Predicting the global invasion risk of ambrosia beetle Euplatypus parallelus under climate change based on CMIP6 projections.

IF 2.6 3区 地球科学 Q2 BIOPHYSICS
Maruthadurai R, Bappa Das, Parveen Kumar
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引用次数: 0

Abstract

Euplatypus parallelus (Fabricius, 1801) is a highly destructive invasive insect pest endemic to the Neotropics, causing economic and ecological damage to natural forests, plantations, and fruit trees. We employed the MaxEnt model to predict the global suitability of E. parallelus under current and future scenarios based on the shared socioeconomic pathways (SSPs) 126 and SSP585 in 2050 and 2070, utilizing the Coupled Model Intercomparison Project phase 6 (CMIP6) dataset. The model demonstrated remarkable performance achieving AUC values of 0.964 and 0.957, TSS of 0.841 and 0.796, and CBI of 0.967 and 0.928 during model calibration and validation, respectively. The temperature seasonality BIO4 (43.8%), annual precipitation BIO12 (31.2%), and minimum temperature of the coldest month BIO6 (14.7) were the most significant bioclimatic variables affecting the distribution of E. parallelus. The model shows that the maximum suitability of E. parallelus is primarily concentrated in Asia, Africa, and South America. Future climate change predicts a 12.85% expansion in suitable habitat areas for E. parallelus. Our predictions demonstrate that the biological suitability and global potential spread of E. parallelus would increase under the SSP126 and SSP585 scenarios in 2050 and 2070. The study findings will help the researchers, policymakers, and academicians to plan, develop, and implement effective preventive strategies to combat the spread and infestation of E. parallelus.

气候变化背景下,基于CMIP6预估的平行拟合兽(ambrosia beetle Euplatypus parallelus)全球入侵风险预测
平行鸭嘴兽(Euplatypus parallelus, fabicius, 1801)是一种新热带特有的具有高度破坏性的入侵害虫,对天然林、人工林和果树造成经济和生态破坏。基于共享社会经济路径(sssp) 126和SSP585在2050年和2070年,利用耦合模式比对项目第6阶段(CMIP6)数据集,采用MaxEnt模型预测了当前和未来情景下并行e的全球适宜性。模型在标定和验证过程中AUC分别为0.964和0.957,TSS分别为0.841和0.796,CBI分别为0.967和0.928。温度季节性BIO4(43.8%)、年降水量BIO12(31.2%)和最冷月最低温度BIO6(14.7%)是影响平行木分布最显著的生物气候变量。模型结果表明,东方虎的最大适宜性主要集中在亚洲、非洲和南美洲。未来气候变化预测,平行叶蝉适宜栖息地面积将扩大12.85%。预测结果表明,在SSP126和SSP585情景下,2050年和2070年平行沙蚕的生物适宜性和全球传播潜力均有所增加。研究结果将有助于研究人员、政策制定者和学者规划、制定和实施有效的预防策略,以对抗平行纹夜蛾的传播和侵袭。
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来源期刊
CiteScore
6.40
自引率
9.40%
发文量
183
审稿时长
1 months
期刊介绍: The Journal publishes original research papers, review articles and short communications on studies examining the interactions between living organisms and factors of the natural and artificial atmospheric environment. Living organisms extend from single cell organisms, to plants and animals, including humans. The atmospheric environment includes climate and weather, electromagnetic radiation, and chemical and biological pollutants. The journal embraces basic and applied research and practical aspects such as living conditions, agriculture, forestry, and health. The journal is published for the International Society of Biometeorology, and most membership categories include a subscription to the Journal.
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