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Study on extraction of foreign invasive species Mikania micrantha based on unmanned aerial vehicle (UAV) hyperspectral remote sensing

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成果类型:
期刊论文、会议论文
作者:
Li Jianhui;Li Dingquan;Zhang Gui;Xu Haizhou*;Zeng Rongliang;...
通讯作者:
Xu Haizhou
作者机构:
[Xu Haizhou; Li Jianhui; Yu Youliang; Zeng Rongliang; Luo Wangjun] Spatio Map Informat Technol Co Ltd, Changsha 410082, Hunan, Peoples R China.
[Li Dingquan] Guangzhou Forestry & Garden Pest Control & Quaran, Guangzhou 510060, Guangdong, Peoples R China.
[Zhang Gui] Cent South Univ Forestry & Technol, Changsha 410004, Hunan, Peoples R China.
通讯机构:
[Xu Haizhou] S
Spatio Map Informat Technol Co Ltd, Changsha 410082, Hunan, Peoples R China.
语种:
英文
关键词:
Hyperspectral;unmanned aerial vehicle (UAV);Mikania micrantha;foreign invasive species
期刊:
Proceedings of SPIE - The International Society for Optical Engineering
ISSN:
0277-786X
年:
2019
卷:
11023
会议名称:
5th Symposium on Novel Optoelectronic Detection Technology and Application
会议论文集名称:
Proceedings of SPIE
会议时间:
OCT 24-26, 2018
会议地点:
Xian, PEOPLES R CHINA
会议主办单位:
[Li Jianhui;Xu Haizhou;Zeng Rongliang;Luo Wangjun;Yu Youliang] Spatio Map Informat Technol Co Ltd, Changsha 410082, Hunan, Peoples R China.^[Li Dingquan] Guangzhou Forestry & Garden Pest Control & Quaran, Guangzhou 510060, Guangdong, Peoples R China.^[Zhang Gui] Cent South Univ Forestry & Technol, Changsha 410004, Hunan, Peoples R China.
会议赞助商:
Chinese Acad Engn, Div Informat & Elect Engn, Chinese Soc Opt Engn, Chinese Soc Astronaut, Photoelectron Technol Comm, Xian Technol Univ, Sci & Technol Low Light Level Night Vis Lab
主编:
Yu, Q Huang, W He, Y
出版地:
1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA
出版者:
SPIE-INT SOC OPTICAL ENGINEERING
ISBN:
978-1-5106-2713-0
基金类别:
High-Resolution Special Project Province (autonomous region, municipality city) Domain Industrialization Application Project (second batch) [82-Y40G23-9001-18/20]; Hunan Key Research and Development Plan Project [2017SK2222]; Hunan Science and Technology Innovation Platform and Talent Plan [2017TP1022]
机构署名:
本校为其他机构
摘要:
Mikania micrantha is a harmful foreign invasive species, which poses a great threat to the ecological balance and forestry production in southern China. In the study, typical Mikania micrantha multi-incidence area was used as the research area. After data pre-processing, 250 bands were obtained and subjected to a single factor ANOVA analysis. Anterior 10 bands with F values from the largest to the smallest were selected as the spectral characteristic bands. Spectral characteristics were extracted, together with texture characteristics. Texture ...

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