Estimating the final fatalities using early reported death count from the 2023 Kahramanmaraş, Türkiye, MS 8.0–7.9 earthquake doublet and revising the estimates over time

Yan Liu, Zitao Wang, Xuemin Zhang
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Abstract

Earthquakes can cause significant damage and loss of life, necessitating immediate assessment of the resulting fatalities. Rapid assessment and timely revision of fatality estimates are crucial for effective emergency decision-making. This study using the February 6, 2023, MS 8.0 and MS 7.9 Kahramanmaraş, Türkiye earthquakes as an example to estimate the ultimate number of fatalities. An early Quick Rough Estimate (QRE) based on the number of deaths reported by the Disaster and Emergency Management Presidency of Türkiye (AFAD) is conducted, and it dynamically adjusts these estimates as new data becomes available. The range of estimates of the final number of deaths can be calculated as 31 384–56 475 based on the "the QRE of the second day multiplied by 2–3″ rule, which incorporates the reported final deaths 50 500. The Quasi-Linear and Adaptive Estimation (QLAE) ​method adaptively adjusts the final fatality estimate within two days and predicts subsequent reported deaths. The correct order of magnitude of the final death toll can be estimated as early as 13 ​hr after the MS 8.0 earthquake. In addition, additional earthquakes such as May 12, 2008, MS 8.1 Wenchuan earthquake (China), September 8, 2023, MS 7.2 Al Haouz earthquake (Morocco), November 3, 2023, MS 5.8 Mid-Western Nepal earthquake, December 18, 2023, MS 6.1 Jishishan earthquake (China), January 1, 2024, MS 7.2 Noto Peninsula earthquake (Japan) and August 8, 2023, Maui, Hawaii, fires are added again to verified the correctness of the model. The fatalities from the Maui fires are found to be approximately equivalent to those resulting from an MS 7.4 earthquake. These methods complement existing frameworks such as Quake Loss Assessment for Response and Mitigation (QLARM) and Prompt Assessment of Global.
根据2023年kahramanmaraku, t rkiye, MS 8.0-7.9级地震的早期报告死亡人数估计最终死亡人数,并随着时间的推移修改估计数
地震可能造成重大的破坏和生命损失,需要立即评估由此造成的死亡人数。快速评估和及时修订死亡估计数对于有效的应急决策至关重要。本研究以2023年2月6日发生的MS 8.0和MS 7.9 kahramanmarakei地震为例,估计最终死亡人数。根据缅甸灾害和应急管理局(AFAD)报告的死亡人数进行了早期快速粗略估计,并在获得新数据时动态调整这些估计数。最后死亡人数的估计范围可根据“第二天的死亡率乘以2-3″规则”计算为31 384-56 475人,其中包括报告的最后死亡人数50 500人。准线性和自适应估计(QLAE)方法自适应调整两天内的最终死亡估计,并预测随后报告的死亡人数。最终死亡人数的正确数量级最早可以在MS 8.0地震发生13小时后估计出来。此外,还增加了2008年5月12日、2023年9月8日中国汶川8.1级地震、2023年11月3日摩洛哥Al Haouz 7.2级地震、2023年12月18日尼泊尔中西部5.8级地震、2024年1月1日中国鸡石山6.1级地震、日本诺托半岛7.2级地震和2023年8月8日夏威夷毛伊岛大火等地震,以验证模型的正确性。毛伊岛大火造成的死亡人数大致相当于7.4级地震造成的死亡人数。这些方法补充了诸如响应和减轻地震损失评估(QLARM)和全球快速评估等现有框架。
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