Cargando…
Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model
BACKGROUND: Bactrocera minax (Enderlein, 1920) (Diptera: Tephritidae) is a destructive citrus pest. It is mainly distributed throughout Shaanxi, Sichuan, Chongqing, Guizhou, Yunnan, Hubei, Hunan, and Guangxi in China and is considered to be a second-class pest that is prohibited from entering that c...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668831/ https://www.ncbi.nlm.nih.gov/pubmed/38025688 http://dx.doi.org/10.7717/peerj.16459 |
_version_ | 1785149183688179712 |
---|---|
author | Fu, Chun Wang, Xian Huang, Tingting Wang, Rulin |
author_facet | Fu, Chun Wang, Xian Huang, Tingting Wang, Rulin |
author_sort | Fu, Chun |
collection | PubMed |
description | BACKGROUND: Bactrocera minax (Enderlein, 1920) (Diptera: Tephritidae) is a destructive citrus pest. It is mainly distributed throughout Shaanxi, Sichuan, Chongqing, Guizhou, Yunnan, Hubei, Hunan, and Guangxi in China and is considered to be a second-class pest that is prohibited from entering that country. Climate change, new farming techniques, and increased international trade has caused the habitable area of this pest to gradually expand. Understanding the suitable habitats of B. minax under future climate scenarios may be crucial to reveal the expansion pattern of the insect and develop corresponding prevention strategies in China. METHODS: Using on the current 199 distribution points and 11 environmental variables for B. minax, we chose the optimal MaxEnt model to screen the dominant factors that affect the distribution of B. minax and to predict the potential future distribution of B. minax in China under two shared socio-economic pathways (SSP1-2.6, SSP5-8.5). RESULTS: The current habitat of B. minax is located at 24.1–34.6°N and 101.1–122.9°E, which encompasses the provinces of Guizhou, Sichuan, Hubei, Hunan, Chongqing, and Yunnan (21.64 × 10(4) km(2)). Under future climate scenarios, the potential suitable habitat for B. minax may expand significantly toward the lower-middle reaches of the Yangtze River. The land coverage of highly suitable habitats may increase from 21.64 × 10(4) km(2) to 26.35 × 104 × 10(4) km(2) (2050s, SSP5-8.5) ~ 33.51 × 10(4) km(2) (2090s, SSP5-8.5). This expansion area accounts for 29% (2050s, SSP1-2.6) to 34.83% (2090s, SSP1-2.6) of the current habitat. The center of the suitable habitat was predicted to expand towards the northeast, and the scenario with a stronger radiative force corresponded to a more marked movement of the center toward higher latitudes. A jackknife test showed that the dominant variables affecting the distribution of B. minax were the mean temperature of the driest quarter (bio9), the annual precipitation (bio12), the mean diurnal range (bio2), the temperature annual range (bio7), and the altitude (alt). DISCUSSION: Currently, it is possible for B. minax to expand its damaging presence. Regions with appropriate climate conditions and distribution of host plants may become potential habitats for the insects, and local authorities should strengthen their detection and prevention strategies. Climate changes in the future may promote the survival and expansion of B. minax species in China, which is represented by the significant increase of suitable habitats toward regions of high altitudes and latitudes across all directions but with some shrinkage in the east and west sides. |
format | Online Article Text |
id | pubmed-10668831 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106688312023-11-21 Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model Fu, Chun Wang, Xian Huang, Tingting Wang, Rulin PeerJ Agricultural Science BACKGROUND: Bactrocera minax (Enderlein, 1920) (Diptera: Tephritidae) is a destructive citrus pest. It is mainly distributed throughout Shaanxi, Sichuan, Chongqing, Guizhou, Yunnan, Hubei, Hunan, and Guangxi in China and is considered to be a second-class pest that is prohibited from entering that country. Climate change, new farming techniques, and increased international trade has caused the habitable area of this pest to gradually expand. Understanding the suitable habitats of B. minax under future climate scenarios may be crucial to reveal the expansion pattern of the insect and develop corresponding prevention strategies in China. METHODS: Using on the current 199 distribution points and 11 environmental variables for B. minax, we chose the optimal MaxEnt model to screen the dominant factors that affect the distribution of B. minax and to predict the potential future distribution of B. minax in China under two shared socio-economic pathways (SSP1-2.6, SSP5-8.5). RESULTS: The current habitat of B. minax is located at 24.1–34.6°N and 101.1–122.9°E, which encompasses the provinces of Guizhou, Sichuan, Hubei, Hunan, Chongqing, and Yunnan (21.64 × 10(4) km(2)). Under future climate scenarios, the potential suitable habitat for B. minax may expand significantly toward the lower-middle reaches of the Yangtze River. The land coverage of highly suitable habitats may increase from 21.64 × 10(4) km(2) to 26.35 × 104 × 10(4) km(2) (2050s, SSP5-8.5) ~ 33.51 × 10(4) km(2) (2090s, SSP5-8.5). This expansion area accounts for 29% (2050s, SSP1-2.6) to 34.83% (2090s, SSP1-2.6) of the current habitat. The center of the suitable habitat was predicted to expand towards the northeast, and the scenario with a stronger radiative force corresponded to a more marked movement of the center toward higher latitudes. A jackknife test showed that the dominant variables affecting the distribution of B. minax were the mean temperature of the driest quarter (bio9), the annual precipitation (bio12), the mean diurnal range (bio2), the temperature annual range (bio7), and the altitude (alt). DISCUSSION: Currently, it is possible for B. minax to expand its damaging presence. Regions with appropriate climate conditions and distribution of host plants may become potential habitats for the insects, and local authorities should strengthen their detection and prevention strategies. Climate changes in the future may promote the survival and expansion of B. minax species in China, which is represented by the significant increase of suitable habitats toward regions of high altitudes and latitudes across all directions but with some shrinkage in the east and west sides. PeerJ Inc. 2023-11-21 /pmc/articles/PMC10668831/ /pubmed/38025688 http://dx.doi.org/10.7717/peerj.16459 Text en © 2023 Fu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Agricultural Science Fu, Chun Wang, Xian Huang, Tingting Wang, Rulin Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model |
title | Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model |
title_full | Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model |
title_fullStr | Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model |
title_full_unstemmed | Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model |
title_short | Future habitat changes of Bactrocera minax Enderlein along the Yangtze River Basin using the optimal MaxEnt model |
title_sort | future habitat changes of bactrocera minax enderlein along the yangtze river basin using the optimal maxent model |
topic | Agricultural Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10668831/ https://www.ncbi.nlm.nih.gov/pubmed/38025688 http://dx.doi.org/10.7717/peerj.16459 |
work_keys_str_mv | AT fuchun futurehabitatchangesofbactroceraminaxenderleinalongtheyangtzeriverbasinusingtheoptimalmaxentmodel AT wangxian futurehabitatchangesofbactroceraminaxenderleinalongtheyangtzeriverbasinusingtheoptimalmaxentmodel AT huangtingting futurehabitatchangesofbactroceraminaxenderleinalongtheyangtzeriverbasinusingtheoptimalmaxentmodel AT wangrulin futurehabitatchangesofbactroceraminaxenderleinalongtheyangtzeriverbasinusingtheoptimalmaxentmodel |