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Identification of pests and diseases of Dalbergia hainanensis based on EVI time series and classification of decision tree

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成果类型:
期刊论文、会议论文
作者:
Luo, Qiu*;Xing, Wu;XiongQiming
通讯作者:
Luo, Qiu
作者机构:
[Luo, Qiu] Cent South Univ, Sch Geosci & Infophys, Changsha, Hunan, Peoples R China.
[Xing, Wu; XiongQiming] Cent South Univ Forestry & Technol, Changsha, Hunan, Peoples R China.
通讯机构:
[Luo, Qiu] C
Cent South Univ, Sch Geosci & Infophys, Changsha, Hunan, Peoples R China.
语种:
英文
期刊:
IOP Conference Series: Earth and Environmental Science
ISSN:
1755-1307
年:
2017
卷:
69
期:
1
会议名称:
3rd International Conference on Advances in Energy, Environment and Chemical Engineering (AEECE)
会议论文集名称:
IOP Conference Series-Earth and Environmental Science
会议时间:
MAY 26-28, 2017
会议地点:
Chengdu, PEOPLES R CHINA
会议主办单位:
[Luo, Qiu] Cent South Univ, Sch Geosci & Infophys, Changsha, Hunan, Peoples R China.^[Xing, Wu;XiongQiming] Cent South Univ Forestry & Technol, Changsha, Hunan, Peoples R China.
出版地:
DIRAC HOUSE, TEMPLE BACK, BRISTOL BS1 6BE, ENGLAND
出版者:
IOP PUBLISHING LTD
机构署名:
本校为其他机构
摘要:
In the process of vegetation remote sensing information extraction, the problem of phenological features and low performance of remote sensing analysis algorithm is not considered. To solve this problem, the method of remote sensing vegetation information based on EVI time-series and the classification of decision-tree of multi-source branch similarity is promoted. Firstly, to improve the time-series stability of recognition accuracy, the seasonal feature of vegetation is extracted based on the fitting span range of time-series. Secondly, the decision-tree similarity is distinguished by adapti...

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