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
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