Article(id=1309565368960639152, tenantId=1146029695717560320, journalId=1308397196074385509, issueId=1309565023480021997, articleNumber=null, orderNo=null, doi=10.11733/j.issn.1007-0435.2026.01.021, pmid=null, cstr=null, oa=null, hot=0, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1739635200000, receivedDateStr=2025-02-16, revisedDate=1743436800000, revisedDateStr=2025-04-01, acceptedDate=null, acceptedDateStr=null, onlineDate=1790154314508, onlineDateStr=2026-09-23, pubDate=null, pubDateStr=null, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1790154314508, onlineIssueDateStr=2026-09-23, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1790154314508, creator=13701087609, updateTime=1790154314508, updator=13701087609, issue=Issue{id=1309565023480021997, tenantId=1146029695717560320, journalId=1308397196074385509, year='2026', volume='34', issue='1', pageStart='1', pageEnd='376', issueExtLink='null', onlineDate='null', pubDate='1768406400000', pubDateStr='2026-01-15', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1790154232139, creator='13701087609', updateTime=1790156721646, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1309575465308880991, tenantId=1146029695717560320, journalId=1308397196074385509, issueId=1309565023480021997, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1309575465308880992, tenantId=1146029695717560320, journalId=1308397196074385509, issueId=1309565023480021997, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=217, endPage=230, ext={EN=ArticleExt(id=1309565369308766386, articleId=1309565368960639152, tenantId=1146029695717560320, journalId=1308397196074385509, language=EN, title=Predicted Distribution Patterns and Spatial Shifts of the Endemic Species Artemisia dalai-lamae under Climate Change, columnId=null, journalTitle=Acta Agrestia Sinica, columnName=null, runingTitle=null, highlight=null, articleAbstract=To investigate the responses of distribution patterns of the endemic species Artemisia dalai-lamae in China to future climate change, this study utilized a parameter-optimized MaxEnt model with specimen data and environmental variables. The distribution patterns and centroid shifts of A. dalai-lamae under current and future (2021—2060) climate scenarios across three representative pathways were predicted. The results indicate that when the Regularization Multiplier (RM) was set to 3 and the Feature Combination (FC) configured as linear, quadratic and hinge (LQH), the model achieved the lowest complexity and overfitting while maintaining high predictive accuracy. The primary environmental factors influencing the distribution of A. dalai-lamae were elevation, annual precipitation, precipitation of warmest quarter, and annual mean temperature. Under current climate conditions, the suitable habitat area for A. dalai-lamae spans 122.93×104 km2, with optimal distribution concentrated between the eastern sections of the Qilian and Kunlun Mountains. Under future climate scenarios, the suitable habitat area is projected to significantly decrease (with a maximum reduction of 43.2%), and the distribution centroid shows a northwestward shift toward higher latitudes and elevations. These findings suggest that future climate warming poses a severe threat to the survival of A. dalai-lamae., authors=HE Wei1, FANG Qiang-en1, SHAN Lin-qian1, WANG Tong1, WANG Zhen1, authorsList=HE Wei, FANG Qiang-en, SHAN Lin-qian, WANG Tong, WANG Zhen, authorCompany=1 College of Prataculture, Gansu Agricultural University/Key Laboratory of Prataculture Ecosystem of Ministry of Education/China-US Research Center for Sustainable Development of Grassland Animal Husbandry, Lanzhou, Gausu Province 730070, 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=1309565369208103089, articleId=1309565368960639152, tenantId=1146029695717560320, journalId=1308397196074385509, language=CN, title=气候变化背景下特有种米蒿的分布格局及其空间迁移预测, columnId=1309565024058835950, journalTitle=草地学报, columnName=研究论文, runingTitle=null, highlight=null, articleAbstract=为探究我国特有种米蒿(Artemisia dalai-lamae)的分布格局对未来气候变化的响应,本研究基于标本数据与环境变量数据,通过参数优化后的MaxEnt模型,预测当前及未来(2021—2060年)时期三种气候情景下米蒿的分布格局与质心变化趋势。结果表明:当模型调控倍率(Regularization multiplier, RM)为3,特征组合(Feature combination, FC)为线性加二次型加分段化(LQH)时,模型复杂度和过拟合程度最低,预测准确性高;影响米蒿分布的主要环境因子是海拔、年均降水量、暖季降水量和年平均气温;在当前气候条件下,米蒿的适生区面积为122.93×10⁴ km²,最适分布区主要集中在祁连山和昆仑山东段之间;在未来气候条件下,米蒿的适生面积将显著缩减(最大降幅达43.2%),质心有向西北方向高纬度高海拔区域迁移的趋势,表明未来气候变暖将对米蒿生存构成极大威胁。, authors=何伟1, 方强恩1, 单麟茜1, 王彤1, 王振1, authorsList=何伟, 方强恩, 单麟茜, 王彤, 王振, authorCompany=1 甘肃农业大学草业学院/草业生态系统教育部重点实验室/中-美草地畜牧业可持续发展研究中心, 甘肃 兰州 730070, correspAuthors=null, authorNote=何伟(2001-),男,回族,浙江瑞安人,硕士研究生,主要从事草种质资源评价与利用研究,E-mail:863273202@qq.com, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=kg8DcdANOOMw15e5KcEb0g==, pdfFileSize=6068759, 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=甘肃省林草局草原生态修复治理科技支撑项目 (GSLC-2020-3); 草业生态系统教育部重点实验室开放课题 (KLGE202212))}, authors=null, keywords=[Keyword(id=1309570835577397529, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=CN, orderNo=1, keyword=最大熵(MaxEnt)模型), Keyword(id=1309570835657089306, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=CN, orderNo=2, keyword=气候变化), Keyword(id=1309570835778724123, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=CN, orderNo=3, keyword=适生区), Keyword(id=1309570835854221596, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=CN, orderNo=4, keyword=米蒿), Keyword(id=1309570835933913373, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=CN, orderNo=5, keyword=特有种), Keyword(id=1309570836097491230, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=EN, orderNo=1, keyword=MaxEnt model), Keyword(id=1309570836164600095, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=EN, orderNo=2, keyword=Climate change), Keyword(id=1309570836240097568, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=EN, orderNo=3, keyword=Suitable distribution area), Keyword(id=1309570836307206433, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=EN, orderNo=4, keyword=Artemisia dalai-lamae), Keyword(id=1309570836378509602, tenantId=1146029695717560320, journalId=1308397196074385509, articleId=1309565368960639152, language=EN, orderNo=5, keyword=Endemic species)], 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.1007-0435.2026.01.021, detailUrlEn=https://castjournals.cast.org.cn/joweb/cdxb/EN/10.11733/j.issn.1007-0435.2026.01.021, pdfUrlCn=https://castjournals.cast.org.cn/joweb/cdxb/CN/PDF/10.11733/j.issn.1007-0435.2026.01.021, pdfUrlEn=https://castjournals.cast.org.cn/joweb/cdxb/EN/PDF/10.11733/j.issn.1007-0435.2026.01.021, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1768406400000, fullTextJson=null, articleText=null, reference=ARAÚJO M B,NEW M. Ensemble forecasting of species distributions[J]. Trends in Ecology & Evolution,2007,22(1):42-47
FANG Y T,LIU D W,DUAN Y X,et al. Effects of climate warming on carbon sink of forest ecosystems: Mechanisms, methods, and progresses[J]. Chinese Journal of Ecology,2024,43(9):2551-2565 方运霆,刘冬伟,段伊行,等. 气候变暖对森林生态系统碳汇功能的影响:机制、方法和主要进展[J]. 生态学杂志,2024,43(9):2551-2565
HOWARTH C,VINER D. Integrating adaptation practice in assessments of climate change science: the case of IPCC Working Group II reports[J]. Environmental Science & Policy,2022,135:1-5
JORDA G,MARBÀ N,BENNETT S,et al. Ocean warming compresses the three-dimensional habitat of marine life[J]. Nature Ecology & Evolution,2019,4(1):109-114
PARMESAN C,YOHE G. A globally coherent fingerprint of climate change impacts across natural systems[J]. Nature,2003,421(6918):37-42
MANES S,COSTELLO M J,BECKETT H,et al. Endemism increases species’ climate change risk in areas of global biodiversity importance[J]. Biological Conservation,2021,257:109070
PAINTER J,MARSHALL S,LEITZELL K. Communicating climate futures: a multi-country study of how the media portray the IPCC scenarios in the 2021/2 Working Group reports[J]. Climatic Change,2024,177(6):82
STEIN B A,STAUDT A,CROSS M S,et al. Preparing for and managing change: climate adaptation for biodiversity and ecosystems[J]. Frontiers in Ecology and the Environment,2013,11(9):502-510
JIANG R P,ZOU M,QIN Y,et al. Modeling of the potential geographical distribution of three Fritillaria species under climate change[J]. Frontiers in Plant Science,2022,12:749838
GUISAN A,TINGLEY R,BAUMGARTNER J B,et al. Predicting species distributions for conservation decisions[J]. Ecology Letters,2013,16(12):1424-1435
FENG X,PETERSON A T,AGUIRRE-LÓPEZ L J,et al. Rethinking ecological niches and geographic distributions in face of pervasive human influence in the Anthropocene[J]. Biological Reviews of the Cambridge Philosophical Society,2024,99(4):1481-1503
HE Y T,WANG G J,REN Y L,et al. Maxent modelling combined with fuzzy logic provides new insights into predicting the distribution of potato cyst nematodes with limited data[J]. Computers and Electronics in Agriculture,2024,222:109035
ZHU G P,YUAN X J,FAN J Y,et al. Effects of model parameters in Max Ent modeling of ecological niche and geographic distribution: case study of the brown marmorated stink bug,Halyomorpha haly[J]. Journal of Biosafety,2018,27(2):118-123 朱耿平,原雪姣,范靖宇,等. MaxEnt模型参数设置对其所模拟物种地理分布和生态位的影响——以茶翅蝽为例[J]. 生物安全学报,2018,27(2):118-123
YANG J Y,DING G Y,TIAN X J. Research progress on the application of the MaxEnt model in species habitat prediction[J]. Chinese Journal of Applied Ecology,2025,36(2):614-624 杨佳悦,丁国玉,田秀君. 最大熵模型在物种生境预测中的应用研究进展[J]. 应用生态学报,2025,36(2):614-624
ZHOU W,ZHONG Y W,CHEN Y G,et al. Potential distribution region for Chinese Ampelopsis grossedentata based on the MaxEnt model[J]. Chinese Journal of Agrometeorology,2025,46(2):213-225 周威,钟艳雯,陈玉贵,等. 基于MaxEnt模型的中国显齿蛇葡萄潜在适生区分析[J]. 中国农业气象,2025,46(2):213-225
JIANG W,ZHANG L H,LIU L L,et al. Evaluation and prediction of habitat suitability of Polygonatum cyrtonema Hua in Taishun County based on MaxEnt model[J]. Journal of Zhejiang Agricultural Sciences,2025,66(1):224-231 姜武,张立华,刘雷雷,等. 基于MaxEnt模型对泰顺县多花黄精适生区的预测及评估[J]. 浙江农业科学,2025,66(1):224-231
WANG L L,YANG C Q,WANG Y,et al. Ecological niche shift and suitable area expansion of a globally invasive species Phthorimaea operculella[J]. Chinese Journal of Applied Ecology,2024,35(3):797-805 王丽丽,杨采青,王瑛,等. 全球入侵物种马铃薯块茎蛾生态位转移及适生区扩展[J]. 应用生态学报,2024,35(3):797-805
Editorial Committee of Flora of China, Chinese Academy of Sciences. Flora of China-Vol.76,No.2[M]. Beijing: Science Press,1991:69 中国科学院中国植物志编辑委员会. 中国植物志-第七十六卷,第二分册[M]. 北京:科学出版社,1991:69
GOU Q Q,LIU J,WANG G H,et al. Changes of herbaceous plant composition and niche characteristics in different-aged artificial Caragana korshinskii forest in sandy-hilly region of northwest Shanxi Province,China[J]. Acta Ecologica Sinica,2022,42(22):9069-9090 缑倩倩,刘婧,王国华,等. 晋西北丘陵风沙区柠条林下草本植物群落组成和种群生态位变化特征[J]. 生态学报,2022,42(22):9069-9090
ZHAO M X,TAN C H,HE D Y,et al. A study of root system of Artemisia dalailamae[J]. Pratacultural Science,1990,7(3):55-57 赵明轩,谭成虎,何得元,等. 驴驴蒿根系的研究[J]. 草业科学,1990,7(3):55-57
YANG F Q,OU Q Y,YU W L. Studies on the chemical constituents of Artemisia dalaimalae Kraschen[J]. China Journal of Chinese Materia Medica,1994,19(3):166-167,191 杨福全,欧庆瑜,俞惟乐. 驴驴蒿的化学成分研究[J]. 中国中药杂志,1994,19(3):166-167,191
JIA L N,WU B,DING G D,et al. Community characters and sand trapping capability of three common species of Psammophyte in Yanchi County,Ningxia[J]. Journal of Northeast Forestry University,2009,37(11):56-58,63 贾丽娜,吴斌,丁国栋,等. 宁夏盐池县3种常见沙生植物群落特征及阻沙能力[J]. 东北林业大学学报,2009,37(11):56-58,63
YU J Y,XIA M Z,XU H,et al. Comparative transcriptome analysis of three Artemisia species in Qinghai Tibet Plateau[J]. Bulletin of Botanical Research,2022,42(2):200-210 余静雅,夏铭泽,徐浩,等. 青藏高原地区3种蒿属植物转录组比较分析[J]. 植物研究,2022,42(2):200-210
ZHOU X H,HE L Y,HE J L,et al. Future climate change prediction over Guangxi based on BCCCSM2-MR model[J]. Journal of Meteorological Research and Application,2024,45(4):75-83 周秀华,何莉阳,何洁琳,等. 基于BCC-CSM2-MR模式的广西未来气候变化预估[J]. 气象研究与应用,2024,45(4):75-83
TIAN X M,JI X Y,WANG X X,et al. Habitat suitability and activity patterns of roe deer in Beijicun National Nature Reserve,Heilongjiang Province,China[J]. Acta Ecologica Sinica,2024,44(18):8175-8184 田新民,汲旭阳,王鑫雪,等. 北极村国家级自然保护区狍栖息地适宜性及活动节律[J]. 生态学报,2024,44(18):8175-8184
SU J,LI H Y,WANG R,et al. Prediction of potential suitable areas for Hordeum murinum subsp. leporinum as an emerging invasive plant in China[J]. Acta Ecologica Sinica,2025,45(3):1379-1388 苏静,李海洋,王瑞,等. 外来入侵种地中海大麦在中国的潜在适生区预测[J]. 生态学报,2025,45(3):1379-1388
LIU P F,WANG L,DU Q X,et al. Estimation of potential suitable distribution area and the ecological characteristics of Eucommia ulmoides Oliv. in China[J]. Acta Ecologica Sinica,2020,40(16):5674-5684 刘攀峰,王璐,杜庆鑫,等. 杜仲在我国的潜在适生区估计及其生态特征分析[J]. 生态学报,2020,40(16):5674-5684
LI S C,YI Z L,LIAO J F,et al. Prediction of temporal and spatial distribution of suitable areas of Miscanthus nepalensis based on Maxent[J]. Journal of Hunan Agricultural University (Natural Sciences),2020,46(2):176-183 李世成,易自力,廖剑锋,等. 基于Maxent模型对尼泊尔芒适生区时空分布的预测[J]. 湖南农业大学学报(自然科学版),2020,46(2):176-183
WANG P,TIAN S S,SONG Y Y,et al. Predicting the potential habitat of three Eurya Species in China based on MaxEnt[J]. Journal of Southwest University(Natural Science Edition),2024,46(12):84-99 王鹏,田姗姗,宋盈盈,等. 基于MaxEnt预测3种柃属植物在中国的潜在适生区[J]. 西南大学学报(自然科学版),2024,46(12):84-99
WENG H Y,LIU Y P,YANG Q Y,et al. The simulation of geographical distribution and distribution pattern along with climate change of Chamaecyparis hodginsii[J]. Acta Ecologica Sinica,2025,45(1):137-146 翁慧莹,刘益鹏,杨黔越,等. 福建柏地理分布及随气候变化的分布格局模拟[J]. 生态学报,2025,45(1):137-146
LIU J J,ZHANG Z,ZHANG Q,et al. Predicting the potential suitable areas of Aythya baeri in the Yangtze River Basin under the climate change scenario based on parameter optimization MaxEnt model[J]. Journal of Ecology and Rural Environment,2025,41(3):295-307 刘晶晶,张舟,张权,等. 基于参数优化MaxEnt模型的气候变化下青头潜鸭(Aythya baeri)在长江流域的潜在适生区预测[J]. 生态与农村环境学报,2025,41(3):295-307
WU K Y,ZHAO C X,LYU H J,et al. Potential suitable distribution of gymnodiplocheilus pachycheilus based on MaxEnt model[J].Acta Hydrobiologica Sinica,2025,49(3):3-14 吴开阳,赵春娴,吕红健,等. 基于MaxEnt模型的厚唇裸重唇鱼当下潜在适宜分布[J].水生生物学报,2025,49(3):3-14
ZHANG Y B,LIU Y L,QIN H,et al. Prediction on spatial migration of suitable distribution of Elaeagnus mollis under climate change conditions in Shanxi Province,China[J]. Chinese Journal of Applied Ecology,2019,30(2):496-502 张殷波,刘彦岚,秦浩,等. 气候变化条件下山西翅果油树适宜分布区的空间迁移预测[J]. 应用生态学报,2019,30(2):496-502
LI Z S,MA Y S,LI Y X,et al. Spatial and temporal variations of the potential habitat of Asterothamnus centraliasiaticus on the Qinghai-Tibet Plateau under climate change[J]. Chinese Journal of Ecology,2024,43(6):1566-1575 李政升,马玉寿,李有鑫,等. 气候变化下青藏高原中亚紫菀木潜在适生区的时空动态变化[J]. 生态学杂志,2024,43(6):1566-1575
HAN S X,YU T,JIN Z,et al. Predicting potential distributions of three locust trees in China under different climate scenarios[J]. Acta Ecologica Sinica,2025,45(4):1775-1787 韩顺鑫,余婷,金正,等. 不同气候情景下三种槐树在中国的潜在分布[J]. 生态学报,2025,45(4):1775-1787
JIA X,WANG C,JIN H,et al. Assessing the suitable distribution area of Pinus koraiensis based on an optimized MaxEnt model[J]. Chinese Journal of Ecology,2019,38(8):2570-2576 贾翔,王超,金慧,等. 基于优化的MaxEnt模型评价红松适宜分布区[J]. 生态学杂志,2019,38(8):2570-2576
ZHENG M Y,SONG Y T,LI C L,et al. Analysis of potential geographic distribution of Solanum rostratum based on optimized MaxEnt model in agro-pastoral ecotone of northern China[J]. Acta Agrestia Sinica,2024,32(12):3905-3914 郑梦月,宋彦涛,李彩琳,等. 基于MaxEnt模型的黄花刺茄在北方农牧交错带潜在适生区分析[J]. 草地学报,2024,32(12):3905-3914
WANG X,YAN Z Y,YOU C J. Prediction of the potential suitable areas for pine pitch canker pathogen Fusarium circinatum utilizing an optimized MaxEnt model[J]. Mycosystema,2025,44(2):31-46 王心,闫子怡,游崇娟. 基于优化的MaxEnt模型预测环状镰孢的潜在适生区[J]. 菌物学报,2025,44(2):31-46
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
ZHENG D. General physical geography of China[M]. Beijing: Science Press, 2015:747-752 郑度. 中国自然地理总论[M]. 北京:科学出版社,2015:747-752
SHI C Y,ZHU Y J,SA L,et al. Potential geographical distribution and the dominant climatic factors of three common Artemisia species in China[J]. Chinese Journal of Ecology,2021,40(2):512-524 史超逸,朱媛君,萨拉,等. 中国三种常见蒿属植物潜在地理分布及其主导气候因子[J]. 生态学杂志,2021,40(2):512-524
CHI X F,HAN L. Study on plant adversity stress[J]. Seed Science & Technology,2019,37(13):122,124 迟晓峰,韩琳. 对植物逆境胁迫的研究[J]. 种子科技,2019,37(13):122,124
LU K,HE Y M,MAO W,et al. Potential geographical distribution and changes of Artemisia ordosica in China under future climate change[J]. Chinese Journal of Applied Ecology,2020,31(11):3758-3766 鲁客,贺一鸣,毛伟,等. 未来气候变化下黑沙蒿在中国的潜在地理分布及变迁[J]. 应用生态学报,2020,31(11):3758-3766
ZHANG Y J,WANG L X,CHEN C,et al. Research progress in response mechanism of plants to adversity stress[J]. Acta Agriculturae Jiangxi,2011,23(9):60-65 张亚军,王丽学,陈超,等. 植物对逆境的响应机制研究进展[J]. 江西农业学报,2011,23(9):60-65
YANG F,ZHANG W T,ZHANG F M,et al. Climate characteristics and variation in the Qilian Mountains from 1961 to 2022[J]. Arid Zone Research,2024,41(10):1627-1638 杨斐,张文韬,张飞民,等. 1961—2022年祁连山气候特征及其变化[J]. 干旱区研究,2024,41(10):1627-1638
ZHUANG X C,WANG C,HONG W,et al. Potential suitable habitats of Chelydra serpentina Linnaeus in China under future climate projection, based on MaxEnt and ArcGIS[J]. Journal of Biosafety,2024,33(4):393-401,422 庄晓纯,王成,洪维,等. 基于MaxEnt和ArcGIS预测蛇鳄龟在中国的潜在适生区域及其对未来气候变化的响应[J]. 生物安全学报(中英文),2024,33(4):393-401,422
CHEN I C,HILL J K,OHLEMÜLLER R,et al. Rapid range shifts of species associated with high levels of climate warming[J]. Science,2011,333(6045):1024-1026
ZHAN P,WANG F Y,XIA P G,et al. Assessment of suitable cultivation region for Panax notoginseng under different climatic conditions using MaxEnt model and high-performance liquid chromatography in China[J]. Industrial Crops and Products,2022,176:114416
WANG E,LU Z R,ROHANI E R,et al. Current and future distribution of Forsythia suspensa in China under climate change adopting the MaxEnt model[J]. Frontiers in Plant Science,2024,15:1394799
ZHOU B Q,ZHAI P M. The future projections of extreme weather,climate and water events and strategic responses[J]. Meteorological Monthly,2023,49(3):257-266 周佰铨,翟盘茂. 未来的极端天气气候与水文事件预估及其应对[J]. 气象,2023,49(3):257-266
LÜ Z W,ZHU X R,YE X Z,et al. Impacts of climate change on the suitable habitats and spatial migration of Tetraena mongolica[J]. Acta Ecologica Sinica,2024,44(3):1164-1176 吕增伟,朱晓如,叶兴状,等. 气候变化对四合木适生区及空间迁移的影响[J]. 生态学报,2024,44(3):1164-1176
HASMU T,HAN G H,SHI L,et al. Impact of climate change and human activities on the environmental changes of the eastern part of Tarim basin[J]. Journal of Arid Land Resources and Environment,2009,23(3):55-61 吐尔逊·哈斯木,韩桂红,石丽,等. 历史时期以来气候环境与人类活动对塔里木盆地东部地区环境变迁的影响[J]. 干旱区资源与环境,2009,23(3):55-61
ZHOU J,WANG X H,DU W B,et al. Prediction of potential distribution area of Picea schrenkiana under the background of climate change[J]. Arid Zone Research,2024,41(7):1167-1176 周杰,王旭虎,杜维波,等. 气候变化背景下的天山云杉潜在分布区预测[J]. 干旱区研究,2024,41(7):1167-1176
XU W B,SVENNING J C,CHEN G K,et al. Human activities have opposing effects on distributions of narrow-ranged and widespread plant species in China[J]. Proceedings of the National Academy of Sciences of the United States of America,2019,116(52):26674-26681
LI C X,CHEN H B. Restoration of ecological environment in Qilian Mountains[J]. China Animal Industry,2018(14):63-64 李春霞,陈怀斌. 祁连山生态环境的修复[J]. 中国畜牧业,2018(14):63-64
FENG J Y,JIANG Z R,FENG H Y,et al. Effects of human activities on ecological environment of Qilian Mountain protected area[J]. Forest By-Product and Speciality in China,2024(3):23-25 冯金元,蒋志仁,冯宏元,等. 人类活动对祁连山保护区生态环境的影响[J]. 中国林副特产,2024(3):23-25
KONG F,TANG L,HE H,et al. Assessing the impact of climate change on the distribution of Osmanthus fragrans using Maxent[J]. Environmental Science and Pollution Research,2021,28(26):34655-34663
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)
收藏切换
气候变化背景下特有种米蒿的分布格局及其空间迁移预测
收藏切换
PDF下载
草地学报 | 研究论文 2026,34(1): 217-230
收起
收藏切换
草地学报 |研究论文 2026 , 34 (1) : 217 -230
气候变化背景下特有种米蒿的分布格局及其空间迁移预测
全屏
何伟1, 方强恩1, 单麟茜1, 王彤1, 王振1
作者信息
    1 甘肃农业大学草业学院/草业生态系统教育部重点实验室/中-美草地畜牧业可持续发展研究中心, 甘肃 兰州 730070
作者简介:
何伟(2001-),男,回族,浙江瑞安人,硕士研究生,主要从事草种质资源评价与利用研究,E-mail:863273202@qq.com
Predicted Distribution Patterns and Spatial Shifts of the Endemic Species Artemisia dalai-lamae under Climate Change
  • HE Wei1, FANG Qiang-en1, SHAN Lin-qian1, WANG Tong1, WANG Zhen1
  • Affiliations
      1 College of Prataculture, Gansu Agricultural University/Key Laboratory of Prataculture Ecosystem of Ministry of Education/China-US Research Center for Sustainable Development of Grassland Animal Husbandry, Lanzhou, Gausu Province 730070, China
    doi: 10.11733/j.issn.1007-0435.2026.01.021
    文章导航
    收藏切换
    为探究我国特有种米蒿(Artemisia dalai-lamae)的分布格局对未来气候变化的响应,本研究基于标本数据与环境变量数据,通过参数优化后的MaxEnt模型,预测当前及未来(2021—2060年)时期三种气候情景下米蒿的分布格局与质心变化趋势。结果表明:当模型调控倍率(Regularization multiplier, RM)为3,特征组合(Feature combination, FC)为线性加二次型加分段化(LQH)时,模型复杂度和过拟合程度最低,预测准确性高;影响米蒿分布的主要环境因子是海拔、年均降水量、暖季降水量和年平均气温;在当前气候条件下,米蒿的适生区面积为122.93×10⁴ km²,最适分布区主要集中在祁连山和昆仑山东段之间;在未来气候条件下,米蒿的适生面积将显著缩减(最大降幅达43.2%),质心有向西北方向高纬度高海拔区域迁移的趋势,表明未来气候变暖将对米蒿生存构成极大威胁。
    最大熵(MaxEnt)模型  /  气候变化  /  适生区  /  米蒿  /  特有种
    To investigate the responses of distribution patterns of the endemic species Artemisia dalai-lamae in China to future climate change, this study utilized a parameter-optimized MaxEnt model with specimen data and environmental variables. The distribution patterns and centroid shifts of A. dalai-lamae under current and future (2021—2060) climate scenarios across three representative pathways were predicted. The results indicate that when the Regularization Multiplier (RM) was set to 3 and the Feature Combination (FC) configured as linear, quadratic and hinge (LQH), the model achieved the lowest complexity and overfitting while maintaining high predictive accuracy. The primary environmental factors influencing the distribution of A. dalai-lamae were elevation, annual precipitation, precipitation of warmest quarter, and annual mean temperature. Under current climate conditions, the suitable habitat area for A. dalai-lamae spans 122.93×104 km2, with optimal distribution concentrated between the eastern sections of the Qilian and Kunlun Mountains. Under future climate scenarios, the suitable habitat area is projected to significantly decrease (with a maximum reduction of 43.2%), and the distribution centroid shows a northwestward shift toward higher latitudes and elevations. These findings suggest that future climate warming poses a severe threat to the survival of A. dalai-lamae.
    MaxEnt model  /  Climate change  /  Suitable distribution area  /  Artemisia dalai-lamae  /  Endemic species
    何伟, 方强恩, 单麟茜, 王彤, 王振. 气候变化背景下特有种米蒿的分布格局及其空间迁移预测. 草地学报, 2026 , 34 (1) : 217 -230 . DOI: 10.11733/j.issn.1007-0435.2026.01.021
    HE Wei, FANG Qiang-en, SHAN Lin-qian, WANG Tong, WANG Zhen. Predicted Distribution Patterns and Spatial Shifts of the Endemic Species Artemisia dalai-lamae under Climate Change[J]. Acta Agrestia Sinica, 2026 , 34 (1) : 217 -230 . DOI: 10.11733/j.issn.1007-0435.2026.01.021

      甘肃省林草局草原生态修复治理科技支撑项目 (GSLC-2020-3); 草业生态系统教育部重点实验室开放课题 (KLGE202212)

    参考文献 引证文献
    排序方式:
    ARAÚJO M B,NEW M. Ensemble forecasting of species distributions[J]. Trends in Ecology & Evolution,2007,22(1):42-47
    FANG Y T,LIU D W,DUAN Y X,et al. Effects of climate warming on carbon sink of forest ecosystems: Mechanisms, methods, and progresses[J]. Chinese Journal of Ecology,2024,43(9):2551-2565 方运霆,刘冬伟,段伊行,等. 气候变暖对森林生态系统碳汇功能的影响:机制、方法和主要进展[J]. 生态学杂志,2024,43(9):2551-2565
    HOWARTH C,VINER D. Integrating adaptation practice in assessments of climate change science: the case of IPCC Working Group II reports[J]. Environmental Science & Policy,2022,135:1-5
    JORDA G,MARBÀ N,BENNETT S,et al. Ocean warming compresses the three-dimensional habitat of marine life[J]. Nature Ecology & Evolution,2019,4(1):109-114
    PARMESAN C,YOHE G. A globally coherent fingerprint of climate change impacts across natural systems[J]. Nature,2003,421(6918):37-42
    MANES S,COSTELLO M J,BECKETT H,et al. Endemism increases species’ climate change risk in areas of global biodiversity importance[J]. Biological Conservation,2021,257:109070
    PAINTER J,MARSHALL S,LEITZELL K. Communicating climate futures: a multi-country study of how the media portray the IPCC scenarios in the 2021/2 Working Group reports[J]. Climatic Change,2024,177(6):82
    STEIN B A,STAUDT A,CROSS M S,et al. Preparing for and managing change: climate adaptation for biodiversity and ecosystems[J]. Frontiers in Ecology and the Environment,2013,11(9):502-510
    JIANG R P,ZOU M,QIN Y,et al. Modeling of the potential geographical distribution of three Fritillaria species under climate change[J]. Frontiers in Plant Science,2022,12:749838
    GUISAN A,TINGLEY R,BAUMGARTNER J B,et al. Predicting species distributions for conservation decisions[J]. Ecology Letters,2013,16(12):1424-1435
    FENG X,PETERSON A T,AGUIRRE-LÓPEZ L J,et al. Rethinking ecological niches and geographic distributions in face of pervasive human influence in the Anthropocene[J]. Biological Reviews of the Cambridge Philosophical Society,2024,99(4):1481-1503
    HE Y T,WANG G J,REN Y L,et al. Maxent modelling combined with fuzzy logic provides new insights into predicting the distribution of potato cyst nematodes with limited data[J]. Computers and Electronics in Agriculture,2024,222:109035
    ZHU G P,YUAN X J,FAN J Y,et al. Effects of model parameters in Max Ent modeling of ecological niche and geographic distribution: case study of the brown marmorated stink bug,Halyomorpha haly[J]. Journal of Biosafety,2018,27(2):118-123 朱耿平,原雪姣,范靖宇,等. MaxEnt模型参数设置对其所模拟物种地理分布和生态位的影响——以茶翅蝽为例[J]. 生物安全学报,2018,27(2):118-123
    YANG J Y,DING G Y,TIAN X J. Research progress on the application of the MaxEnt model in species habitat prediction[J]. Chinese Journal of Applied Ecology,2025,36(2):614-624 杨佳悦,丁国玉,田秀君. 最大熵模型在物种生境预测中的应用研究进展[J]. 应用生态学报,2025,36(2):614-624
    ZHOU W,ZHONG Y W,CHEN Y G,et al. Potential distribution region for Chinese Ampelopsis grossedentata based on the MaxEnt model[J]. Chinese Journal of Agrometeorology,2025,46(2):213-225 周威,钟艳雯,陈玉贵,等. 基于MaxEnt模型的中国显齿蛇葡萄潜在适生区分析[J]. 中国农业气象,2025,46(2):213-225
    JIANG W,ZHANG L H,LIU L L,et al. Evaluation and prediction of habitat suitability of Polygonatum cyrtonema Hua in Taishun County based on MaxEnt model[J]. Journal of Zhejiang Agricultural Sciences,2025,66(1):224-231 姜武,张立华,刘雷雷,等. 基于MaxEnt模型对泰顺县多花黄精适生区的预测及评估[J]. 浙江农业科学,2025,66(1):224-231
    WANG L L,YANG C Q,WANG Y,et al. Ecological niche shift and suitable area expansion of a globally invasive species Phthorimaea operculella[J]. Chinese Journal of Applied Ecology,2024,35(3):797-805 王丽丽,杨采青,王瑛,等. 全球入侵物种马铃薯块茎蛾生态位转移及适生区扩展[J]. 应用生态学报,2024,35(3):797-805
    Editorial Committee of Flora of China, Chinese Academy of Sciences. Flora of China-Vol.76,No.2[M]. Beijing: Science Press,1991:69 中国科学院中国植物志编辑委员会. 中国植物志-第七十六卷,第二分册[M]. 北京:科学出版社,1991:69
    GOU Q Q,LIU J,WANG G H,et al. Changes of herbaceous plant composition and niche characteristics in different-aged artificial Caragana korshinskii forest in sandy-hilly region of northwest Shanxi Province,China[J]. Acta Ecologica Sinica,2022,42(22):9069-9090 缑倩倩,刘婧,王国华,等. 晋西北丘陵风沙区柠条林下草本植物群落组成和种群生态位变化特征[J]. 生态学报,2022,42(22):9069-9090
    ZHAO M X,TAN C H,HE D Y,et al. A study of root system of Artemisia dalailamae[J]. Pratacultural Science,1990,7(3):55-57 赵明轩,谭成虎,何得元,等. 驴驴蒿根系的研究[J]. 草业科学,1990,7(3):55-57
    YANG F Q,OU Q Y,YU W L. Studies on the chemical constituents of Artemisia dalaimalae Kraschen[J]. China Journal of Chinese Materia Medica,1994,19(3):166-167,191 杨福全,欧庆瑜,俞惟乐. 驴驴蒿的化学成分研究[J]. 中国中药杂志,1994,19(3):166-167,191
    JIA L N,WU B,DING G D,et al. Community characters and sand trapping capability of three common species of Psammophyte in Yanchi County,Ningxia[J]. Journal of Northeast Forestry University,2009,37(11):56-58,63 贾丽娜,吴斌,丁国栋,等. 宁夏盐池县3种常见沙生植物群落特征及阻沙能力[J]. 东北林业大学学报,2009,37(11):56-58,63
    YU J Y,XIA M Z,XU H,et al. Comparative transcriptome analysis of three Artemisia species in Qinghai Tibet Plateau[J]. Bulletin of Botanical Research,2022,42(2):200-210 余静雅,夏铭泽,徐浩,等. 青藏高原地区3种蒿属植物转录组比较分析[J]. 植物研究,2022,42(2):200-210
    ZHOU X H,HE L Y,HE J L,et al. Future climate change prediction over Guangxi based on BCCCSM2-MR model[J]. Journal of Meteorological Research and Application,2024,45(4):75-83 周秀华,何莉阳,何洁琳,等. 基于BCC-CSM2-MR模式的广西未来气候变化预估[J]. 气象研究与应用,2024,45(4):75-83
    TIAN X M,JI X Y,WANG X X,et al. Habitat suitability and activity patterns of roe deer in Beijicun National Nature Reserve,Heilongjiang Province,China[J]. Acta Ecologica Sinica,2024,44(18):8175-8184 田新民,汲旭阳,王鑫雪,等. 北极村国家级自然保护区狍栖息地适宜性及活动节律[J]. 生态学报,2024,44(18):8175-8184
    SU J,LI H Y,WANG R,et al. Prediction of potential suitable areas for Hordeum murinum subsp. leporinum as an emerging invasive plant in China[J]. Acta Ecologica Sinica,2025,45(3):1379-1388 苏静,李海洋,王瑞,等. 外来入侵种地中海大麦在中国的潜在适生区预测[J]. 生态学报,2025,45(3):1379-1388
    LIU P F,WANG L,DU Q X,et al. Estimation of potential suitable distribution area and the ecological characteristics of Eucommia ulmoides Oliv. in China[J]. Acta Ecologica Sinica,2020,40(16):5674-5684 刘攀峰,王璐,杜庆鑫,等. 杜仲在我国的潜在适生区估计及其生态特征分析[J]. 生态学报,2020,40(16):5674-5684
    LI S C,YI Z L,LIAO J F,et al. Prediction of temporal and spatial distribution of suitable areas of Miscanthus nepalensis based on Maxent[J]. Journal of Hunan Agricultural University (Natural Sciences),2020,46(2):176-183 李世成,易自力,廖剑锋,等. 基于Maxent模型对尼泊尔芒适生区时空分布的预测[J]. 湖南农业大学学报(自然科学版),2020,46(2):176-183
    WANG P,TIAN S S,SONG Y Y,et al. Predicting the potential habitat of three Eurya Species in China based on MaxEnt[J]. Journal of Southwest University(Natural Science Edition),2024,46(12):84-99 王鹏,田姗姗,宋盈盈,等. 基于MaxEnt预测3种柃属植物在中国的潜在适生区[J]. 西南大学学报(自然科学版),2024,46(12):84-99
    WENG H Y,LIU Y P,YANG Q Y,et al. The simulation of geographical distribution and distribution pattern along with climate change of Chamaecyparis hodginsii[J]. Acta Ecologica Sinica,2025,45(1):137-146 翁慧莹,刘益鹏,杨黔越,等. 福建柏地理分布及随气候变化的分布格局模拟[J]. 生态学报,2025,45(1):137-146
    LIU J J,ZHANG Z,ZHANG Q,et al. Predicting the potential suitable areas of Aythya baeri in the Yangtze River Basin under the climate change scenario based on parameter optimization MaxEnt model[J]. Journal of Ecology and Rural Environment,2025,41(3):295-307 刘晶晶,张舟,张权,等. 基于参数优化MaxEnt模型的气候变化下青头潜鸭(Aythya baeri)在长江流域的潜在适生区预测[J]. 生态与农村环境学报,2025,41(3):295-307
    WU K Y,ZHAO C X,LYU H J,et al. Potential suitable distribution of gymnodiplocheilus pachycheilus based on MaxEnt model[J].Acta Hydrobiologica Sinica,2025,49(3):3-14 吴开阳,赵春娴,吕红健,等. 基于MaxEnt模型的厚唇裸重唇鱼当下潜在适宜分布[J].水生生物学报,2025,49(3):3-14
    ZHANG Y B,LIU Y L,QIN H,et al. Prediction on spatial migration of suitable distribution of Elaeagnus mollis under climate change conditions in Shanxi Province,China[J]. Chinese Journal of Applied Ecology,2019,30(2):496-502 张殷波,刘彦岚,秦浩,等. 气候变化条件下山西翅果油树适宜分布区的空间迁移预测[J]. 应用生态学报,2019,30(2):496-502
    LI Z S,MA Y S,LI Y X,et al. Spatial and temporal variations of the potential habitat of Asterothamnus centraliasiaticus on the Qinghai-Tibet Plateau under climate change[J]. Chinese Journal of Ecology,2024,43(6):1566-1575 李政升,马玉寿,李有鑫,等. 气候变化下青藏高原中亚紫菀木潜在适生区的时空动态变化[J]. 生态学杂志,2024,43(6):1566-1575
    HAN S X,YU T,JIN Z,et al. Predicting potential distributions of three locust trees in China under different climate scenarios[J]. Acta Ecologica Sinica,2025,45(4):1775-1787 韩顺鑫,余婷,金正,等. 不同气候情景下三种槐树在中国的潜在分布[J]. 生态学报,2025,45(4):1775-1787
    JIA X,WANG C,JIN H,et al. Assessing the suitable distribution area of Pinus koraiensis based on an optimized MaxEnt model[J]. Chinese Journal of Ecology,2019,38(8):2570-2576 贾翔,王超,金慧,等. 基于优化的MaxEnt模型评价红松适宜分布区[J]. 生态学杂志,2019,38(8):2570-2576
    ZHENG M Y,SONG Y T,LI C L,et al. Analysis of potential geographic distribution of Solanum rostratum based on optimized MaxEnt model in agro-pastoral ecotone of northern China[J]. Acta Agrestia Sinica,2024,32(12):3905-3914 郑梦月,宋彦涛,李彩琳,等. 基于MaxEnt模型的黄花刺茄在北方农牧交错带潜在适生区分析[J]. 草地学报,2024,32(12):3905-3914
    WANG X,YAN Z Y,YOU C J. Prediction of the potential suitable areas for pine pitch canker pathogen Fusarium circinatum utilizing an optimized MaxEnt model[J]. Mycosystema,2025,44(2):31-46 王心,闫子怡,游崇娟. 基于优化的MaxEnt模型预测环状镰孢的潜在适生区[J]. 菌物学报,2025,44(2):31-46
    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
    ZHENG D. General physical geography of China[M]. Beijing: Science Press, 2015:747-752 郑度. 中国自然地理总论[M]. 北京:科学出版社,2015:747-752
    SHI C Y,ZHU Y J,SA L,et al. Potential geographical distribution and the dominant climatic factors of three common Artemisia species in China[J]. Chinese Journal of Ecology,2021,40(2):512-524 史超逸,朱媛君,萨拉,等. 中国三种常见蒿属植物潜在地理分布及其主导气候因子[J]. 生态学杂志,2021,40(2):512-524
    CHI X F,HAN L. Study on plant adversity stress[J]. Seed Science & Technology,2019,37(13):122,124 迟晓峰,韩琳. 对植物逆境胁迫的研究[J]. 种子科技,2019,37(13):122,124
    LU K,HE Y M,MAO W,et al. Potential geographical distribution and changes of Artemisia ordosica in China under future climate change[J]. Chinese Journal of Applied Ecology,2020,31(11):3758-3766 鲁客,贺一鸣,毛伟,等. 未来气候变化下黑沙蒿在中国的潜在地理分布及变迁[J]. 应用生态学报,2020,31(11):3758-3766
    ZHANG Y J,WANG L X,CHEN C,et al. Research progress in response mechanism of plants to adversity stress[J]. Acta Agriculturae Jiangxi,2011,23(9):60-65 张亚军,王丽学,陈超,等. 植物对逆境的响应机制研究进展[J]. 江西农业学报,2011,23(9):60-65
    YANG F,ZHANG W T,ZHANG F M,et al. Climate characteristics and variation in the Qilian Mountains from 1961 to 2022[J]. Arid Zone Research,2024,41(10):1627-1638 杨斐,张文韬,张飞民,等. 1961—2022年祁连山气候特征及其变化[J]. 干旱区研究,2024,41(10):1627-1638
    ZHUANG X C,WANG C,HONG W,et al. Potential suitable habitats of Chelydra serpentina Linnaeus in China under future climate projection, based on MaxEnt and ArcGIS[J]. Journal of Biosafety,2024,33(4):393-401,422 庄晓纯,王成,洪维,等. 基于MaxEnt和ArcGIS预测蛇鳄龟在中国的潜在适生区域及其对未来气候变化的响应[J]. 生物安全学报(中英文),2024,33(4):393-401,422
    CHEN I C,HILL J K,OHLEMÜLLER R,et al. Rapid range shifts of species associated with high levels of climate warming[J]. Science,2011,333(6045):1024-1026
    ZHAN P,WANG F Y,XIA P G,et al. Assessment of suitable cultivation region for Panax notoginseng under different climatic conditions using MaxEnt model and high-performance liquid chromatography in China[J]. Industrial Crops and Products,2022,176:114416
    WANG E,LU Z R,ROHANI E R,et al. Current and future distribution of Forsythia suspensa in China under climate change adopting the MaxEnt model[J]. Frontiers in Plant Science,2024,15:1394799
    ZHOU B Q,ZHAI P M. The future projections of extreme weather,climate and water events and strategic responses[J]. Meteorological Monthly,2023,49(3):257-266 周佰铨,翟盘茂. 未来的极端天气气候与水文事件预估及其应对[J]. 气象,2023,49(3):257-266
    LÜ Z W,ZHU X R,YE X Z,et al. Impacts of climate change on the suitable habitats and spatial migration of Tetraena mongolica[J]. Acta Ecologica Sinica,2024,44(3):1164-1176 吕增伟,朱晓如,叶兴状,等. 气候变化对四合木适生区及空间迁移的影响[J]. 生态学报,2024,44(3):1164-1176
    HASMU T,HAN G H,SHI L,et al. Impact of climate change and human activities on the environmental changes of the eastern part of Tarim basin[J]. Journal of Arid Land Resources and Environment,2009,23(3):55-61 吐尔逊·哈斯木,韩桂红,石丽,等. 历史时期以来气候环境与人类活动对塔里木盆地东部地区环境变迁的影响[J]. 干旱区资源与环境,2009,23(3):55-61
    ZHOU J,WANG X H,DU W B,et al. Prediction of potential distribution area of Picea schrenkiana under the background of climate change[J]. Arid Zone Research,2024,41(7):1167-1176 周杰,王旭虎,杜维波,等. 气候变化背景下的天山云杉潜在分布区预测[J]. 干旱区研究,2024,41(7):1167-1176
    XU W B,SVENNING J C,CHEN G K,et al. Human activities have opposing effects on distributions of narrow-ranged and widespread plant species in China[J]. Proceedings of the National Academy of Sciences of the United States of America,2019,116(52):26674-26681
    LI C X,CHEN H B. Restoration of ecological environment in Qilian Mountains[J]. China Animal Industry,2018(14):63-64 李春霞,陈怀斌. 祁连山生态环境的修复[J]. 中国畜牧业,2018(14):63-64
    FENG J Y,JIANG Z R,FENG H Y,et al. Effects of human activities on ecological environment of Qilian Mountain protected area[J]. Forest By-Product and Speciality in China,2024(3):23-25 冯金元,蒋志仁,冯宏元,等. 人类活动对祁连山保护区生态环境的影响[J]. 中国林副特产,2024(3):23-25
    KONG F,TANG L,HE H,et al. Assessing the impact of climate change on the distribution of Osmanthus fragrans using Maxent[J]. Environmental Science and Pollution Research,2021,28(26):34655-34663
    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
    2026年第34卷第1期
    PDF下载
    98
    19
    引用本文
    BibTeX
    文章信息
    doi: 10.11733/j.issn.1007-0435.2026.01.021
    • 接收时间:2025-02-16
    • 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:2025-02-16
    • 修回日期:2025-04-01
    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.1007-0435.2026.01.021
    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