Article(id=1309573269364240948, tenantId=1146029695717560320, journalId=1308397196074385509, issueId=1309573247344144835, articleNumber=null, orderNo=null, doi=10.11733/j.issn.1007-0435.2026.04.025, pmid=null, cstr=null, oa=null, hot=0, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1747756800000, receivedDateStr=2025-05-21, revisedDate=1760889600000, revisedDateStr=2025-10-20, acceptedDate=null, acceptedDateStr=null, onlineDate=1790156198111, onlineDateStr=2026-09-23, pubDate=null, pubDateStr=null, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1790156198111, onlineIssueDateStr=2026-09-23, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1790156198111, creator=13701087609, updateTime=1790156198111, updator=13701087609, issue=Issue{id=1309573247344144835, tenantId=1146029695717560320, journalId=1308397196074385509, year='2026', volume='34', issue='4', pageStart='1137', pageEnd='1556', issueExtLink='null', onlineDate='null', pubDate='1776182400000', pubDateStr='2026-04-15', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1790156192860, creator='13701087609', updateTime=1790156800047, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1309575794117144683, tenantId=1146029695717560320, journalId=1308397196074385509, issueId=1309573247344144835, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1309575794117144684, tenantId=1146029695717560320, journalId=1308397196074385509, issueId=1309573247344144835, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=1430, endPage=1442, ext={EN=ArticleExt(id=1309573269724951095, articleId=1309573269364240948, tenantId=1146029695717560320, journalId=1308397196074385509, language=EN, title=Prediction of the Potential Suitable Habitat of Orinus (Poaceae), an Endemic Genus to the Qinghai-Xizang Plateau under the Background of Climate Change, columnId=null, journalTitle=Acta Agrestia Sinica, columnName=null, runingTitle=null, highlight=null, articleAbstract=This study aimed to clarify the potential suitable habitats of three Orinus species, including O. thoroldii, O. kokonoricus and O. intermedius, under the background of climate change. Based on the data of species distribution records and climate variables, MaxEnt model and ArcGIS were applied to conduct spatial simulation and prediction of three Orinus species. The results showed that the predictive accuracy was high (AUC>0.95). The key environmental factor influencing habitat suitability was altitude for O. thoroldii, the mean temperature of the wettest quarter was the main factor for O. kokonoricus, while the mean diurnal temperature range was the key one for O. intermedius. From the Last Interglacial to the Mid-Holocene, the suitable area for O. thoroldii and O. kokonoricus decreased, while that for O. intermedius increased. Under the future climate scenarios, the suitable area of O. thoroldii and O. kokonoricus showed an initial increase followed by a decrease, whereas the opposite trend was observed for O. intermedius. Currently, the high suitable area of O. thoroldii was mainly located in the southwest of the Qinghai-Xizang Plateau, that of O. kokonoricus was in the east of the Qinghai-Xizang Plateau, while that of O. intermedius was in the central part and northeast of the Qinghai-Xizang Plateau. We thought that the high suitable habitat of Orinus species was in the southwest, east, northeast and central parts of the Qinghai-Xizang Plateau. It is suggested to strengthen in situ protection to cope with the pressure brought by future climate change., authors=CAIRANG Zha-xi1,2, LIU Yu-ping1,2,3, SU Xu1,2,3, QU Rong-ju1,2, WEI Kai-yue1,2, FENG Xu1,2, SUN Cheng-lin1,2, ZHANG Kai-qi1, authorsList=CAIRANG Zha-xi, LIU Yu-ping, SU Xu, QU Rong-ju, WEI Kai-yue, FENG Xu, SUN Cheng-lin, ZHANG Kai-qi, authorCompany=1 School of Life Sciences, Qinghai Normal University, Xining, Qinghai Province 810008, China;
2 Key Laboratory of Biodiversity Formation Mechanism and Comprehensive Utilization of the Qinghai-Xizang Plateau in Qinghai Province, Qinghai Normal University, Xining, Qinghai Province 810008, China;
3 Academy of Plateau Science and Sustainability, Qinghai Normal University, Xining, Qinghai Province 810016, China, correspAuthors=null, 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, fund=null), CN=ArticleExt(id=1309573269653647926, articleId=1309573269364240948, tenantId=1146029695717560320, journalId=1308397196074385509, language=CN, title=气候变化背景下青藏高原特有属固沙草属物种潜在适生区预测, columnId=1309565024058835950, journalTitle=草地学报, columnName=研究论文, runingTitle=null, highlight=null, articleAbstract=本研究旨在明确气候变化背景下固沙草(Orinus thoroldii)、青海固沙草(O.kokonoricus)和居间固沙草(O.intermedius)的潜在适生区。基于物种分布记录与气候因子数据,运用MaxEnt模型与ArcGIS软件进行空间模拟与预测。结果表明,模型预测精度较高(AUC>0.95);影响固沙草适生区分布的关键环境因子为海拔,青海固沙草为最湿季度平均温度,居间固沙草为平均气温日较差。历史时期分析显示,末次间冰期至全新世中期固沙草与青海固沙草的适生区面积减少,居间固沙草增加;未来气候情景下,固沙草与青海固沙草的适生区呈“先增后减”趋势,居间固沙草呈“先减后增”趋势;当前适生区格局表现为固沙草集中于青藏高原西南部,青海固沙草分布于东部,居间固沙草分布于中部与东北部。青藏高原西南、东部、东北及中部为固沙草属高适生区,建议加强就地保护以应对未来气候变化带来的生态压力。, authors=才让扎西1,2, 刘玉萍1,2,3, 苏旭1,2,3, 曲荣举1,2, 韦凯悦1,2, 冯旭1,2, 孙成林1,2, 张凯棋1, authorsList=才让扎西, 刘玉萍, 苏旭, 曲荣举, 韦凯悦, 冯旭, 孙成林, 张凯棋, authorCompany=1 青海师范大学生命科学学院, 青海 西宁 810008;
2 青海师范大学青海省青藏高原生物多样性形成机制与 综合利用重点实验室, 青海 西宁 810008;
3 青海师范大学高原科学与可持续发展研究院, 青海 西宁 810016, correspAuthors=null, authorNote=才让扎西(2001-),男,藏族,青海化隆人,硕士研究生,主要从事高山植物系统与进化研究,E-mail:cairangzhaxi161915@163.com, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=RWsCRDVqf/orhBGO/ggkYg==, pdfFileSize=3847465, 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=青海省重点研发与转化计划-国际合作专项 (2022-HZ-802); 国家自然科学基金项目 (32360305))}, authors=[Author(id=1320576614740644448, tenantId=1146029695717560320, journalId=null, articleId=1309573269364240948, orderNo=null, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=null, authorType=null, ext={EN=AuthorExt(id=null, tenantId=null, journalId=1308397196074385509, articleId=1309573269364240948, authorId=1320576614740644448, language=EN, stringName=CAIRANG Zha-xi, LIU Yu-ping, SU Xu, QU Rong-ju, WEI Kai-yue, FENG Xu, SUN Cheng-lin, ZHANG Kai-qi, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=null, tenantId=null, journalId=1308397196074385509, articleId=1309573269364240948, authorId=1320576614740644448, language=CN, stringName=才让扎西, 刘玉萍, 苏旭, 曲荣举, 韦凯悦, 冯旭, 孙成林, 张凯棋, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=null)], keywords=[Keyword(id=1309573269871751736, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=CN, orderNo=1, keyword=固沙草属), Keyword(id=1309573269926277689, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=CN, orderNo=2, keyword=气候变化), Keyword(id=1309573269997580858, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=CN, orderNo=3, keyword=潜在适生区), Keyword(id=1309573270068884027, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=CN, orderNo=4, keyword=MaxEnt模型), Keyword(id=1309573270156964412, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=EN, orderNo=1, keyword=Orinus), Keyword(id=1309573270224073277, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=EN, orderNo=2, keyword=Climate change), Keyword(id=1309573270324736574, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=EN, orderNo=3, keyword=Potential suitable habitat), Keyword(id=1309573270383456831, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309573269364240948, language=EN, orderNo=4, keyword=MaxEnt model)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1308395841968504927, delFlag=0, nameCn=草地学报, nameEn=Acta Agrestia Sinica, nameHistory1=null, nameHistory2=null, issn=1007-0435, eissn=null, cn=11-3362/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=gCdi9sXCX82eLR6S1d4VLg==, journalPrice=null, startedYear=null, abbrevIsoEn=Acta Agrestia Sinica, journalRemark=null, publicationField=null, createdTime=1789875477545, updatedTime=1789876241473, createdBy=18614031015, updatedBy=13701087609, firstLetterCn=C, firstLetterEn=C, subjectCode=Agriculture, subjectName=null, subjectCodeEn=Agriculture, subjectNameEn=null, picCn=gCdi9sXCX82eLR6S1d4VLg==, picEn=4dKqEDfsaGuyf+bpm/3gfw==, jcr=null, cjcr=null, exts=[JournalExt(id=1308399046192812446, language=CN, name=草地学报, 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=1789876241491, updatedTime=1789876241491, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=, submissionAuthorUrl=https://manu40.magtech.com.cn/JournalX_cdxb/authorLogOn.action, submissionEditorUrl=https://manu40.magtech.com.cn/JournalX_cdxb/editorLogOn.action, submissionReviewUrl=https://manu40.magtech.com.cn/JournalX_cdxb/expertLogOn.action, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""}), JournalExt(id=1308399046268309919, language=EN, name=Acta Agrestia Sinica, 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=1789876241509, updatedTime=1789876241509, createdBy=13701087609, updatedBy=13701087609, submissionGuidelinesUrl=, submissionAuthorUrl=https://manu40.magtech.com.cn/JournalX_cdxb/authorLogOn.action, submissionEditorUrl=https://manu40.magtech.com.cn/JournalX_cdxb/editorLogOn.action, submissionReviewUrl=https://manu40.magtech.com.cn/JournalX_cdxb/expertLogOn.action, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""})], databaseList=null, tenantJournalId=1308397196074385509, websiteList=[Website(id=1308429426430071695, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1308397196074385509, 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/cdxb/CN, language=CN, createTime=1789883484704, createBy=18614031015, updateTime=1789883745058, updateBy=18614031015, name=草地学报-中文, tplId=1146099689490845704, title=草地学报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1308430669353340972, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=articleTextType, value=kx, createTime=1789883781040, updateTime=1789883781040, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669328175145, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=banner, value=null, createTime=1789883781034, updateTime=1789883781034, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669382701103, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=grayFlag, value=0, createTime=1789883781047, updateTime=1789883781047, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669319786536, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=logo, value=https://castjournals.cast.org.cn/joweb/cdxb/CN/file/pic?fileId=BZ28lIoKdB54MmA0z6K66g==, createTime=1789883781032, updateTime=1789883781032, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669395284017, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=minRunFlag, value=0, createTime=1789883781050, updateTime=1789883781050, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669344952363, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/cdxb/CN/file/pic, createTime=1789883781038, updateTime=1789883781038, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669391089712, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=silenceFlag, value=0, createTime=1789883781049, updateTime=1789883781049, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669336563754, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1789883781036, updateTime=1789883781036, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669361729581, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=themeColor, value=null, createTime=1789883781042, updateTime=1789883781042, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430669370118190, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426430071695, code=themeStyle, value=null, createTime=1789883781044, updateTime=1789883781044, creator=18614031015, updator=18614031015)]), Website(id=1308429426501374870, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1308397196074385509, 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/cdxb/EN, language=EN, createTime=1789883484721, createBy=18614031015, updateTime=1789883716139, updateBy=18614031015, name=草地学报-英文, tplId=1146101810881728533, title=Acta Agrestia Sinica, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1308430635979264030, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=articleTextType, value=kx, createTime=1789883773083, updateTime=1789883773083, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430635954098203, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=banner, value=null, createTime=1789883773077, updateTime=1789883773077, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430636000235553, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=grayFlag, value=0, createTime=1789883773088, updateTime=1789883773088, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430635945709594, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=logo, value=https://castjournals.cast.org.cn/joweb/cdxb/EN/file/pic?fileId=BZ28lIoKdB54MmA0z6K66g==, createTime=1789883773075, updateTime=1789883773075, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430636012818467, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=minRunFlag, value=0, createTime=1789883773091, updateTime=1789883773091, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430635970875421, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/cdxb/EN/file/pic, createTime=1789883773081, updateTime=1789883773081, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430636004429858, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=silenceFlag, value=0, createTime=1789883773089, updateTime=1789883773089, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430635962486812, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1789883773079, updateTime=1789883773079, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430635987652639, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=themeColor, value=null, createTime=1789883773085, updateTime=1789883773085, creator=18614031015, updator=18614031015), WebsiteProps(id=1308430635991846944, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1308429426501374870, code=themeStyle, value=null, createTime=1789883773086, updateTime=1789883773086, creator=18614031015, updator=18614031015)])], journalTitle=草地学报, weixinUrl=null, journalUrl=https://manu40.magtech.com.cn/Jweb_cdxb, iacademicId=null, status=1, seqNo=null, journalTitleEn=Acta Agrestia Sinica, journalPhotoCn=gCdi9sXCX82eLR6S1d4VLg==, journalPhotoEn=4dKqEDfsaGuyf+bpm/3gfw==, journalFirstLetter=C, 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/cdxb/CN/10.11733/j.issn.1007-0435.2026.04.025, detailUrlEn=https://castjournals.cast.org.cn/joweb/cdxb/EN/10.11733/j.issn.1007-0435.2026.04.025, pdfUrlCn=https://castjournals.cast.org.cn/joweb/cdxb/CN/PDF/10.11733/j.issn.1007-0435.2026.04.025, pdfUrlEn=https://castjournals.cast.org.cn/joweb/cdxb/EN/PDF/10.11733/j.issn.1007-0435.2026.04.025, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1776182400000, fullTextJson=null, articleText=null, reference=CHEN B. Mechanisms of climate warming affecting coexistence of alpine grassland plants on the Qinghai-Tibet Plateau[D]. Lanzhou:Lanzhou University,2023:2-4 陈波. 气候变暖影响青藏高原高寒草地植物共存的机制[D]. 兰州:兰州大学,2023:2-4
LI H Y,WANG X T,ZHENG X Q,et al. Response of woody plants to climate warming during phenological period in No. 8 division of Xinjiang production and construction corps[J]. Chinese Agricultural Science Bulletin,2021,37(12):58-63 李红英,王啸天,郑晓倩,等. 新疆农八师垦区木本植物物候期对气候变暖的响应[J]. 中国农学通报,2021,37(12):58-63
GONG B Y,WENG B S,YAN D H,et al. Variation of hydrothermal conditions under climate change in Naqu prefecture,Tibet Plateau,China[J]. International Journal of Environmental Research and Public Health,2018,15(10):2271
ALBERTO F J,AITKEN S N,ALÍA R,et al. Potential for evolutionary responses to climate change–evidence from tree populations[J]. Global Change Biology,2013,19(6):1645-1661
YAO T D,XUE Y K,CHEN D L,et al. Recent third pole’s rapid warming accompanies cryospheric melt and water cycle intensification and interactions between monsoon and environment: multidisciplinary approach with observations,modeling,and analysis[J]. Bulletin of the American Meteorological Society,2019,100(3):423-444
MA B B,SUN J. Predicting the distribution of Stipa purpurea across the Tibetan Plateau via the MaxEnt model[J]. BMC Ecology,2018,18(1):10
XING Y F,SHI J J,DE K J,et al. The current distribution of Carex alatauensis in the Qinghai–Tibet Plateau estimated by MaxEnt[J]. Agronomy,2023,13(2):564
LU J Z,LU H W,BRUSSEAU M L,et al. Interaction of climate change,potentially toxic elements (PTEs),and topography on plant diversity and ecosystem functions in a high-altitude mountainous region of the Tibetan Plateau[J]. Chemosphere,2021,275:130099
JIMÉNEZ L,SOBERÓN J. Estimating the fundamental niche: accounting for the uneven availability of existing climates in the calibration area[J]. Ecological Modelling,2022,464:109823
LI F F,LI L,WU G S,et al. Habitat suitability assessment of Panthera uncia in Qilian Mountains of Qinghai based on MAXENT modeling[J]. Acta Ecologica Sinica,2023,43(6):2202-2209 李芳菲,李丽,吴巩胜,等. 基于最大熵模型的青海祁连山雪豹生境适宜性评价[J]. 生态学报,2023,43(6):2202-2209
COLLI-SILVA M,PIRANI J R,ZIZKA A. Ecological niche models and point distribution data reveal a differential coverage of the cacao relatives (Malvaceae) in South American protected areas[J]. Ecological Informatics,2022,69:101668
YANG J T,HUANG Y,JIANG X,et al. Potential geographical distribution of the edangred plant Isoetes under human activities using MaxEnt and GARP[J]. Global Ecology and Conservation,2022,38:e02186
WANG X F,DUAN Y X,JIN L L,et al. Prediction of historical,present and future distribution of Quercus sect. Heterobalanus based on the optimized MaxEnt model in China[J]. Acta Ecologica Sinica,2023,43(16):6590-6604 王晓帆,段雨萱,金露露,等. 基于优化的最大熵模型预测中国高山栎组植物的历史、现状与未来分布变化[J]. 生态学报,2023,43(16):6590-6604
WEI Y K,MEN Y L,ZHU G P. Impact of global climate change on potential distributions of Alternanthera philoxeroides and Agasicles hygrophila[J]. Journal of Tianjin Normal University (Natural Science Edition),2023,43(2):28-33 魏玉坤,门永亮,朱耿平. 全球气候变化对喜旱莲子草和莲草直胸跳甲潜在分布的影响[J]. 天津师范大学学报(自然科学版),2023,43(2):28-33
LEI J Q,LIU Y P,SU X,et al. Prediction of potential suitable areas of Elymus atratus and Elymus purpuraristatus in China under climate change scenarios[J]. Acta Agrestia Sinica,2025,33(7):2309-2319 雷洁琼,刘玉萍,苏旭,等. 气候变化背景下黑紫披碱草和紫芒披碱草在中国的潜在适生区预测[J]. 草地学报,2025,33(7):2309-2319
OVALLE-RIVERA O,LÄDERACH P,BUNN C,et al. Projected shifts in Coffea Arabica suitability among major global producing regions due to climate change[J]. PLoS One,2015,10(4):e0124155
DOU Q H,CHEN C H,ZENGTAI Y H,et al. Evaluation of habitat suitability of important medicinal plants Gentianaceae in the Qinghai-Tibet Plateau based on the optimized maximum entropy model[J]. Acta Agrestia Sinica,2025,33(9):3024-3033 窦全慧,陈程浩,曾太乙亥,等. 基于优化的MaxEnt模型预测龙胆科重要药用植物在青藏高原的生境适宜性研究[J]. 草地学报,2025,33(9):3024-3033
WANG P S,LIU G,LI X X,et al. Potential distribution of Elymus nutans in China under future climate scenarios[J]. Chinese Journal of Ecology,2025,44(2):590-599 王鹏森,刘刚,李旭旭,等. 未来气候情景下垂穗披碱草在中国的潜在分布[J]. 生态学杂志,2025,44(2):590-599
SU X,LIU Y P,WU G L,et al A taxonomic revision of Orinus (Poaceae) with a new species,O. intermedius,from the Qinghai-Tibet Plateau[J]. Novon,2017,25(2):206-213
LIU Y P,LV T,ZHOU Y H,et al. Taxonomic notes on two taxa of Orinus(Poaceae),an endemic genus from the Qinghai-Tibet Plateau[J]. Acta Botanica Boreali-Occidentalia Sinica,2017,37(4):820-829 刘玉萍,吕婷,周勇辉,等. 青藏高原特有属—固沙草属(禾本科)2个类群的修订[J]. 西北植物学报,2017,37(4):820-829
SU X,WU G L,LI L L,et al. Species delimitation in plants using the Qinghai-Tibet Plateau endemic Orinus (Poaceae: tridentinae) as an example[J]. Annals of Botany,2015,116(1):35-48
YANG X L. Orinus[M]. Beijing:Science Press,1990:4-5 杨锡麟. 固沙草属[M]. 北京:科学出版社,1990:4-5
LIU Y P,SU X,ZHOU Y H,et al. Taxonomic review of Orinus(Poaceae)[J]. Acta Agrestia Sinica,2015,23(3):453-456 刘玉萍,苏旭,周勇辉,等. 固沙草属的分类现状及主要存在的问题[J]. 草地学报,2015,23(3):453-456
SU X,YUE W,LIU J Q. Germplasm collection and preservation of Orinus (Poaceae) in the Qinghai-Tibet Plateau[J]. Plant Diversity and Resources,2013,35(3):343-347 苏旭,岳伟,刘建全. 青藏高原固沙草属种质资源收集和保存[J]. 植物分类与资源学报,2013,35(3):343-347
LIU Y P,LV T,LIU T,et al. Study on pedigree geography of alpine endemic genus of Qinghai-Tibet Plateau[J]. Qinghai Science and Technology,2017,24(1):48-52 刘玉萍,吕婷,刘涛,等. 青藏高原高山特有属—固沙草属谱系地理学研究[J]. 青海科技,2017,24(1):48-52
LIU Y P. A study on species delimitation and genetic diversity of the endemic genus Orinus on the Qinghai-Tibet Plateau. Xian:Shanxi Normal University,2015:2-3 刘玉萍. 青藏高原特有属固沙草属的物种界定与遗传多样性研究[D]. 西安:陕西师范大学,2015:2-3
XIN Y C. The analysis of nutrition ingredient of grass in Qinhai natural grassland[J]. Qinghai Prataculture,2011,20(1):26-31,9 辛玉春. 青海天然草地牧草营养成分分析[J]. 青海草业,2011,20(1):26-31,9
SU X,LIU T,LIU Y P,et al. Adaptive radiation in Orinus,an endemic alpine grass of the Qinghai-Tibet Plateau,based on comparative transcriptomic analysis[J]. Journal of Plant Physiology,2022,277:153786
QU K J,LIU A,YIN M,et al. A genome assembly for Orinus kokonorica provides insights into the origin,adaptive evolution and further diversification of two closely related grass Genera[J]. Communications Biology,2023,6:1223
STUART L PIMM C N J. Connecting habitats to prevent species extinctions[J]. American Scientist,2019,107(3):162-16
XIAO J H,DING X,CAI C N,et al. Simulation of the potential distribution of Phoebe bournei with climate changes using the maximum-entropy (MaxEnt) model[J]. Acta Ecologica Sinica,2021,41(14):5703-5712 肖建华,丁鑫,蔡超男,等. 闽楠(Phoebe bournei,Lauraceae)地理分布及随气候变化的分布格局模拟[J]. 生态学报,2021,41(14):5703-5712
TAKASAKI M,KONOSHIMA T,KOMATSU K,et al. Anti-tumor-promoting activity of lignans from the aerial part of Saussurea medusa[J]. Cancer Letters,2000,158(1):53-59
YU R X,JANG L,MELL J,et al. Anti-inflammatory effects of alcohol extract from Saussurea medusa Maxim against lipopolysaccharides-induced acute lung injury mice[J]. International Journal of Clinical and Experimental Medicine,2019,3:112-118
CAO J Y,DONG Q,WANG Z Y,et al. Megastigmane sesquiterpenoids from Saussurea medusa and their anti-inflammatory activities[J]. Natural Product Research,2023,37(18):3074-3082
CUENA-LOMBRAÑA A,FOIS M,FENU G,et al. The impact of climatic variations on the reproductive success of Gentiana lutea L. in a Mediterranean mountain area[J]. International Journal of Biometeorology,2018,62(7):1283-1295
ZHANG X M,LIU T,REN S J,et al. Identification of potential areas of three wild forages in Tibet Region based on MaxEnt model[J]. Acta Agrestia Sinica,2023,31(8):2314-2322 张雪梅,刘涛,任世杰,等. 基于MaxEnt模型的3种野生牧草西藏地区潜在适生区分析[J]. 草地学报,2023,31(8):2314-2322
WANG R L,LI Q,FENG C H,et al. Predicting potential ecological distribution of Locusta migratoria tibetensis in China using MaxEnt ecological niche modeling[J]. Acta Ecologica Sinica,2017,37(24):8556-8566 王茹琳,李庆,封传红,等. 基于MaxEnt的西藏飞蝗在中国的适生区预测[J]. 生态学报,2017,37(24):8556-8566
YE X Z,ZHANG M Z,LAI W F,et al. Prediction of potential suitable distribution of Phoebe bournei based on MaxEnt optimization model[J]. Acta Ecologica Sinica,2021,41(20):8135-8144 叶兴状,张明珠,赖文峰,等. 基于MaxEnt优化模型的闽楠潜在适宜分布预测[J]. 生态学报,2021,41(20):8135-8144
PHILLIPS S J,ANDERSON R P,SCHAPIRE R E. Maximum entropy modeling of species geographic distributions[J]. Ecological Modelling,2006,190(3/4):231-259
SOBERON J,PETERSON A T. Interpretation of models of fundamental ecological niches and species distributional areas[J]. Biodiversity Informatics,2005,2:1-10
BARVE N,BARVE V,JIMÉNEZ-VALVERDE A,et al. The crucial role of the accessible area in ecological niche modeling and species distribution modeling[J]. Ecological Modelling,2011,222(11):1810-1819
CAO Q,GAO Q B,GUO W J,et al. Impacts of human activities and environmental factors on potential distribution of Swertia przewalskii Pissjauk.,an endemic plant in Qing-Tibetan Plateau,using MaxEnt[J]. Plant Science Journal,2021,39(1):22-31 曹倩,高庆波,郭万军,等. 基于MaxEnt模拟人类活动与环境因子对青藏高原特有植物祁连獐牙菜潜在分布的影响[J]. 植物科学学报,2021,39(1):22-31
SANCZUK P,DE LOMBAERDE E,HAESEN S,et al. Species distribution models and a 60-year-old transplant experiment reveal inhibited forest plant range shifts under climate change[J]. Journal of Biogeography,2022,49(3):537-550
LI X L,SU X,WANG D,et al. Prediction of the geographical distribution pattern of Rhodiola tangutica (Crassulaceae) under the background of climate change,an endemic species from the Qinghai-Tibet Plateau[J]. Bulletin of Botanical Research,2024,44(2):168-179 李小莉,苏旭,王东,等. 气候变化背景下青藏高原特有种唐古特红景天的地理分布格局预测[J]. 植物研究,2024,44(2):168-179
DONG R,CHU B,HUA R,et al. Geographical distribution prediction of Stellera chamaejasme in the Qinghai-Tibet Plateau under future climate change scenarios[J]. Chinese Journal of Grassland,2022,44(4):10-20 董瑞,楚彬,花蕊,等. 未来气候情景下青藏高原瑞香狼毒(Stellera chamaejasme)的地理分布预测[J]. 中国草地学报,2022,44(4):10-20
ZHANG X J,WANG T X,YANG Y X,et al. Projecting the potential suitable distributions of Arenaria kansuensis in the Three-Rivers Headwaters region,Qinghai Province,under CMIP6 climate scenarios[J]. Pratacultural Science,2024,41(4):790-801 张秀娟,王彤新,杨妍希,等. CMIP6气候变化情景下青海三江源区雪灵芝潜在适宜分布预测[J]. 草业科学,2024,41(4):790-801
HU H W,WEI Y Q,WANG W Y,et al. Impacts of climate change on the potential distribution of endangered plants Anisodus tanguticus and Anisodus luridus in the Qinghai-Tibetan Plateau[J]. Journal of Lanzhou University (Natural Sciences),2023,59(2):182-189 胡华伟,魏彦强,王文颖,等. 气候变化对青藏高原濒危植物山茛菪和铃铛子潜在分布的影响[J]. 兰州大学学报(自然科学版),2023,59(2):182-189
YING L X,LIU Y,CHEN S T,et al. Simulation of the potential range of Pistacia weinmannifolia in Southwest China with climate change based on the maximum-entropy(Maxent) model[J]. Biodiversity Science,2016,24(4):453-461 应凌霄,刘晔,陈绍田,等. 气候变化情景下基于最大熵模型的中国西南地区清香木潜在分布格局模拟[J]. 生物多样性,2016,24(4):453-461
LI C L,KANG S C. Review of studies in climate change over the Tibetan Plateau[J]. Acta Geographica Sinica,2006,61(3):327-335 李潮流,康世昌. 青藏高原不同时段气候变化的研究综述[J]. 地理学报,2006,61(3):327-335
YAO T D,SHI Y F,QIN D H,et al. Study on climate change records since the last interglacial period in Guriya ice core[J]. Science in China,Ser D,1997,27(5):447-452 姚檀栋,施雅风,秦大河,等. 古里雅冰芯中末次间冰期以来气候变化记录研究[J]. 中国科学(D辑:地球科学),1997,27(5):447-452
ZHENG D,LIN Z Y,ZHANG X Q. Progress in studies of Tibetan Plateau and global environmental change[J]. Earth Science Frontiers,2002,9(1):95-102 郑度,林振耀,张雪芹. 青藏高原与全球环境变化研究进展[J]. 地学前缘,2002,9(1):95-102
TANG L Y,SHEN C M,KONG Z Z,et al. Pollen evidence of climate during the Last Glacial Maximum in eastern Tibetan plateau[J]. Journal of Glaciology and Geocryology,1998,20(2):133-140
LINSLEY B K. Oxygen-isotope record of sea level and climate variations in the Sulu Sea over the past 150,000 years[J]. Nature,1996,380(6571):234-237
ZHU L P,LÜ X M,WANG J B,et al. Climate change on the Tibetan Plateau in response to shifting atmospheric circulation since the LGM[J]. Scientific Reports,2015,5:13318
DYKOSKI C A,EDWARDS R L,CHENG H,et al. A high-resolution,absolute-dated Holocene and deglacial Asian monsoon record from Dongge Cave,China[J]. Earth and Planetary Science Letters,2005,233(1/2):71-86
HOU G L,XU C J,CAO G C,et al. The spatial-temporal simulation of mankind’s expansion on the Tibetan Plateau during last deglaciation-middle Holocene[J]. Quaternary Sciences,2017,37(4):709-720 侯光良,许长军,曹广超,等. 青藏高原末次冰消期-全新世中期人类扩张的时空模拟[J]. 第四纪研究,2017,37(4):709-720
QIN Y S,LI T G,CANG S X. Abrupt changes in earth’s climate system since last interglacial[J]. Advance in Earth Sciences,2000,15(3):243-250 秦蕴珊,李铁刚,苍树溪. 末次间冰期以来地球气候系统的突变[J]. 地球科学进展,2000,15(3):243-250
TANG L Y,SHEN C M,KONG Z C,et al. Pollen evidence of climate during the Last Glacial Maximum in eastern Tibetan Plateau[J]. Journal of Glaciology and Geocryology,1998,20(2):133-140 唐领余,沈才明,孔昭宸,等. 青藏高原东部末次冰期最盛期气候的花粉证据[J]. 冰川冻土,1998,20(2):133-140
WU Z H,ZHAO X T,WU Z H,et al. Changes of paleovegetation,paleoclimate and lake surface since the Last Glacial Maximum in Namco,Xizang[J]. Geological Bulletin of China,2003,22(S1):928-935 吴中海,赵希涛,吴珍汉,等. 西藏纳木错末次盛冰期以来的古植被、古气候和湖面变化[J]. 地质通报,2003,22(S1):928-935
HU Z J,ZHANG Y L,YU H B. Simulation of Stipa purpurea distribution pattern on Tibetan Plateau based on MaxEnt model and GIS[J]. Chinese Journal of Applied Ecology,2015,26(2):505-511 胡忠俊,张镱锂,于海彬. 基于MaxEnt模型和GIS的青藏高原紫花针茅分布格局模拟[J]. 应用生态学报,2015,26(2):505-511
DU F K,HOU M,WANG W T,et al. Phylogeography of Quercus aquifolioides provides novel insights into the Neogene history of a major global hotspot of plant diversity in south-west China[J]. Journal of Biogeography,2017,44(2):294-307
MA Q L,WEI L Y,CHEN F,et al. Population dynamics of Agriophyllum squarrosum along an ecosystem restoration chronosequence in the Tengger Desert,China: indication implications for desertification combating[J]. Global Ecology and Conservation,2021,30:e01746
LI L,CHEN J K. Influence of climate change on wild plants and the conservation strategies[J]. Biodiversity Science,2014,22(5):549-563 黎磊,陈家宽. 气候变化对野生植物的影响及保护对策[J]. 生物多样性,2014,22(5):549-563)
收藏切换
气候变化背景下青藏高原特有属固沙草属物种潜在适生区预测
收藏切换
PDF下载
才让扎西, 刘玉萍, 苏旭, 曲荣举, 韦凯悦, 冯旭, 孙成林, 张凯棋
草地学报 | 研究论文 2026,34(4): 1430-1442
收起
收藏切换
草地学报 |研究论文 2026 , 34 (4) : 1430 -1442
气候变化背景下青藏高原特有属固沙草属物种潜在适生区预测
全屏
[Author(id=1320576614740644448, tenantId=1146029695717560320, journalId=null, articleId=1309573269364240948, orderNo=null, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=null, email=null, emailSecond=null, emailThird=null, correspondingAuthor=null, authorType=null, ext={EN=AuthorExt(id=null, tenantId=null, journalId=1308397196074385509, articleId=1309573269364240948, authorId=1320576614740644448, language=EN, stringName=CAIRANG Zha-xi, LIU Yu-ping, SU Xu, QU Rong-ju, WEI Kai-yue, FENG Xu, SUN Cheng-lin, ZHANG Kai-qi, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=null, tenantId=null, journalId=1308397196074385509, articleId=1309573269364240948, authorId=1320576614740644448, language=CN, stringName=才让扎西, 刘玉萍, 苏旭, 曲荣举, 韦凯悦, 冯旭, 孙成林, 张凯棋, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=null, address=null, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=null)]
才让扎西, 刘玉萍, 苏旭, 曲荣举, 韦凯悦, 冯旭, 孙成林, 张凯棋
作者信息
作者简介:
才让扎西(2001-),男,藏族,青海化隆人,硕士研究生,主要从事高山植物系统与进化研究,E-mail:cairangzhaxi161915@163.com
Prediction of the Potential Suitable Habitat of Orinus (Poaceae), an Endemic Genus to the Qinghai-Xizang Plateau under the Background of Climate Change
CAIRANG Zha-xi, LIU Yu-ping, SU Xu, QU Rong-ju, WEI Kai-yue, FENG Xu, SUN Cheng-lin, ZHANG Kai-qi
Affiliations
    1 School of Life Sciences, Qinghai Normal University, Xining, Qinghai Province 810008, China;
    2 Key Laboratory of Biodiversity Formation Mechanism and Comprehensive Utilization of the Qinghai-Xizang Plateau in Qinghai Province, Qinghai Normal University, Xining, Qinghai Province 810008, China;
    3 Academy of Plateau Science and Sustainability, Qinghai Normal University, Xining, Qinghai Province 810016, China
doi: 10.11733/j.issn.1007-0435.2026.04.025
文章导航
收藏切换
本研究旨在明确气候变化背景下固沙草(Orinus thoroldii)、青海固沙草(O.kokonoricus)和居间固沙草(O.intermedius)的潜在适生区。基于物种分布记录与气候因子数据,运用MaxEnt模型与ArcGIS软件进行空间模拟与预测。结果表明,模型预测精度较高(AUC>0.95);影响固沙草适生区分布的关键环境因子为海拔,青海固沙草为最湿季度平均温度,居间固沙草为平均气温日较差。历史时期分析显示,末次间冰期至全新世中期固沙草与青海固沙草的适生区面积减少,居间固沙草增加;未来气候情景下,固沙草与青海固沙草的适生区呈“先增后减”趋势,居间固沙草呈“先减后增”趋势;当前适生区格局表现为固沙草集中于青藏高原西南部,青海固沙草分布于东部,居间固沙草分布于中部与东北部。青藏高原西南、东部、东北及中部为固沙草属高适生区,建议加强就地保护以应对未来气候变化带来的生态压力。
固沙草属  /  气候变化  /  潜在适生区  /  MaxEnt模型
This study aimed to clarify the potential suitable habitats of three Orinus species, including O. thoroldii, O. kokonoricus and O. intermedius, under the background of climate change. Based on the data of species distribution records and climate variables, MaxEnt model and ArcGIS were applied to conduct spatial simulation and prediction of three Orinus species. The results showed that the predictive accuracy was high (AUC>0.95). The key environmental factor influencing habitat suitability was altitude for O. thoroldii, the mean temperature of the wettest quarter was the main factor for O. kokonoricus, while the mean diurnal temperature range was the key one for O. intermedius. From the Last Interglacial to the Mid-Holocene, the suitable area for O. thoroldii and O. kokonoricus decreased, while that for O. intermedius increased. Under the future climate scenarios, the suitable area of O. thoroldii and O. kokonoricus showed an initial increase followed by a decrease, whereas the opposite trend was observed for O. intermedius. Currently, the high suitable area of O. thoroldii was mainly located in the southwest of the Qinghai-Xizang Plateau, that of O. kokonoricus was in the east of the Qinghai-Xizang Plateau, while that of O. intermedius was in the central part and northeast of the Qinghai-Xizang Plateau. We thought that the high suitable habitat of Orinus species was in the southwest, east, northeast and central parts of the Qinghai-Xizang Plateau. It is suggested to strengthen in situ protection to cope with the pressure brought by future climate change.
Orinus  /  Climate change  /  Potential suitable habitat  /  MaxEnt model
才让扎西, 刘玉萍, 苏旭, 曲荣举, 韦凯悦, 冯旭, 孙成林, 张凯棋. 气候变化背景下青藏高原特有属固沙草属物种潜在适生区预测. 草地学报, 2026 , 34 (4) : 1430 -1442 . DOI: 10.11733/j.issn.1007-0435.2026.04.025
CAIRANG Zha-xi, LIU Yu-ping, SU Xu, QU Rong-ju, WEI Kai-yue, FENG Xu, SUN Cheng-lin, ZHANG Kai-qi. Prediction of the Potential Suitable Habitat of Orinus (Poaceae), an Endemic Genus to the Qinghai-Xizang Plateau under the Background of Climate Change[J]. Acta Agrestia Sinica, 2026 , 34 (4) : 1430 -1442 . DOI: 10.11733/j.issn.1007-0435.2026.04.025

    青海省重点研发与转化计划-国际合作专项 (2022-HZ-802); 国家自然科学基金项目 (32360305)

参考文献 引证文献
排序方式:
CHEN B. Mechanisms of climate warming affecting coexistence of alpine grassland plants on the Qinghai-Tibet Plateau[D]. Lanzhou:Lanzhou University,2023:2-4 陈波. 气候变暖影响青藏高原高寒草地植物共存的机制[D]. 兰州:兰州大学,2023:2-4
LI H Y,WANG X T,ZHENG X Q,et al. Response of woody plants to climate warming during phenological period in No. 8 division of Xinjiang production and construction corps[J]. Chinese Agricultural Science Bulletin,2021,37(12):58-63 李红英,王啸天,郑晓倩,等. 新疆农八师垦区木本植物物候期对气候变暖的响应[J]. 中国农学通报,2021,37(12):58-63
GONG B Y,WENG B S,YAN D H,et al. Variation of hydrothermal conditions under climate change in Naqu prefecture,Tibet Plateau,China[J]. International Journal of Environmental Research and Public Health,2018,15(10):2271
ALBERTO F J,AITKEN S N,ALÍA R,et al. Potential for evolutionary responses to climate change–evidence from tree populations[J]. Global Change Biology,2013,19(6):1645-1661
YAO T D,XUE Y K,CHEN D L,et al. Recent third pole’s rapid warming accompanies cryospheric melt and water cycle intensification and interactions between monsoon and environment: multidisciplinary approach with observations,modeling,and analysis[J]. Bulletin of the American Meteorological Society,2019,100(3):423-444
MA B B,SUN J. Predicting the distribution of Stipa purpurea across the Tibetan Plateau via the MaxEnt model[J]. BMC Ecology,2018,18(1):10
XING Y F,SHI J J,DE K J,et al. The current distribution of Carex alatauensis in the Qinghai–Tibet Plateau estimated by MaxEnt[J]. Agronomy,2023,13(2):564
LU J Z,LU H W,BRUSSEAU M L,et al. Interaction of climate change,potentially toxic elements (PTEs),and topography on plant diversity and ecosystem functions in a high-altitude mountainous region of the Tibetan Plateau[J]. Chemosphere,2021,275:130099
JIMÉNEZ L,SOBERÓN J. Estimating the fundamental niche: accounting for the uneven availability of existing climates in the calibration area[J]. Ecological Modelling,2022,464:109823
LI F F,LI L,WU G S,et al. Habitat suitability assessment of Panthera uncia in Qilian Mountains of Qinghai based on MAXENT modeling[J]. Acta Ecologica Sinica,2023,43(6):2202-2209 李芳菲,李丽,吴巩胜,等. 基于最大熵模型的青海祁连山雪豹生境适宜性评价[J]. 生态学报,2023,43(6):2202-2209
COLLI-SILVA M,PIRANI J R,ZIZKA A. Ecological niche models and point distribution data reveal a differential coverage of the cacao relatives (Malvaceae) in South American protected areas[J]. Ecological Informatics,2022,69:101668
YANG J T,HUANG Y,JIANG X,et al. Potential geographical distribution of the edangred plant Isoetes under human activities using MaxEnt and GARP[J]. Global Ecology and Conservation,2022,38:e02186
WANG X F,DUAN Y X,JIN L L,et al. Prediction of historical,present and future distribution of Quercus sect. Heterobalanus based on the optimized MaxEnt model in China[J]. Acta Ecologica Sinica,2023,43(16):6590-6604 王晓帆,段雨萱,金露露,等. 基于优化的最大熵模型预测中国高山栎组植物的历史、现状与未来分布变化[J]. 生态学报,2023,43(16):6590-6604
WEI Y K,MEN Y L,ZHU G P. Impact of global climate change on potential distributions of Alternanthera philoxeroides and Agasicles hygrophila[J]. Journal of Tianjin Normal University (Natural Science Edition),2023,43(2):28-33 魏玉坤,门永亮,朱耿平. 全球气候变化对喜旱莲子草和莲草直胸跳甲潜在分布的影响[J]. 天津师范大学学报(自然科学版),2023,43(2):28-33
LEI J Q,LIU Y P,SU X,et al. Prediction of potential suitable areas of Elymus atratus and Elymus purpuraristatus in China under climate change scenarios[J]. Acta Agrestia Sinica,2025,33(7):2309-2319 雷洁琼,刘玉萍,苏旭,等. 气候变化背景下黑紫披碱草和紫芒披碱草在中国的潜在适生区预测[J]. 草地学报,2025,33(7):2309-2319
OVALLE-RIVERA O,LÄDERACH P,BUNN C,et al. Projected shifts in Coffea Arabica suitability among major global producing regions due to climate change[J]. PLoS One,2015,10(4):e0124155
DOU Q H,CHEN C H,ZENGTAI Y H,et al. Evaluation of habitat suitability of important medicinal plants Gentianaceae in the Qinghai-Tibet Plateau based on the optimized maximum entropy model[J]. Acta Agrestia Sinica,2025,33(9):3024-3033 窦全慧,陈程浩,曾太乙亥,等. 基于优化的MaxEnt模型预测龙胆科重要药用植物在青藏高原的生境适宜性研究[J]. 草地学报,2025,33(9):3024-3033
WANG P S,LIU G,LI X X,et al. Potential distribution of Elymus nutans in China under future climate scenarios[J]. Chinese Journal of Ecology,2025,44(2):590-599 王鹏森,刘刚,李旭旭,等. 未来气候情景下垂穗披碱草在中国的潜在分布[J]. 生态学杂志,2025,44(2):590-599
SU X,LIU Y P,WU G L,et al A taxonomic revision of Orinus (Poaceae) with a new species,O. intermedius,from the Qinghai-Tibet Plateau[J]. Novon,2017,25(2):206-213
LIU Y P,LV T,ZHOU Y H,et al. Taxonomic notes on two taxa of Orinus(Poaceae),an endemic genus from the Qinghai-Tibet Plateau[J]. Acta Botanica Boreali-Occidentalia Sinica,2017,37(4):820-829 刘玉萍,吕婷,周勇辉,等. 青藏高原特有属—固沙草属(禾本科)2个类群的修订[J]. 西北植物学报,2017,37(4):820-829
SU X,WU G L,LI L L,et al. Species delimitation in plants using the Qinghai-Tibet Plateau endemic Orinus (Poaceae: tridentinae) as an example[J]. Annals of Botany,2015,116(1):35-48
YANG X L. Orinus[M]. Beijing:Science Press,1990:4-5 杨锡麟. 固沙草属[M]. 北京:科学出版社,1990:4-5
LIU Y P,SU X,ZHOU Y H,et al. Taxonomic review of Orinus(Poaceae)[J]. Acta Agrestia Sinica,2015,23(3):453-456 刘玉萍,苏旭,周勇辉,等. 固沙草属的分类现状及主要存在的问题[J]. 草地学报,2015,23(3):453-456
SU X,YUE W,LIU J Q. Germplasm collection and preservation of Orinus (Poaceae) in the Qinghai-Tibet Plateau[J]. Plant Diversity and Resources,2013,35(3):343-347 苏旭,岳伟,刘建全. 青藏高原固沙草属种质资源收集和保存[J]. 植物分类与资源学报,2013,35(3):343-347
LIU Y P,LV T,LIU T,et al. Study on pedigree geography of alpine endemic genus of Qinghai-Tibet Plateau[J]. Qinghai Science and Technology,2017,24(1):48-52 刘玉萍,吕婷,刘涛,等. 青藏高原高山特有属—固沙草属谱系地理学研究[J]. 青海科技,2017,24(1):48-52
LIU Y P. A study on species delimitation and genetic diversity of the endemic genus Orinus on the Qinghai-Tibet Plateau. Xian:Shanxi Normal University,2015:2-3 刘玉萍. 青藏高原特有属固沙草属的物种界定与遗传多样性研究[D]. 西安:陕西师范大学,2015:2-3
XIN Y C. The analysis of nutrition ingredient of grass in Qinhai natural grassland[J]. Qinghai Prataculture,2011,20(1):26-31,9 辛玉春. 青海天然草地牧草营养成分分析[J]. 青海草业,2011,20(1):26-31,9
SU X,LIU T,LIU Y P,et al. Adaptive radiation in Orinus,an endemic alpine grass of the Qinghai-Tibet Plateau,based on comparative transcriptomic analysis[J]. Journal of Plant Physiology,2022,277:153786
QU K J,LIU A,YIN M,et al. A genome assembly for Orinus kokonorica provides insights into the origin,adaptive evolution and further diversification of two closely related grass Genera[J]. Communications Biology,2023,6:1223
STUART L PIMM C N J. Connecting habitats to prevent species extinctions[J]. American Scientist,2019,107(3):162-16
XIAO J H,DING X,CAI C N,et al. Simulation of the potential distribution of Phoebe bournei with climate changes using the maximum-entropy (MaxEnt) model[J]. Acta Ecologica Sinica,2021,41(14):5703-5712 肖建华,丁鑫,蔡超男,等. 闽楠(Phoebe bournei,Lauraceae)地理分布及随气候变化的分布格局模拟[J]. 生态学报,2021,41(14):5703-5712
TAKASAKI M,KONOSHIMA T,KOMATSU K,et al. Anti-tumor-promoting activity of lignans from the aerial part of Saussurea medusa[J]. Cancer Letters,2000,158(1):53-59
YU R X,JANG L,MELL J,et al. Anti-inflammatory effects of alcohol extract from Saussurea medusa Maxim against lipopolysaccharides-induced acute lung injury mice[J]. International Journal of Clinical and Experimental Medicine,2019,3:112-118
CAO J Y,DONG Q,WANG Z Y,et al. Megastigmane sesquiterpenoids from Saussurea medusa and their anti-inflammatory activities[J]. Natural Product Research,2023,37(18):3074-3082
CUENA-LOMBRAÑA A,FOIS M,FENU G,et al. The impact of climatic variations on the reproductive success of Gentiana lutea L. in a Mediterranean mountain area[J]. International Journal of Biometeorology,2018,62(7):1283-1295
ZHANG X M,LIU T,REN S J,et al. Identification of potential areas of three wild forages in Tibet Region based on MaxEnt model[J]. Acta Agrestia Sinica,2023,31(8):2314-2322 张雪梅,刘涛,任世杰,等. 基于MaxEnt模型的3种野生牧草西藏地区潜在适生区分析[J]. 草地学报,2023,31(8):2314-2322
WANG R L,LI Q,FENG C H,et al. Predicting potential ecological distribution of Locusta migratoria tibetensis in China using MaxEnt ecological niche modeling[J]. Acta Ecologica Sinica,2017,37(24):8556-8566 王茹琳,李庆,封传红,等. 基于MaxEnt的西藏飞蝗在中国的适生区预测[J]. 生态学报,2017,37(24):8556-8566
YE X Z,ZHANG M Z,LAI W F,et al. Prediction of potential suitable distribution of Phoebe bournei based on MaxEnt optimization model[J]. Acta Ecologica Sinica,2021,41(20):8135-8144 叶兴状,张明珠,赖文峰,等. 基于MaxEnt优化模型的闽楠潜在适宜分布预测[J]. 生态学报,2021,41(20):8135-8144
PHILLIPS S J,ANDERSON R P,SCHAPIRE R E. Maximum entropy modeling of species geographic distributions[J]. Ecological Modelling,2006,190(3/4):231-259
SOBERON J,PETERSON A T. Interpretation of models of fundamental ecological niches and species distributional areas[J]. Biodiversity Informatics,2005,2:1-10
BARVE N,BARVE V,JIMÉNEZ-VALVERDE A,et al. The crucial role of the accessible area in ecological niche modeling and species distribution modeling[J]. Ecological Modelling,2011,222(11):1810-1819
CAO Q,GAO Q B,GUO W J,et al. Impacts of human activities and environmental factors on potential distribution of Swertia przewalskii Pissjauk.,an endemic plant in Qing-Tibetan Plateau,using MaxEnt[J]. Plant Science Journal,2021,39(1):22-31 曹倩,高庆波,郭万军,等. 基于MaxEnt模拟人类活动与环境因子对青藏高原特有植物祁连獐牙菜潜在分布的影响[J]. 植物科学学报,2021,39(1):22-31
SANCZUK P,DE LOMBAERDE E,HAESEN S,et al. Species distribution models and a 60-year-old transplant experiment reveal inhibited forest plant range shifts under climate change[J]. Journal of Biogeography,2022,49(3):537-550
LI X L,SU X,WANG D,et al. Prediction of the geographical distribution pattern of Rhodiola tangutica (Crassulaceae) under the background of climate change,an endemic species from the Qinghai-Tibet Plateau[J]. Bulletin of Botanical Research,2024,44(2):168-179 李小莉,苏旭,王东,等. 气候变化背景下青藏高原特有种唐古特红景天的地理分布格局预测[J]. 植物研究,2024,44(2):168-179
DONG R,CHU B,HUA R,et al. Geographical distribution prediction of Stellera chamaejasme in the Qinghai-Tibet Plateau under future climate change scenarios[J]. Chinese Journal of Grassland,2022,44(4):10-20 董瑞,楚彬,花蕊,等. 未来气候情景下青藏高原瑞香狼毒(Stellera chamaejasme)的地理分布预测[J]. 中国草地学报,2022,44(4):10-20
ZHANG X J,WANG T X,YANG Y X,et al. Projecting the potential suitable distributions of Arenaria kansuensis in the Three-Rivers Headwaters region,Qinghai Province,under CMIP6 climate scenarios[J]. Pratacultural Science,2024,41(4):790-801 张秀娟,王彤新,杨妍希,等. CMIP6气候变化情景下青海三江源区雪灵芝潜在适宜分布预测[J]. 草业科学,2024,41(4):790-801
HU H W,WEI Y Q,WANG W Y,et al. Impacts of climate change on the potential distribution of endangered plants Anisodus tanguticus and Anisodus luridus in the Qinghai-Tibetan Plateau[J]. Journal of Lanzhou University (Natural Sciences),2023,59(2):182-189 胡华伟,魏彦强,王文颖,等. 气候变化对青藏高原濒危植物山茛菪和铃铛子潜在分布的影响[J]. 兰州大学学报(自然科学版),2023,59(2):182-189
YING L X,LIU Y,CHEN S T,et al. Simulation of the potential range of Pistacia weinmannifolia in Southwest China with climate change based on the maximum-entropy(Maxent) model[J]. Biodiversity Science,2016,24(4):453-461 应凌霄,刘晔,陈绍田,等. 气候变化情景下基于最大熵模型的中国西南地区清香木潜在分布格局模拟[J]. 生物多样性,2016,24(4):453-461
LI C L,KANG S C. Review of studies in climate change over the Tibetan Plateau[J]. Acta Geographica Sinica,2006,61(3):327-335 李潮流,康世昌. 青藏高原不同时段气候变化的研究综述[J]. 地理学报,2006,61(3):327-335
YAO T D,SHI Y F,QIN D H,et al. Study on climate change records since the last interglacial period in Guriya ice core[J]. Science in China,Ser D,1997,27(5):447-452 姚檀栋,施雅风,秦大河,等. 古里雅冰芯中末次间冰期以来气候变化记录研究[J]. 中国科学(D辑:地球科学),1997,27(5):447-452
ZHENG D,LIN Z Y,ZHANG X Q. Progress in studies of Tibetan Plateau and global environmental change[J]. Earth Science Frontiers,2002,9(1):95-102 郑度,林振耀,张雪芹. 青藏高原与全球环境变化研究进展[J]. 地学前缘,2002,9(1):95-102
TANG L Y,SHEN C M,KONG Z Z,et al. Pollen evidence of climate during the Last Glacial Maximum in eastern Tibetan plateau[J]. Journal of Glaciology and Geocryology,1998,20(2):133-140
LINSLEY B K. Oxygen-isotope record of sea level and climate variations in the Sulu Sea over the past 150,000 years[J]. Nature,1996,380(6571):234-237
ZHU L P,LÜ X M,WANG J B,et al. Climate change on the Tibetan Plateau in response to shifting atmospheric circulation since the LGM[J]. Scientific Reports,2015,5:13318
DYKOSKI C A,EDWARDS R L,CHENG H,et al. A high-resolution,absolute-dated Holocene and deglacial Asian monsoon record from Dongge Cave,China[J]. Earth and Planetary Science Letters,2005,233(1/2):71-86
HOU G L,XU C J,CAO G C,et al. The spatial-temporal simulation of mankind’s expansion on the Tibetan Plateau during last deglaciation-middle Holocene[J]. Quaternary Sciences,2017,37(4):709-720 侯光良,许长军,曹广超,等. 青藏高原末次冰消期-全新世中期人类扩张的时空模拟[J]. 第四纪研究,2017,37(4):709-720
QIN Y S,LI T G,CANG S X. Abrupt changes in earth’s climate system since last interglacial[J]. Advance in Earth Sciences,2000,15(3):243-250 秦蕴珊,李铁刚,苍树溪. 末次间冰期以来地球气候系统的突变[J]. 地球科学进展,2000,15(3):243-250
TANG L Y,SHEN C M,KONG Z C,et al. Pollen evidence of climate during the Last Glacial Maximum in eastern Tibetan Plateau[J]. Journal of Glaciology and Geocryology,1998,20(2):133-140 唐领余,沈才明,孔昭宸,等. 青藏高原东部末次冰期最盛期气候的花粉证据[J]. 冰川冻土,1998,20(2):133-140
WU Z H,ZHAO X T,WU Z H,et al. Changes of paleovegetation,paleoclimate and lake surface since the Last Glacial Maximum in Namco,Xizang[J]. Geological Bulletin of China,2003,22(S1):928-935 吴中海,赵希涛,吴珍汉,等. 西藏纳木错末次盛冰期以来的古植被、古气候和湖面变化[J]. 地质通报,2003,22(S1):928-935
HU Z J,ZHANG Y L,YU H B. Simulation of Stipa purpurea distribution pattern on Tibetan Plateau based on MaxEnt model and GIS[J]. Chinese Journal of Applied Ecology,2015,26(2):505-511 胡忠俊,张镱锂,于海彬. 基于MaxEnt模型和GIS的青藏高原紫花针茅分布格局模拟[J]. 应用生态学报,2015,26(2):505-511
DU F K,HOU M,WANG W T,et al. Phylogeography of Quercus aquifolioides provides novel insights into the Neogene history of a major global hotspot of plant diversity in south-west China[J]. Journal of Biogeography,2017,44(2):294-307
MA Q L,WEI L Y,CHEN F,et al. Population dynamics of Agriophyllum squarrosum along an ecosystem restoration chronosequence in the Tengger Desert,China: indication implications for desertification combating[J]. Global Ecology and Conservation,2021,30:e01746
LI L,CHEN J K. Influence of climate change on wild plants and the conservation strategies[J]. Biodiversity Science,2014,22(5):549-563 黎磊,陈家宽. 气候变化对野生植物的影响及保护对策[J]. 生物多样性,2014,22(5):549-563
2026年第34卷第4期
PDF下载
116
21
引用本文
BibTeX
文章信息
doi: 10.11733/j.issn.1007-0435.2026.04.025
  • 接收时间:2025-05-21
  • 首发时间:2026-09-23
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2025-05-21
  • 修回日期:2025-10-20
基金
作者信息
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/cdxb/CN/10.11733/j.issn.1007-0435.2026.04.025
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