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基于MaxEnt模型预测气候变化下枣疯病植原体在中国的潜在适生区OACHSSCD

Prediction of the potential geographical distribution of Jujube witches'broom in China under climate change based on MaxEnt model

中文摘要英文摘要

本研究利用MaxEnt模型和ArcGIS软件预测枣疯病植原体在历史和未来气候情景下的潜在地理分布范围,同时运用ROC曲线评价MaxEnt模型的准确性以及利用刀切法对19个环境变量进行重要性分析,研究影响枣疯病植原体分布的关键环境变量及其适生区范围.结果表明,最冷月最低气温bio6、降水的季节变化bio15、最热季节平均气温bio10、等温性bio3、最湿季节降水量bio16以及最干月降水量bio14是影响枣疯病植原体分布的关键环境变量.其中,最冷月最低气温对枣疯病植原体的潜在适生区分布影响最大.建立的MaxEnt模型的AUC平均值为0.941,表明预测结果可靠性高.历史气候条件下,枣疯病植原体的总适生区面积为2.208×106 km2,占我国陆地总面积的23%,高适生区主要分布于我国北京市中部、天津市全境、山东省中部、河南省北部、河北省东部和南部、山西省西南部、陕西省东部等省市.在SSP126和SSP585两种未来气候情景下,枣疯病植原体在我国的总适生区面积分别为2.210×106km2和2.386×106km2;SSP126未来气候情景下与历史气候条件下相差不大,SSP585未来气候情景下与历史气候条件下相比有所增加.

In this study,the MaxEnt model and ArcGIS software were used to predict the potential geographic distribution of jujube wit-ches'broom phytoplasma under historical and future climate scenarios,and the ROC curve was used to evaluate the accuracy of the MaxEnt model and to analyze the importance of 19 environmental variables using the knife-cut method to study the key environmental variables affecting the distribution of jujube witches'broom phytoplasma and the extent of their fitness zones.The results showed that the coldest monthly minimum temperature bio6,the seasonal variation of precipitation bio 15,the hottest season average temperature bio10,the isothermality bio3,the wettest season precipitation bio16,and the driest monthly precipitation bio14 were the key environmen-tal variables affecting the distribution of date madness phytoplasma,of which the coldest monthly minimum temperature had the greatest influence on the distribution of the potential fitness zone of jujube witches'broom phytoplasma.The mean AUC of the established Max-Ent model was 0.941,indicating that the prediction results were highly reliable.Under historical climate conditions,the total suitable ar-ea of jujube witches'broom phytoplasma was 2.208×106 km2,accounting for 23%of the total land area in China.The high suitable ar-eas were mainly distributed in central Beijing,all of Tianjin,central Shandong Province,northern Henan Province,eastern and southern Hebei Province,southwestern Shanxi Province,and eastern Shaanxi Province in China.Under two future climate scenarios,SSP126 and SSP585,the total suitable area of jujube witches'broom phytoplasma in China was 2.210×106 km2 and 2.386×106 km2,respectively;the difference between SSP 126 future climate scenario and historical climate conditions was not significant,and the increase between SSP585 future climate scenario and historical climate conditions.

张学祥;李静霞;马思洁;张萍;朱天生

塔里木大学农学院,新疆阿拉尔 843300||南疆农业有害生物综合治理兵团重点实验室,新疆阿拉尔 843300塔里木大学农学院,新疆阿拉尔 843300

植物保护学

枣疯病植原体;MaxEnt模型;潜在适生区;气候变化

jujube witches'broom phytoplasma;MaxEnt model;potential geographical distribution;climate change

《塔里木大学学报》 2024 (001)

59-66 / 8

国家自然科学基金项目(31060238)

10.3969/j.issn.1009-0568.2024.01.007

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