Reliable Earthquake Magnitudes for Induced Seismicity (REMIS)
Reliable Earthquake Magnitudes for Induced Seismicity (REMIS)
批准号:
NE/R001154/1
负责人:
Andy Nowacki
金额:
$54.33万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2018
资助国家:
英国
项目状态:
已结题
起止时间:
2018 至 --
中文摘要
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英文摘要
The Bowland Shale, England, contains ~1,300 trillion cubic feet of shale gas, a recoverable resource worth hundreds of billions of pounds over coming decades. If this resource is exploited, it must be done so using hydraulic fracturing ('hydrofracturing'), where fluids are injected at high pressure into the rocks to create fractures through which the gas can move. This process has transformed the USA into a gas exporter and dramatically reduced prices worldwide. Nevertheless, hazards arise from this process: hydrofracturing, alongside mining and carbon capture and storage, may induce earthquakes, which if large enough, can cause shaking at the Earth's surface that leads to damage. To mitigate the risk of such earthquakes to people and infrastructure, regulators demand that operations halt if earthquakes above a certain magnitude occur in a 'traffic light' system. However, existing methods used to characterise earthquakes do not account for the possible range of magnitudes, meaning that there will be cases where operations are incorrectly permitted to continue (or are halted) based on random variation or bias in the earthquake parameter estimates. 'False alarms' would lead to millions of pounds of lost income whilst damage from unexpected seismic events would be equally costly-and it is not even known which of these outcomes is rendered more likely by errors in earthquake magnitudes. Recent work shows that errors in event locations may be many times the stated uncertainties, directly impacting earthquake magnitude estimates. More broadly, earthquake magnitudes and locations estimated routinely by geological surveys worldwide suffer from similar trade-offs.In this technology-led proposal, we propose a new method to estimate jointly the seismic velocities of the subsurface and the locations of observed microearthquakes while varying attenuation, by using recordings from an array of seismometers at the surface. Such an arrangement is advantageous for cost and speed purposes, though is limited by uncertainty in the properties of the subsurface between the earthquakes and the stations. This fully non-linearised approach allows for the first time to calculate true tradeoffs between earthquake parameters and subsurface properties, yielding true joint probabilities that an event occurs in a certain location, and above a certain magnitude.We will apply the method to several existing datasets. One contains the magnitude 2.3 event at Preese Hall, Lancashire, which halted the testing of hydraulic fracturing in May 2011, and so is a direct recording of what might be expected in future. Another is a set of mining-induced events which were recorded at the New Ollerton coal mine in Nottinghamshire, and serves as an excellent analogue for future industrial deployments in the UK.We will also test our ability to image magma chambers beneath three volcanoes, in Bolivia and Ethiopia, using our method applied to available data. By comparing our results to those from existing methods, we will show where bias is present in traditional techniques. Our method, having been validated in several ways, will serve as a useful ground truth against which we may compare methods which do not fully account for the linked distribution of subsurface velocities and event magnitude.The overarching objective of this proposal is to develop a new method to better image the Earth and enable the creating of specific, testable hypotheses of Earth processes and structure. However, a paired, integral objective is to devise new recommendations to improve monitoring and high-value decision-making for the future of induced seismicity in the UK and worldwide. We will use the results of the work packages we describe to construct specific, probabilistic thresholds for future 'traffic light' monitoring systems, and benefit regulators, operators and the public.
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Small-scale lithospheric heterogeneity characterization using Bayesian inference and energy flux models
使用贝叶斯推理和能量通量模型进行小尺度岩石圈非均质性表征
DOI:
10.1093/gji/ggab291
发表时间:
2021
期刊:
Geophysical Journal International
影响因子:
2.8
作者:
[González Álvarez I]
通讯作者:
González Álvarez I
DOI:
10.1002/essoar.10507848.1
发表时间:
2021-08
期刊:
影响因子:
--
作者:
[A. Nowacki;S. Cottaar]
通讯作者:
A. Nowacki;S. Cottaar
Distributed Acoustic Sensing in a Greenlandic Outlet Glacier: Developing Machine Learning Approaches to Benefit Cryoseismic Data Analysis
格陵兰出口冰川中的分布式声学传感:开发机器学习方法以有益于低温地震数据分析
DOI:
10.31223/x58w7h
发表时间:
2022
期刊:
影响因子:
--
作者:
[Booth A]
通讯作者:
Booth A
DOI:
10.1093/gji/ggaa230
发表时间:
2020-05
期刊:
Geophysical Journal International
影响因子:
2.8
作者:
[Xin Zhang;C. Roy;A. Curtis;A. Nowacki;B. Baptie]
通讯作者:
Xin Zhang;C. Roy;A. Curtis;A. Nowacki;B. Baptie
Characterising hydrothermal fluid pathways beneath Aluto volcano, Main Ethiopian Rift, using shear wave splitting
使用剪切波分裂表征埃塞俄比亚主裂谷阿鲁托火山下方的热液流体路径
DOI:
10.1016/j.jvolgeores.2018.03.023
发表时间:
2018
期刊:
Journal of Volcanology and Geothermal Research
影响因子:
2.9
作者:
[Nowacki A]
通讯作者:
Nowacki A
共 9 条
Mantle Circulation Constrained (MC2): A multidisciplinary 4D Earth framework for understanding mantle upwellings
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批准号:NE/T012684/1
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项目类别:Research Grant
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资助金额:$77.0万
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财政年份:2020
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负责人:Andy Nowacki
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依托单位:
海外基金