GSTDTAP  > 资源环境科学
DOI10.1029/2020WR028874
Bayesian Detection of Streamflow Response to Earthquakes
Oliver Korup; Christian H. Mohr; Michael M. Manga
2021-06-21
发表期刊Water Resources Research
出版年2021
英文摘要

Detecting whether and how river discharge responds to strong earthquake shaking can be time-consuming and prone to operator bias when checking hydrographs from hundreds of gauging stations. We use Bayesian piecewise regression models to show that up to a fifth of all gauging stations across Chile had their largest change in daily streamflow trend on the day of the Mw 8.8 Maule earthquake in 2010. These stations cluster distinctly in the near field though the number of detected streamflow changes varies with model complexity and length of time window considered. Credible seismic streamflow changes at several stations were the highest detectable in eight months, with an increased variance of discharge surpassing the variance of discharge following rainstorms. We conclude that Bayesian piecewise regression sheds new and unbiased insights on the duration, trend, and variance of streamflow response to strong earthquakes, and on how this response compares to that following rainstorms.

领域资源环境
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文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/333698
专题资源环境科学
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Oliver Korup,Christian H. Mohr,Michael M. Manga. Bayesian Detection of Streamflow Response to Earthquakes[J]. Water Resources Research,2021.
APA Oliver Korup,Christian H. Mohr,&Michael M. Manga.(2021).Bayesian Detection of Streamflow Response to Earthquakes.Water Resources Research.
MLA Oliver Korup,et al."Bayesian Detection of Streamflow Response to Earthquakes".Water Resources Research (2021).
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