模拟建模材料对地形摄影测量(SfM)重建的影响

IF 2.9 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS Earth and Space Science Pub Date : 2024-09-21 DOI:10.1029/2024EA003607
Adam J. Cawood, Danielle Y. Wyrick
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引用次数: 0

摘要

无论是在自然环境中还是在实验室中,精确的地形数据对于定量结构分析都至关重要。众所周知,选择模型材料(具有适当的流变特性)是按比例物理模拟实验取得成功的基础。然而,模拟材料的光学特性及其对高分辨率地形重构的可靠性和精确性的影响(据我们所知)以前还没有进行过评估。在此,我们评估了材料成分、颜色和粒度对实验室中变形和未变形模型配置的运动结构(SfM)摄影测量重建效果的影响。摄影测量所需的图像采集是通过手持式数码相机从多个相机位置采集的,重建时使用本地坐标系中的地面控制点进行注册。静态实验表明,低反射率的颗粒材料(如硅砂、火山灰、浮石和 Al2O3)在较大的粒度范围(44-2,400 μm)内都能产生相对可靠的摄影测量数据,但较大的粒度(≥250 μm)则能提供更可靠的结果。反射性材料(如玻璃珠、湿粘土)产生的点云可靠性较低,但在湿粘土表面添加低反射性颗粒材料(如 Al2O3 晶粒)可改善重建结果,较高的晶粒密度通常会产生较低的点云残差。变形粘土模拟模型的 SfM 摄影测量重建往往在较高的延伸幅度下得到改善,这是因为模型表面出现了断层和相关纹理。我们预计,我们的研究结果将有助于从业人员提高在模拟建模实验室获取的摄影测量数据的精度和可靠性。
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Effects of Analog Modeling Materials on Topographic Photogrammetry (SfM) Reconstructions

Accurate topographic data are essential for quantitative structural analysis, both in natural settings and in the laboratory. The selection of modeling materials (with appropriate rheological properties) is known to be fundamental for the success of scaled physical analog experiments. However, the optical properties of analog materials and their impact on the reliability and precision of high-resolution topographic reconstructions have not (to our knowledge) previously been assessed. Here we evaluate the effects of material composition, color, and grain size on Structure-from-Motion (SfM) photogrammetry reconstruction efficacy for deformed and undeformed model configurations in the laboratory. Image collections for photogrammetry are acquired from multiple camera positions with a handheld digital camera, and reconstructions are registered using ground control points in a local coordinate system. Static experiments show that low reflectivity granular materials (e.g., silica sand, volcanic ash, pumice, and Al2O3) yield relatively reliable photogrammetry data for a wide range of grain sizes (44–2,400 μm) but larger grain sizes (≥250 μm) provide more robust results. Reflective materials (e.g., glass beads, wet clay) yield less reliable point-clouds but the addition of low-reflectivity granular materials (e.g., Al2O3 grains) on the surface of wet clay improves reconstruction results, with higher grain densities typically yielding lower point-cloud residuals. SfM-photogrammetry reconstruction of deformed clay analog models tends to improve at higher extension magnitudes because of fault and associated texture development on model surfaces. We anticipate that our results will help practitioners to improve the precision and reliability of photogrammetric data acquired in the analog modeling laboratory.

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来源期刊
Earth and Space Science
Earth and Space Science Earth and Planetary Sciences-General Earth and Planetary Sciences
CiteScore
5.50
自引率
3.20%
发文量
285
审稿时长
19 weeks
期刊介绍: Marking AGU’s second new open access journal in the last 12 months, Earth and Space Science is the only journal that reflects the expansive range of science represented by AGU’s 62,000 members, including all of the Earth, planetary, and space sciences, and related fields in environmental science, geoengineering, space engineering, and biogeochemistry.
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