Estimating millimeter-scale surface roughness of rock outcrops using drone-flyover structure-from-motion (SfM) photogrammetry by applying machine learning model-Reference-Cited by-同舟云学术

Estimating millimeter-scale surface roughness of rock outcrops using drone-flyover structure-from-motion (SfM) photogrammetry by applying machine learning model

Published:2024-03-27 Issue:3 Volume:17 Page:2399-2416
ISSN:1865-0473
Container-title:Earth Science Informatics
language:en
Short-container-title:Earth Sci Inform

Author:

Nakamura Takumu,Kioka Arata,Egawa Kosuke,Ishii Takuma,Yamada Yasuhiro

Funder

Fukada Geological Institute

Kyushu University

Maeda Engineering Foundation

Japan Society for the Promotion of Science

Publisher

Springer Science and Business Media LLC

Link

https://link.springer.com/content/pdf/10.1007/s12145-024-01280-z.pdf

Reference54 articles.

1. Babadagli T, Ren X, Develi K (2015) Effects of fractal surface roughness and lithology on single and multiphase flow in a single fracture: An experimental investigation. Int J Multiph Flow 68:40–58 (2015). https://doi.org/10.1016/j.ijmultiphaseflow.2014.10.004

2. Baddeley MC, Curtis A, Wood R (2004) An introduction to prior information derived from probabilistic judgements: elicitation of knowledge, cognitive bias and herding. Geol Soc Lond Spec Publ 239:15–27. https://doi.org/10.1144/GSL.SP.2004.239.01.02

3. Bemis SP, Micklethwaite S, Turner D et al (2014) Ground-based and UAV-Based photogrammetry: a multi-scale, high-resolution mapping tool for structural geology and paleoseismology. J Struct Geol 69:163–178. https://doi.org/10.1016/j.jsg.2014.10.007

4. Bi S, Yuan C, Liu C et al (2021) A survey of low-cost 3D laser scanning technology. Appl Sci 11:3938. https://doi.org/10.3390/app11093938

5. Blistan P, Kovanič Ľ, Zelizňaková V, Palková J (2016) Using UAV photogrammetry to document rock outcrops. Acta Montan Slovaca 21:154–161