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基于决策树模型的云南文山三七种植区提取方法研究

[Study on extraction method of Panax notoginseng plots in Wenshan of Yunnan province based on decision tree model].

作者信息

Shi Ting-Ting, Zhang Xiao-Bo, Guo Lan-Ping, Huang Lu-Qi

机构信息

State Key Laboratory Breeding Base of Dao-di Herbs, National Resource Center for Chinese Materia Medical, China Academy of Chinese Medical Sciences, Beijing 100700, China.

出版信息

Zhongguo Zhong Yao Za Zhi. 2017 Nov;42(22):4358-4361. doi: 10.19540/j.cnki.cjcmm.2017.0184.

Abstract

The herbs used as the material for traditional Chinese medicine are always planted in the mountainous area where the natural environment is suitable. As the mountain terrain is complex and the distribution of planting plots is scattered, the traditional survey method is difficult to obtain accurate planting area. It is of great significance to provide decision support for the conservation and utilization of traditional Chinese medicine resources by studying the method of extraction of Chinese herbal medicine planting area based on remote sensing and realizing the dynamic monitoring and reserve estimation of Chinese herbal medicines. In this paper, taking the Panax notoginseng plots in Wenshan prefecture of Yunnan province as an example, the China-made GF-1multispectral remote sensing images with a 16 m×16 m resolution were obtained. Then, the time series that can reflect the difference of spectrum of P. notoginseng shed and the background objects were selected to the maximum extent, and the decision tree model of extraction the of P. notoginseng plots was constructed according to the spectral characteristics of the surface features. The results showed that the remote sensing classification method based on the decision tree model could extract P. notoginseng plots in the study area effectively. The method can provide technical support for extraction of P. notoginseng plots at county level.

摘要

作为中药材原料的草药总是种植在自然环境适宜的山区。由于山地地形复杂,种植地块分布分散,传统的调查方法难以获取准确的种植面积。通过研究基于遥感的中药材种植面积提取方法,实现中药材的动态监测和储量估计,为中药材资源的保护和利用提供决策支持具有重要意义。本文以云南省文山州三七种植地块为例,获取了国产分辨率为16 m×16 m的GF-1多光谱遥感影像。然后,最大限度地选取能反映三七棚与背景地物光谱差异的时间序列,根据地物光谱特征构建三七种植地块提取的决策树模型。结果表明,基于决策树模型的遥感分类方法能够有效提取研究区的三七种植地块。该方法可为县级三七种植地块的提取提供技术支持。

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