{"title":"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","authors":"Maruthadurai R, Bappa Das, Parveen Kumar","doi":"10.1007/s00484-025-03005-3","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":588,"journal":{"name":"International Journal of Biometeorology","volume":" ","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predicting the global invasion risk of ambrosia beetle Euplatypus parallelus under climate change based on CMIP6 projections.\",\"authors\":\"Maruthadurai R, Bappa Das, Parveen Kumar\",\"doi\":\"10.1007/s00484-025-03005-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>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.</p>\",\"PeriodicalId\":588,\"journal\":{\"name\":\"International Journal of Biometeorology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Biometeorology\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://doi.org/10.1007/s00484-025-03005-3\",\"RegionNum\":3,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BIOPHYSICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Biometeorology","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1007/s00484-025-03005-3","RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOPHYSICS","Score":null,"Total":0}
Predicting the global invasion risk of ambrosia beetle Euplatypus parallelus under climate change based on CMIP6 projections.
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.
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.