High-Temporal-Resolution Rock Slope Monitoring Using Terrestrial Structure-from-Motion Photogrammetry in an Application with Spatial Resolution Limitations

被引:3
|
作者
Butcher, Bradford [1 ]
Walton, Gabriel [1 ]
Kromer, Ryan [1 ,2 ]
Gonzales, Edgard [3 ]
Ticona, Javier [3 ]
Minaya, Armando [3 ]
机构
[1] Colorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
[2] Univ Leeds, Sch Earth & Environm, Leeds LS2 9JT, England
[3] Univ Nacl San Agustin de Arequipa, Dept Geol & Geophys, Arequipa 04001, Peru
关键词
rockfall; rock slope; photogrammetry; Structure-from-Motion; monitoring; change detection; Multi-Epoch and Multi-Imagery (MEMI); IMAGES;
D O I
10.3390/rs16010066
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Research on high-temporal-resolution rock slope monitoring has tended to focus on scenarios where spatial resolution is also high. Accordingly, there is a lack of understanding of the implications for rock slope monitoring results in cases with high temporal resolution but low spatial resolution, which is the focus of this study. This study uses automatically captured photos taken at a daily frequency by five fixed-base cameras in conjunction with multi-epoch Structure-from-Motion (SfM) photogrammetric processing techniques to evaluate changes in a rock slope in Majes, Arequipa, Peru. The results of the monitoring campaign demonstrate that there are potential issues with the common notion that higher frequency change detection is always superior. For lower spatial resolutions or when only large changes are of concern, using a high-frequency monitoring method may cause small volume changes that eventually aggrade into larger areas of change to be missed, whereas most of the total volume change would be captured with lower-frequency monitoring intervals. In this study, daily change detection and volume calculation resulted in a cumulative rockfall volume of 4300 m3 over about 14 months, while change detection and volume calculation between dates at the start and end of the 14-month period resulted in a total rockfall volume of 12,300 m3. High-frequency monitoring is still the most accurate approach for evaluating slope evolution from a rockfall frequency and size distribution perspective, and it allows for the detection of short accelerations and pre-failure deformations, but longer-term comparison intervals may be required in cases where spatial resolution is low relative to temporal resolution to more accurately reflect the total volume change of a given rock slope over a long period of time.
引用
收藏
页数:26
相关论文
共 50 条
  • [21] Generation of High-Resolution Orthomosaics from Historical Aerial Photographs Using Structure-from-Motion and Lidar Data
    Suh, Ji Won
    Ouimet, William
    PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2023, 89 (01): : 37 - 46
  • [22] High-Resolution Structure-from-Motion for Quantitative Measurement of Leading-Edge Roughness
    Nielsen, Mikkel Schou
    Nikolov, Ivan
    Kruse, Emil Krog
    Garnaes, Jorgen
    Madsen, Claus Brondgaard
    ENERGIES, 2020, 13 (15)
  • [23] Integrating Physical-Based Models and Structure-from-Motion Photogrammetry to Retrieve Fire Severity by Ecosystem Strata from Very High Resolution UAV Imagery
    Fernandez-Guisuraga, Jose Manuel
    Calvo, Leonor
    Perez-Rodriguez, Luis Alfonso
    Suarez-Seoane, Susana
    FIRE-SWITZERLAND, 2024, 7 (09):
  • [24] Temporal trend evaluation in monitoring programs with high spatial resolution and low temporal resolution using geographically weighted regression models
    von Bromssen, Claudia
    Folster, Jens
    Eklof, Karin
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2023, 195 (05)
  • [25] Temporal trend evaluation in monitoring programs with high spatial resolution and low temporal resolution using geographically weighted regression models
    Claudia von Brömssen
    Jens Fölster
    Karin Eklöf
    Environmental Monitoring and Assessment, 2023, 195
  • [26] Monitoring the dynamics of ice shelf margins in Polar Regions with high-spatial- and high-temporal-resolution space-borne optical imagery
    Liu, Cheng-Chien
    Chang, Yueh-Cheng
    Huang, Stefani
    Yan, Sheng-Yun
    Wu, Frank
    Wu, An-Ming
    Kato, Soushi
    Yamaguchi, Yasushi
    COLD REGIONS SCIENCE AND TECHNOLOGY, 2009, 55 (01) : 14 - 22
  • [27] High temporal and spatial resolution environmental monitoring using flow injection with spectroscopic detection
    Hanrahan, G
    Ussher, S
    Gledhill, M
    Achterberg, EP
    Worsfold, PJ
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2002, 21 (04) : 233 - 239
  • [28] Quantifying submerged fluvial topography using hyperspatial resolution UAS imagery and structure from motion photogrammetry
    Woodget, A. S.
    Carbonneau, P. E.
    Visser, F.
    Maddock, I. P.
    EARTH SURFACE PROCESSES AND LANDFORMS, 2015, 40 (01) : 47 - 64
  • [29] The geomorphic work of the European mole (Talpa europaea): Long-term monitoring of molehills using structure-from-motion photogrammetry
    Baxter, Timothy
    Woor, Sam
    Coombes, Martin
    Viles, Heather
    EARTH SURFACE PROCESSES AND LANDFORMS, 2024,
  • [30] Monitoring Small Water Bodies Using High Spatial and Temporal Resolution Analysis Ready Datasets
    Perin, Vinicius
    Roy, Samapriya
    Kington, Joe
    Harris, Thomas
    Tulbure, Mirela G.
    Stone, Noah
    Barsballe, Torben
    Reba, Michele
    Yaeger, Mary A.
    REMOTE SENSING, 2021, 13 (24)