High-Temporal-Resolution Rock Slope Monitoring Using Terrestrial Structure-from-Motion Photogrammetry in an Application with Spatial Resolution Limitations
被引:3
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作者:
Butcher, Bradford
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机构:
Colorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USAColorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
Butcher, Bradford
[1
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Walton, Gabriel
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机构:
Colorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USAColorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
Walton, Gabriel
[1
]
Kromer, Ryan
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机构:
Colorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
Univ Leeds, Sch Earth & Environm, Leeds LS2 9JT, EnglandColorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
Kromer, Ryan
[1
,2
]
Gonzales, Edgard
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机构:
Univ Nacl San Agustin de Arequipa, Dept Geol & Geophys, Arequipa 04001, PeruColorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
Gonzales, Edgard
[3
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Ticona, Javier
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Univ Nacl San Agustin de Arequipa, Dept Geol & Geophys, Arequipa 04001, PeruColorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
Ticona, Javier
[3
]
Minaya, Armando
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机构:
Univ Nacl San Agustin de Arequipa, Dept Geol & Geophys, Arequipa 04001, PeruColorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
Minaya, Armando
[3
]
机构:
[1] Colorado Sch Mines, Dept Geol & Geol Engn, Golden, CO 80401 USA
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.
机构:
Kyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, JapanKyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, Japan
Nakamura, Takumu
Kioka, Arata
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机构:
Kyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, Japan
Kyushu Univ, Fac Engn, Dept Earth Resources Engn, Fukuoka, Japan
Univ Tokyo, Fac Engn, Dept Syst Innovat, Tokyo, JapanKyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, Japan
Kioka, Arata
Egawa, Kosuke
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机构:
Kyushu Univ, Fac Engn, Dept Earth Resources Engn, Fukuoka, JapanKyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, Japan
Egawa, Kosuke
Ishii, Takuma
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机构:
Kyushu Univ, Grad Sch Engn, Dept Earth Resources Engn, Fukuoka, Japan
Bandung Inst Technol, Fac Min & Petr Engn, Dept Min Engineerin, Bandung, IndonesiaKyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, Japan
Ishii, Takuma
Yamada, Yasuhiro
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机构:
Kyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, Japan
Kyushu Univ, Fac Engn, Dept Earth Resources Engn, Fukuoka, JapanKyushu Univ, Grad Sch Engn, Cooperat Program Resources Engn, Fukuoka, Japan
机构:
New Mexico State Univ, ARS, USDA, Jornada Expt Range, Las Cruces, NM 88001 USANew Mexico State Univ, ARS, USDA, Jornada Expt Range, Las Cruces, NM 88001 USA
Gillan, Jeffrey K.
Karl, JasonW.
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机构:
New Mexico State Univ, ARS, USDA, Jornada Expt Range, Las Cruces, NM 88001 USANew Mexico State Univ, ARS, USDA, Jornada Expt Range, Las Cruces, NM 88001 USA
Karl, JasonW.
Elaksher, Ahmed
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机构:
Calif State Polytech Univ Pomona, Coll Engn, Dept Civil Engn, Pomona, CA 91766 USANew Mexico State Univ, ARS, USDA, Jornada Expt Range, Las Cruces, NM 88001 USA
Elaksher, Ahmed
Duniway, Michael C.
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机构:
US Geol Survey, Southwest Biol Sci Ctr, Moab, UT 84532 USANew Mexico State Univ, ARS, USDA, Jornada Expt Range, Las Cruces, NM 88001 USA