基于优化的 Maxent 模型的全球适宜膳食狼尾草区域

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Zhengxue Zhao, Lin Yang, Xiangsheng Chen
{"title":"基于优化的 Maxent 模型的全球适宜膳食狼尾草区域","authors":"Zhengxue Zhao,&nbsp;Lin Yang,&nbsp;Xiangsheng Chen","doi":"10.1002/ece3.70252","DOIUrl":null,"url":null,"abstract":"<p><i>Lycorma delicatula</i>, a globally invasive pest, has caused considerable economic losses in many countries. Determining the potential distribution range of <i>L. delicatula</i> is crucial for its effective management and control; however, our understanding of this species remains limited. In this study, Maxent model with occurrence records and environmental variables were fit first and then optimized by selecting the best combination of feature classes and regularization multipliers using the lowest score of corrected Akaike information criterion. Subsequently, we predicted global suitable areas for <i>L. delicatula</i> both currently and in the future (2041–2060, 2061–2080, and 2081–2100). The results indicated that the mean temperature of the driest quarter is the most important environmental variable limiting <i>L. delicatula</i> distribution. Currently, the suitable areas are concentrated in East Asia (mainly in China, South Korea, and Japan), central and eastern United States, and southern Europe. Compared with current environmental conditions, in all future climate scenarios, the number of suitable areas for <i>L. delicatula</i> increased. In addition, we revealed that suitable areas are likely to expand northward in the future. Our study results suggest that policymakers and governments should prioritize the development of pest management measures in suitable areas for <i>L. delicatula</i>, especially in high suitable areas, to control this invasive pest and minimize global economic losses.</p>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ece3.70252","citationCount":"0","resultStr":"{\"title\":\"Globally suitable areas for Lycorma delicatula based on an optimized Maxent model\",\"authors\":\"Zhengxue Zhao,&nbsp;Lin Yang,&nbsp;Xiangsheng Chen\",\"doi\":\"10.1002/ece3.70252\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><i>Lycorma delicatula</i>, a globally invasive pest, has caused considerable economic losses in many countries. Determining the potential distribution range of <i>L. delicatula</i> is crucial for its effective management and control; however, our understanding of this species remains limited. In this study, Maxent model with occurrence records and environmental variables were fit first and then optimized by selecting the best combination of feature classes and regularization multipliers using the lowest score of corrected Akaike information criterion. Subsequently, we predicted global suitable areas for <i>L. delicatula</i> both currently and in the future (2041–2060, 2061–2080, and 2081–2100). The results indicated that the mean temperature of the driest quarter is the most important environmental variable limiting <i>L. delicatula</i> distribution. Currently, the suitable areas are concentrated in East Asia (mainly in China, South Korea, and Japan), central and eastern United States, and southern Europe. Compared with current environmental conditions, in all future climate scenarios, the number of suitable areas for <i>L. delicatula</i> increased. In addition, we revealed that suitable areas are likely to expand northward in the future. Our study results suggest that policymakers and governments should prioritize the development of pest management measures in suitable areas for <i>L. delicatula</i>, especially in high suitable areas, to control this invasive pest and minimize global economic losses.</p>\",\"PeriodicalId\":2,\"journal\":{\"name\":\"ACS Applied Bio Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2024-09-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ece3.70252\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Bio Materials\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ece3.70252\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, BIOMATERIALS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"99","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ece3.70252","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0

摘要

Lycorma delicatula 是一种全球入侵害虫,给许多国家造成了巨大的经济损失。确定L. delicatula的潜在分布范围对其有效管理和控制至关重要;然而,我们对该物种的了解仍然有限。在本研究中,我们首先拟合了包含发生记录和环境变量的 Maxent 模型,然后利用校正后的 Akaike 信息准则的最低得分,通过选择特征类和正则化乘数的最佳组合来进行优化。随后,我们预测了当前和未来(2041-2060年、2061-2080年和2081-2100年)全球L. delicatula的适宜区域。结果表明,最干旱季度的平均气温是限制 L. delicatula 分布的最重要环境变量。目前,适宜地区主要集中在东亚(主要是中国、韩国和日本)、美国中部和东部以及欧洲南部。与目前的环境条件相比,在所有未来气候情景中,L. delicatula 的适宜区数量都有所增加。此外,我们还发现,未来适宜地区有可能向北扩展。我们的研究结果表明,政策制定者和政府应优先在L. delicatula的适宜区,尤其是高适宜区制定害虫管理措施,以控制这种入侵害虫,最大限度地减少全球经济损失。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Globally suitable areas for Lycorma delicatula based on an optimized Maxent model

Globally suitable areas for Lycorma delicatula based on an optimized Maxent model

Lycorma delicatula, a globally invasive pest, has caused considerable economic losses in many countries. Determining the potential distribution range of L. delicatula is crucial for its effective management and control; however, our understanding of this species remains limited. In this study, Maxent model with occurrence records and environmental variables were fit first and then optimized by selecting the best combination of feature classes and regularization multipliers using the lowest score of corrected Akaike information criterion. Subsequently, we predicted global suitable areas for L. delicatula both currently and in the future (2041–2060, 2061–2080, and 2081–2100). The results indicated that the mean temperature of the driest quarter is the most important environmental variable limiting L. delicatula distribution. Currently, the suitable areas are concentrated in East Asia (mainly in China, South Korea, and Japan), central and eastern United States, and southern Europe. Compared with current environmental conditions, in all future climate scenarios, the number of suitable areas for L. delicatula increased. In addition, we revealed that suitable areas are likely to expand northward in the future. Our study results suggest that policymakers and governments should prioritize the development of pest management measures in suitable areas for L. delicatula, especially in high suitable areas, to control this invasive pest and minimize global economic losses.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信