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基于Maxent和ArcGIS的昭通天麻生态适宜性区划

[Ecological suitability regionalization for Gastrodia elata in Zhaotong based on Maxent and ArcGIS].

作者信息

Shi Zi-Wei, Ma Cong-Ji, Kang Chuan-Zhi, Wang Li, Zhang Zhi-Hui, Chen Jun-Fei, Zhang Xiao-Bo, Liu Da-Hui

机构信息

College of Resources and Environment, Yunnan Agricultural University, Kunming 650201, China.

Institute of Medicinal Plants, Yunnan Academy of Agricultural Sciences, Kunming 650205, China.

出版信息

Zhongguo Zhong Yao Za Zhi. 2016 Sep;41(17):3155-3163. doi: 10.4268/cjcmm20161707.

Abstract

In this paper, the potential distribution information and ecological suitability regionalization for Gastrodia elata in Zhaotong were studied based on the climate, terrain, soil and vegetation factors analysis by Maxent and ArcGIS. The results showed that the highly potential distribution (suitability index>0.6) mainly located in Zhaotong, Yunnan province(Zhenxiong,Yiliang and Daguan county, with an area of 2 872 km²), and Bijie, Guizhou province (Hezhang,Bijie,Weining county, 1 251 km²). The AUC of ROC curve was above 0.99, indicating that the predictive results with the Maxent model were highly precise. The main ecological factors determining the potential distribution were the altitude, average rainfall in November, average rainfall in October, vegetation types, average rainfall in March, average rainfall in April,soil types,isothermal characteristic and average rainfall in June. The environmental variables in the highly potential areas were determined as altitude around 1 450-2 200 m,annual average temperature around 18.0-20.4 ℃,annual average precipitation around 900 mm,yellow soil or yellow brown soil,and acid sandy loam or slightly acidic sandy loam.The results will provide valuable references for plantation regionalization and the siting for imitation wild planting of G. elata in Zhaotong.

摘要

本文基于气候、地形、土壤和植被因素,运用Maxent模型和ArcGIS对昭通天麻的潜在分布信息及生态适宜性分区进行了研究。结果表明,高适生区(适宜性指数>0.6)主要位于云南省昭通市(镇雄、彝良和大关县,面积2872平方公里)以及贵州省毕节市(赫章、毕节、威宁县,面积1251平方公里)。ROC曲线的AUC值大于0.99,表明Maxent模型的预测结果具有较高精度。决定潜在分布的主要生态因子为海拔、11月平均降雨量、10月平均降雨量、植被类型、3月平均降雨量、4月平均降雨量、土壤类型、6月平均降雨量。高适生区的环境变量确定为海拔1450 - 2200米左右、年平均温度18.0 - 20.4℃左右、年平均降水量900毫米左右、黄壤或黄棕壤以及酸性砂壤土或微酸性砂壤土。研究结果将为昭通天麻种植区划及仿野生种植选址提供有价值的参考。

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