Nicola Piana Agostinetti, Christina Dahner, Savka Dineva
{"title":"利用全4D被动地震层析成像技术研究kiruna矿(30 ~ 34区块)岩石弹性的高分辨率时间变化","authors":"Nicola Piana Agostinetti, Christina Dahner, Savka Dineva","doi":"10.1007/s10950-025-10308-w","DOIUrl":null,"url":null,"abstract":"<div><p>We investigate seismic velocity changes in the rock mass related to mining induced seismic events and ore exploitation by computing a one-month long 4D elastic model of Kiirunavaara mine (Sweden). We focus on a specific mine sector, where a single <span>\\(\\varvec{M_W}\\)</span>=2.0 event occurred on May 22 (02:31 local time), damaging the infrastructure. We make use of P- and S-first-arrival times obtained from the permanent seismic system for computing the full 4D (continuous 3D volume in time) seismic velocity model of Kiruna mine using a trans-dimensional Monte Carlo sampling. The trans-dimensional approach guarantees that the resolution, both in space and in time, is strictly data-driven. Our results give the following insights into the velocity differences at the mining levels and at different time-length scales. (a) We observe a striking correlation between spatial variations of <span>\\(\\varvec{V_P}\\)</span> and ore-body geometry, confirming the robustness of the velocity model. Clay zones appear as a low <span>\\(\\varvec{V_P/V_S}\\)</span> ratio zones, as seen in previous tomographic studies. (b) High-frequency (hourly) fluctuations of the rock mass <span>\\(\\varvec{V_P}\\)</span> around the ore-passes are highly correlated with seismic sequences in the same rock volumes. In particular, <span>\\(\\varvec{V_P}\\)</span> increases rapidly when ore-passes are seismically active and <span>\\(\\varvec{V_P}\\)</span> values keep a high value for few (1-4) hours after the end of the seismic sequence. (c) The smoothed velocity model, computed as averaged model over a 2-days moving window, suggests that low-frequency <span>\\(\\varvec{V_P}\\)</span> fluctuations can be compared to stress cell measurements located closely.</p></div>","PeriodicalId":16994,"journal":{"name":"Journal of Seismology","volume":"29 4","pages":"835 - 853"},"PeriodicalIF":2.0000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10950-025-10308-w.pdf","citationCount":"0","resultStr":"{\"title\":\"High-resolution temporal variations in rock elasticity at kiruna mine (block #30 to #34) using full 4D passive seismic tomography\",\"authors\":\"Nicola Piana Agostinetti, Christina Dahner, Savka Dineva\",\"doi\":\"10.1007/s10950-025-10308-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>We investigate seismic velocity changes in the rock mass related to mining induced seismic events and ore exploitation by computing a one-month long 4D elastic model of Kiirunavaara mine (Sweden). We focus on a specific mine sector, where a single <span>\\\\(\\\\varvec{M_W}\\\\)</span>=2.0 event occurred on May 22 (02:31 local time), damaging the infrastructure. We make use of P- and S-first-arrival times obtained from the permanent seismic system for computing the full 4D (continuous 3D volume in time) seismic velocity model of Kiruna mine using a trans-dimensional Monte Carlo sampling. The trans-dimensional approach guarantees that the resolution, both in space and in time, is strictly data-driven. Our results give the following insights into the velocity differences at the mining levels and at different time-length scales. (a) We observe a striking correlation between spatial variations of <span>\\\\(\\\\varvec{V_P}\\\\)</span> and ore-body geometry, confirming the robustness of the velocity model. Clay zones appear as a low <span>\\\\(\\\\varvec{V_P/V_S}\\\\)</span> ratio zones, as seen in previous tomographic studies. (b) High-frequency (hourly) fluctuations of the rock mass <span>\\\\(\\\\varvec{V_P}\\\\)</span> around the ore-passes are highly correlated with seismic sequences in the same rock volumes. In particular, <span>\\\\(\\\\varvec{V_P}\\\\)</span> increases rapidly when ore-passes are seismically active and <span>\\\\(\\\\varvec{V_P}\\\\)</span> values keep a high value for few (1-4) hours after the end of the seismic sequence. (c) The smoothed velocity model, computed as averaged model over a 2-days moving window, suggests that low-frequency <span>\\\\(\\\\varvec{V_P}\\\\)</span> fluctuations can be compared to stress cell measurements located closely.</p></div>\",\"PeriodicalId\":16994,\"journal\":{\"name\":\"Journal of Seismology\",\"volume\":\"29 4\",\"pages\":\"835 - 853\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1007/s10950-025-10308-w.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Seismology\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10950-025-10308-w\",\"RegionNum\":4,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"GEOCHEMISTRY & GEOPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Seismology","FirstCategoryId":"89","ListUrlMain":"https://link.springer.com/article/10.1007/s10950-025-10308-w","RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"GEOCHEMISTRY & GEOPHYSICS","Score":null,"Total":0}
High-resolution temporal variations in rock elasticity at kiruna mine (block #30 to #34) using full 4D passive seismic tomography
We investigate seismic velocity changes in the rock mass related to mining induced seismic events and ore exploitation by computing a one-month long 4D elastic model of Kiirunavaara mine (Sweden). We focus on a specific mine sector, where a single \(\varvec{M_W}\)=2.0 event occurred on May 22 (02:31 local time), damaging the infrastructure. We make use of P- and S-first-arrival times obtained from the permanent seismic system for computing the full 4D (continuous 3D volume in time) seismic velocity model of Kiruna mine using a trans-dimensional Monte Carlo sampling. The trans-dimensional approach guarantees that the resolution, both in space and in time, is strictly data-driven. Our results give the following insights into the velocity differences at the mining levels and at different time-length scales. (a) We observe a striking correlation between spatial variations of \(\varvec{V_P}\) and ore-body geometry, confirming the robustness of the velocity model. Clay zones appear as a low \(\varvec{V_P/V_S}\) ratio zones, as seen in previous tomographic studies. (b) High-frequency (hourly) fluctuations of the rock mass \(\varvec{V_P}\) around the ore-passes are highly correlated with seismic sequences in the same rock volumes. In particular, \(\varvec{V_P}\) increases rapidly when ore-passes are seismically active and \(\varvec{V_P}\) values keep a high value for few (1-4) hours after the end of the seismic sequence. (c) The smoothed velocity model, computed as averaged model over a 2-days moving window, suggests that low-frequency \(\varvec{V_P}\) fluctuations can be compared to stress cell measurements located closely.
期刊介绍:
Journal of Seismology is an international journal specialising in all observational and theoretical aspects related to earthquake occurrence.
Research topics may cover: seismotectonics, seismicity, historical seismicity, seismic source physics, strong ground motion studies, seismic hazard or risk, engineering seismology, physics of fault systems, triggered and induced seismicity, mining seismology, volcano seismology, earthquake prediction, structural investigations ranging from local to regional and global studies with a particular focus on passive experiments.