RiskScape: a flexible multi-hazard risk modelling engine

被引:22
|
作者
Paulik, Ryan [1 ]
Horspool, Nick [2 ]
Woods, Richard [2 ]
Griffiths, Nick [3 ]
Beale, Tim [3 ]
Magill, Christina [2 ]
Wild, Alec [1 ]
Popovich, Benjamin [4 ]
Walbran, Glenn [3 ]
Garlick, Russel [3 ]
机构
[1] Natl Inst Water & Atmospher Res NIWA, 301 Evans Bay, Wellington 6021, New Zealand
[2] GNS Sci, 1 Fairway Dr, Lower Hutt 5010, New Zealand
[3] Catalyst IT, Level 6,150 Willis St, Wellington 6011, New Zealand
[4] Moffatt & Nichol, 1780 Hughes Landing Blvd,Suite 575, The Woodlands, TX 77380 USA
关键词
RiskScape; Risk; Multi-hazard; Multi-hazard risk; Software; Open source;
D O I
10.1007/s11069-022-05593-4
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This paper presents the architecture and features of RiskScape software. RiskScape is an open-source software with a flexible modelling engine for multi-hazard risk analysis. The RiskScape engine implements modeller-defined risk quantification workflows as 'model pipelines'. Model pipeline steps and functions analyse hazard, exposure, and vulnerability data across different spatio-temporal domains using geoprocessing and spatial sampling operations. The RiskScape engine supports deterministic and probabilistic risk quantification, with several probabilistic-based modes described in this paper. RiskScape advances modelling software for multi-hazard risk analysis through several implementation features. The RiskScape engine operates model pipelines independent of system prescribed model input data classifications or standards. Multiple hazard types, metric intensities, and temporal occurrence information is geometry processed and sampled to create coverage data of simultaneous or sequenced multi-hazard events at object-exposure locations. Escalating multi-hazard event impacts are then determined for object-exposures using scripted conditional or nested statements that apply vulnerability functions in a logical sequence of temporal hazard and impact occurrence. These model features, supported by open geospatial consortium standard geospatial data files and operations, expedite RiskScape for modelling multi-hazard risk at any geographical location or scale.
引用
收藏
页码:1073 / 1090
页数:18
相关论文
共 50 条
  • [1] RiskScape: a flexible multi-hazard risk modelling engine
    Ryan Paulik
    Nick Horspool
    Richard Woods
    Nick Griffiths
    Tim Beale
    Christina Magill
    Alec Wild
    Benjamin Popovich
    Glenn Walbran
    Russel Garlick
    Natural Hazards, 2023, 119 : 1073 - 1090
  • [2] Regional RiskScape: A Multi-Hazard Loss Modelling Tool
    Reese, S.
    King, A.
    Bell, R.
    Schmidt, J.
    MODSIM 2007: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION: LAND, WATER AND ENVIRONMENTAL MANAGEMENT: INTEGRATED SYSTEMS FOR SUSTAINABILITY, 2007, : 1681 - 1687
  • [3] Risk Perception in a Multi-Hazard Environment
    Sullivan-Wiley, Kira A.
    Gianotti, Anne G. Short
    WORLD DEVELOPMENT, 2017, 97 : 138 - 152
  • [4] Approaches to Multi-Hazard Landslide Risk Assessment
    Zhang, L. M.
    Zhang, S.
    GEOTECHNICAL SAFETY AND RELIABILITY: HONORING WILSON H. TANG, 2017, (286): : 312 - 323
  • [5] Progress in Multi-hazard Comprehensive Risk Assessment
    Yin, Jie
    Yin, Zhane
    Xu, Shiyuan
    Wang, Jun
    Zhong, Haidong
    CHINESE PERSPECTIVE ON RISK ANALYSIS AND CRISIS RESPONSE, 2010, 13 : 33 - +
  • [6] Challenges of analyzing multi-hazard risk: a review
    Kappes, Melanie S.
    Keiler, Margreth
    von Elverfeldt, Kirsten
    Glade, Thomas
    NATURAL HAZARDS, 2012, 64 (02) : 1925 - 1958
  • [7] Challenges of analyzing multi-hazard risk: a review
    Melanie S. Kappes
    Margreth Keiler
    Kirsten von Elverfeldt
    Thomas Glade
    Natural Hazards, 2012, 64 : 1925 - 1958
  • [8] Coastline at Risk: Methods for Multi-Hazard Assessment
    Soldati, Mauro
    Maquaire, Olivier
    Zezere, Jose Luis
    Piacentini, Daniela
    Lissak, Candide
    JOURNAL OF COASTAL RESEARCH, 2011, : 335 - 339
  • [9] Multi-hazard analysis in natural risk assessments
    Bell, R
    Glade, T
    RISK ANALYSIS IV, 2004, 9 : 197 - 206
  • [10] Evacuation modelling for rapid multi-hazard tabletop exercise deployment
    Filippidis, Lazaros
    Lawrence, Peter J.
    Veeraswamy, Anand
    Blackshields, Darren
    Cooney, David
    Galea, Edwin R.
    Argyris, Ilias
    SAFETY SCIENCE, 2024, 173