首页 期刊 论文 学科刊群 资讯 加盟 关于
EN
image
Article(id=1322942935305695455, tenantId=1146029695717560320, journalId=1322258771877134531, issueId=1322942934613635295, articleNumber=null, orderNo=null, doi=10.14067/j.cnki.1673-923x.2026.05.007, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1744128000000, receivedDateStr=2025-04-09, revisedDate=1752422400000, revisedDateStr=2025-07-14, acceptedDate=null, acceptedDateStr=null, onlineDate=1793343774867, onlineDateStr=2026-10-30, pubDate=1779638400000, pubDateStr=2026-05-25, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793343774867, onlineIssueDateStr=2026-10-30, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793343774867, creator=13701087609, updateTime=1793343774867, updator=13701087609, issue=Issue{id=1322942934613635295, tenantId=1146029695717560320, journalId=1322258771877134531, year='2026', volume='46', issue='5', pageStart='1', pageEnd='222', issueExtLink='null', onlineDate='null', pubDate='1779638400000', pubDateStr='2026-05-25', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793343774703, creator='13701087609', updateTime=1793344699149, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1322946812499329386, tenantId=1146029695717560320, journalId=1322258771877134531, issueId=1322942934613635295, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1322946812499329387, tenantId=1146029695717560320, journalId=1322258771877134531, issueId=1322942934613635295, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=59, endPage=67, ext={EN=ArticleExt(id=1322942935473467616, articleId=1322942935305695455, tenantId=1146029695717560320, journalId=1322258771877134531, language=EN, title=Spatial distribution pattern of forest fire video monitoring points in state-owned forest farms in Hunan Province, columnId=null, journalTitle=Journal of Central South University of Forestry & Technology, columnName=null, runingTitle=null, highlight=null, articleAbstract=
【Objective】

Forest fire video monitoring is the key means of forest fire monitoring in forest management agencies. Reasonable spatial distribution pattern can improve monitoring efficiency, reduce monitoring blind spots, detect fires in time, and reduce losses from forest fires.

【Method】

Taking 216 state-owned forest fire video monitoring points in Hunan Province as study objects, the spatial distribution type, spatial distribution density and spatial distribution direction of forest fire video monitoring points were analyzed by using the nearest neighbor index, kernel density estimation method and standard deviation ellipse, respectively. The spatial distribution pattern of forest fire video monitoring points in state-owned forest farms in Hunan Province was studied, and the influencing factors of site selection of forest fire video monitoring points were discussed from four aspects: topography, traffic, fire risk and social economy.

【Result】

There are 645 forest fire video monitoring points in the state-owned forest farms in Hunan Province, showing a significant agglomeration pattern in space. From the distribution of forest fire video monitoring points in various cities and prefectures of Hunan Province, Shaoyang City has the largest number of forest fire video monitoring points, and Xiangtan City has the least, accounting for 17.36% and 0.31% of the total number of the provinces, respectively. From the perspective of distribution density, the spatial distribution shows a regional difference of ‘less in the north and more in the south’. There are four high-density area centers, located in Changsha City, Zhuzhou City, Yongzhou City and Shaoyang City; in addition, there is a sub-intensive area center located in Xiangxi Tujia and Miao Autonomous Prefecture. The numerical difference between the long and short axes is large, indicating that the spatial distribution of forest fire video monitoring points has a strong directionality, and presents a northwest-southeast distribution trend.

【Conclusion】

The spatial distribution of forest fire video monitoring points in state-owned forest farms in Hunan Province is significantly affected by factors such as elevation, slope, traffic accessibility, number of graves, operating area of state-owned forest farms, and number of tourist attractions. It provides a reference for strengthening the construction of forest fire prevention and extinguishing capacity in Hunan Province and the rational layout of forest fire video monitoring points.

, authors=Xinyu WANG1, Shisheng LONG1, Xiaojing CAI1, Ziming LI2, Falin LIU1, authorsList=Xinyu WANG, Shisheng LONG, Xiaojing CAI, Ziming LI, Falin LIU, authorCompany=null, correspAuthors=Falin LIU, authorNote=null, correspAuthorsNote=null, copyrightStatement=© 2026 Journal of Central South University of Forestry & Technology, copyrightOwner=Journal of Central South University of Forestry & Technology, 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, fund=null), CN=ArticleExt(id=1322942936278773985, articleId=1322942935305695455, tenantId=1146029695717560320, journalId=1322258771877134531, language=CN, title=湖南省国有林场林火视频监控点空间分布格局, columnId=1322924153761837409, journalTitle=中南林业科技大学学报, columnName=林学, runingTitle=null, highlight=null, articleAbstract=
【目的】

林火视频监控是森林经营单位进行林火监测的核心手段。分析林火视频监控点的空间分布特征及其影响因素，对优化监控点的空间布局、提升监测效率、减少监测盲区、实现火情早发现早预警，进而降低森林火灾损失具有重要意义。

【方法】

以湖南省216个国有林场林火视频监控点为研究对象，采用最近邻距离指数、核密度估计法、标准差椭圆法分别分析林火视频监控点的空间分布类型、空间分布密度、空间分布方向性，对湖南省国有林场林火视频监控点的空间分布格局进行研究，从地形、交通、火灾风险、社会经济四个方面对林火视频监控点的选址影响因素进行了探讨。

【结果】

湖南省国有林场共有林火视频监控点645个，在空间上呈现显著集聚特征。从湖南省各市州林火视频监控点的分布数量来看，邵阳市林火视频监控点的数量最多，湘潭市最少，分别占全省总数的17.36%和0.31%。从分布密度来看，在空间分布上呈“北少南多”的区域性差异，有4个高密集区中心，分别位于长沙市、株洲市、永州市和邵阳市；存在1个次密集区中心，位于湘西土家族苗族自治州；而湘潭市、娄底市、岳阳市、常德市以及张家界市等地区的核密度值较低。从分布方向性来看，标准差椭圆长短轴之间的数值差距较大，表明林火视频监控点的空间分布方向性较强，并呈现西北—东南走向的分布态势。

【结论】

湖南省国有林场林火视频监控点空间分布受高程、坡度、交通通达度、墓地数量、国有林场经营面积、旅游景点数量等因素影响较为显著，研究结果为加强湖南省森林防灭火能力建设及林火视频监控点合理布局提供参考。

, authors=汪欣雨1, 龙时胜1, 蔡晓晶1, 李梓铭2, 刘发林1, authorsList=汪欣雨, 龙时胜, 蔡晓晶, 李梓铭, 刘发林, authorCompany=null, correspAuthors=刘发林, authorNote=

汪欣雨（），硕士研究生。

, correspAuthorsNote=
刘发林（），教授，博士，博士研究生导师。
, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=MJBJucdMqCxbPIWCX4Ct2w==, magXml=N3DA3376+YZaC1lZCaTUgQ==, pdfUrl=null, pdf=NAZtisQvjBldsM3ZiFsh7Q==, pdfFileSize=5872741, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=F7imK2Q/amzz4iNv/XTNIw==, mapNumber=null, fund=null)}, authors=[Author(id=1322942938594029801, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=54901354@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1322942938669527275, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938594029801, language=EN, stringName=Xinyu WANG, firstName=Xinyu, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942938740830444, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938594029801, language=CN, stringName=汪欣雨, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio={"content":"

汪欣雨（），硕士研究生。

"}, bioImg=null, bioContent=

汪欣雨（），硕士研究生。

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])]), Author(id=1322942938820522222, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, 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=1322942939072180464, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938820522222, language=EN, stringName=Shisheng LONG, firstName=Shisheng, middleName=null, lastName=LONG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942939151872241, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938820522222, language=CN, stringName=龙时胜, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])]), Author(id=1322942939239952627, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, orderNo=2, 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=1322942939319644405, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939239952627, language=EN, stringName=Xiaojing CAI, firstName=Xiaojing, middleName=null, lastName=CAI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942939407724790, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939239952627, language=CN, stringName=蔡晓晶, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])]), Author(id=1322942939483222264, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, 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=1322942939554525434, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939483222264, language=EN, stringName=Ziming LI, firstName=Ziming, middleName=null, lastName=LI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2.Hunan Forestry Bureau, Changsha 410007, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942939621634299, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939483222264, language=CN, stringName=李梓铭, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2.湖南省林业局，湖南　长沙　410007, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936752730341, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=2., ext=[AuthorCompanyExt(id=1322942936761118950, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936752730341, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.Hunan Forestry Bureau, Changsha 410007, Hunan, China), AuthorCompanyExt(id=1322942936773701863, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936752730341, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.湖南省林业局，湖南　长沙　410007)])]), Author(id=1322942939848126717, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=liufl680@126.com, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1322942939932012799, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939848126717, language=EN, stringName=Falin LIU, firstName=Falin, middleName=null, lastName=LIU, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942940259168512, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939848126717, language=CN, stringName=刘发林, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])])], keywords=[Keyword(id=1322942940351443201, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=EN, orderNo=1, keyword=forest fire video monitoring), Keyword(id=1322942940405969154, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=EN, orderNo=2, keyword=spatial distribution pattern), Keyword(id=1322942940477272323, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=EN, orderNo=3, keyword=state-owned forest farm), Keyword(id=1322942940544381188, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=EN, orderNo=4, keyword=Hunan Province), Keyword(id=1322942940603101445, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=CN, orderNo=1, keyword=林火视频监控), Keyword(id=1322942940670210310, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=CN, orderNo=2, keyword=空间分布格局), Keyword(id=1322942940737319175, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=CN, orderNo=3, keyword=国有林场), Keyword(id=1322942940804428040, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, language=CN, orderNo=4, keyword=湖南省)], refs=[Reference(id=1322942941047697675, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=40, issue=2, pageStart=385, pageEnd=401, url=null, language=null, rfNumber=[1], rfOrder=0, authorNames=岳超, 罗彩访, 舒立福, journalName=生态学报, refType=null, unstructuredReference=岳超, 罗彩访, 舒立福, 等. 全球变化背景下野火研究进展[J]. 生态学报, 2020, 40(2): 385-401., articleTitle=全球变化背景下野火研究进展, refAbstract=null), Reference(id=1322942941119000844, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=40, issue=2, pageStart=385, pageEnd=401, url=null, language=null, rfNumber=[1], rfOrder=1, authorNames=YUE C, LUO C F, SHU L F, journalName=Acta Ecologica Sinica, refType=null, unstructuredReference=YUE C, LUO C F, SHU L F, et al. A review on wildfire studies in the context of global change[J]. Acta Ecologica Sinica, 2020, 40(2): 385-401., articleTitle=A review on wildfire studies in the context of global change, refAbstract=null), Reference(id=1322942941219664141, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2021, volume=15, issue=6, pageStart=129, pageEnd=133, url=null, language=null, rfNumber=[2], rfOrder=2, authorNames=周慧, 唐林, 黎祖贤, journalName=沙漠与绿洲气象, refType=null, unstructuredReference=周慧, 唐林, 黎祖贤, 等. 湖南省森林火灾时空分布特征及典型个例分析[J]. 沙漠与绿洲气象, 2021, 15(6): 129-133., articleTitle=湖南省森林火灾时空分布特征及典型个例分析, refAbstract=null), Reference(id=1322942942880608526, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2021, volume=15, issue=6, pageStart=129, pageEnd=133, url=null, language=null, rfNumber=[2], rfOrder=3, authorNames=ZHOU H, TANG L, LI Z X, journalName=Desert and Oasis Meteorology, refType=null, unstructuredReference=ZHOU H, TANG L, LI Z X, et al. Spatial and temporal distribution characteristics of forest fire and typical case analysis in Hunan Province[J]. Desert and Oasis Meteorology, 2021, 15(6): 129-133., articleTitle=Spatial and temporal distribution characteristics of forest fire and typical case analysis in Hunan Province, refAbstract=null), Reference(id=1322942942964494607, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2024, volume=51, issue=4, pageStart=33, pageEnd=38, 60, url=null, language=null, rfNumber=[3], rfOrder=4, authorNames=张敏, 赵正萍, 颜学武, journalName=湖南林业科技, refType=null, unstructuredReference=张敏, 赵正萍, 颜学武, 等. 湖南省森林火灾时空分布特点及周末、节假日效应探析[J]. 湖南林业科技, 2024, 51(4): 33-38, 60., articleTitle=湖南省森林火灾时空分布特点及周末、节假日效应探析, refAbstract=null), Reference(id=1322942943039992080, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2024, volume=51, issue=4, pageStart=33, pageEnd=38, 60, url=null, language=null, rfNumber=[3], rfOrder=5, authorNames=ZHANG M, ZHAO Z P, YAN X W, journalName=Hunan Forestry Science & Technology, refType=null, unstructuredReference=ZHANG M, ZHAO Z P, YAN X W, et al. Analysis of the temporal and spatial distribution characteristics of forest fire and the weekend and holiday effects in Hunan Province[J]. Hunan Forestry Science & Technology, 2024, 51(4): 33-38, 60., articleTitle=Analysis of the temporal and spatial distribution characteristics of forest fire and the weekend and holiday effects in Hunan Province, refAbstract=null), Reference(id=1322942943153238289, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2023, volume=7, issue=2, pageStart=42, pageEnd=44, 48, url=null, language=null, rfNumber=[4], rfOrder=6, authorNames=徐海文, 刘沙, journalName=现代信息科技, refType=null, unstructuredReference=徐海文, 刘沙. 基于铁塔的湖南省森林防火视频监控系统设计与实现[J]. 现代信息科技, 2023, 7(2): 42-44, 48., articleTitle=基于铁塔的湖南省森林防火视频监控系统设计与实现, refAbstract=null), Reference(id=1322942943203569938, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2023, volume=7, issue=2, pageStart=42, pageEnd=44, 48, url=null, language=null, rfNumber=[4], rfOrder=7, authorNames=XU H W, LIU S, journalName=Modern Information Technology, refType=null, unstructuredReference=XU H W, LIU S. Design and implementation of Hunan forest fire prevention video monitoring system based on iron tower[J]. Modern Information Technology, 2023, 7(2): 42-44, 48., articleTitle=Design and implementation of Hunan forest fire prevention video monitoring system based on iron tower, refAbstract=null), Reference(id=1322942943274873107, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2006, volume=26, issue=6, pageStart=51, pageEnd=54, url=null, language=null, rfNumber=[5], rfOrder=8, authorNames=张峰, 郑丹萍, 夏屹, journalName=浙江林业科技, refType=null, unstructuredReference=张峰, 郑丹萍, 夏屹. 数字监控系统在森林防火中的应用：以汤浦水库林区数字微波监控系统为例[J]. 浙江林业科技, 2006, 26(6): 51-54., articleTitle=数字监控系统在森林防火中的应用：以汤浦水库林区数字微波监控系统为例, refAbstract=null), Reference(id=1322942943362953492, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2006, volume=26, issue=6, pageStart=51, pageEnd=54, url=null, language=null, rfNumber=[5], rfOrder=9, authorNames=ZHANG F, ZHENG D P, XIA Y, journalName=Journal of Zhejiang Forestry Science and Technology, refType=null, unstructuredReference=ZHANG F, ZHENG D P, XIA Y. Application of digital monitoring system for forest fire prevention[J]. Journal of Zhejiang Forestry Science and Technology, 2006, 26(6): 51-54., articleTitle=Application of digital monitoring system for forest fire prevention, refAbstract=null), Reference(id=1322942943446839573, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2011, volume=null, issue=5, pageStart=26, pageEnd=27, url=null, language=null, rfNumber=[6], rfOrder=10, authorNames=王轩, 张贵, journalName=现代农业科技, refType=null, unstructuredReference=王轩, 张贵. 基于物联网技术结构的森林火灾监测研究[J]. 现代农业科技, 2011(5): 26-27., articleTitle=基于物联网技术结构的森林火灾监测研究, refAbstract=null), Reference(id=1322942943522337046, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2011, volume=null, issue=5, pageStart=26, pageEnd=27, url=null, language=null, rfNumber=[6], rfOrder=11, authorNames=WANG X, ZHANG G, journalName=Modern Agricultural Sciences and Technology, refType=null, unstructuredReference=WANG X, ZHANG G. Study on forest fire monitoring base on the structure of internet of things technology[J]. Modern Agricultural Sciences and Technology, 2011(5): 26-27., articleTitle=Study on forest fire monitoring base on the structure of internet of things technology, refAbstract=null), Reference(id=1322942943602028823, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2016, volume=32, issue=4, pageStart=102, pageEnd=106, url=null, language=null, rfNumber=[7], rfOrder=12, authorNames=陈浩, 周宇飞, 乔玮, journalName=林业与环境科学, refType=null, unstructuredReference=陈浩, 周宇飞, 乔玮, 等. 基于远程视频的林火识别技术研究现状[J]. 林业与环境科学, 2016, 32(4): 102-106., articleTitle=基于远程视频的林火识别技术研究现状, refAbstract=null), Reference(id=1322942943673331992, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2016, volume=32, issue=4, pageStart=102, pageEnd=106, url=null, language=null, rfNumber=[7], rfOrder=13, authorNames=CHEN H, ZHOU Y F, QIAO W, journalName=Forestry and Environmental Science, refType=null, unstructuredReference=CHEN H, ZHOU Y F, QIAO W, et al. Research status of forest fire identification technology based on remote video[J]. Forestry and Environmental Science, 2016, 32(4): 102-106., articleTitle=Research status of forest fire identification technology based on remote video, refAbstract=null), Reference(id=1322942943732052249, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2013, volume=22, issue=2, pageStart=61, pageEnd=69, url=null, language=null, rfNumber=[8], rfOrder=14, authorNames=孙伟, 曹姗姗, 唐小明, journalName=自然灾害学报, refType=null, unstructuredReference=孙伟, 曹姗姗, 唐小明. 林火视频监控空间优化布局与评价技术[J]. 自然灾害学报, 2013, 22(2): 61-69., articleTitle=林火视频监控空间优化布局与评价技术, refAbstract=null), Reference(id=1322942943794966810, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2013, volume=22, issue=2, pageStart=61, pageEnd=69, url=null, language=null, rfNumber=[8], rfOrder=15, authorNames=SUN W, CAO S S, TANG X M, journalName=Journal of Natural Disasters, refType=null, unstructuredReference=SUN W, CAO S S, TANG X M. Spatial optimum arrangement and evaluation technology of forest fire video monitoring[J]. Journal of Natural Disasters, 2013, 22(2): 61-69., articleTitle=Spatial optimum arrangement and evaluation technology of forest fire video monitoring, refAbstract=null), Reference(id=1322942943870464283, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2022, volume=54, issue=3, pageStart=49, pageEnd=53, url=null, language=null, rfNumber=[9], rfOrder=16, authorNames=赵丽宏, 牛立成, 魏何坤, journalName=林业科技情报, refType=null, unstructuredReference=赵丽宏, 牛立成, 魏何坤, 等. 视频监控系统在尚志国有林区森林防火中的应用[J]. 林业科技情报, 2022, 54(3): 49-53., articleTitle=视频监控系统在尚志国有林区森林防火中的应用, refAbstract=null), Reference(id=1322942943941767452, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2022, volume=54, issue=3, pageStart=49, pageEnd=53, url=null, language=null, rfNumber=[9], rfOrder=17, authorNames=ZHAO L H, NIU L C, WEI H K, journalName=Forestry Science and Technology Information, refType=null, unstructuredReference=ZHAO L H, NIU L C, WEI H K, et al. Application of video surveillance system in forest fire prevention in Shangzhi state-owned forest area[J]. Forestry Science and Technology Information, 2022, 54(3): 49-53., articleTitle=Application of video surveillance system in forest fire prevention in Shangzhi state-owned forest area, refAbstract=null), Reference(id=1322942944000487709, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2009, volume=null, issue=5, pageStart=24, pageEnd=28, url=null, language=null, rfNumber=[10], rfOrder=18, authorNames=黄水生, 唐小明, 张煜星, journalName=林业资源管理, refType=null, unstructuredReference=黄水生, 唐小明, 张煜星, 等. 面向集成多监测平台的森林火灾监测信息系统设计[J]. 林业资源管理, 2009(5): 24-28., articleTitle=面向集成多监测平台的森林火灾监测信息系统设计, refAbstract=null), Reference(id=1322942944071790878, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2009, volume=null, issue=5, pageStart=24, pageEnd=28, url=null, language=null, rfNumber=[10], rfOrder=19, authorNames=HUANG S S, TANG X M, ZHANG Y X, journalName=Forest Resources Management, refType=null, unstructuredReference=HUANG S S, TANG X M, ZHANG Y X, et al. Multi-monitoring platforms integration oriented design on the information system of forest fire monitoring[J]. Forest Resources Management, 2009(5): 24-28., articleTitle=Multi-monitoring platforms integration oriented design on the information system of forest fire monitoring, refAbstract=null), Reference(id=1322942944151482655, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2024, volume=44, issue=12, pageStart=59, pageEnd=73, url=null, language=null, rfNumber=[11], rfOrder=20, authorNames=田玲玲, 杨光, 张运林, journalName=中南林业科技大学学报, refType=null, unstructuredReference=田玲玲, 杨光, 张运林. 铜仁市林火驱动因子及火险区划[J]. 中南林业科技大学学报, 2024, 44(12): 59-73., articleTitle=铜仁市林火驱动因子及火险区划, refAbstract=null), Reference(id=1322942944218591520, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2024, volume=44, issue=12, pageStart=59, pageEnd=73, url=null, language=null, rfNumber=[11], rfOrder=21, authorNames=TIAN L L, YANG G, ZHANG Y L, journalName=Journal of Central South University of Forestry & Technology, refType=null, unstructuredReference=TIAN L L, YANG G, ZHANG Y L. Forest fire driving factors and fire risk distribution in Tongren City[J]. Journal of Central South University of Forestry & Technology, 2024, 44(12): 59-73., articleTitle=Forest fire driving factors and fire risk distribution in Tongren City, refAbstract=null), Reference(id=1322942944294088993, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[12], rfOrder=22, authorNames=李玉冬, journalName=null, refType=null, unstructuredReference=李玉冬. 大尺度森林火灾时空变化规律及火险预测研究[D]. 北京: 北京林业大学, 2021., articleTitle=大尺度森林火灾时空变化规律及火险预测研究, refAbstract=null), Reference(id=1322942944352809250, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2021, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[12], rfOrder=23, authorNames=LI Y D, journalName=null, refType=null, unstructuredReference=LI Y D. Study on temporal and spatial variation of forest fire and fire risk prediction in large-scale areas[D]. Beijing: Beijing Forestry University, 2021., articleTitle=Study on temporal and spatial variation of forest fire and fire risk prediction in large-scale areas, refAbstract=null), Reference(id=1322942944419918115, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2024, volume=44, issue=7, pageStart=29, pageEnd=35, 76, url=null, language=null, rfNumber=[13], rfOrder=24, authorNames=蔡晓晶, 石蓉丹, 肖化顺, journalName=中南林业科技大学学报, refType=null, unstructuredReference=蔡晓晶, 石蓉丹, 肖化顺, 等. 基于点模式法的湖南省林火时空分布特征[J]. 中南林业科技大学学报, 2024, 44(7): 29-35, 76., articleTitle=基于点模式法的湖南省林火时空分布特征, refAbstract=null), Reference(id=1322942944495415588, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2024, volume=44, issue=7, pageStart=29, pageEnd=35, 76, url=null, language=null, rfNumber=[13], rfOrder=25, authorNames=CAI X J, SHI R D, XIAO H S, journalName=Journal of Central South University of Forestry & Technology, refType=null, unstructuredReference=CAI X J, SHI R D, XIAO H S, et al. Spatiotemporal distribution characteristics of forest fires in Hunan based on point pattern methods[J]. Journal of Central South University of Forestry & Technology, 2024, 44(7): 29-35, 76., articleTitle=Spatiotemporal distribution characteristics of forest fires in Hunan based on point pattern methods, refAbstract=null), Reference(id=1322942944583495973, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2016, volume=16, issue=30, pageStart=6, pageEnd=10, 26, url=null, language=null, rfNumber=[14], rfOrder=26, authorNames=惠珊, 芮小平, 刘红瑛, journalName=科学技术与工程, refType=null, unstructuredReference=惠珊, 芮小平, 刘红瑛, 等. 基于GIS的林火扑救仿真及扑火位置决策方法[J]. 科学技术与工程, 2016, 16(30): 6-10, 26., articleTitle=基于GIS的林火扑救仿真及扑火位置决策方法, refAbstract=null), Reference(id=1322942944658993446, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2016, volume=16, issue=30, pageStart=6, pageEnd=10, 26, url=null, language=null, rfNumber=[14], rfOrder=27, authorNames=HUI S, RUI X P, LIU H Y, journalName=Science Technology and Engineering, refType=null, unstructuredReference=HUI S, RUI X P, LIU H Y, et al. GIS based method for the simulation and location decision making of forest fire suppression[J]. Science Technology and Engineering, 2016, 16(30): 6-10, 26., articleTitle=GIS based method for the simulation and location decision making of forest fire suppression, refAbstract=null), Reference(id=1322942944734490919, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2007, volume=16, issue=1, pageStart=76, pageEnd=80, url=null, language=null, rfNumber=[15], rfOrder=28, authorNames=陈天恩, 陈立平, 陈红, journalName=自然灾害学报, refType=null, unstructuredReference=陈天恩, 陈立平, 陈红, 等. 基于GIS的森林火灾现场模拟及其应用[J]. 自然灾害学报, 2007, 16(1): 76-80., articleTitle=基于GIS的森林火灾现场模拟及其应用, refAbstract=null), Reference(id=1322942944805794088, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2007, volume=16, issue=1, pageStart=76, pageEnd=80, url=null, language=null, rfNumber=[15], rfOrder=29, authorNames=CHEN T E, CHEN L P, CHEN H, journalName=Journal of Natural Disasters, refType=null, unstructuredReference=CHEN T E, CHEN L P, CHEN H, et al. GIS-based forest-fire simulation and its application[J]. Journal of Natural Disasters, 2007, 16(1): 76-80., articleTitle=GIS-based forest-fire simulation and its application, refAbstract=null), Reference(id=1322942944881291561, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2010, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[16], rfOrder=30, authorNames=周宇飞, journalName=null, refType=null, unstructuredReference=周宇飞. 动态数据驱动林火蔓延自适应模拟技术研究[D]. 北京: 中国林业科学研究院, 2010., articleTitle=动态数据驱动林火蔓延自适应模拟技术研究, refAbstract=null), Reference(id=1322942944956789034, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2010, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[16], rfOrder=31, authorNames=ZHOU Y F, journalName=null, refType=null, unstructuredReference=ZHOU Y F. Technology of forest fire adaptive spreading simulation based on dynamic data-driven[D]. Beijing: Chinese Academy of Forestry, 2010., articleTitle=Technology of forest fire adaptive spreading simulation based on dynamic data-driven, refAbstract=null), Reference(id=1322942945028092203, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2016, volume=36, issue=4, pageStart=126, pageEnd=132, url=null, language=null, rfNumber=[17], rfOrder=32, authorNames=罗庆, 樊新生, 高更和, journalName=经济地理, refType=null, unstructuredReference=罗庆, 樊新生, 高更和, 等. 秦巴山区贫困村的空间分布特征及其影响因素[J]. 经济地理, 2016, 36(4): 126-132., articleTitle=秦巴山区贫困村的空间分布特征及其影响因素, refAbstract=null), Reference(id=1322942945103589676, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2016, volume=36, issue=4, pageStart=126, pageEnd=132, url=null, language=null, rfNumber=[17], rfOrder=33, authorNames=LUO Q, FAN X S, GAO G H, journalName=Economic Geography, refType=null, unstructuredReference=LUO Q, FAN X S, GAO G H, et al. Spatial distribution of poverty village and influencing factors in Qinba mountains[J]. Economic Geography, 2016, 36(4): 126-132., articleTitle=Spatial distribution of poverty village and influencing factors in Qinba mountains, refAbstract=null), Reference(id=1322942945162309933, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2019, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[18], rfOrder=34, authorNames=刘传勇, journalName=null, refType=null, unstructuredReference=刘传勇. 基于建成区平面形态和地理信息整合的襄汾县丁村聚落空间量化分析[D]. 北京: 北京交通大学, 2019., articleTitle=基于建成区平面形态和地理信息整合的襄汾县丁村聚落空间量化分析, refAbstract=null), Reference(id=1322942945229418798, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2019, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[18], rfOrder=35, authorNames=LIU C Y, journalName=null, refType=null, unstructuredReference=LIU C Y. The quantitative analysis of settlement space of Dingcun village in Xiangfen County based on the two-dimensional form of built-up area and geographic information integration[D]. Beijing: Beijing Jiaotong University, 2019., articleTitle=The quantitative analysis of settlement space of Dingcun village in Xiangfen County based on the two-dimensional form of built-up area and geographic information integration, refAbstract=null), Reference(id=1322942945313304879, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2023, volume=17, issue=5, pageStart=41, pageEnd=51, url=null, language=null, rfNumber=[19], rfOrder=36, authorNames=张俊, 冯越珺, 尤赟, journalName=中南林业科技大学学报(社会科学版), refType=null, unstructuredReference=张俊, 冯越珺, 尤赟. 黄河流域水生态文明建设水平的时空分异及影响因素[J]. 中南林业科技大学学报(社会科学版), 2023, 17(5): 41-51., articleTitle=黄河流域水生态文明建设水平的时空分异及影响因素, refAbstract=null), Reference(id=1322942945376219440, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2023, volume=17, issue=5, pageStart=41, pageEnd=51, url=null, language=null, rfNumber=[19], rfOrder=37, authorNames=ZHANG J, FENG Y J, YOU Y, journalName=Journal of Central South University of Forestry & Technology (Social Sciences), refType=null, unstructuredReference=ZHANG J, FENG Y J, YOU Y. Spatiotemporal differentiation and influencing factors of water ecological civilization construction in the Yellow River basin[J]. Journal of Central South University of Forestry & Technology (Social Sciences), 2023, 17(5): 41-51., articleTitle=Spatiotemporal differentiation and influencing factors of water ecological civilization construction in the Yellow River basin, refAbstract=null), Reference(id=1322942945439134001, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2025, volume=45, issue=1, pageStart=227, pageEnd=238, url=null, language=null, rfNumber=[20], rfOrder=38, authorNames=胡雨鑫, 王雪梅, 陈滢, journalName=生态学报, refType=null, unstructuredReference=胡雨鑫, 王雪梅, 陈滢, 等. 基于地理探测器的我国不同林区林火驱动因素对比分析[J]. 生态学报, 2025, 45(1): 227-238., articleTitle=基于地理探测器的我国不同林区林火驱动因素对比分析, refAbstract=null), Reference(id=1322942945497854258, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2025, volume=45, issue=1, pageStart=227, pageEnd=238, url=null, language=null, rfNumber=[20], rfOrder=39, authorNames=HU Y X, WANG X M, CHEN Y, journalName=Acta Ecologica Sinica, refType=null, unstructuredReference=HU Y X, WANG X M, CHEN Y, et al. Comparative analysis of forest fire driving in different forest regions of China based on the geographical detector approach[J]. Acta Ecologica Sinica, 2025, 45(1): 227-238., articleTitle=Comparative analysis of forest fire driving in different forest regions of China based on the geographical detector approach, refAbstract=null), Reference(id=1322942945573351731, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=36, issue=4, pageStart=127, pageEnd=130, url=null, language=null, rfNumber=[21], rfOrder=40, authorNames=卢天汉, 周宇飞, 李小川, journalName=林业与环境科学, refType=null, unstructuredReference=卢天汉, 周宇飞, 李小川. 怀集县森林防火远程视频监控系统的设计与实现[J]. 林业与环境科学, 2020, 36(4): 127-130., articleTitle=怀集县森林防火远程视频监控系统的设计与实现, refAbstract=null), Reference(id=1322942945640460596, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=36, issue=4, pageStart=127, pageEnd=130, url=null, language=null, rfNumber=[21], rfOrder=41, authorNames=LU T H, ZHOU Y F, LI X C, journalName=Forestry and Environmental Science, refType=null, unstructuredReference=LU T H, ZHOU Y F, LI X C. Design and implementation of the forest fire remote video monitoring system of Huaiji County[J]. Forestry and Environmental Science, 2020, 36(4): 127-130., articleTitle=Design and implementation of the forest fire remote video monitoring system of Huaiji County, refAbstract=null), Reference(id=1322942945707569461, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=2, pageStart=135, pageEnd=140, url=null, language=null, rfNumber=[22], rfOrder=42, authorNames=王彦卷, 张佳瑜, 侯景伟, journalName=林业资源管理, refType=null, unstructuredReference=王彦卷, 张佳瑜, 侯景伟. 基于地形分析的山区森林火灾监控点选址方法[J]. 林业资源管理, 2020(2): 135-140., articleTitle=基于地形分析的山区森林火灾监控点选址方法, refAbstract=null), Reference(id=1322942947355930934, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=2, pageStart=135, pageEnd=140, url=null, language=null, rfNumber=[22], rfOrder=43, authorNames=WANG Y J, ZHANG J Y, HOU J W, journalName=Forest Resources Management, refType=null, unstructuredReference=WANG Y J, ZHANG J Y, HOU J W. Location selection methods of mountain forest fire monitoring points based on terrain analysis[J]. Forest Resources Management, 2020(2): 135-140., articleTitle=Location selection methods of mountain forest fire monitoring points based on terrain analysis, refAbstract=null), Reference(id=1322942947464982839, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=6, pageStart=72, pageEnd=73, url=null, language=null, rfNumber=[23], rfOrder=44, authorNames=左海龙, journalName=电子测试, refType=null, unstructuredReference=左海龙. 基于GIS空间分析的视频监控点选址系统设计[J]. 电子测试, 2020(6): 72-73., articleTitle=基于GIS空间分析的视频监控点选址系统设计, refAbstract=null), Reference(id=1322942947561451832, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2020, volume=null, issue=6, pageStart=72, pageEnd=73, url=null, language=null, rfNumber=[23], rfOrder=45, authorNames=ZUO H L, journalName=Electronic Test, refType=null, unstructuredReference=ZUO H L. Design of video monitoring site selection system based on GIS spatial analysis[J]. Electronic Test, 2020(6): 72-73., articleTitle=Design of video monitoring site selection system based on GIS spatial analysis, refAbstract=null), Reference(id=1322942947645337913, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2017, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[24], rfOrder=46, authorNames=齐小亚, journalName=null, refType=null, unstructuredReference=齐小亚. 甘肃祁连山自然保护区森林防火视频监控点合理布局研究[D]. 北京: 北京林业大学, 2017., articleTitle=甘肃祁连山自然保护区森林防火视频监控点合理布局研究, refAbstract=null), Reference(id=1322942947817304378, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, doi=null, pmid=null, pmcid=null, year=2017, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=[24], rfOrder=47, authorNames=QI X Y, journalName=null, refType=null, unstructuredReference=QI X Y. Research on the optimal location of video monitoring spots for forest fire prevention in Gansu Qilian mountain nature reserve[D]. Beijing: Beijing Forestry University, 2017., articleTitle=Research on the optimal location of video monitoring spots for forest fire prevention in Gansu Qilian mountain nature reserve, refAbstract=null)], funds=[Fund(id=1322942940892508425, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, awardId=31470659, language=CN, fundingSource=国家自然科学基金项目(31470659), fundOrder=null, country=null), Fund(id=1322942940951228682, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, awardId=XLK202435, language=CN, fundingSource=湖南省林业科技攻关与创新资金项目(XLK202435), fundOrder=null, country=null)], companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)]), AuthorCompany(id=1322942936752730341, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=2., ext=[AuthorCompanyExt(id=1322942936761118950, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936752730341, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.Hunan Forestry Bureau, Changsha 410007, Hunan, China), AuthorCompanyExt(id=1322942936773701863, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936752730341, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.湖南省林业局，湖南　长沙　410007)])], figs=null, attaches=null, journal=Journal(id=1322258358897574078, delFlag=0, nameCn=中南林业科技大学学报, nameEn=Journal of Central South University of Forestry & Technology, nameHistory1=null, nameHistory2=null, issn=1673-923X, eissn=null, cn=43-1470/S, coden=null, periodic=0, language=CN, oaType=null, 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=RANPptuJRrrdfeyFnWgR8g==, journalPrice=null, startedYear=null, abbrevIsoEn=Journal of Central South University of Forestry & Technology, journalRemark=null, publicationField=null, createdTime=1793180559135, updatedTime=1793181895753, createdBy=18614031015, updatedBy=13701087609, firstLetterCn=Z, firstLetterEn=Z, subjectCode=Agriculture, subjectName=null, subjectCodeEn=Agriculture, subjectNameEn=null, picCn=RANPptuJRrrdfeyFnWgR8g==, picEn=wCId25A8vi+KGqitiJF4dQ==, jcr=null, cjcr=null, exts=[JournalExt(id=1322263965141422873, language=CN, name=中南林业科技大学学报, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1793181895766, updatedTime=1793181895766, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=, submissionAuthorUrl=https://zkxb.csuft.edu.cn/#/Login?Login=1, submissionEditorUrl=https://zkxb.csuft.edu.cn/#/Login?Login=2, submissionReviewUrl=https://zkxb.csuft.edu.cn/#/Login?Login=3, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""}), JournalExt(id=1322263965216920346, language=EN, name=Journal of Central South University of Forestry & Technology, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=, createdTime=1793181895784, updatedTime=1793181895784, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=, submissionAuthorUrl=https://zkxb.csuft.edu.cn/#/Login?Login=1, submissionEditorUrl=https://zkxb.csuft.edu.cn/#/Login?Login=2, submissionReviewUrl=https://zkxb.csuft.edu.cn/#/Login?Login=3, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""})], databaseList=null, tenantJournalId=1322258771877134531, websiteList=[Website(id=1322260811838509109, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1322258771877134531, 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/znlykj/CN, language=CN, createTime=1793181143960, createBy=18614031015, updateTime=1793181458124, updateBy=18614031015, name=中南林业科技大学学报-中文, tplId=1146099689490845704, title=中南林业科技大学学报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1322262234139578807, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=articleTextType, value=kx, createTime=1793181483063, updateTime=1793181483063, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234114412980, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=banner, value=null, createTime=1793181483057, updateTime=1793181483057, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234156356026, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=grayFlag, value=0, createTime=1793181483067, updateTime=1793181483067, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234106024371, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=logo, value=https://castjournals.cast.org.cn/joweb/znlykj/CN/file/pic?fileId=WoJ9l5J1Tt+hwrT0MDzTYQ==, createTime=1793181483055, updateTime=1793181483055, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234173133244, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=minRunFlag, value=0, createTime=1793181483071, updateTime=1793181483071, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234131190198, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/znlykj/CN/file/pic, createTime=1793181483061, updateTime=1793181483061, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234164744635, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=silenceFlag, value=0, createTime=1793181483069, updateTime=1793181483069, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234122801589, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1793181483059, updateTime=1793181483059, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234143773112, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=themeColor, value=null, createTime=1793181483064, updateTime=1793181483064, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262234152161721, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811838509109, code=themeStyle, value=null, createTime=1793181483066, updateTime=1793181483066, creator=18614031015, updator=18614031015)]), Website(id=1322260811914006585, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1322258771877134531, 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/znlykj/EN, language=EN, createTime=1793181143978, createBy=18614031015, updateTime=1793181452383, updateBy=18614031015, name=中南林业科技大学学报-英文, tplId=1146101810881728533, title=Journal of Central South University of Forestry & Technology, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1322262205232435626, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=articleTextType, value=kx, createTime=1793181476171, updateTime=1793181476171, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205207269799, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=banner, value=null, createTime=1793181476165, updateTime=1793181476165, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205249212845, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=grayFlag, value=0, createTime=1793181476175, updateTime=1793181476175, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205198881190, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=logo, value=https://castjournals.cast.org.cn/joweb/znlykj/EN/file/pic?fileId=WoJ9l5J1Tt+hwrT0MDzTYQ==, createTime=1793181476163, updateTime=1793181476163, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205265990063, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=minRunFlag, value=0, createTime=1793181476179, updateTime=1793181476179, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205224047017, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/znlykj/EN/file/pic, createTime=1793181476169, updateTime=1793181476169, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205257601454, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=silenceFlag, value=0, createTime=1793181476177, updateTime=1793181476177, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205215658408, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1793181476167, updateTime=1793181476167, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205236629931, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=themeColor, value=null, createTime=1793181476172, updateTime=1793181476172, creator=18614031015, updator=18614031015), WebsiteProps(id=1322262205245018540, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1322260811914006585, code=themeStyle, value=null, createTime=1793181476174, updateTime=1793181476174, creator=18614031015, updator=18614031015)])], journalTitle=中南林业科技大学学报, weixinUrl=null, journalUrl=https://zkxb.csuft.edu.cn/, iacademicId=null, status=1, seqNo=null, journalTitleEn=Journal of Central South University of Forestry & Technology, journalPhotoCn=RANPptuJRrrdfeyFnWgR8g==, journalPhotoEn=wCId25A8vi+KGqitiJF4dQ==, journalFirstLetter=Z, journalRecommend=null, journalNew=null, journalCollection=null, 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=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/znlykj/CN/10.14067/j.cnki.1673-923x.2026.05.007, detailUrlEn=https://castjournals.cast.org.cn/joweb/znlykj/EN/10.14067/j.cnki.1673-923x.2026.05.007, pdfUrlCn=https://castjournals.cast.org.cn/joweb/znlykj/CN/PDF/10.14067/j.cnki.1673-923x.2026.05.007, pdfUrlEn=https://castjournals.cast.org.cn/joweb/znlykj/EN/PDF/10.14067/j.cnki.1673-923x.2026.05.007, aliStartDate=0, aliEndDate=0, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1779638400000, fullTextJson=null, articleText=null, reference=null)
收藏切换
湖南省国有林场林火视频监控点空间分布格局
收藏切换
PDF下载
汪欣雨 1 , 龙时胜 1 , 蔡晓晶 1 , 李梓铭 2 , 刘发林 1
中南林业科技大学学报 | 林学 2026,46(5): 59-67
收起
收藏切换
中南林业科技大学学报 |林学 2026 , 46 (5) : 59 -67
湖南省国有林场林火视频监控点空间分布格局
全屏
[Author(id=1322942938594029801, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=54901354@qq.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1322942938669527275, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938594029801, language=EN, stringName=Xinyu WANG, firstName=Xinyu, middleName=null, lastName=WANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942938740830444, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938594029801, language=CN, stringName=汪欣雨, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio={"content":"

汪欣雨（），硕士研究生。

"}, bioImg=null, bioContent=

汪欣雨（），硕士研究生。

, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])]), Author(id=1322942938820522222, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, 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=1322942939072180464, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938820522222, language=EN, stringName=Shisheng LONG, firstName=Shisheng, middleName=null, lastName=LONG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942939151872241, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942938820522222, language=CN, stringName=龙时胜, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])]), Author(id=1322942939239952627, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, orderNo=2, 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=1322942939319644405, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939239952627, language=EN, stringName=Xiaojing CAI, firstName=Xiaojing, middleName=null, lastName=CAI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942939407724790, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939239952627, language=CN, stringName=蔡晓晶, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])]), Author(id=1322942939483222264, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, 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=1322942939554525434, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939483222264, language=EN, stringName=Ziming LI, firstName=Ziming, middleName=null, lastName=LI, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2.Hunan Forestry Bureau, Changsha 410007, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942939621634299, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939483222264, language=CN, stringName=李梓铭, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2.湖南省林业局，湖南　长沙　410007, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936752730341, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=2., ext=[AuthorCompanyExt(id=1322942936761118950, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936752730341, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.Hunan Forestry Bureau, Changsha 410007, Hunan, China), AuthorCompanyExt(id=1322942936773701863, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936752730341, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2.湖南省林业局，湖南　长沙　410007)])]), Author(id=1322942939848126717, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=liufl680@126.com, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={EN=AuthorExt(id=1322942939932012799, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939848126717, language=EN, stringName=Falin LIU, firstName=Falin, middleName=null, lastName=LIU, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1322942940259168512, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, authorId=1322942939848126717, language=CN, stringName=刘发林, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1.中南林业科技大学　林学院，湖南　长沙　410004, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322942936664649954, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, xref=1., ext=[AuthorCompanyExt(id=1322942936677232867, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China), AuthorCompanyExt(id=1322942936685621476, tenantId=1146029695717560320, journalId=1322258771877134531, articleId=1322942935305695455, companyId=1322942936664649954, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1.中南林业科技大学　林学院，湖南　长沙　410004)])])]
汪欣雨1 , 龙时胜1, 蔡晓晶1, 李梓铭2, 刘发林1
作者信息
  • 1.中南林业科技大学　林学院，湖南　长沙　410004
  • 2.湖南省林业局，湖南　长沙　410007
通讯作者:
刘发林（），教授，博士，博士研究生导师。
作者简介:

汪欣雨（），硕士研究生。

Spatial distribution pattern of forest fire video monitoring points in state-owned forest farms in Hunan Province
Xinyu WANG1 , Shisheng LONG1, Xiaojing CAI1, Ziming LI2, Falin LIU1
Affiliations
  • 1.School of Forestry, Central South University of Forestry & Technology, Changsha 410004, Hunan, China
  • 2.Hunan Forestry Bureau, Changsha 410007, Hunan, China
出版时间: 2026-05-25 doi: 10.14067/j.cnki.1673-923x.2026.05.007
文章导航
收藏切换
摘要
收起
【目的】

林火视频监控是森林经营单位进行林火监测的核心手段。分析林火视频监控点的空间分布特征及其影响因素，对优化监控点的空间布局、提升监测效率、减少监测盲区、实现火情早发现早预警，进而降低森林火灾损失具有重要意义。

【方法】

以湖南省216个国有林场林火视频监控点为研究对象，采用最近邻距离指数、核密度估计法、标准差椭圆法分别分析林火视频监控点的空间分布类型、空间分布密度、空间分布方向性，对湖南省国有林场林火视频监控点的空间分布格局进行研究，从地形、交通、火灾风险、社会经济四个方面对林火视频监控点的选址影响因素进行了探讨。

【结果】

湖南省国有林场共有林火视频监控点645个，在空间上呈现显著集聚特征。从湖南省各市州林火视频监控点的分布数量来看，邵阳市林火视频监控点的数量最多，湘潭市最少，分别占全省总数的17.36%和0.31%。从分布密度来看，在空间分布上呈“北少南多”的区域性差异，有4个高密集区中心，分别位于长沙市、株洲市、永州市和邵阳市；存在1个次密集区中心，位于湘西土家族苗族自治州；而湘潭市、娄底市、岳阳市、常德市以及张家界市等地区的核密度值较低。从分布方向性来看，标准差椭圆长短轴之间的数值差距较大，表明林火视频监控点的空间分布方向性较强，并呈现西北—东南走向的分布态势。

【结论】

湖南省国有林场林火视频监控点空间分布受高程、坡度、交通通达度、墓地数量、国有林场经营面积、旅游景点数量等因素影响较为显著，研究结果为加强湖南省森林防灭火能力建设及林火视频监控点合理布局提供参考。

林火视频监控  /  空间分布格局  /  国有林场  /  湖南省
【Objective】

Forest fire video monitoring is the key means of forest fire monitoring in forest management agencies. Reasonable spatial distribution pattern can improve monitoring efficiency, reduce monitoring blind spots, detect fires in time, and reduce losses from forest fires.

【Method】

Taking 216 state-owned forest fire video monitoring points in Hunan Province as study objects, the spatial distribution type, spatial distribution density and spatial distribution direction of forest fire video monitoring points were analyzed by using the nearest neighbor index, kernel density estimation method and standard deviation ellipse, respectively. The spatial distribution pattern of forest fire video monitoring points in state-owned forest farms in Hunan Province was studied, and the influencing factors of site selection of forest fire video monitoring points were discussed from four aspects: topography, traffic, fire risk and social economy.

【Result】

There are 645 forest fire video monitoring points in the state-owned forest farms in Hunan Province, showing a significant agglomeration pattern in space. From the distribution of forest fire video monitoring points in various cities and prefectures of Hunan Province, Shaoyang City has the largest number of forest fire video monitoring points, and Xiangtan City has the least, accounting for 17.36% and 0.31% of the total number of the provinces, respectively. From the perspective of distribution density, the spatial distribution shows a regional difference of ‘less in the north and more in the south’. There are four high-density area centers, located in Changsha City, Zhuzhou City, Yongzhou City and Shaoyang City; in addition, there is a sub-intensive area center located in Xiangxi Tujia and Miao Autonomous Prefecture. The numerical difference between the long and short axes is large, indicating that the spatial distribution of forest fire video monitoring points has a strong directionality, and presents a northwest-southeast distribution trend.

【Conclusion】

The spatial distribution of forest fire video monitoring points in state-owned forest farms in Hunan Province is significantly affected by factors such as elevation, slope, traffic accessibility, number of graves, operating area of state-owned forest farms, and number of tourist attractions. It provides a reference for strengthening the construction of forest fire prevention and extinguishing capacity in Hunan Province and the rational layout of forest fire video monitoring points.

forest fire video monitoring  /  spatial distribution pattern  /  state-owned forest farm  /  Hunan Province
汪欣雨, 龙时胜, 蔡晓晶, 李梓铭, 刘发林. 湖南省国有林场林火视频监控点空间分布格局. 中南林业科技大学学报, 2026 , 46 (5) : 59 -67 . DOI: 10.14067/j.cnki.1673-923x.2026.05.007
Xinyu WANG, Shisheng LONG, Xiaojing CAI, Ziming LI, Falin LIU. Spatial distribution pattern of forest fire video monitoring points in state-owned forest farms in Hunan Province[J]. Journal of Central South University of Forestry & Technology, 2026 , 46 (5) : 59 -67 . DOI: 10.14067/j.cnki.1673-923x.2026.05.007
基金
收起
  • 国家自然科学基金项目(31470659)
  • 湖南省林业科技攻关与创新资金项目(XLK202435)
文献
收起
参考文献 引证文献
排序方式：
[1]
岳超, 罗彩访, 舒立福, 等. 全球变化背景下野火研究进展[J]. 生态学报, 2020, 40(2): 385-401.
YUE C, LUO C F, SHU L F, et al. A review on wildfire studies in the context of global change[J]. Acta Ecologica Sinica, 2020, 40(2): 385-401.
[2]
周慧, 唐林, 黎祖贤, 等. 湖南省森林火灾时空分布特征及典型个例分析[J]. 沙漠与绿洲气象, 2021, 15(6): 129-133.
ZHOU H, TANG L, LI Z X, et al. Spatial and temporal distribution characteristics of forest fire and typical case analysis in Hunan Province[J]. Desert and Oasis Meteorology, 2021, 15(6): 129-133.
[3]
张敏, 赵正萍, 颜学武, 等. 湖南省森林火灾时空分布特点及周末、节假日效应探析[J]. 湖南林业科技, 2024, 51(4): 33-38, 60.
ZHANG M, ZHAO Z P, YAN X W, et al. Analysis of the temporal and spatial distribution characteristics of forest fire and the weekend and holiday effects in Hunan Province[J]. Hunan Forestry Science & Technology, 2024, 51(4): 33-38, 60.
[4]
徐海文, 刘沙. 基于铁塔的湖南省森林防火视频监控系统设计与实现[J]. 现代信息科技, 2023, 7(2): 42-44, 48.
XU H W, LIU S. Design and implementation of Hunan forest fire prevention video monitoring system based on iron tower[J]. Modern Information Technology, 2023, 7(2): 42-44, 48.
[5]
张峰, 郑丹萍, 夏屹. 数字监控系统在森林防火中的应用：以汤浦水库林区数字微波监控系统为例[J]. 浙江林业科技, 2006, 26(6): 51-54.
ZHANG F, ZHENG D P, XIA Y. Application of digital monitoring system for forest fire prevention[J]. Journal of Zhejiang Forestry Science and Technology, 2006, 26(6): 51-54.
[6]
王轩, 张贵. 基于物联网技术结构的森林火灾监测研究[J]. 现代农业科技, 2011(5): 26-27.
WANG X, ZHANG G. Study on forest fire monitoring base on the structure of internet of things technology[J]. Modern Agricultural Sciences and Technology, 2011(5): 26-27.
[7]
陈浩, 周宇飞, 乔玮, 等. 基于远程视频的林火识别技术研究现状[J]. 林业与环境科学, 2016, 32(4): 102-106.
CHEN H, ZHOU Y F, QIAO W, et al. Research status of forest fire identification technology based on remote video[J]. Forestry and Environmental Science, 2016, 32(4): 102-106.
[8]
孙伟, 曹姗姗, 唐小明. 林火视频监控空间优化布局与评价技术[J]. 自然灾害学报, 2013, 22(2): 61-69.
SUN W, CAO S S, TANG X M. Spatial optimum arrangement and evaluation technology of forest fire video monitoring[J]. Journal of Natural Disasters, 2013, 22(2): 61-69.
[9]
赵丽宏, 牛立成, 魏何坤, 等. 视频监控系统在尚志国有林区森林防火中的应用[J]. 林业科技情报, 2022, 54(3): 49-53.
ZHAO L H, NIU L C, WEI H K, et al. Application of video surveillance system in forest fire prevention in Shangzhi state-owned forest area[J]. Forestry Science and Technology Information, 2022, 54(3): 49-53.
[10]
黄水生, 唐小明, 张煜星, 等. 面向集成多监测平台的森林火灾监测信息系统设计[J]. 林业资源管理, 2009(5): 24-28.
HUANG S S, TANG X M, ZHANG Y X, et al. Multi-monitoring platforms integration oriented design on the information system of forest fire monitoring[J]. Forest Resources Management, 2009(5): 24-28.
[11]
田玲玲, 杨光, 张运林. 铜仁市林火驱动因子及火险区划[J]. 中南林业科技大学学报, 2024, 44(12): 59-73.
TIAN L L, YANG G, ZHANG Y L. Forest fire driving factors and fire risk distribution in Tongren City[J]. Journal of Central South University of Forestry & Technology, 2024, 44(12): 59-73.
[12]
李玉冬. 大尺度森林火灾时空变化规律及火险预测研究[D]. 北京: 北京林业大学, 2021.
LI Y D. Study on temporal and spatial variation of forest fire and fire risk prediction in large-scale areas[D]. Beijing: Beijing Forestry University, 2021.
[13]
蔡晓晶, 石蓉丹, 肖化顺, 等. 基于点模式法的湖南省林火时空分布特征[J]. 中南林业科技大学学报, 2024, 44(7): 29-35, 76.
CAI X J, SHI R D, XIAO H S, et al. Spatiotemporal distribution characteristics of forest fires in Hunan based on point pattern methods[J]. Journal of Central South University of Forestry & Technology, 2024, 44(7): 29-35, 76.
[14]
惠珊, 芮小平, 刘红瑛, 等. 基于GIS的林火扑救仿真及扑火位置决策方法[J]. 科学技术与工程, 2016, 16(30): 6-10, 26.
HUI S, RUI X P, LIU H Y, et al. GIS based method for the simulation and location decision making of forest fire suppression[J]. Science Technology and Engineering, 2016, 16(30): 6-10, 26.
[15]
陈天恩, 陈立平, 陈红, 等. 基于GIS的森林火灾现场模拟及其应用[J]. 自然灾害学报, 2007, 16(1): 76-80.
CHEN T E, CHEN L P, CHEN H, et al. GIS-based forest-fire simulation and its application[J]. Journal of Natural Disasters, 2007, 16(1): 76-80.
[16]
周宇飞. 动态数据驱动林火蔓延自适应模拟技术研究[D]. 北京: 中国林业科学研究院, 2010.
ZHOU Y F. Technology of forest fire adaptive spreading simulation based on dynamic data-driven[D]. Beijing: Chinese Academy of Forestry, 2010.
[17]
罗庆, 樊新生, 高更和, 等. 秦巴山区贫困村的空间分布特征及其影响因素[J]. 经济地理, 2016, 36(4): 126-132.
LUO Q, FAN X S, GAO G H, et al. Spatial distribution of poverty village and influencing factors in Qinba mountains[J]. Economic Geography, 2016, 36(4): 126-132.
[18]
刘传勇. 基于建成区平面形态和地理信息整合的襄汾县丁村聚落空间量化分析[D]. 北京: 北京交通大学, 2019.
LIU C Y. The quantitative analysis of settlement space of Dingcun village in Xiangfen County based on the two-dimensional form of built-up area and geographic information integration[D]. Beijing: Beijing Jiaotong University, 2019.
[19]
张俊, 冯越珺, 尤赟. 黄河流域水生态文明建设水平的时空分异及影响因素[J]. 中南林业科技大学学报(社会科学版), 2023, 17(5): 41-51.
ZHANG J, FENG Y J, YOU Y. Spatiotemporal differentiation and influencing factors of water ecological civilization construction in the Yellow River basin[J]. Journal of Central South University of Forestry & Technology (Social Sciences), 2023, 17(5): 41-51.
[20]
胡雨鑫, 王雪梅, 陈滢, 等. 基于地理探测器的我国不同林区林火驱动因素对比分析[J]. 生态学报, 2025, 45(1): 227-238.
HU Y X, WANG X M, CHEN Y, et al. Comparative analysis of forest fire driving in different forest regions of China based on the geographical detector approach[J]. Acta Ecologica Sinica, 2025, 45(1): 227-238.
[21]
卢天汉, 周宇飞, 李小川. 怀集县森林防火远程视频监控系统的设计与实现[J]. 林业与环境科学, 2020, 36(4): 127-130.
LU T H, ZHOU Y F, LI X C. Design and implementation of the forest fire remote video monitoring system of Huaiji County[J]. Forestry and Environmental Science, 2020, 36(4): 127-130.
[22]
王彦卷, 张佳瑜, 侯景伟. 基于地形分析的山区森林火灾监控点选址方法[J]. 林业资源管理, 2020(2): 135-140.
WANG Y J, ZHANG J Y, HOU J W. Location selection methods of mountain forest fire monitoring points based on terrain analysis[J]. Forest Resources Management, 2020(2): 135-140.
[23]
左海龙. 基于GIS空间分析的视频监控点选址系统设计[J]. 电子测试, 2020(6): 72-73.
ZUO H L. Design of video monitoring site selection system based on GIS spatial analysis[J]. Electronic Test, 2020(6): 72-73.
[24]
齐小亚. 甘肃祁连山自然保护区森林防火视频监控点合理布局研究[D]. 北京: 北京林业大学, 2017.
QI X Y. Research on the optimal location of video monitoring spots for forest fire prevention in Gansu Qilian mountain nature reserve[D]. Beijing: Beijing Forestry University, 2017.
2026年第46卷第5期
PDF下载
23
4
引用本文
BibTeX
文章信息
doi: 10.14067/j.cnki.1673-923x.2026.05.007
  • 接收时间：2025-04-09
  • 首发时间：2026-10-30
  • 出版时间：2026-05-25
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期：2025-04-09
  • 修回日期：2025-07-14
基金
国家自然科学基金项目(31470659)
湖南省林业科技攻关与创新资金项目(XLK202435)
作者信息
    1.中南林业科技大学　林学院，湖南　长沙　410004
    2.湖南省林业局，湖南　长沙　410007

通讯作者:

刘发林（），教授，博士，博士研究生导师。
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/znlykj/CN/10.14067/j.cnki.1673-923x.2026.05.007
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
科
Family		 属数
Number of
genus		 种数
Number of
species		 占总种数比例
Percentage of
total species (%)		 属
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
相关链接
论文
最新文章
热读文章
热点专题
内参
蓝皮书
产业发展报告
传播力报告
期刊分级目录
资讯
学术新闻
行业新闻
学术会议
行业会议
关于
关于我们
联系我们
北京市海淀区学院南路86号
100081
010-62662699（运营及技术支持）
qkjq@cast.org.cn

中国科学技术协会版权所有 京ICP 备10216604号-4 海淀分局备案 1101084647
科技导报社主办 中国科协信息中心技术支持