Driving forces of population change following the Canterbury Earthquake Sequence, New Zealand: A multiscale geographically weighted regression approach
Driving forces of population change following the Canterbury Earthquake Sequence, New Zealand: A multiscale geographically weighted regression approach
复制标题
DOI：
10.1002/psp.2583
复制
发表时间：
2022-06
期刊：
影响因子：
--
通讯作者：
Jessica L. Colbert;Katarzyna Siła-Nowicka;Jing Yao
中科院分区：
文献类型：
--
作者：
Jessica L. Colbert;Katarzyna Siła-Nowicka;Jing Yao
坎特伯雷地震序列（CES），包括2010年和2011年的基督城地震，是新西兰历史上最致命的灾害之一。在CES之后，受影响的人口发生了流离失所，导致受影响地区的人口迁出和居住地的变化。本文研究了CES之后人口的空间变化，使用多尺度地理加权回归（MGWR）分析方法来研究坎特伯雷地区的人口变化与两个时间段（2006-2013年和2013-2018年）的潜在驱动力之间是否存在关系。这项研究的结果可以帮助为未来的地震事件决策和规划提供信息，并提高新西兰灾后恢复的土地使用政策决策的有效性。
The Canterbury Earthquake Sequence (CES), which includes the 2010 and 2011 Christchurch earthquakes, is one of the deadliest disasters in New Zealand history. Following the CES, displacement of the affected population occurred, leading to an out‐migration from affected areas and changes to places of residence. This paper investigates the spatial changes in population following the CES, using a multiscale geographically weighted regression (MGWR) analysis approach to examine if there is a relationship between population change within the Canterbury region, and potential driving forces across two time periods: 2006–2013 and 2013–2018. The findings of this study could assist in informing future decision making and planning for earthquake events and to increase the effectiveness of land use policy decisions for post‐disaster recovery in New Zealand.