An intelligent coastline interpretation of several types of seacoasts from TM/ETM plus images based on rules

doi:10.1007/s13131-014-0482-x

	An intelligent coastline interpretation of several types of seacoasts from TM/ETM plus images based on rules
	Wang Changying 1; Zhang Jie 2; Song Pingjian 2
刊名	ACTA OCEANOLOGICA SINICA
	2014-07
卷号	33 期号:7 页码:89-96
关键词	coastline interpretation TM/ETM data mining rule
ISSN号	0253-505X
DOI	10.1007/s13131-014-0482-x
英文摘要	A coastline is defined as the average spring tide line. Different types of seacoast, such as sandy, silty, and biological coast, have different indicators of interpretation. It is very difficult to develop a universal method for interpreting all shorelines. Therefore, the sandy, the silty, and the biological coast are regarded as research objects, and with data mining technology, found the rules of interpretation of those three types of coastlines. Then, an intelligent coastline interpretation method based on rules was proposed. Firstly, the rules for extracting the waterline in Landsat TM/ETM+ (Thematic Mapper/Enhanced Thematic Mapper Plus) imagery were discovered. Then, through analyzing the features of sandy, silty and biological coast, the indicators of interpreting different types of shoreline were determined. According to the indicators, the waterline could be corrected to the real coastline. In order to verify the validity of the proposed algorithms, three Landsat TM/ETM+ imageries were selected for case studies. The experimental results showed that the proposed methods could interpret the coastlines of sandy, silty, and biological coasts with high precision and without human intervention, which exceeded three pixels.
资助项目	National Natural Science Foundation of China[91130035] ; National Natural Science Foundation of China[40906094]
WOS关键词	SAR IMAGES ; SHORELINE ; EXTRACTION
WOS研究方向	Oceanography
语种	英语
出版者	SPRINGER
WOS记录号	WOS:000338098400011
内容类型	期刊论文
源URL	[http://ir.fio.com.cn:8080/handle/2SI8HI0U/26222]
专题	自然资源部第一海洋研究所
通讯作者	Wang Changying
作者单位	1.Qingdao Univ, Coll Informat Engn, Qingdao 266071, Peoples R China 2.State Ocean Adm, Inst Oceanog 1, Key Lab Marine Sci & Numer Modeling, Qingdao 266061, Peoples R China
推荐引用方式 GB/T 7714	Wang Changying,Zhang Jie,Song Pingjian. An intelligent coastline interpretation of several types of seacoasts from TM/ETM plus images based on rules[J]. ACTA OCEANOLOGICA SINICA,2014,33(7):89-96.
APA	Wang Changying,Zhang Jie,&Song Pingjian.(2014).An intelligent coastline interpretation of several types of seacoasts from TM/ETM plus images based on rules.ACTA OCEANOLOGICA SINICA,33(7),89-96.
MLA	Wang Changying,et al."An intelligent coastline interpretation of several types of seacoasts from TM/ETM plus images based on rules".ACTA OCEANOLOGICA SINICA 33.7(2014):89-96.