Study on Remote Sensing Monitoring Method of Aquatic Medicine Materials Euryale ferox Salisb Based on Multi-source Satellite Remote Sensing Image
10.11842/wst.2017.11.005
- VernacularTitle:基于多源卫星遥感影像的水生药材芡实遥感监测方法研究
- Author:
Qinan WU
1
;
Zhenguo HAO
;
Jin'ao DUAN
;
Chengzhong SUN
;
Hui YAN
;
Zedong YANG
;
Shilin DAI
Author Information
1. 南京中医药大学药学院 南京 210046
- Keywords:
Aquatic medicine materials;
Euryale ferox Salisb;
satellite remote sensing;
decision tree algorithm;
NDVI;
spectral feature analysis
- From:
World Science and Technology-Modernization of Traditional Chinese Medicine
2017;19(11):1787-1793
- CountryChina
- Language:Chinese
-
Abstract:
Multi-source satellite remote sensing technology can be used to monitor the distribution and growth status of aquatic plant species on a large scale.In this paper,C,aoyou Lake was selected as the research area.Aquatic medicine material Euryaleferox Salisb was used as the research object.The spectral characteristics of plants in Euryaleferox Salisb growing area were analyzed by ASD portable spectrometer and the remote sensing image of Pléiades and GF-1.The spectral range of species was obtained.And the decision tree algorithm model was constructed,which were used to extract the information of Euryale ferox Salisb from remote sensing images.Through verification,the results showed that the accuracy of comprehensive classification was 83%.It was concluded that multi-source satellite remote sensing image and GIS spatial analysis technology can accurately reflect the area and distribution of aquatic medicine material Euryale ferox Salisb.