Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model

M. alternatus is considered to be an important and effective insect vector for the spread of the important international forest quarantine pest, Bursaphelenchus xylophilus. The precise determination of potential suitable areas of M. alternatus is essential to monitor, prevent, and control M. alterna...

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Published in:Insects
Main Authors: Ruihe Gao, Lei Liu, Lijuan Zhao, Shaopeng Cui
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2023
Subjects:
Online Access:https://doi.org/10.3390/insects14020182
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spelling ftmdpi:oai:mdpi.com:/2075-4450/14/2/182/ 2023-08-20T04:02:28+02:00 Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model Ruihe Gao Lei Liu Lijuan Zhao Shaopeng Cui agris 2023-02-13 application/pdf https://doi.org/10.3390/insects14020182 EN eng Multidisciplinary Digital Publishing Institute Insect Pest and Vector Management https://dx.doi.org/10.3390/insects14020182 https://creativecommons.org/licenses/by/4.0/ Insects; Volume 14; Issue 2; Pages: 182 Monochamus alternatus Bursaphelenchus xylophilus MaxEnt climate change Text 2023 ftmdpi https://doi.org/10.3390/insects14020182 2023-08-01T08:46:54Z M. alternatus is considered to be an important and effective insect vector for the spread of the important international forest quarantine pest, Bursaphelenchus xylophilus. The precise determination of potential suitable areas of M. alternatus is essential to monitor, prevent, and control M. alternatus worldwide. According to the distribution points and climatic variables, the optimized MaxEnt model and ArcGIS were used to predict the current and future potentially suitable areas of M. alternatus worldwide. The optimized MaxEnt model parameters were set as feature combination (FC) = LQHP and β = 1.5, which were determined by the values of AUCdiff, OR10, and ΔAICc. Bio2, Bio6, Bio10, Bio12, and Bio14 were the dominant bioclimatic variables affecting the distribution of M. alternatus. Under the current climate conditions, the potentially suitable habitats of M. alternatus were distributed across all continents except Antarctica, accounting for 4.17% of the Earth’s total land area. Under future climate scenarios, the potentially suitable habitats of M. alternatus increased significantly, spreading to a global scale. The results of this study could provide a theoretical basis for the risk analysis of the global distribution and dispersal of M. alternatus as well as the precise monitoring and prevention of this beetle. Text Antarc* Antarctica MDPI Open Access Publishing Insects 14 2 182
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic Monochamus alternatus
Bursaphelenchus xylophilus
MaxEnt
climate change
spellingShingle Monochamus alternatus
Bursaphelenchus xylophilus
MaxEnt
climate change
Ruihe Gao
Lei Liu
Lijuan Zhao
Shaopeng Cui
Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model
topic_facet Monochamus alternatus
Bursaphelenchus xylophilus
MaxEnt
climate change
description M. alternatus is considered to be an important and effective insect vector for the spread of the important international forest quarantine pest, Bursaphelenchus xylophilus. The precise determination of potential suitable areas of M. alternatus is essential to monitor, prevent, and control M. alternatus worldwide. According to the distribution points and climatic variables, the optimized MaxEnt model and ArcGIS were used to predict the current and future potentially suitable areas of M. alternatus worldwide. The optimized MaxEnt model parameters were set as feature combination (FC) = LQHP and β = 1.5, which were determined by the values of AUCdiff, OR10, and ΔAICc. Bio2, Bio6, Bio10, Bio12, and Bio14 were the dominant bioclimatic variables affecting the distribution of M. alternatus. Under the current climate conditions, the potentially suitable habitats of M. alternatus were distributed across all continents except Antarctica, accounting for 4.17% of the Earth’s total land area. Under future climate scenarios, the potentially suitable habitats of M. alternatus increased significantly, spreading to a global scale. The results of this study could provide a theoretical basis for the risk analysis of the global distribution and dispersal of M. alternatus as well as the precise monitoring and prevention of this beetle.
format Text
author Ruihe Gao
Lei Liu
Lijuan Zhao
Shaopeng Cui
author_facet Ruihe Gao
Lei Liu
Lijuan Zhao
Shaopeng Cui
author_sort Ruihe Gao
title Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model
title_short Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model
title_full Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model
title_fullStr Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model
title_full_unstemmed Potentially Suitable Geographical Area for Monochamus alternatus under Current and Future Climatic Scenarios Based on Optimized MaxEnt Model
title_sort potentially suitable geographical area for monochamus alternatus under current and future climatic scenarios based on optimized maxent model
publisher Multidisciplinary Digital Publishing Institute
publishDate 2023
url https://doi.org/10.3390/insects14020182
op_coverage agris
genre Antarc*
Antarctica
genre_facet Antarc*
Antarctica
op_source Insects; Volume 14; Issue 2; Pages: 182
op_relation Insect Pest and Vector Management
https://dx.doi.org/10.3390/insects14020182
op_rights https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.3390/insects14020182
container_title Insects
container_volume 14
container_issue 2
container_start_page 182
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