Article(id=1217789894655660144, tenantId=1146029695717560320, journalId=1146123166801305609, issueId=1217789884081820362, articleNumber=null, orderNo=null, doi=10.12404/j.issn.1671-1815.2407155, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=research-article, receivedDate=1727107200000, receivedDateStr=2024-09-24, revisedDate=1744905600000, revisedDateStr=2025-04-18, acceptedDate=null, acceptedDateStr=null, onlineDate=1768273336328, onlineDateStr=2026-01-13, pubDate=1753632000000, pubDateStr=2025-07-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1768273336328, onlineIssueDateStr=2026-01-13, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1768273336328, creator=13701087609, updateTime=1768273336328, updator=13701087609, issue=Issue{id=1217789884081820362, tenantId=1146029695717560320, journalId=1146123166801305609, year='2025', volume='25', issue='21', pageStart='8761', pageEnd='9209', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1768273333807, creator=13701087609, updateTime=1768273602927, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1217791012932604619, tenantId=1146029695717560320, journalId=1146123166801305609, issueId=1217789884081820362, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1217791012932604620, tenantId=1146029695717560320, journalId=1146123166801305609, issueId=1217789884081820362, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=9043, endPage=9051, ext={EN=ArticleExt(id=1217789895368691878, articleId=1217789894655660144, tenantId=1146029695717560320, journalId=1146123166801305609, language=EN, title=Seismic Vulnerability Analysis Method for Reinforced Concrete Frame Structures Combined with Grid Technology and Peak Acceleration: Take Reinforced Concrete Frame Structure in Chengdu as an Example, columnId=1156262729917780302, journalTitle=Science Technology and Engineering, columnName=Papers·Architectural Science, runingTitle=null, highlight=null, articleAbstract=
The previous structural seismic vulnerability analysis is generally based on the characteristics of the structure itself, it is rare to combine with the differences of engineering sites in the study area, the location differences of different engineering sites within the city are ignored. Taking Chengdu City as the research area and the three-story reinforced concrete frame structure as an example, an analysis method for the seismic vulnerability of reinforced concrete frame structures based on peak ground acceleration (PGA) and the maximum inter-story displacement angle θmax of the structure was proposed. For three-story reinforced concrete frame structures, this method conducts dynamic time-history analysis using the interlayer shear model to obtain θmax under each seismic response. Then, logarithmic linear fitting is performed on θmax and its corresponding ground motion to obtain the relationship between the two. For the Chengdu area, this method takes the historical ground motion data of Chengdu as the data basis and combines PGA calculation formula to obtain the PGA of each engineering site location in Chengdu. Furthermore, taking the maximum inter-layer displacement angle as the structural damage index and PGA as the ground motion intensity index, the highest structural failure probabilities of the structure under four different performance levels of full operation, basic operation, life safety and near collapse were studied, which were 94.1%, 89.1%, 74.7% and 40.8% respectively. Moreover, the overall changing trend of the structural failure probability at each performance level of the structure decreases from the west to the east. Therefore, the seismic construction requirements for structures in the western region can be appropriately strengthened, and those for structures in the eastern region can be appropriately relaxed, so as to save economic costs. The proposed method has certain application value in reducing the losses caused by earthquakes and provides a certain theoretical basis for the seismic design of building structures.
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以往的结构地震易损性分析一般是针对结构自身特性进行分析,很少结合研究区域的工程场地的差异性,忽略了城市内不同工程场地的位置差异性,因此,以成都市为研究区域,以三层钢筋混凝土框架结构为例,提出基于峰值加速度(peak ground acceleration,PGA)和结构最大层间位移角θmax的钢筋混凝土框架结构地震易损性分析方法。针对三层钢筋混凝土框架结构,该方法利用层间剪切模型进行动力时程分析,求得各地震响应下的θmax,再对θmax及其相对应的地震动进行对数线性拟合得到两者的关系式;针对成都市区域,该方法以成都市历史地震动资料为数据基础,结合PGA计算公式,得到成都市各个工程场地位置的PGA。进而,以最大层间位移角为结构损伤指标,以PGA为地震动强度指标,研究结构在充分运行、基本运行、生命安全和接近倒塌4个不同性能水准下的结构失效概率最高分别为94.1%、89.1%、74.7%和40.8%,且结构各性能水准的结构失效概率的总体变化趋势都是由西部向东部递减,因此可以适当加强西部地区结构的抗震构造要求,适当放宽东部地区的结构的抗震构造要求,以便节约经济成本。所提出的方法对降低地震灾害损失具有一定的应用价值,为建筑结构的抗震设计提供一定的理论依据。
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, authorsList=昌毅, 杨仁镪, 杨子健, 李革新)}, authors=[Author(id=1217860114745311876, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=changyi000814@sina.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1217860116016186001, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, authorId=1217860114745311876, language=EN, stringName=Yi CHANG, firstName=Yi, middleName=null, lastName=CHANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
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1 School of Civil & Architectural Engineering, East China University of Technology, Nanchang 330013, China
2 Department of Environmental Engineering and Architecture, Nagoya University, Nagoya 4648603, Japan, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1217860116133626519, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, authorId=1217860114745311876, language=CN, stringName=昌毅, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
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1 东华理工大学土木与建筑工程学院, 南昌 330013
2 名古屋大学环境和建筑学研究科, 名古屋 4 648603, bio={"content":"
昌毅(1979—),男,汉族,湖南益阳人,博士,副教授,硕士研究生导师。研究方向:工程结构可靠性分析、抗震分析、结构全寿命设计与维护、工程防灾及结构安全等。E-mail:changyi000814@sina.com。
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昌毅(1979—),男,汉族,湖南益阳人,博士,副教授,硕士研究生导师。研究方向:工程结构可靠性分析、抗震分析、结构全寿命设计与维护、工程防灾及结构安全等。E-mail:changyi000814@sina.com。
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3 CCCC Third Harbor Engineering Bureau Hunan Branch Co., Ltd., Zhuzhou 412000, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1217860117438055186, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, authorId=1217860117161231097, language=CN, stringName=李革新, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=
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26(1): 14-22., articleTitle=The empirical relation between M_L and M_S based on bulletin of seismological observation of Chinese stations, refAbstract=null)], funds=[Fund(id=1217860126321590508, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, awardId=52268020, language=CN, fundingSource=国家自然科学基金(52268020), fundOrder=null, country=null), Fund(id=1217860126468391154, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, awardId=202308360115, language=CN, fundingSource=中国国家留学基金(202308360115), fundOrder=null, country=null), Fund(id=1217860126581637372, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, awardId=2024-三峡锚建综-027, language=CN, fundingSource=中交第三航务工程局有限公司资助项目(2024-三峡锚建综-027), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1217860114221023809, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, xref=1, ext=[AuthorCompanyExt(id=1217860114237801029, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, companyId=1217860114221023809, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=
1 School of Civil & Architectural Engineering, East China University of Technology, Nanchang 330013, China), AuthorCompanyExt(id=1217860114283938380, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, companyId=1217860114221023809, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=
1 东华理工大学土木与建筑工程学院, 南昌 330013)]), AuthorCompany(id=1217860114434933344, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, xref=2, ext=[AuthorCompanyExt(id=1217860114443321954, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, companyId=1217860114434933344, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=
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2 名古屋大学环境和建筑学研究科, 名古屋 4 648603)]), AuthorCompany(id=1217860114569151089, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, xref=3, ext=[AuthorCompanyExt(id=1217860114585928309, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, companyId=1217860114569151089, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=
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Schematic diagram of grid transformation in Chengdu City, figureFileSmall=9Z63IEHIR+v7C4Hch7RAmQ==, figureFileBig=A7Ynsqer/C8me4QAkt7eHQ==, tableContent=null), ArticleFig(id=1217860120990630863, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图1, caption=
成都市网格化示意图, figureFileSmall=9Z63IEHIR+v7C4Hch7RAmQ==, figureFileBig=A7Ynsqer/C8me4QAkt7eHQ==, tableContent=null), ArticleFig(id=1217860121183568857, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.2, caption=
Seismic impact coefficient curve, figureFileSmall=1Cfloqg1kHYjJXJwbBfefg==, figureFileBig=OSPzYlklu6pb1e5xG17VRw==, tableContent=null), ArticleFig(id=1217860121288426464, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图2, caption=
地震影响系数曲线 α为地震影响系数;αmax为地震影响系数最大值;η1为直线下降段的下降斜率调整系数;η2为阻尼调整系数;γ为衰减指数;T为结构自振周期;Tg为特征周期
, figureFileSmall=1Cfloqg1kHYjJXJwbBfefg==, figureFileBig=OSPzYlklu6pb1e5xG17VRw==, tableContent=null), ArticleFig(id=1217860121410061289, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.3, caption=
Interlayer shear model, figureFileSmall=/81w/Hm9a/ITkW0AH8a1GA==, figureFileBig=n/JUesI7qZLTjYxNg9VMYw==, tableContent=null), ArticleFig(id=1217860121582027766, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图3, caption=
层间剪切模型 mi为楼层i的质量;hi为楼层i的高度;ki为楼层i的层间刚度
, figureFileSmall=/81w/Hm9a/ITkW0AH8a1GA==, figureFileBig=n/JUesI7qZLTjYxNg9VMYw==, tableContent=null), ArticleFig(id=1217860121712050178, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.4, caption=
Dual line restoring force model, figureFileSmall=E1hoTZV7KFNoYqHTBKIUlg==, figureFileBig=a9FE/heRWMDvbgGC7y4tkQ==, tableContent=null), ArticleFig(id=1217860121888210956, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图4, caption=
双线型恢复力模型 OA段为结构屈服前的弹性阶段,刚度为k1;xy为结构的最大弹性位移;Fy为结构达到最大弹性位移时所受到的力;AB段为结构屈服,进入塑性阶段,刚度为k2;xmax为结构在塑性阶段的最大位移;BC段为构件达到最大位移后卸载,进入弹性阶段,刚度为k1;CD段为结构反向加载,进入塑性阶段,刚度为k2;DE段为结构在塑性阶段卸载后进入弹性阶段,刚度为k1
, figureFileSmall=E1hoTZV7KFNoYqHTBKIUlg==, figureFileBig=a9FE/heRWMDvbgGC7y4tkQ==, tableContent=null), ArticleFig(id=1217860122068566041, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.5, caption=
Flowchart of seismic vulnerability analysis, figureFileSmall=m2SmCvZYVde/lifQuYS6vw==, figureFileBig=aZL0fLkkxZXptySiQOU/3Q==, tableContent=null), ArticleFig(id=1217860122173423649, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图5, caption=
地震易损性分析流程图, figureFileSmall=m2SmCvZYVde/lifQuYS6vw==, figureFileBig=aZL0fLkkxZXptySiQOU/3Q==, tableContent=null), ArticleFig(id=1217860122286669869, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.6, caption=
Inter story shear model of three-layer reinforced concrete frame structure, figureFileSmall=Z6n1jO8iDjPg7RG9c2hNrg==, figureFileBig=IXU24wQQMqc+vmQ2y5NyEg==, tableContent=null), ArticleFig(id=1217860122408304698, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图6, caption=
三层钢筋混凝土框架结构层间剪切模型, figureFileSmall=Z6n1jO8iDjPg7RG9c2hNrg==, figureFileBig=IXU24wQQMqc+vmQ2y5NyEg==, tableContent=null), ArticleFig(id=1217860122555105344, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.7, caption=
Chengdu target response spectrum, figureFileSmall=B5p30mj874SFM6T/sTTYJw==, figureFileBig=MQgPyDp09du8h3YHAiGfkQ==, tableContent=null), ArticleFig(id=1217860122672545864, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图7, caption=
成都市目标反应谱, figureFileSmall=B5p30mj874SFM6T/sTTYJw==, figureFileBig=MQgPyDp09du8h3YHAiGfkQ==, tableContent=null), ArticleFig(id=1217860122777403471, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.8, caption=
Maximum inter story displacement angle curve of each floor of the structure under different earthquake actions, figureFileSmall=KUZtEIm3Fo9xQBNz5jeGSA==, figureFileBig=KPjpUYDcidr5JLJaeHdl1Q==, tableContent=null), ArticleFig(id=1217860122903232596, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图8, caption=
不同地震作用下结构各楼层最大层间位移角曲线, figureFileSmall=KUZtEIm3Fo9xQBNz5jeGSA==, figureFileBig=KPjpUYDcidr5JLJaeHdl1Q==, tableContent=null), ArticleFig(id=1217860123058421858, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.9, caption=
The relationship between the actual value of θmax and the regression equation, figureFileSmall=G1eOViuldpiNQ9O7q1LWoA==, figureFileBig=Qr7yG14qib9dCx2xYUGCyw==, tableContent=null), ArticleFig(id=1217860123226194037, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图9, caption=
θmax实际值与回归方程的关系, figureFileSmall=G1eOViuldpiNQ9O7q1LWoA==, figureFileBig=Qr7yG14qib9dCx2xYUGCyw==, tableContent=null), ArticleFig(id=1217860123486240895, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.10, caption=
Distribution map of peak acceleration impact in Chengdu City, figureFileSmall=ax/31OObENNKjhKW4zxzbw==, figureFileBig=Y0PkRVYK73EXFt1EyMmTPg==, tableContent=null), ArticleFig(id=1217860123641430159, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图10, caption=
成都市峰值加速度影响分布图, figureFileSmall=ax/31OObENNKjhKW4zxzbw==, figureFileBig=Y0PkRVYK73EXFt1EyMmTPg==, tableContent=null), ArticleFig(id=1217860123725316248, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Fig.11, caption=
Probability distribution diagram of RC framework structure exceeding various performance levels, figureFileSmall=Bg4hO8ZZVENDdnasjtZKVg==, figureFileBig=qncP3UFtvBQ4YRvkDF2DCA==, tableContent=null), ArticleFig(id=1217860123842756769, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=图11, caption=
RC框架结构达到各性能水准的超越概率分布图, figureFileSmall=Bg4hO8ZZVENDdnasjtZKVg==, figureFileBig=qncP3UFtvBQ4YRvkDF2DCA==, tableContent=null), ArticleFig(id=1217860123960197285, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Table 1, caption=
The correspondence between PEER and the site category in “Code for Seismic Design of Buildings” (GB 50011—2010)
, figureFileSmall=null, figureFileBig=null, tableContent=
| 中国规范 | Ⅰ类场地 | Ⅱ类场地 | Ⅲ类场地 | Ⅳ类场地 |
PEER/ (m·s-1) | Vs30>510 | 260<Vs30 ≤510 | 150<Vs30 ≤260 | Vs30≤150 |
), ArticleFig(id=1217860125310763179, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=表1, caption=
PEER和《建筑抗震设计规范》(GB 50011—2010)场地类别对应关系
, figureFileSmall=null, figureFileBig=null, tableContent=
| 中国规范 | Ⅰ类场地 | Ⅱ类场地 | Ⅲ类场地 | Ⅳ类场地 |
PEER/ (m·s-1) | Vs30>510 | 260<Vs30 ≤510 | 150<Vs30 ≤260 | Vs30≤150 |
), ArticleFig(id=1217860125457563828, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Table 2, caption=
Performance level and inter story displacement angle limit of reinforced concrete frame structure
, figureFileSmall=null, figureFileBig=null, tableContent=
| 震害等级 | 基本完好 | 轻微破坏 | 中等破坏 | 严重破坏 | 倒塌 |
| θmax/rad | θmax≤ 1/450 | 1/450<θmax ≤1/300 | 1/300< θmax≤1/150 | 1/150<θmax ≤1/50 | θmax> 1/50 |
), ArticleFig(id=1217860125541449914, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=表2, caption=
钢筋混凝土框架结构的破坏状态与层间位移角限值
, figureFileSmall=null, figureFileBig=null, tableContent=
| 震害等级 | 基本完好 | 轻微破坏 | 中等破坏 | 严重破坏 | 倒塌 |
| θmax/rad | θmax≤ 1/450 | 1/450<θmax ≤1/300 | 1/300< θmax≤1/150 | 1/150<θmax ≤1/50 | θmax> 1/50 |
), ArticleFig(id=1217860125625336001, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Table 3, caption=
Limit values of inter story displacement angles for each failure stage of reinforced concrete frame structures
, figureFileSmall=null, figureFileBig=null, tableContent=
| 性能水准 | 充分运行 | 基本运行 | 生命安全 | 接近倒塌 |
| θmax/rad | 1/450 | 1/300 | 1/150 | 1/50 |
), ArticleFig(id=1217860125776330955, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=表3, caption=
钢筋混凝土框架结构各性能水准的层间位移角限值
, figureFileSmall=null, figureFileBig=null, tableContent=
| 性能水准 | 充分运行 | 基本运行 | 生命安全 | 接近倒塌 |
| θmax/rad | 1/450 | 1/300 | 1/150 | 1/50 |
), ArticleFig(id=1217860125923131604, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=EN, label=Table 4, caption=
Partial earthquake motion records
, figureFileSmall=null, figureFileBig=null, tableContent=
| RSN序号 | 震级 | PGA/g | RSN序号 | 震级 | PGA/g | RSN序号 | 震级 | PGA/g | RSN序号 | 震级 | PGA/g |
| 95 | 6.2 | 0.14 | 569 | 5.8 | 0.40 | 811 | 6.9 | 0.05 | 1087 | 6.7 | 1.78 |
| 138 | 7.4 | 0.13 | 577 | 7.3 | 0.18 | 963 | 6.7 | 0.42 | 1119 | 6.9 | 0.22 |
| 147 | 5.7 | 0.19 | 714 | 5.3 | 0.07 | 998 | 6.7 | 0.02 | 4040 | 6.6 | 1.09 |
| 165 | 6.5 | 0.27 | 739 | 6.9 | 0.25 | 1048 | 6.7 | 0.34 | 6915 | 7.0 | 0.58 |
| 450 | 6.2 | 0.08 | 802 | 6.9 | 0.19 | 1085 | 6.7 | 0.47 | 6923 | 7.0 | 0.05 |
), ArticleFig(id=1217860126036377819, tenantId=1146029695717560320, journalId=1146123166801305609, articleId=1217789894655660144, language=CN, label=表4, caption=
部分地震动记录
, figureFileSmall=null, figureFileBig=null, tableContent=
| RSN序号 | 震级 | PGA/g | RSN序号 | 震级 | PGA/g | RSN序号 | 震级 | PGA/g | RSN序号 | 震级 | PGA/g |
| 95 | 6.2 | 0.14 | 569 | 5.8 | 0.40 | 811 | 6.9 | 0.05 | 1087 | 6.7 | 1.78 |
| 138 | 7.4 | 0.13 | 577 | 7.3 | 0.18 | 963 | 6.7 | 0.42 | 1119 | 6.9 | 0.22 |
| 147 | 5.7 | 0.19 | 714 | 5.3 | 0.07 | 998 | 6.7 | 0.02 | 4040 | 6.6 | 1.09 |
| 165 | 6.5 | 0.27 | 739 | 6.9 | 0.25 | 1048 | 6.7 | 0.34 | 6915 | 7.0 | 0.58 |
| 450 | 6.2 | 0.08 | 802 | 6.9 | 0.19 | 1085 | 6.7 | 0.47 | 6923 | 7.0 | 0.05 |
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