Impact of High-Resolution Topographic Mapping on Beach Morphological Analyses Based on Terrestrial LiDAR and Object-Oriented Beach Evolution

被引:7
作者
Meng, Xuelian [1 ,2 ]
Zhang, Xukai [1 ]
Silva, Rodolfo [3 ]
Li, Chunyan [2 ,4 ]
Wang, Lei [1 ]
机构
[1] Louisiana State Univ, Dept Geog & Anthropol, Baton Rouge, LA 70803 USA
[2] Louisiana State Univ, Inst Coastal Studies, Baton Rouge, LA 70803 USA
[3] Inst Ingn UNAM, Ciudad Univ, Mexico City 54090, DF, Mexico
[4] Louisiana State Univ, Dept Oceanog & Coastal Sci, Baton Rouge, LA 70803 USA
关键词
object-oriented beach evolution; high-resolution impact; terrestrial LiDAR; wave tank; sediment change; CMA; beach profile; AIRBORNE LIDAR; SWASH ZONE; WAVE TANK; VIDEO; VEGETATION; ELEVATION; EROSION;
D O I
10.3390/ijgi6050147
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research applied terrestrial LiDAR for laboratory beach evolution experiments to quantify the impact of resolution on topographic mapping and change analyses. The multi-site registration and multi-temporal scanning processes produced high accuracy (-0.002 +/- 0.003 m) topographic models in a wave tank environment. Morphological analyses based on surface change and profiles showed that models of all resolutions were capable of capturing major sediment changes in relatively smooth areas. However, higher resolution models were necessary in areas with rough surfaces and sudden elevation changes, while coarser resolution models smoothed the roughness and underestimated feature height (e.g., peaks and troughs). Decreasing resolutions from 1 to 10 cm resulted in a 2% underestimation of erosional volumes with a linear regression of y = -0.0964x + 0.4185 (R-2 = 0.9651) and 3.5% overestimation of depositional volumes with a linear regression of y = 0.0664x + 0.3308 (R-2 = 0.3645). However, its impact on erosion and deposition volume assessment based on object-oriented beach evolution analysis is less significant, except when fragment objects dominate the sediment changes. For Coastal Morphology Analyst (CMA), the impact of resolution is more observable through 2D object mapping in terms of object size, number, and spatial distribution. Finally, wave modeling experiments proved that resolutions caused significant changes on the behavior of the maximum wave height, the shape of the wave fronts and magnitudes of the currents.
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页数:19
相关论文
共 29 条
[1]   A stereoscopic method for rapid monitoring of the spatio-temporal evolution of the sand-bed elevation in the swash zone [J].
Astruc, D. ;
Cazin, S. ;
Cid, E. ;
Eiff, O. ;
Lacaze, L. ;
Robin, P. ;
Toublanc, F. ;
Caceres, I. .
COASTAL ENGINEERING, 2012, 60 :11-20
[2]  
Coleman JM, 1998, J COASTAL RES, V14, P698
[3]   Interactions between waves, bank erosion and emergent vegetation: An experimental study in a wave tank [J].
Coops, H ;
Geilen, N ;
Verheij, HJ ;
Boeters, R ;
vanderVelde, G .
AQUATIC BOTANY, 1996, 53 (3-4) :187-198
[4]   A method to extract wave tank data using video imagery and its comparison to conventional data collection techniques [J].
Erikson, LH ;
Hanson, H .
COMPUTERS & GEOSCIENCES, 2005, 31 (03) :371-384
[5]  
Fairley I, 2016, COAST RES LIBR, V13, P273, DOI 10.1007/978-3-319-25121-9_11
[6]   Video measurement of swash zone hydrodynamics [J].
Foote, M ;
Horn, D .
GEOMORPHOLOGY, 1999, 29 (1-2) :59-76
[7]   Quantification of swash flows using video-based particle image velocimetry [J].
Holland, KT ;
Puleo, JA ;
Kooney, TN .
COASTAL ENGINEERING, 2001, 44 (02) :65-77
[8]  
Holman R.A., 1993, OCEANOGRAPHY, V6, P8
[9]   Coastal and Environmental Remote Sensing from Unmanned Aerial Vehicles: An Overview [J].
Klemas, Victor V. .
JOURNAL OF COASTAL RESEARCH, 2015, 31 (05) :1260-1267
[10]   Assessment of Available Rangeland Woody Plant Biomass with a Terrestrial Lidar System [J].
Ku, Nian-Wei ;
Popescu, Sorin C. ;
Ansley, R. James ;
Perotto-Baldivieso, Humberto L. ;
Filippi, Anthony M. .
PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2012, 78 (04) :349-361