松材枯萎病新媒介沙鼠在中国的潜在分布预测

IF 2.7 3区 农林科学 Q2 ECOLOGY
Ruihe Gao, Lei Liu, Rongjiao Li, Shiming Fan, Jianghai Dong, Lijuan Zhao
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引用次数: 0

摘要

2018年,东北地区首次发现了一种新的松材枯萎病病原,对其进行监测已成为该地区松材枯萎病防控的重要策略。然而,saltuarius在中国的潜在分布尚不清楚。本研究明确了影响黄颡鱼分布的生物气候环境变量,预测了黄颡鱼在当前和未来气候条件下的地理适宜生境,确定了黄颡鱼适宜分布区在当前和未来气候条件下的空间格局变化。本研究首次利用优化后的最大熵模型和ArcGIS技术,基于不同气候条件对中国黄颡鱼适宜生长的地理区域进行了准确预测。受试者工作特性曲线下的平均面积为0.954±0.0024。在32个生物气候变量中,温度季节性、最湿月降水量、降水季节性、最暖月最高气温和海拔高度对黄颡鱼潜在分布的影响最为显著,贡献率分别为32.1、31.8、11.5、7.5和6.5%。在当前气候情景下,中国黄颡鱼的适宜生长区域主要在33°以北,较大的适宜生长区域主要分布在东北和华北地区,面积分别为87.04 × 104 km2和73.15 × 10.4 km2。在SSP126和SSP585未来气候情景下,沙蚤适宜分布区域在2040年、2070年和2100年的基础上继续扩大,高、中适宜分布区域增长趋势较大,低适宜分布区域则有不同程度的减少。中国西北部、中部和东部可能会有较大的潜在适宜区。本研究为中国北方松材线虫病和松材线虫病的有效防治提供了重要的科学理论知识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicting potential distributions of Monochamus saltuarius, a novel insect vector of pine wilt disease in China
Monochamus saltuarius Gebler was first identified as a new vector of pine wilt disease in Northeast China in 2018, and monitoring of M. saltuarius has become a key strategy to prevent and control the disease in this region. However, the potential distributions of M. saltuarius in China are unclear. In this study, we clarified bioclimatic environmental variables affecting the distribution of M. saltuarius , predicted the geographically suitable habitats of M. saltuarius in current and future climate conditions, and determined changes in the spatial pattern of a suitable distribution area of M. saltuarius under current and future climate conditions. This is the first study to use the optimized maximum entropy model and ArcGIS to accurately predict suitable geographical areas for M. saltuarius based on different climatic conditions in China. and the average area under the receiver operating characteristic curve reached 0.954 ± 0.0024. Of the 32 bioclimatic variables, temperature seasonality, precipitation of wettest month, precipitation seasonality, maximum temperature of the warmest month, and elevation played significant roles in determining the potential distribution of M. saltuarius , with contribution rates to the model of 32.1, 31.8, 11.5, 7.5, and 6.5%, respectively. Under the current climate scenario, the predicted suitable areas for M. saltuarius were mainly at latitudes north of 33° in China, and larger suitable areas were mainly distributed in Northeast China and North China, with areas of 87.04 × 10 4 and 73.15 × 10 4 km 2 , respectively. Using future climatic scenarios SSP126 and SSP585, the predicted suitable areas of M. saltuarius will continue to expand from that of 2040, 2070, and 2100, with highly and moderately suitable areas showing larger increasing trends but low suitable distribution areas will decrease to varying degrees. The potential suitable areas of M. saltuarius may increase greatly in Northwest, Central, and Eastern China. This study provides important scientific theoretical knowledge for effectively controlling and preventing M. saltuarius and pine wilt disease in northern China.
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来源期刊
CiteScore
4.50
自引率
6.20%
发文量
256
审稿时长
12 weeks
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