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基于面向对象分类的人参种植分布信息提取研究——以吉林省抚松县为例

[Research on extraction of ginseng planting distribution information based on object-oriented classification--by case study of Fusong country in Jilin].

作者信息

Shi Ting-Ting, Zhang Xiao-Bo, Qu Xiao-Bo, Qiu Zhi-Dong, Zhang Qiang, Guo Lan-Ping, Huang Lu-Qi, Fu Qiao-Yan, Lv Zheng, Gong Ya-Li

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.

School of Pharmaceutical Sciences, Changchun University of Chinese Medicine, Changchun 130117, China.

出版信息

Zhongguo Zhong Yao Za Zhi. 2017 Nov;42(22):4353-4357. doi: 10.19540/j.cnki.cjcmm.2017.0183.

DOI:10.19540/j.cnki.cjcmm.2017.0183
PMID:29318834
Abstract

Due to the particularity of ginseng cultivation, the soil fertility of cultivated ginseng is seriously depleted, so that the cultivated ginseng land can not be reused in the short term, and the land area available for cultivating ginseng becomes less and less with the growth of ginseng cultivation time. Therefore, in order to effectively manage ginseng cultivation, and achieve the sustainable use of ginseng land, it is necessary to obtain accurate information on the distribution of ginseng planting space. In this study, the object-oriented classification method based on rule set was used to extract ginseng planting area based on the ZY-3 satellite data in Fusong county, Jilin province. Firstly, multi-scale segmentation of ZY-3 remote sensing image in the study area was made, and the optimal segmentation scale was determined on the basis of multi-scale segmentation results. Secondly, a spectral curve according to the different feature type samples was generated. The similarities and differences between ginseng plot and other types of surface features were analyzed, and a rule set based on the results of spectral analysis was established to achieve the final extraction. The results show that the object-oriented classification method based on rule set can effectively extract the ginseng planting plots in the study area, and solve the problem that the extraction result is broken compared with the traditional pixel-based classification method.

摘要

由于人参种植的特殊性,种植人参的土壤肥力严重耗尽,导致种植人参的土地短期内无法再利用,且随着人参种植时间的增长,可用于种植人参的土地面积越来越少。因此,为了有效管理人参种植,实现人参土地的可持续利用,有必要获取准确的人参种植空间分布信息。本研究基于吉林省抚松县的ZY-3卫星数据,采用基于规则集的面向对象分类方法提取人参种植面积。首先,对研究区的ZY-3遥感影像进行多尺度分割,并根据多尺度分割结果确定最优分割尺度。其次,根据不同特征类型样本生成光谱曲线。分析人参地块与其他类型地表特征之间的异同,建立基于光谱分析结果的规则集以实现最终提取。结果表明,基于规则集的面向对象分类方法能够有效提取研究区的人参种植地块,解决了与传统基于像元的分类方法相比提取结果破碎的问题。

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[Research on extraction of ginseng planting distribution information based on object-oriented classification--by case study of Fusong country in Jilin].基于面向对象分类的人参种植分布信息提取研究——以吉林省抚松县为例
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