Article(id=1149741763155375028, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1149741761771258326, articleNumber=1003-3033(2024)02-0015-07, orderNo=null, doi=10.16265/j.cnki.issn1003-3033.2024.02.0107, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1691942400000, receivedDateStr=2023-08-14, revisedDate=1699718400000, revisedDateStr=2023-11-12, acceptedDate=null, acceptedDateStr=null, onlineDate=1752049397505, onlineDateStr=2025-07-09, pubDate=1709049600000, pubDateStr=2024-02-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1752049397505, onlineIssueDateStr=2025-07-09, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1752049397505, creator=13701087609, updateTime=1752049397505, updator=13701087609, issue=Issue{id=1149741761771258326, tenantId=1146029695717560320, journalId=1146031787341344770, year='2024', volume='34', issue='2', pageStart='1', pageEnd='252', issueExtLink='null', onlineDate='null', pubDate='null', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=0, createTime=1752049397175, creator=13701087609, updateTime=1756468934610, updator=13701087609, preIssue=null, nextIssue=null, ext={EN=IssueExt(id=1168278645379440971, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1149741761771258326, language=EN, specialIssueTitle=, coverIllustrator=, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1168278645379440972, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1149741761771258326, language=CN, specialIssueTitle=, coverIllustrator=, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null}, startPage=15, endPage=21, ext={EN=ArticleExt(id=1149741763948098491, articleId=1149741763155375028, tenantId=1146029695717560320, journalId=1146031787341344770, language=EN, title=Construction of safety and security incident causation model from a safety and security intelligence perspective, columnId=1149735801703023337, journalTitle=China Safety Science Journal, columnName=Safety science theory and safety system science, runingTitle=null, highlight=null, articleAbstract=

In order to clarify the mechanism of safety and security incident causation from a safety and security intelligence perspective,and to consolidate the theoretical foundation for the investigation,analysis and prevention,and control of safety and security incidents from a safety and security intelligence perspective,research on safety and security incident causation model from a safety and security intelligence perspective was conducted. Firstly,according to the model for safety and security intelligence-safety and security behavior double loops,this paper analyzed the causes of safety and security incidents from a safety and security intelligence perspective. Secondly,the safety and security incident causation model from a safety and security intelligence perspective was constructed and explained. Finally,this paper analyzed the application of the safety and security incident causation model from a safety and security intelligence perspective with a safety and security incident on Line X of a city metro. The research shows that the safety and security incident causation model from a safety and security intelligence perspective is a safety and security incident causation system consisting of a safety and security intelligence loop and a safety and security behavior loop. According to this model,safety and security intelligence failures in the safety and security intelligence loop can lead to the disruption and collapse of the safety and security behavior loop of the system,resulting in a safety and security incident in the system.

, correspAuthors=Yanfeng LI, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, authorCompany=null, fund=null, authors=null, authorsList=Yuanjie WANG, Bing WANG, Yanfeng LI, Zhiyong SHI), CN=ArticleExt(id=1149741776593924249, articleId=1149741763155375028, tenantId=1146029695717560320, journalId=1146031787341344770, language=CN, title=安全情报视域下的安全事件致因模型构建, columnId=1149735801837241068, journalTitle=中国安全科学学报, columnName=安全科学理论与安全系统科学, runingTitle=null, highlight=null, articleAbstract=

为明晰安全情报视域下的安全事件致因机制,夯实安全情报视域下安全事件调查分析与防控理论基础,开展安全情报视域下的安全事件致因模型研究。首先,根据安全情报-安全行为双循环模型,分析安全情报视域下的安全事件成因;其次,构建并解析安全情报视域下的安全事件致因模型;最后,以某市地铁X号线安全事件为例,应用分析安全情报视域下的安全事件致因模型。结果表明:安全情报视域下的安全事件致因模型是由安全情报循环与安全行为循环构成的一个安全事件致因系统。根据该模型,安全情报循环过程中出现的安全情报失误问题会引发系统的安全行为循环紊乱和崩溃,从而导致系统内发生安全事件。

, correspAuthors=李燕峰, authorNote=null, correspAuthorsNote=
** 李燕峰(1979—),男,河南郑州人,博士,讲师,主要从事数据安全与学科数据系统管理等方面的研究。E-mail:
, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=2SupfMMhQHyZngMCRlCigQ==, magXml=uAyNWEQmNiB01LxUtlnCUw==, pdfUrl=null, pdf=aH5UtynbTiA9cMfWlIolMw==, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=Qj2qIw4F9ufYgZFRwjoTYg==, mapNumber=null, authorCompany=null, fund=null, authors=

王渊洁 (1996—),男,陕西渭南人,博士研究生,主要研究方向为安全(应急)情报学、国家安全学与安全科学基础理论。E-mail:

王 秉 教授

, authorsList=王渊洁, 王秉, 李燕峰, 史志勇)}, authors=[Author(id=1168128784864654312, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=jay_wangyj@163.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1168128784982094829, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128784864654312, language=EN, stringName=Yuanjie WANG, firstName=Yuanjie, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, 3, address=1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China
2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China
3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1168128785045009390, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128784864654312, language=CN, stringName=王渊洁, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, 3, address=1 中南大学 资源与安全工程学院,湖南 长沙 410083
2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083
3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083, bio={"img":"ZMuHCVZE7HL3xXi+dsKPDQ==","content":"

王渊洁 (1996—),男,陕西渭南人,博士研究生,主要研究方向为安全(应急)情报学、国家安全学与安全科学基础理论。E-mail:

"}, bioImg=ZMuHCVZE7HL3xXi+dsKPDQ==, bioContent=

王渊洁 (1996—),男,陕西渭南人,博士研究生,主要研究方向为安全(应急)情报学、国家安全学与安全科学基础理论。E-mail:

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1168128784457806805, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=1, ext=[AuthorCompanyExt(id=1168128784462001110, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784470389719, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 中南大学 资源与安全工程学院,湖南 长沙 410083)]), AuthorCompany(id=1168128784575247322, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=2, ext=[AuthorCompanyExt(id=1168128784592024539, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784600413148, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083)]), AuthorCompany(id=1168128784701076447, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=3, ext=[AuthorCompanyExt(id=1168128784709465056, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784717853665, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083)])]), Author(id=1168128785200198640, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1168128785321833460, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128785200198640, language=EN, stringName=Bing WANG, firstName=Bing, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, 3, address=1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China
2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China
3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1168128785439273973, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128785200198640, language=CN, stringName=王秉, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, 3, address=1 中南大学 资源与安全工程学院,湖南 长沙 410083
2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083
3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083, bio={"content":"

王 秉 教授

"}, bioImg=null, bioContent=

王 秉 教授

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1168128784457806805, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=1, ext=[AuthorCompanyExt(id=1168128784462001110, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784470389719, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 中南大学 资源与安全工程学院,湖南 长沙 410083)]), AuthorCompany(id=1168128784575247322, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=2, ext=[AuthorCompanyExt(id=1168128784592024539, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784600413148, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083)]), AuthorCompany(id=1168128784701076447, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=3, ext=[AuthorCompanyExt(id=1168128784709465056, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784717853665, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083)])]), Author(id=1168128785506382839, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=liyanfeng@csu.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1168128785598657529, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128785506382839, language=EN, stringName=Yanfeng LI, firstName=Yanfeng, middleName=null, lastName=LI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=4, **, address=4 Office of Discipline Management,Central South University,Changsha Hunan 410083,China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1168128785690932218, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128785506382839, language=CN, stringName=李燕峰, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=4, **, address=4 中南大学 学科建设办公室,湖南 长沙 410083, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1168128784784962531, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=4, ext=[AuthorCompanyExt(id=1168128784793351140, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784784962531, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4 Office of Discipline Management,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784801739749, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784784962531, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4 中南大学 学科建设办公室,湖南 长沙 410083)])]), Author(id=1168128785850315772, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1168128785988727808, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128785850315772, language=EN, stringName=Zhiyong SHI, firstName=Zhiyong, middleName=null, lastName=SHI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, 3, address=1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China
2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China
3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1168128786055835648, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, authorId=1168128785850315772, language=CN, stringName=史志勇, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, 2, 3, address=1 中南大学 资源与安全工程学院,湖南 长沙 410083
2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083
3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1168128784457806805, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=1, ext=[AuthorCompanyExt(id=1168128784462001110, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784470389719, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 中南大学 资源与安全工程学院,湖南 长沙 410083)]), AuthorCompany(id=1168128784575247322, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=2, ext=[AuthorCompanyExt(id=1168128784592024539, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784600413148, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083)]), AuthorCompany(id=1168128784701076447, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=3, ext=[AuthorCompanyExt(id=1168128784709465056, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784717853665, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083)])])], keywords=[Keyword(id=1168128786248773633, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, orderNo=1, keyword=safety and security intelligence), Keyword(id=1168128786349436930, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, orderNo=2, keyword=safety and security incident), Keyword(id=1168128786454294531, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, orderNo=3, keyword=causation model), Keyword(id=1168128786592706564, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, orderNo=4, keyword=safety and security behavior), Keyword(id=1168128786647232517, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, orderNo=5, keyword=safety and security intelligence failure), Keyword(id=1168128786718535686, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, orderNo=1, keyword=安全情报), Keyword(id=1168128786823393287, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, orderNo=2, keyword=安全事件), Keyword(id=1168128786970193928, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, orderNo=3, keyword=致因模型), Keyword(id=1168128787096023049, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, orderNo=4, keyword=安全行为), Keyword(id=1168128787205074954, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, orderNo=5, keyword=安全情报失误)], refs=[Reference(id=1168128788912156698, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2020, volume=39, issue=9, pageStart=157, pageEnd=162, url=null, language=null, rfNumber=[1], rfOrder=0, authorNames=光夏磊, 王秉, 吴超, journalName=情报杂志, refType=null, unstructuredReference=光夏磊, 王秉, 吴超, 等. 大数据环境下情报主导的安全管理模式研究[J]. 情报杂志, 2020, 39(9):157-162,149., articleTitle=大数据环境下情报主导的安全管理模式研究, refAbstract=null), Reference(id=1168128789071540251, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2020, volume=39, issue=9, pageStart=157, pageEnd=162, url=null, language=null, rfNumber=[1], rfOrder=1, authorNames=GUANG Xialei, WANG Bing, WU Chao, journalName=Journal of Intelligence, refType=null, unstructuredReference=GUANG Xialei, WANG Bing, WU Chao, et al. Intelligence-led safety & security management (ILSM) model in a big data environment[J]. Journal of Intelligence, 2020, 39(9):157-162,149., articleTitle=Intelligence-led safety & security management (ILSM) model in a big data environment, refAbstract=null), Reference(id=1168128789151232028, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2022, volume=37, issue=2, pageStart=6, pageEnd=11, url=null, language=null, rfNumber=[2], rfOrder=2, authorNames=王秉, journalName=灾害学, refType=null, unstructuredReference=王秉. 安全4.0时代的重大安全科学问题展望[J]. 灾害学, 2022, 37(2):6-11., articleTitle=安全4.0时代的重大安全科学问题展望, refAbstract=null), Reference(id=1168128789201563677, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2022, volume=37, issue=2, pageStart=6, pageEnd=11, url=null, language=null, rfNumber=[2], rfOrder=3, authorNames=WANG Bing, journalName=Journal of Catastrophology, refType=null, unstructuredReference=WANG Bing. Prospect on major issues of safetyandsecurity science in the age of safety & security 4.0 era[J]. Journal of Catastrophology, 2022, 37(2):6-11., articleTitle=Prospect on major issues of safetyandsecurity science in the age of safety & security 4.0 era, refAbstract=null), Reference(id=1168128789272866846, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2022, volume=32, issue=7, pageStart=20, pageEnd=27, url=null, language=null, rfNumber=[3], rfOrder=4, authorNames=李杰, 伊宏艳, 李乃文, journalName=中国安全科学学报, refType=null, unstructuredReference=李杰, 伊宏艳, 李乃文. 我国事故致因研究团队与热点主题研究[J]. 中国安全科学学报, 2022, 32(7):20-27., articleTitle=我国事故致因研究团队与热点主题研究, refAbstract=null), Reference(id=1168128789352558623, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2022, volume=32, issue=7, pageStart=20, pageEnd=27, url=null, language=null, rfNumber=[3], rfOrder=5, authorNames=LI Jie, YI Hongyan, LI Naiwen, journalName=China Safety Science Journal, refType=null, unstructuredReference=LI Jie, YI Hongyan, LI Naiwen. Investigation on research team and hot topics of accident causation in China[J]. China Safety Science Journal, 2022, 32(7):20-27., articleTitle=Investigation on research team and hot topics of accident causation in China, refAbstract=null), Reference(id=1168128789415473184, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[4], rfOrder=6, authorNames=WANG Bing, WU Chao, journalName=Journal of Cleaner Production, refType=null, unstructuredReference=WANG Bing, WU Chao. Safety informatics as a new, promising and sustainable area of safety science in the information age[J]. Journal of Cleaner Production, 2020,252:DOI:10.1016/j.jclepro.2019.119852., articleTitle=Safety informatics as a new, promising and sustainable area of safety science in the information age, refAbstract=null), Reference(id=1168128789474193441, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2019, volume=182, issue=null, pageStart=73, pageEnd=85, url=null, language=null, rfNumber=[5], rfOrder=7, authorNames=WU Chao, HUANG Lang, journalName=Reliability Engineering and System Safety, refType=null, unstructuredReference=WU Chao, HUANG Lang. A new accident causation model based on information flow and its application in Tianjin port fire and explosion accident[J]. Reliability Engineering and System Safety, 2019, 182:73-85., articleTitle=A new accident causation model based on information flow and its application in Tianjin port fire and explosion accident, refAbstract=null), Reference(id=1168128789545496610, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2017, volume=27, issue=7, pageStart=18, pageEnd=23, url=null, language=null, rfNumber=[6], rfOrder=8, authorNames=李思贤, 吴超, 王秉, journalName=中国安全科学学报, refType=null, unstructuredReference=李思贤, 吴超, 王秉. 多级安全信息不对称所致事故模式研究[J]. 中国安全科学学报, 2017, 27(7):18-23., articleTitle=多级安全信息不对称所致事故模式研究, refAbstract=null), Reference(id=1168128789662937123, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2017, volume=27, issue=7, pageStart=18, pageEnd=23, url=null, language=null, rfNumber=[6], rfOrder=9, authorNames=LI Sixian, WU Chao, WANG Bing, journalName=China Safety Science Journal, refType=null, unstructuredReference=LI Sixian, WU Chao, WANG Bing. Study on model for accident resulting from multilevel safety information asymmetry[J]. China Safety Science Journal, 2017, 27(7):18-23., articleTitle=Study on model for accident resulting from multilevel safety information asymmetry, refAbstract=null), Reference(id=1168128789792960548, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2018, volume=null, issue=null, pageStart=176, pageEnd=null, url=null, language=null, rfNumber=[7], rfOrder=10, authorNames=叶鹰, journalName=null, refType=null, unstructuredReference=叶鹰. 情报学基础教程(第3版)[M]. 北京: 科学出版社, 2018:176-184., articleTitle=null, refAbstract=null), Reference(id=1168128789868458021, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2021, volume=27, issue=17, pageStart=60, pageEnd=66, url=null, language=null, rfNumber=[8], rfOrder=11, authorNames=李燕峰, 刘亚男, journalName=中国教育信息化, refType=null, unstructuredReference=李燕峰, 刘亚男. 高等教育数据治理领域的区块链融合研究[J]. 中国教育信息化, 2021, 27 (17): 60-66., articleTitle=高等教育数据治理领域的区块链融合研究, refAbstract=null), Reference(id=1168128789918789670, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2022, volume=18, issue=5, pageStart=14, pageEnd=22, url=null, language=null, rfNumber=[9], rfOrder=12, authorNames=陈彬, 高峰, journalName=竞争情报, refType=null, unstructuredReference=陈彬, 高峰. WSR视域下灾害应急情报失误成因及对策研究[J]. 竞争情报, 2022, 18(5):14-22., articleTitle=WSR视域下灾害应急情报失误成因及对策研究, refAbstract=null), Reference(id=1168128789969121319, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, doi=null, pmid=null, pmcid=null, year=2022, volume=18, issue=5, pageStart=14, pageEnd=22, url=null, language=null, rfNumber=[9], rfOrder=13, authorNames=CHEN Bin, GAO Feng, journalName=Competitive Intelligence, refType=null, unstructuredReference=CHEN Bin, GAO Feng. Research on the causes and countermeasures of disaster emergency intelligence failure from the perspective of WSR[J]. Competitive Intelligence, 2022, 18(5):14-22., articleTitle=Research on the causes and countermeasures of disaster emergency intelligence failure from the perspective of WSR, refAbstract=null)], funds=[Fund(id=1168128788761161753, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, awardId=22ZDA121, language=CN, fundingSource=国家社会科学基金重大项目资助(22ZDA121), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1168128784457806805, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=1, ext=[AuthorCompanyExt(id=1168128784462001110, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784470389719, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784457806805, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 中南大学 资源与安全工程学院,湖南 长沙 410083)]), AuthorCompany(id=1168128784575247322, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=2, ext=[AuthorCompanyExt(id=1168128784592024539, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784600413148, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784575247322, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083)]), AuthorCompany(id=1168128784701076447, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=3, ext=[AuthorCompanyExt(id=1168128784709465056, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784717853665, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784701076447, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083)]), AuthorCompany(id=1168128784784962531, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, xref=4, ext=[AuthorCompanyExt(id=1168128784793351140, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784784962531, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4 Office of Discipline Management,Central South University,Changsha Hunan 410083,China), AuthorCompanyExt(id=1168128784801739749, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, companyId=1168128784784962531, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4 中南大学 学科建设办公室,湖南 长沙 410083)])], figs=[ArticleFig(id=1168128787393818635, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, label=Fig.1, caption=Model for "safety and security intelligence-safety and security behavior" double loops, figureFileSmall=/eqOawT9r71iocmquby7AA==, figureFileBig=7odnqKHfh/b5wY/xv3KKOg==, tableContent=null), ArticleFig(id=1168128787536424972, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, label=图1, caption=“安全情报-安全行为”双循环模型, figureFileSmall=/eqOawT9r71iocmquby7AA==, figureFileBig=7odnqKHfh/b5wY/xv3KKOg==, tableContent=null), ArticleFig(id=1168128787641282573, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, label=Fig.2, caption=Causes of safety and security incidents from a safety and security intelligence perspective, figureFileSmall=0jDip616o2bGNlfbLYVezQ==, figureFileBig=XoWDLW9ea0x8WH385dukvQ==, tableContent=null), ArticleFig(id=1168128787750334478, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, label=图2, caption=安全情报视域下的安全事件成因, figureFileSmall=0jDip616o2bGNlfbLYVezQ==, figureFileBig=XoWDLW9ea0x8WH385dukvQ==, tableContent=null), ArticleFig(id=1168128787825831951, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, label=Fig.3, caption=Safety and security incident causation model from a safety and security intelligence perspective (simplified version), figureFileSmall=H7j1NHcB2OskLP+CsPsoSQ==, figureFileBig=RaNX50w44Cb7yUo1yHi4Xg==, tableContent=null), ArticleFig(id=1168128787934883856, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, label=图3, caption=安全情报视域下的安全事件致因模型(简化版), figureFileSmall=H7j1NHcB2OskLP+CsPsoSQ==, figureFileBig=RaNX50w44Cb7yUo1yHi4Xg==, tableContent=null), ArticleFig(id=1168128788022964241, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, label=Fig.4, caption=Safety and security incident causation model from a safety and security intelligence perspective(detailed version), figureFileSmall=Sup/Q/Ke68yApU5cqDF3pA==, figureFileBig=qvTxqp57mTASqorO1PdVhg==, tableContent=null), ArticleFig(id=1168128788085878802, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, label=图4, caption=安全情报视域下的安全事件致因模型(详细版), figureFileSmall=Sup/Q/Ke68yApU5cqDF3pA==, figureFileBig=qvTxqp57mTASqorO1PdVhg==, tableContent=null), ArticleFig(id=1168128788165570579, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, label=Fig.5, caption=Safety and security incident analysis of a city metro line X based on safety and security incident causation model from a safety and security intelligence perspective, figureFileSmall=ZaBQXk2FjNy10RWQSLPwzw==, figureFileBig=RwJAn4BEj330FBx1rt0m+Q==, tableContent=null), ArticleFig(id=1168128788245262356, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, label=图5, caption=基于安全情报视域下的安全事件致因模型的某市地铁X号线安全事件分析, figureFileSmall=ZaBQXk2FjNy10RWQSLPwzw==, figureFileBig=RwJAn4BEj330FBx1rt0m+Q==, tableContent=null), ArticleFig(id=1168128788375285781, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, label=Tab.1, caption=

Specific content and mutual correspondence of safety and security intelligence loop and safety and security behavior loop

, figureFileSmall=null, figureFileBig=null, tableContent=
序号 安全情报循环 安全行为循环 对应关系
1 安全情报搜集表示安全情报部门利用多种方法获取所需安全数据,并初步清洗和筛选安全数据 安全感知是指通过多渠道感知、记录和存储引起系统安全态势变化的安全要素,并为进一步安全判断提供基础资源 安全情报搜集的内容会影响安全感知的效果
2 安全情报分析表示安全情报部门加工处理搜集的安全数据,并形成安全信息 安全判断表示安全事件防控者依据安全感知过程中获取到的安全要素,结合自身的安全风险认知,研判当前系统安全态势 安全情报分析的结果会影响安全判断的正确性
3 安全情报生产是结合安全信息与专家系统,通过各领域专家评估与审核安全信息,获得成熟的安全情报产品 安全决策是根据安全判断结果,针对系统安全态势的控制与优化方案或措施,快速作出科学、有效且经济的决策,是对安全判断的验证 安全情报生产的安全情报产品对安全决策具有重要支撑作用
4 安全情报应用表示安全情报产品被用于支持安全事件防控的具体活动 安全执行是指根据安全决策指示,通过及时有效地实施安全决策方案,尽可能防控安全事件发生或通过相关应急措施将安全事件的不良影响降至最低,使安全决策结果转化为实际行动 安全情报应用体现在安全执行全过程,影响安全执行的效果
), ArticleFig(id=1168128788471754774, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, label=表1, caption=

安全情报循环与安全行为循环的具体内容及相互对应关系

, figureFileSmall=null, figureFileBig=null, tableContent=
序号 安全情报循环 安全行为循环 对应关系
1 安全情报搜集表示安全情报部门利用多种方法获取所需安全数据,并初步清洗和筛选安全数据 安全感知是指通过多渠道感知、记录和存储引起系统安全态势变化的安全要素,并为进一步安全判断提供基础资源 安全情报搜集的内容会影响安全感知的效果
2 安全情报分析表示安全情报部门加工处理搜集的安全数据,并形成安全信息 安全判断表示安全事件防控者依据安全感知过程中获取到的安全要素,结合自身的安全风险认知,研判当前系统安全态势 安全情报分析的结果会影响安全判断的正确性
3 安全情报生产是结合安全信息与专家系统,通过各领域专家评估与审核安全信息,获得成熟的安全情报产品 安全决策是根据安全判断结果,针对系统安全态势的控制与优化方案或措施,快速作出科学、有效且经济的决策,是对安全判断的验证 安全情报生产的安全情报产品对安全决策具有重要支撑作用
4 安全情报应用表示安全情报产品被用于支持安全事件防控的具体活动 安全执行是指根据安全决策指示,通过及时有效地实施安全决策方案,尽可能防控安全事件发生或通过相关应急措施将安全事件的不良影响降至最低,使安全决策结果转化为实际行动 安全情报应用体现在安全执行全过程,影响安全执行的效果
), ArticleFig(id=1168128788543057943, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=EN, label=Tab.2, caption=

Specific explanation of safety and security incident causation model from a safety and security intelligence perspective(simplified version)

, figureFileSmall=null, figureFileBig=null, tableContent=
序号 阶段 判定结果 具体解释 结果
1 A A0 安全情报搜集未发生失误,安全感知正常 进入下一阶段
A1 安全情报搜集失误,安全感知失败 引发安全事件
2 B A0B0 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
进入下一阶段
A0B1 安全情报搜集未发生失误,安全感知正常
安全情报分析失误,安全判断失败
引发安全事件
3 C A0B0C0 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产未发生失误,安全决策正常
进入下一阶段
A0B0C1 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产失误,安全决策失败
引发安全事件
4 D A0B0C0D0 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产未发生失误,安全决策正常
安全情报应用未发生失误,安全执行正常
重新进入循环
A0B0C0D1 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产未发生失误,安全决策正常
安全情报应用失误,安全执行失败
引发安全事件
), ArticleFig(id=1168128788614361112, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1149741763155375028, language=CN, label=表2, caption=

安全情报视域下的安全事件致因模型(简化版)的具体解释

, figureFileSmall=null, figureFileBig=null, tableContent=
序号 阶段 判定结果 具体解释 结果
1 A A0 安全情报搜集未发生失误,安全感知正常 进入下一阶段
A1 安全情报搜集失误,安全感知失败 引发安全事件
2 B A0B0 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
进入下一阶段
A0B1 安全情报搜集未发生失误,安全感知正常
安全情报分析失误,安全判断失败
引发安全事件
3 C A0B0C0 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产未发生失误,安全决策正常
进入下一阶段
A0B0C1 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产失误,安全决策失败
引发安全事件
4 D A0B0C0D0 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产未发生失误,安全决策正常
安全情报应用未发生失误,安全执行正常
重新进入循环
A0B0C0D1 安全情报搜集未发生失误,安全感知正常
安全情报分析未发生失误,安全判断正常
安全情报生产未发生失误,安全决策正常
安全情报应用失误,安全执行失败
引发安全事件
)], attaches=null, journal=Journal(id=1123942128916217864, delFlag=0, nameCn=中国安全科学学报, nameEn=China Safety Science Journal, nameHistory1=null, nameHistory2=null, issn=1003-3033, eissn=, cn=11-2865/X, coden=null, periodic=0, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=fkqsFM6VKlHC4gCtS5XqTw==, journalPrice=null, startedYear=null, abbrevIsoEn=Chin Saf Sci J, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1754269350027, createdBy=null, updatedBy=13701087609, firstLetterCn=C, firstLetterEn=C, subjectCode=Engineering, subjectName=工程, subjectCodeEn=Engineering, subjectNameEn=null, picCn=fkqsFM6VKlHC4gCtS5XqTw==, picEn=SHn9HgqSxtJrOcAxqD++4Q==, jcr=null, cjcr=null, exts=[JournalExt(id=1159052918994595848, language=CN, name=中国安全科学学报, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.cssjj.com.cn/, createdTime=1754269350050, updatedTime=1754269350050, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=http://www.cssjj.com.cn/CN/column/item15.shtml, submissionAuthorUrl=https://zgaqkxxbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://zgaqkxxbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://zgaqkxxbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://zgaqkxxbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://zgaqkxxbeditor.manuscriptcloud.com/login, option={"copyright":""}), JournalExt(id=1159052919040733193, language=EN, name=China Safety Science Journal, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=null, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.cssjj.com.cn/EN/1003-3033/home.shtml, createdTime=1754269350061, updatedTime=1754269350061, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=https://synbioj.cip.com.cn/EN/column/column3.shtml, submissionAuthorUrl=https://zgaqkxxbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://zgaqkxxbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://zgaqkxxbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://zgaqkxxbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://zgaqkxxbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031787341344770, websiteList=[Website(id=1148243202345263519, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031787341344770, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/zgaqkxxb/CN, language=CN, createTime=1751692112766, createBy=18614031015, updateTime=1753502583634, updateBy=18614031015, name=《中国安全科学学报》中文站点, tplId=1146099689490845704, title=中国安全科学学报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148618794941046792, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1148243202345263519, code=articleTextType, value=kx, createTime=1751781661020, updateTime=1751781661020, creator=18614031015, updator=18614031015), WebsiteProps(id=1148618794911686661, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1148243202345263519, code=banner, value=null, createTime=1751781661012, updateTime=1751781661012, creator=18614031015, updator=18614031015), WebsiteProps(id=1148618794894909444, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1148243202345263519, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=tui0IVO9FMwB61HHtX5scg==, createTime=1751781661008, updateTime=1751781661008, creator=18614031015, updator=18614031015), WebsiteProps(id=1148618794932658183, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1148243202345263519, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751781661017, updateTime=1751781661017, creator=18614031015, updator=18614031015), WebsiteProps(id=1148618794924269574, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1148243202345263519, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751781661015, updateTime=1751781661015, creator=18614031015, updator=18614031015)]), Website(id=1155836763751993353, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031787341344770, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/zgaqkxxb/EN, language=EN, createTime=1753502558893, createBy=18614031015, updateTime=1753524450387, updateBy=18614031015, name=《中国安全科学学报》英文站点, tplId=1146101810881728533, title=China Safety Science Journal, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155895925743669425, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1155836763751993353, code=articleTextType, value=kx, createTime=1753516664205, updateTime=1753516664205, creator=18614031015, updator=18614031015), WebsiteProps(id=1155895925722697902, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1155836763751993353, code=banner, value=null, createTime=1753516664200, updateTime=1753516664200, creator=18614031015, updator=18614031015), WebsiteProps(id=1155895925714309293, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1155836763751993353, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=tui0IVO9FMwB61HHtX5scg==, createTime=1753516664198, updateTime=1753516664198, creator=18614031015, updator=18614031015), WebsiteProps(id=1155895925735280816, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1155836763751993353, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1753516664203, updateTime=1753516664203, creator=18614031015, updator=18614031015), WebsiteProps(id=1155895925731086511, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1155836763751993353, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1753516664202, updateTime=1753516664202, creator=18614031015, updator=18614031015)])], journalTitle=中国安全科学学报, weixinUrl=null, journalUrl=null, iacademicId=null, status=0, seqNo=null, journalTitleEn=China Safety Science Journal, journalPhotoCn=fkqsFM6VKlHC4gCtS5XqTw==, journalPhotoEn=SHn9HgqSxtJrOcAxqD++4Q==, journalFirstLetter=C, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=null, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=null, provinceCode=null, provinceName=null, collectFlag=false), detailUrlCn=https://castjournals.cast.org.cn/joweb/zgaqkxxb/CN/10.16265/j.cnki.issn1003-3033.2024.02.0107, detailUrlEn=https://castjournals.cast.org.cn/joweb/zgaqkxxb/EN/10.16265/j.cnki.issn1003-3033.2024.02.0107, pdfUrlCn=https://castjournals.cast.org.cn/joweb/zgaqkxxb/CN/PDF/10.16265/j.cnki.issn1003-3033.2024.02.0107, pdfUrlEn=https://castjournals.cast.org.cn/joweb/zgaqkxxb/EN/PDF/10.16265/j.cnki.issn1003-3033.2024.02.0107, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, reference=null)
收藏切换
安全情报视域下的安全事件致因模型构建
收藏切换
PDF下载
王渊洁 1, 2, 3 , 王秉 1, 2, 3 , 李燕峰 4, ** , 史志勇 1, 2, 3
中国安全科学学报 | 安全科学理论与安全系统科学 2024,34(2): 15-21
收起
收藏切换
中国安全科学学报 | 安全科学理论与安全系统科学 2024, 34(2): 15-21
安全情报视域下的安全事件致因模型构建
全屏
王渊洁1, 2, 3 , 王秉1, 2, 3, 李燕峰4, ** , 史志勇1, 2, 3
作者信息
  • 1 中南大学 资源与安全工程学院,湖南 长沙 410083
  • 2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083
  • 3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083
  • 4 中南大学 学科建设办公室,湖南 长沙 410083
  • 王渊洁 (1996—),男,陕西渭南人,博士研究生,主要研究方向为安全(应急)情报学、国家安全学与安全科学基础理论。E-mail:

    王 秉 教授

通讯作者:

** 李燕峰(1979—),男,河南郑州人,博士,讲师,主要从事数据安全与学科数据系统管理等方面的研究。E-mail:
Construction of safety and security incident causation model from a safety and security intelligence perspective
Yuanjie WANG1, 2, 3 , Bing WANG1, 2, 3, Yanfeng LI4, ** , Zhiyong SHI1, 2, 3
Affiliations
  • 1 School of Resources and Safety Engineering,Central South University,Changsha Hunan 410083,China
  • 2 Safety and Security Theory Innovation and Promotion Center (STIPC),Central South University,Changsha Hunan 410083,China
  • 3 Safety and Security Science and Emergency Management Center,Central South University,Changsha Hunan 410083,China
  • 4 Office of Discipline Management,Central South University,Changsha Hunan 410083,China
出版时间: 2024-02-28 doi: 10.16265/j.cnki.issn1003-3033.2024.02.0107
文章导航
收藏切换

为明晰安全情报视域下的安全事件致因机制,夯实安全情报视域下安全事件调查分析与防控理论基础,开展安全情报视域下的安全事件致因模型研究。首先,根据安全情报-安全行为双循环模型,分析安全情报视域下的安全事件成因;其次,构建并解析安全情报视域下的安全事件致因模型;最后,以某市地铁X号线安全事件为例,应用分析安全情报视域下的安全事件致因模型。结果表明:安全情报视域下的安全事件致因模型是由安全情报循环与安全行为循环构成的一个安全事件致因系统。根据该模型,安全情报循环过程中出现的安全情报失误问题会引发系统的安全行为循环紊乱和崩溃,从而导致系统内发生安全事件。

安全情报  /  安全事件  /  致因模型  /  安全行为  /  安全情报失误

In order to clarify the mechanism of safety and security incident causation from a safety and security intelligence perspective,and to consolidate the theoretical foundation for the investigation,analysis and prevention,and control of safety and security incidents from a safety and security intelligence perspective,research on safety and security incident causation model from a safety and security intelligence perspective was conducted. Firstly,according to the model for safety and security intelligence-safety and security behavior double loops,this paper analyzed the causes of safety and security incidents from a safety and security intelligence perspective. Secondly,the safety and security incident causation model from a safety and security intelligence perspective was constructed and explained. Finally,this paper analyzed the application of the safety and security incident causation model from a safety and security intelligence perspective with a safety and security incident on Line X of a city metro. The research shows that the safety and security incident causation model from a safety and security intelligence perspective is a safety and security incident causation system consisting of a safety and security intelligence loop and a safety and security behavior loop. According to this model,safety and security intelligence failures in the safety and security intelligence loop can lead to the disruption and collapse of the safety and security behavior loop of the system,resulting in a safety and security incident in the system.

safety and security intelligence  /  safety and security incident  /  causation model  /  safety and security behavior  /  safety and security intelligence failure
王渊洁, 王秉, 李燕峰, 史志勇. 安全情报视域下的安全事件致因模型构建. 中国安全科学学报, 2024 , 34 (2) : 15 -21 . DOI: 10.16265/j.cnki.issn1003-3033.2024.02.0107
Yuanjie WANG, Bing WANG, Yanfeng LI, Zhiyong SHI. Construction of safety and security incident causation model from a safety and security intelligence perspective[J]. China Safety Science Journal, 2024 , 34 (2) : 15 -21 . DOI: 10.16265/j.cnki.issn1003-3033.2024.02.0107
安全事件致因是安全科学的重要研究内容。安全情报是对安全事件防控有用的安全信息,安全事件防控离不开安全情报的支持[1]。例如:在网络和数据安全领域,网络和数据安全情报视角下的网络和数据安全事件防控研究和实践极为普遍。可见:安全情报是分析安全事件致因的重要视角之一。因此,开展安全情报视域下的安全事件致因研究意义重大。
在安全领域,安全事件包括Safety事件(即事故,它一般指因无意因素引发的安全事件)与Security事件(一般指因蓄意因素引发的安全事件)2类[2]。现代安全科学认为,任何系统安全问题均是Safety与Security一体化的安全问题,系统安全事件同时涉及Safety事件和Security事件[2]。就数据系统安全而言,既要防控因自然灾害和质量设计等无意因素引发的Safety事件,又要防控因黑客攻击和间谍软件等蓄意因素引发的Security事件。因此,从系统安全角度看,应同时关注涵盖Safety事件和Security事件具有普适性的安全事件致因研究[2]。但是,已有安全事件致因研究主要集中在Safety事件致因研究层面[3],尚未过渡至同时面向Safety事件和Security事件的具有普适性的安全事件致因研究。同时,从安全信息链(安全事实→安全数据→安全信息→安全情报→安全智慧)[4]角度看,实现安全事件智慧防控需明晰安全情报视域下的安全事件致因,但目前安全事件致因研究主要停留在安全信息层面,如基于安全信息流的事故致因模型[5]和多级安全信息不对称模型[6]等,尚未过渡至安全情报层面。综上,亟需开展安全情报视域下的安全事件(包括Safety事件和Security事件)致因研究。
鉴于此,笔者拟从安全情报视域出发,分析安全情报视域下的安全事件成因,构建安全情报视域下的安全事件致因模型,以期丰富安全情报视域下的安全事件致因理论,从而为安全事件调查分析和防控提供相关理论依据。
从安全情报角度看,安全事件防控是一个基于安全情报支持的多种安全行为不断循环的过程。根据安全情报循环(包括安全情报搜集、安全情报分析、安全情报生产和安全情报应用)[7]与安全行为循环(包括安全感知、安全判断、安全决策和安全执行),构建安全情报-安全行为双循环模型,如图1所示。图1中,外环的安全情报循环与内环的安全行为循环之间呈相互对应关系,即安全情报搜集对应安全感知、安全情报分析对应安全判断、安全情报生产对应安全决策,以及安全情报应用对应安全执行,具体解释见表1,内环的安全行为循环需依靠外环的安全情报循环开展。需说明的是,在当今数智时代,安全情报工作离不开数智技术的支撑,为确保安全情报本身的安全,在安全情报循环中应尽可能使用安全性高的数智技术(如区块链被认为是一种安全可信度高的数智技术[8])。
图1可知:安全情报循环对安全行为循环具有支撑作用。然而,在安全情报循环过程中,当出现安全情报失误(安全情报失误是一种客观的存在,会出现在安全情报的搜集、分析、生产和应用环节)时,安全情报循环对安全行为循环的支撑作用就会受到影响,导致安全行为失败,并阻断安全行为循环过程,进而引发安全事件。安全情报视域下的安全事件成因是安全情报循环过程中出现安全情报失误,致使安全行为循环无法获得足够的安全情报支持而紊乱乃至崩溃,最终导致安全事件发生。安全情报视域下的安全事件成因如图2所示。
在明晰安全情报视域下安全事件成因的基础上,结合安全情报理论,构建安全情报视域下的安全事件致因模型(简化版),如图3所示。该模型中,基于安全情报循环与安全行为循环的相互对应关系,设安全情报搜集-安全感知为A,安全情报分析-安全判断为B,安全情报生产-安全决策为C,安全情报应用-安全执行为D。其中,每个阶段都可能引发安全事件,具体解释见表2
基于安全情报视域下的安全事件致因模型(简化版),面向安全事件防控全过程,结合安全行为循环中的具体安全行为,构建安全情报视域下的安全事件致因模型(详细版),如图4所示。
图4中,从安全情报循环与安全行为循环的不同阶段出发,具体分析了安全情报视域下的安全事件致因模型(详细版),分别为:
1) 安全情报搜集-安全感知阶段。此阶段中,安全事件防控者在安全情报搜集工作支持下,通过文本感知方式(如安全事件报告、安全法律法规和安全标准政策等)、物联网感知方式(如视频、音频、定位和传感等)和生物感知方式(视觉、嗅觉、听觉和触觉等)等记录与储存引起系统安全态势变化的安全要素。①当安全情报搜集正常时,安全情报为安全感知提供大量获取的安全信息,确保安全感知过程中收集到高质量的安全要素,服务下一阶段(即A0);②当安全情报搜集失误时,原有的安全情报搜集工作被迫阻断,致使安全感知能力不足,易出现个人对安全风险的感知偏差和组织安全风险告知的缺失等问题,导致所获安全要素在精准性、全面性与深入性等质量方面有所缺陷,易引发安全事件(即A1)。
2) 安全情报分析-安全判断阶段。此阶段中,安全事件防控者在安全情报分析工作支持下,综合自身分析整合安全要素的能力、以往安全事件的经验教训、自身生理心理特征以及安全文化等因素,对当前安全态势作出判断。①当安全情报分析正常时,安全事件防控者通过安全情报分析结果来调整自身安全风险认知的偏差和局限[9],更科学、客观地进行安全判断并服务下一阶段(即A0B0);②当安全情报分析失误时,原有的安全情报分析工作被迫阻断,安全事件防控者会因上述多个因素的个体差异而产生不同,甚至对立的判断结果,导致安全判断失去对安全决策和安全执行阶段原有的在方向上的引导作用,引发安全事件(即A0B1)。
3) 安全情报生产-安全决策阶段。此阶段中,安全事件防控者在安全情报生产工作的支持下,进行包括确定决策方案、可行性分析、潜在问题分析、价值判断和确定执行方案等安全决策活动。安全决策决定安全态势的最终转变方向。因此,该阶段是安全情报视域下的安全事件致因模型中最关键的一环,也是安全情报最主要的价值体现,反映出安全情报“用于解决安全决策过程中信息不完备问题”的本质作用。①当安全情报生产正常时,所生产的安全情报产品能够以支撑工具(包括方法、技术和技能)的形式来辅助安全决策,从而对安全态势的发展产生重要影响,并服务下一阶段(即A0B0C0);②当安全情报生产失误时,原有的安全情报生产工作被迫阻断,安全决策会缺失最重要的支撑内容(即安全情报产品),极易导致安全决策失败,造成安全事件发生等局面(即A0B0C1)。
4) 安全情报应用-安全执行阶段。此阶段中,安全事件防控者在安全情报应用工作的支持下贯彻落实安全决策方案,进行安全事件评估、安全方案执行以及安全执行反馈等具体安全执行活动。安全情报应用会对安全执行起到积极作用,安全执行也是安全情报应用的重要体现。①当安全情报应用正常时,安全情报促进安全执行过程中指令的传递与流通,有利于上层管理者对一线人员的指挥以及相关部门之间的沟通与协同,并完成“安全情报-安全行为”双循环(即A0B0C0D0);②当安全情报应用失误时,原有的安全情报应用工作被迫阻断,相关指令无法在恰当的情景中及时传递给对口的接收者,降低一线人员的执行效果。同时,安全情报失误也会使各部门之间的信息沟通不畅,严重阻碍安全执行过程中各部门间的交流、合作与协同,易引发安全事件(即A0B0C0D1)。
以某市地铁X号线安全事件为例,分析应用安全情报视域下的安全事件致因模型,如图5所示。地铁X号线安全事件是一起由极端暴雨引发严重城市内涝,涝水冲毁停车场挡水围墙、灌入地铁隧道,某市地铁集团有限公司和有关方面应对处置不力、行车指挥调度失误,违规变更停车场设计、对挡水围墙建设质量把关不严,造成重大人员伤亡的责任事件。从安全情报视角出发,该事件出现多环节安全情报失误与安全行为失败致使自然灾害后果加重的现象,是安全情报失误导致安全事件防控失败的典型案例。
1) 安全情报循环与安全行为循环具有对应关系,具体包括安全情报搜集对应安全感知,安全情报分析对应安全判断,安全情报生产对应安全决策,安全情报应用对应安全执行。
2) 在安全情报循环过程中有可能存在安全情报失误问题,主要包括安全情报搜集失误、安全情报分析失误、安全情报生产失误和安全情报应用失误。
3) 安全情报失误会导致安全行为循环失去安全情报的支持,出现安全感知能力降低、安全判断失去客观评价、安全决策缺乏支撑和安全执行效率低下等问题,最终会导致安全事件的发生。
  • 国家社会科学基金重大项目资助(22ZDA121)
参考文献 引证文献
排序方式:
[1]
光夏磊, 王秉, 吴超, 等. 大数据环境下情报主导的安全管理模式研究[J]. 情报杂志, 2020, 39(9):157-162,149.
GUANG Xialei, WANG Bing, WU Chao, et al. Intelligence-led safety & security management (ILSM) model in a big data environment[J]. Journal of Intelligence, 2020, 39(9):157-162,149.
[2]
王秉. 安全4.0时代的重大安全科学问题展望[J]. 灾害学, 2022, 37(2):6-11.
WANG Bing. Prospect on major issues of safetyandsecurity science in the age of safety & security 4.0 era[J]. Journal of Catastrophology, 2022, 37(2):6-11.
[3]
李杰, 伊宏艳, 李乃文. 我国事故致因研究团队与热点主题研究[J]. 中国安全科学学报, 2022, 32(7):20-27.
LI Jie, YI Hongyan, LI Naiwen. Investigation on research team and hot topics of accident causation in China[J]. China Safety Science Journal, 2022, 32(7):20-27.
[4]
WANG Bing, WU Chao. Safety informatics as a new, promising and sustainable area of safety science in the information age[J]. Journal of Cleaner Production, 2020,252:DOI:10.1016/j.jclepro.2019.119852.
[5]
WU Chao, HUANG Lang. A new accident causation model based on information flow and its application in Tianjin port fire and explosion accident[J]. Reliability Engineering and System Safety, 2019, 182:73-85.
[6]
李思贤, 吴超, 王秉. 多级安全信息不对称所致事故模式研究[J]. 中国安全科学学报, 2017, 27(7):18-23.
LI Sixian, WU Chao, WANG Bing. Study on model for accident resulting from multilevel safety information asymmetry[J]. China Safety Science Journal, 2017, 27(7):18-23.
[7]
叶鹰. 情报学基础教程(第3版)[M]. 北京: 科学出版社, 2018:176-184.
[8]
李燕峰, 刘亚男. 高等教育数据治理领域的区块链融合研究[J]. 中国教育信息化, 2021, 27 (17): 60-66.
[9]
陈彬, 高峰. WSR视域下灾害应急情报失误成因及对策研究[J]. 竞争情报, 2022, 18(5):14-22.
CHEN Bin, GAO Feng. Research on the causes and countermeasures of disaster emergency intelligence failure from the perspective of WSR[J]. Competitive Intelligence, 2022, 18(5):14-22.
2024年第34卷第2期
PDF下载
388
166
引用本文
BibTeX
文章信息
doi: 10.16265/j.cnki.issn1003-3033.2024.02.0107
  • 接收时间:2023-08-14
  • 首发时间:2025-07-09
  • 出版时间:2024-02-28
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2023-08-14
  • 修回日期:2023-11-12
基金
国家社会科学基金重大项目资助(22ZDA121)
作者信息
    1 中南大学 资源与安全工程学院,湖南 长沙 410083
    2 中南大学 安全理论创新与促进研究中心,湖南 长沙 410083
    3 中南大学 安全科学与应急管理研究中心,湖南 长沙 410083
    4 中南大学 学科建设办公室,湖南 长沙 410083

通讯作者:

** 李燕峰(1979—),男,河南郑州人,博士,讲师,主要从事数据安全与学科数据系统管理等方面的研究。E-mail:
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/zgaqkxxb/CN/10.16265/j.cnki.issn1003-3033.2024.02.0107
分享至
全文二维码

扫描看全文

引用本文
BibTeX
本文的引用情况
2种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏