Article(id=1242139836635750959, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242139820500267907, articleNumber=null, orderNo=12, doi=10.3981/j.issn.1000-7857.2022.07.010, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1608739200000, receivedDateStr=2020-12-24, revisedDate=1647014400000, revisedDateStr=2022-03-12, acceptedDate=null, acceptedDateStr=null, onlineDate=1654855626393, onlineDateStr=2022-06-10, pubDate=1649779200000, pubDateStr=2022-04-13, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1654855626393, onlineIssueDateStr=2022-06-10, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774078814892, creator=sys-migrate, updateTime=1774078814892, updator=sys-migrate, issue=Issue{id=1242139820500267907, tenantId=1146029695717560320, journalId=1146031591421210625, year='2022', volume='40', issue='7', pageStart='1', pageEnd='112', issueExtLink='null', onlineDate='null', pubDate='1649779200000', pubDateStr='2022-04-13', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774078811045, creator='sys-migrate', updateTime=1774078811045, updator='sys-migrate', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=94, endPage=99, ext={EN=ArticleExt(id=1242139841744417780, articleId=1242139836635750959, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Estimating global environmental suitability distribution of Moringa oleifera Lam. using data-driven model, columnId=1150494644690366681, journalTitle=Science & Technology Review, columnName=Papers, runingTitle=null, highlight=null, articleAbstract=As a new Chinese medicine resource, Moringa oleifera Lam. is widely used in botanical medicine. To avoid economic losses caused by blind expanded introduction and cultivation it is urgent to evaluate the spatial distribution of land resources suitable for Moringa oleifera Lam. In this study, 960 global distribution records of Moringa oleifera Lam. are collected to assess the spatial distribution of global environmental suitability of Moringa oleifera Lam. by using spatial information technology and a data-driven model of spatial co-variables of climate, soil, topography and solar radiation. The results show that the land resources suitable for the cultivation of Moringa oleifera Lam. are about 3615.96 million hm2 in the world, which are mainly distributed in Southern North America, Eastern and Northern South America, Central Africa, Southeast Asia and Northern Oceania. This study provides a solid foundation for the cultivation partition and promotion program of Moringa oleifera Lam. and helps to alleviate the over-mining of moringa and solve the contradiction between supply and demand of Moringa oleifera Lam., authors=FAN Peiwei1, HAO Mengmeng1,2, DING Fangyu1,2, WANG Qian1,2, DONG donglin3, MA Zhimin4, QIAN Jun4, LI Xinhua4, CHEN Jing4, WAN Wenhong4, ZHAO Yan4, ZHANG Xiaobo5, authorsList=FAN Peiwei, HAO Mengmeng, DING Fangyu, WANG Qian, DONG donglin, MA Zhimin, QIAN Jun, LI Xinhua, CHEN Jing, WAN Wenhong, ZHAO Yan, ZHANG Xiaobo, authorCompany=1. Institute of Geographical Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China;
2. College of Resources and Environment, University of Chinese Academy of Sciences, Beijing 100049, China;
3. Department of Geological Engineering and Environment, China University of Mining and Technology(Beijing), Beijing 100083, China;
4. Information Center of Jiangxi Province, Nanchang 330036, China;
5. State Key Laboratory Breeding Base of Dao-di Herbs, National Resource Center for Chinese Materia Medical, China Academy of Chinese Medical Sciences, Beijing 100700, China, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=Qe1pJPKZ3vmrCbhrETTB7w==, pdfFileSize=1222226, 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=1242139839345275878, articleId=1242139836635750959, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=基于数据驱动模型的辣木全球环境适宜性分布评估, columnId=1146540929516700224, journalTitle=科技导报, columnName=研究论文, runingTitle=null, highlight=null, articleAbstract=辣木作为新中药资源,被广泛应用于植物医药。收集了全球960条辣木分布记录,结合气候、土壤、地形和太阳辐射空间协变量,采用空间信息技术与数据驱动模型,评估了辣木全球环境适宜性空间分布状况。结果表明,全球适宜种植辣木的土地资源总量约为3.61×109hm2,主要分布在北美洲南部、南美洲东部和北部、非洲中部、亚洲的东南部及大洋洲北部地区。, authors=范沛薇1, 郝蒙蒙1,2, 丁方宇1,2, 王倩1,2, 董东林3, 马志民4, 钱军4, 李新华4, 陈静4, 万文宏4, 赵艳4, 张小波5, authorsList=范沛薇, 郝蒙蒙, 丁方宇, 王倩, 董东林, 马志民, 钱军, 李新华, 陈静, 万文宏, 赵艳, 张小波, authorCompany=1. 中国科学院地理科学与资源研究所资源利用与环境修复重点实验室, 北京 100101;
2. 中国科学院大学资源与环境学院, 北京 100049;
3. 中国矿业大学 (北京) 地球科学与测绘工程学院, 北京 100083;
4. 江西省信息中心, 南昌 330036;
5. 中国中医科学院中药资源中心, 道地药材国家重点实验室培育基地, 北京 100700, correspAuthors=null, authorNote=范沛薇,硕士研究生,研究方向为资源环境遥感应用,电子信箱:peiwei_fan@163.com, correspAuthorsNote=丁方宇(通信作者),特别研究助理,研究方向为资源环境遥感应用,电子信箱:dingfy.17b@igsnrr.ac.cn;张小波(共同通信作者),副研究员,研究方向为中药资源,电子信箱:jack110007@163.com, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=mIYYAYuXrv0GGfnWehjKBQ==, pdfFileSize=1222226, 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=云南省科技计划项目(2017ZF004);江西省"生态云"大数据平台总体框架和指标体系规划设计采购项目(GXHT-19YYYB-0903);国家重点研发计划项目(2017YFC1700701,2017YFC1701603);中国中医科学院中药资源中心自主选题科研项目(ZZXT201804))}, authors=null, keywords=[Keyword(id=1242139838896480825, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=CN, orderNo=1, keyword=辣木), Keyword(id=1242139838967783994, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=CN, orderNo=1, keyword=空间协变量), Keyword(id=1242139839047475771, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=CN, orderNo=1, keyword=空间信息技术), Keyword(id=1242139839131361852, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=CN, orderNo=1, keyword=数据驱动模型), Keyword(id=1242139839198470717, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=CN, orderNo=1, keyword=环境适宜性), Keyword(id=1242139839852786667, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=EN, orderNo=1, keyword=Moringa oleifera Lam.), Keyword(id=1242139839945061356, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=EN, orderNo=1, keyword=spatial covariates), Keyword(id=1242139841438233584, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=EN, orderNo=1, keyword=spatial information technology), Keyword(id=1242139841517925362, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=EN, orderNo=1, keyword=data-driven model), Keyword(id=1242139841593422835, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242139836635750959, language=EN, orderNo=1, keyword=environmental suitability)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=wfghvu3bhh/dKxuZ+ucVHA==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1774230116083, createdBy=null, updatedBy=13041195026, firstLetterCn=S, firstLetterEn=S, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=wfghvu3bhh/dKxuZ+ucVHA==, picEn=yjSfclmpNm7ihn9NbTZ69g==, jcr=null, cjcr=null, exts=[JournalExt(id=1242774439910290156, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1774230116107, updatedTime=1774230116107, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1242774439960621805, language=EN, name=Science & Technology Review, 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=http://www.kjdb.org/EN/home, createdTime=1774230116119, updatedTime=1774230116119, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, 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/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, 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/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=wfghvu3bhh/dKxuZ+ucVHA==, journalPhotoEn=yjSfclmpNm7ihn9NbTZ69g==, journalFirstLetter=S, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, 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=null, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2022.07.010, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/10.3981/j.issn.1000-7857.2022.07.010, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/10.3981/j.issn.1000-7857.2022.07.010, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/10.3981/j.issn.1000-7857.2022.07.010, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1649779200000, fullTextJson=null, articleText=null, reference=null)
收藏切换
基于数据驱动模型的辣木全球环境适宜性分布评估
收藏切换
PDF下载
科技导报 | 研究论文 2022,40(7): 94-99
收起
收藏切换
科技导报 | 研究论文 2022, 40(7): 94-99
基于数据驱动模型的辣木全球环境适宜性分布评估
全屏
范沛薇1, 郝蒙蒙1,2, 丁方宇1,2, 王倩1,2, 董东林3, 马志民4, 钱军4, 李新华4, 陈静4, 万文宏4, 赵艳4, 张小波5
作者信息
    1. 中国科学院地理科学与资源研究所资源利用与环境修复重点实验室, 北京 100101;
    2. 中国科学院大学资源与环境学院, 北京 100049;
    3. 中国矿业大学 (北京) 地球科学与测绘工程学院, 北京 100083;
    4. 江西省信息中心, 南昌 330036;
    5. 中国中医科学院中药资源中心, 道地药材国家重点实验室培育基地, 北京 100700

通讯作者:

丁方宇(通信作者),特别研究助理,研究方向为资源环境遥感应用,电子信箱:dingfy.17b@igsnrr.ac.cn;张小波(共同通信作者),副研究员,研究方向为中药资源,电子信箱:jack110007@163.com
Estimating global environmental suitability distribution of Moringa oleifera Lam. using data-driven model
Affiliations
出版时间: 2022-04-13 doi: 10.3981/j.issn.1000-7857.2022.07.010
文章导航
收藏切换
辣木作为新中药资源,被广泛应用于植物医药。收集了全球960条辣木分布记录,结合气候、土壤、地形和太阳辐射空间协变量,采用空间信息技术与数据驱动模型,评估了辣木全球环境适宜性空间分布状况。结果表明,全球适宜种植辣木的土地资源总量约为3.61×109hm2,主要分布在北美洲南部、南美洲东部和北部、非洲中部、亚洲的东南部及大洋洲北部地区。
辣木  /  空间协变量  /  空间信息技术  /  数据驱动模型  /  环境适宜性
As a new Chinese medicine resource, Moringa oleifera Lam. is widely used in botanical medicine. To avoid economic losses caused by blind expanded introduction and cultivation it is urgent to evaluate the spatial distribution of land resources suitable for Moringa oleifera Lam. In this study, 960 global distribution records of Moringa oleifera Lam. are collected to assess the spatial distribution of global environmental suitability of Moringa oleifera Lam. by using spatial information technology and a data-driven model of spatial co-variables of climate, soil, topography and solar radiation. The results show that the land resources suitable for the cultivation of Moringa oleifera Lam. are about 3615.96 million hm2 in the world, which are mainly distributed in Southern North America, Eastern and Northern South America, Central Africa, Southeast Asia and Northern Oceania. This study provides a solid foundation for the cultivation partition and promotion program of Moringa oleifera Lam. and helps to alleviate the over-mining of moringa and solve the contradiction between supply and demand of Moringa oleifera Lam.
Moringa oleifera Lam.  /  spatial covariates  /  spatial information technology  /  data-driven model  /  environmental suitability
范沛薇, 郝蒙蒙, 丁方宇, 王倩, 董东林, 马志民, 钱军, 李新华, 陈静, 万文宏, 赵艳, 张小波. 基于数据驱动模型的辣木全球环境适宜性分布评估. 科技导报, 2022 , 40 (7) : 94 -99 . DOI: 10.3981/j.issn.1000-7857.2022.07.010
FAN Peiwei, HAO Mengmeng, DING Fangyu, WANG Qian, DONG donglin, MA Zhimin, QIAN Jun, LI Xinhua, CHEN Jing, WAN Wenhong, ZHAO Yan, ZHANG Xiaobo. Estimating global environmental suitability distribution of Moringa oleifera Lam. using data-driven model[J]. Science & Technology Review, 2022 , 40 (7) : 94 -99 . DOI: 10.3981/j.issn.1000-7857.2022.07.010
2022年第40卷第7期
PDF下载
198
11
引用本文
BibTeX
文章信息
doi: 10.3981/j.issn.1000-7857.2022.07.010
  • 接收时间:2020-12-24
  • 首发时间:2022-06-10
  • 出版时间:2022-04-13
补充材料
相关文章
文章信息
作者
出版历史
  • 收稿日期:2020-12-24
  • 修回日期:2022-03-12
基金
作者信息

通讯作者:

丁方宇(通信作者),特别研究助理,研究方向为资源环境遥感应用,电子信箱:dingfy.17b@igsnrr.ac.cn;张小波(共同通信作者),副研究员,研究方向为中药资源,电子信箱:jack110007@163.com
参考文献
分享链接
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2022.07.010
分享至
全文二维码

扫描看全文

引用本文
BibTeX
本文的引用情况
2种不同金属材料的力学参数

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

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