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Land Cover Change Detection in Urban Lake Areas Using Multi-Temporary Very High Spatial Resolution Aerial Images

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成果类型:
期刊论文
作者:
Zhang, Wenyuan*;Tan, Guoxin*谈国新);Zheng, Songyin;Sun, Chuanming;Kong, Xiaohan;...
通讯作者:
Zhang, Wenyuan;Tan, Guoxin(谈国新
作者机构:
[Tan, Guoxin; Zhang, Wenyuan; Zheng, Songyin; Zhang, WY; Liu, Zhaobin; Kong, Xiaohan; Sun, Chuanming] Cent China Normal Univ, Natl Res Ctr Cultural Ind, Luoyu Rd, Wuhan 430079, Hubei, Peoples R China.
通讯机构:
[Zhang, WY; Tan, GX] C
Cent China Normal Univ, Natl Res Ctr Cultural Ind, Luoyu Rd, Wuhan 430079, Hubei, Peoples R China.
语种:
英文
关键词:
CART;Change detection;Land cover;Multi-temporal image;Shahu lake
期刊:
Water
ISSN:
2073-4441
年:
2018
卷:
10
期:
2
页码:
1-1
机构署名:
本校为第一且通讯机构
院系归属:
国家文化产业研究中心
摘要:
The availability of very high spatial resolution (VHR) remote sensing imagery provides unique opportunities to exploit meaningful change information in detail with object-oriented image analysis. This study investigated land cover (LC) changes in Shahu Lake of Wuhan using multi-temporal VHR aerial images in the years 1978, 1981, 1989, 1995, 2003, and 2011. A multi-resolution segmentation algorithm and CART (classification and regression trees) classifier were employed to perform highly accurate LC classification of the individual images, while a post-classification comparison method was used t...

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