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基于最大熵模型预测气候变化下中国披碱草的潜在适生区

Prediction of the potentially suitable areas of Elymus dahuricus Turcz in China under climate change based on maxent.

作者信息

Wang Yongji, Peng Jiamin, Mao Yanyue, Liu Zhusong, Zhao Guanghua, Zhang Fenguo

机构信息

School of Life Science, Shanxi Engineering Research Center of Microbial application technologies, Shanxi Normal University, Shanxi Taiyuan, 030000, China.

School of Life Science, South China Normal University, Guangzhou, 510631, China.

出版信息

Sci Rep. 2025 May 23;15(1):17959. doi: 10.1038/s41598-025-01386-4.

Abstract

Elymus dahuricus Turcz (E.dahuricus) is an excellent forage grass with very high economic value and high adaptability.Predicting the potential habitat distribution of E.dahuricus in China can provide solid and scientific theoretical support for the effective utilization of E.dahuricus germplasm resources.In this study, 180 occurrence sites of E.dahuricus and 38 environmental variables were selected, and the optimized Maxent model and ArcGIS V10.8 software were used to simulate and predict the potential distribution areas of E.dahuricus in China for the present (1970-2020),2050s (2041-2060) and 2090s (2081-2100). The results showed that (1) the simulated AUC value of MaxEnt model is 0.850,with high simulation accuracy; (2)Temperature seasonality(bio4),min temperature of coldest month(bio6),precipitation of driest quarter(bio17),precipitation seasonality(bio15),cation exchange capacity of topsoil(t_cec_soil) and altitude(elev) were the main environmental factors affecting the distribution of E.dahuricus; (3)Presently, the suitable habitats were mainly distributed in Xinjiang, Xizang, Gansu, Qinghai, Ningxia, Inner Mongolia, Shanxi, Hebei, Beijing, Liaoning, Chongqing and other provinces.According to our results that the total suitable habitat area will increase under future climate scenarios and the general trend of mass center toward higher latitude.Our results provide wild resource information and theoretical reference for the protection and rational utilization of E.dahuricus.

摘要

披碱草是一种具有很高经济价值和高度适应性的优良饲草。预测披碱草在中国的潜在栖息地分布,可为披碱草种质资源的有效利用提供坚实的科学理论支持。本研究选取了180个披碱草分布位点和38个环境变量,利用优化后的Maxent模型和ArcGIS V10.8软件,对披碱草在当前(1970—2020年)、2050年代(2041—2060年)和2090年代(2081—2100年)在中国的潜在分布区进行了模拟预测。结果表明:(1)MaxEnt模型模拟的AUC值为0.850,模拟精度较高;(2)温度季节性(bio4)、最冷月最低温度(bio6)、最干季度降水量(bio17)、降水季节性(bio15)、表土阳离子交换容量(t_cec_soil)和海拔(elev)是影响披碱草分布的主要环境因子;(3)目前,适宜栖息地主要分布在新疆、西藏、甘肃、青海、宁夏、内蒙古、山西、河北、北京、辽宁、重庆等省份。根据研究结果,在未来气候情景下,适宜栖息地总面积将增加,且质心总体呈向高纬度移动的趋势。研究结果为披碱草的保护和合理利用提供了野生资源信息和理论参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f771/12102146/e15a0abe9b65/41598_2025_1386_Fig1_HTML.jpg

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