{"title":"基于集合模型的中国三种稻飞虱扩散模式及潜在分布预测","authors":"Xianzhi Xiu, Yuechao Zhao, Mingli Yu, Ying Gao, Guangyi Yang, Jinyang Wang, Xueping Shi, Xingya Wang","doi":"10.1111/jen.13317","DOIUrl":null,"url":null,"abstract":"Three rice planthopper species, <jats:italic>Nilaparvata lugens, Sogatella furcifera</jats:italic> and <jats:italic>Laodelphax striatellus</jats:italic>, are destructive rice pests that cause serious economic losses in major rice‐producing regions of China. Understanding their dispersal patterns and potential distribution areas is crucial for effective management and control. Based on historical climate data and simulated future climate data combined with species occurrence data, the dispersal patterns of three planthopper species were analysed and their potential distributions were predicted. The results showed that from 1993 to 2022, the suitable areas for the three rice planthoppers gradually expanded. By 2022, the total suitable area for <jats:italic>S. furcifera</jats:italic> reached 478.35 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup>, followed by 376.02 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup> for <jats:italic>L. striatellus</jats:italic> and 264.97 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup> for <jats:italic>N. lugens</jats:italic>. The optimum area for <jats:italic>S. furcifera</jats:italic> exhibited the most significant increase, expanding by 136.07 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup>. The species has extended its range from southern China to the northeastern and northwestern regions within the past three decades. The suitable areas for <jats:italic>L. striatellus</jats:italic> and <jats:italic>N. lugens</jats:italic> did not show a significant spread trend. In addition, compared to that in 2022, the total suitable area for the three rice planthopper species increased slightly from 2041 to 2060. The study revealed that the wettest monthly rainfall and the lowest temperature were the most influential factors affecting the distributions of these planthopper species. This study provides valuable insights into the dispersal patterns and potential distribution of rice planthoppers in China and provides a theoretical basis for effective prevention and control strategies for destructive rice pests.","PeriodicalId":14987,"journal":{"name":"Journal of Applied Entomology","volume":null,"pages":null},"PeriodicalIF":1.7000,"publicationDate":"2024-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dispersal patterns and potential distribution prediction of three rice planthopper species in China based on the ensemble model\",\"authors\":\"Xianzhi Xiu, Yuechao Zhao, Mingli Yu, Ying Gao, Guangyi Yang, Jinyang Wang, Xueping Shi, Xingya Wang\",\"doi\":\"10.1111/jen.13317\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Three rice planthopper species, <jats:italic>Nilaparvata lugens, Sogatella furcifera</jats:italic> and <jats:italic>Laodelphax striatellus</jats:italic>, are destructive rice pests that cause serious economic losses in major rice‐producing regions of China. Understanding their dispersal patterns and potential distribution areas is crucial for effective management and control. Based on historical climate data and simulated future climate data combined with species occurrence data, the dispersal patterns of three planthopper species were analysed and their potential distributions were predicted. The results showed that from 1993 to 2022, the suitable areas for the three rice planthoppers gradually expanded. By 2022, the total suitable area for <jats:italic>S. furcifera</jats:italic> reached 478.35 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup>, followed by 376.02 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup> for <jats:italic>L. striatellus</jats:italic> and 264.97 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup> for <jats:italic>N. lugens</jats:italic>. The optimum area for <jats:italic>S. furcifera</jats:italic> exhibited the most significant increase, expanding by 136.07 × 10<jats:sup>4</jats:sup> km<jats:sup>2</jats:sup>. The species has extended its range from southern China to the northeastern and northwestern regions within the past three decades. The suitable areas for <jats:italic>L. striatellus</jats:italic> and <jats:italic>N. lugens</jats:italic> did not show a significant spread trend. In addition, compared to that in 2022, the total suitable area for the three rice planthopper species increased slightly from 2041 to 2060. The study revealed that the wettest monthly rainfall and the lowest temperature were the most influential factors affecting the distributions of these planthopper species. This study provides valuable insights into the dispersal patterns and potential distribution of rice planthoppers in China and provides a theoretical basis for effective prevention and control strategies for destructive rice pests.\",\"PeriodicalId\":14987,\"journal\":{\"name\":\"Journal of Applied Entomology\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.7000,\"publicationDate\":\"2024-06-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Applied Entomology\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://doi.org/10.1111/jen.13317\",\"RegionNum\":3,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENTOMOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Applied Entomology","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1111/jen.13317","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENTOMOLOGY","Score":null,"Total":0}
Dispersal patterns and potential distribution prediction of three rice planthopper species in China based on the ensemble model
Three rice planthopper species, Nilaparvata lugens, Sogatella furcifera and Laodelphax striatellus, are destructive rice pests that cause serious economic losses in major rice‐producing regions of China. Understanding their dispersal patterns and potential distribution areas is crucial for effective management and control. Based on historical climate data and simulated future climate data combined with species occurrence data, the dispersal patterns of three planthopper species were analysed and their potential distributions were predicted. The results showed that from 1993 to 2022, the suitable areas for the three rice planthoppers gradually expanded. By 2022, the total suitable area for S. furcifera reached 478.35 × 104 km2, followed by 376.02 × 104 km2 for L. striatellus and 264.97 × 104 km2 for N. lugens. The optimum area for S. furcifera exhibited the most significant increase, expanding by 136.07 × 104 km2. The species has extended its range from southern China to the northeastern and northwestern regions within the past three decades. The suitable areas for L. striatellus and N. lugens did not show a significant spread trend. In addition, compared to that in 2022, the total suitable area for the three rice planthopper species increased slightly from 2041 to 2060. The study revealed that the wettest monthly rainfall and the lowest temperature were the most influential factors affecting the distributions of these planthopper species. This study provides valuable insights into the dispersal patterns and potential distribution of rice planthoppers in China and provides a theoretical basis for effective prevention and control strategies for destructive rice pests.
期刊介绍:
The Journal of Applied Entomology publishes original articles on current research in applied entomology, including mites and spiders in terrestrial ecosystems.
Submit your next manuscript for rapid publication: the average time is currently 6 months from submission to publication. With Journal of Applied Entomology''s dynamic article-by-article publication process, Early View, fully peer-reviewed and type-set articles are published online as soon as they complete, without waiting for full issue compilation.