Sensitivity of snow avalanche simulations to digital elevation model quality and resolution

被引:2
|
作者
Buehler, Yves [1 ]
Christen, Marc [1 ]
Kowalski, Julia [1 ]
Bartelt, Perry [1 ]
机构
[1] WSL Swiss Fed Inst Snow & Avalanche Res SLF, CH-7260 Davos, Switzerland
关键词
D O I
暂无
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
Digital elevation models (DEMs), represent the three-dimensional terrain and are the basic input for numerical snow avalanche dynamics simulations. DEMs can be acquired using topographic maps or remote-sensing technologies, such as photogrammetry or lidar. Depending on the acquisition technique, different spatial resolutions and qualities are achieved. However, there is a lack of studies that investigate the sensitivity of snow avalanche simulation algorithms to the quality and resolution of DEMs. Here, we perform calculations using the numerical avalance dynamics model RAMMS, varying the quality and spatial resolution of the underlying DEMs, while holding the simulation parameters constant. We study both channelized and open-terrain avalanche tracks with variable roughness. To quantify the variance of these simulations, we use well-documented large-scale avalanche events from Davos, Switzerland (winter 2007/08), and from our large-scale avalanche test site, Vallee de la Sionne (winter 2005/06). We find that the DEM resolution and quality is critical for modeled flow paths, run-out distances, deposits, velocities and impact pressures. Although a spatial resolution of similar to 25 m is sufficient for large-scale avalanche modeling, the DEM datasets must be checked carefully for anomalies and artifacts before using them for dynamics calculations.
引用
收藏
页码:72 / 80
页数:9
相关论文
共 50 条
  • [31] A continuous digital elevation representation model for DEM super-resolution
    Yao, Shun
    Cheng, Yongmei
    Yang, Fei
    Mozerov, Mikhail G.
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2024, 208 : 1 - 13
  • [32] Effects of digital elevation model resolution on derived stream network positions
    McMaster, KJ
    WATER RESOURCES RESEARCH, 2002, 38 (04)
  • [33] Effect of digital elevation model resolution on topographic correction of airborne SAR
    Goyal, SK
    Seyfried, MS
    O'Neill, PE
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 1998, 19 (16) : 3075 - 3096
  • [34] A large scale Digital Elevation Model super-resolution Transformer
    Li, Zhuoxiao
    Zhu, Xiaohui
    Yao, Shanliang
    Yue, Yong
    Garcia-Fernandez, Angel F.
    Lim, Eng Gee
    Levers, Andrew
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2023, 124
  • [35] Digital Elevation Model Quality Assessment Methods: A Critical Review
    Polidori, Laurent
    El Hage, Mhamad
    REMOTE SENSING, 2020, 12 (21) : 1 - 36
  • [36] Rapid calculation for avalanche maps by GPGPU-based snow avalanche model
    Tsai, I-Chen
    Nakamura, Takashi
    COLD REGIONS SCIENCE AND TECHNOLOGY, 2024, 223
  • [37] THE ASSESSMENT OF ORTHOPHOTO QUALITY WITH RESPECT TO THE STRUCTURE OF DIGITAL ELEVATION MODEL
    Modiri, M.
    Enayati, H.
    Ebrahimikia, M.
    INTERNATIONAL CONFERENCE ON SENSORS & MODELS IN REMOTE SENSING & PHOTOGRAMMETRY, 2015, 41 (W5): : 487 - 492
  • [38] The Importance of High Resolution Digital Elevation Models for Improved Hydrological Simulations of a Mediterranean Forested Catchment
    Rocha, Joao
    Duarte, Andre
    Silva, Margarida
    Fabres, Sergio
    Vasques, Jose
    Revilla-Romero, Beatriz
    Quintela, Ana
    REMOTE SENSING, 2020, 12 (20) : 1 - 17
  • [39] Digital elevation model grid size, landscape representation, and hydrologic simulations - Comment
    Garbrecht, J
    Martz, LW
    WATER RESOURCES RESEARCH, 1996, 32 (05) : 1461 - 1462
  • [40] Application of the snow cover model SNOWPACK to snow avalanche warning in Niseko, Japan
    Nishimura, K
    Baba, E
    Hirashima, H
    Lehning, M
    COLD REGIONS SCIENCE AND TECHNOLOGY, 2005, 43 (1-2) : 62 - 70