kerans, C
Jennette, DC
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Univ Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
机构:
Univ Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USAUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Bemis, Sean P.
Micklethwaite, Steven
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Univ Western Australia, Sch Earth & Environm, CET M006, Crawley, WA 6009, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Micklethwaite, Steven
Turner, Darren
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Univ Tasmania, Sch Land & Food, Hobart, Tas 7001, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Turner, Darren
James, Mike R.
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Univ Lancaster, Lancaster Environm Ctr, Lancaster LA1 4YQ, EnglandUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
James, Mike R.
Akciz, Sinan
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Univ Calif Los Angeles, Dept Earth Planetary & Space Sci, Los Angeles, CA 90095 USAUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Akciz, Sinan
Thiele, Sam T.
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Univ Western Australia, Sch Earth & Environm, CET M006, Crawley, WA 6009, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Thiele, Sam T.
Bangash, Hasnain Ali
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Univ Western Australia, Sch Earth & Environm, CET M006, Crawley, WA 6009, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
机构:
Univ Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Bellian, JA
Kerans, C
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h-index: 0
机构:
Univ Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
Kerans, C
Jennette, DC
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h-index: 0
机构:
Univ Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USAUniv Texas, Bur Econ Geol, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
机构:
Univ Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USAUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Bemis, Sean P.
Micklethwaite, Steven
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Earth & Environm, CET M006, Crawley, WA 6009, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Micklethwaite, Steven
Turner, Darren
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tasmania, Sch Land & Food, Hobart, Tas 7001, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Turner, Darren
James, Mike R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Lancaster, Lancaster Environm Ctr, Lancaster LA1 4YQ, EnglandUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
James, Mike R.
Akciz, Sinan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Earth Planetary & Space Sci, Los Angeles, CA 90095 USAUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Akciz, Sinan
Thiele, Sam T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Earth & Environm, CET M006, Crawley, WA 6009, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA
Thiele, Sam T.
Bangash, Hasnain Ali
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Earth & Environm, CET M006, Crawley, WA 6009, AustraliaUniv Kentucky, Dept Earth & Environm Sci, Lexington, KY 40506 USA