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基于ASTER数据的近海水产养殖区提取方法
引用本文:马艳娟,赵冬玲,王瑞梅,苏 伟.基于ASTER数据的近海水产养殖区提取方法[J].农业工程学报,2010,26(14):120-124.
作者姓名:马艳娟  赵冬玲  王瑞梅  苏 伟
作者单位:1. 中国农业大学信息与电气工程学院,北京 100083;1. 中国农业大学信息与电气工程学院,北京 100083;2. 中国农业大学经济管理学院,北京 100083;1. 中国农业大学信息与电气工程学院,北京 100083
基金项目:国家自然科学基金项目(40801227)
摘    要:随着海洋遥感技术的迅速发展,利用各种遥感数据获取近海养殖信息,并研究近海养殖对海洋环境和渔业的影响,对合理开发海洋资源和保护海洋生态环境具有十分重要的意义。该文以山东省烟台市的邻近海域作为研究区,根据研究区ASTER遥感影像的光谱特征,首先构建一个水体指数,用于提取近海水产养殖区域;再构建一个波段运算函数,从整个海域中分离出与水产养殖区光谱接近的深海水域;将两次运算的结果相结合,得到消除了深海水域影响的近海水产养殖区域。精度评价结果表明:利用该研究提出的信息提取方法得到的水产养殖区域与实地调查结果基本一致

关 键 词:水产养殖,遥感,提取,ASTER,波段运算,水体指数
收稿时间:2010/9/27 0:00:00
修稿时间:2010/12/21 0:00:00

Offshore aquatic farming areas extraction method based on ASTER data
Ma Yanjuan,Zhao Dongling,Wang Ruimei and Su Wei.Offshore aquatic farming areas extraction method based on ASTER data[J].Transactions of the Chinese Society of Agricultural Engineering,2010,26(14):120-124.
Authors:Ma Yanjuan  Zhao Dongling  Wang Ruimei and Su Wei
Abstract:With the development of RS technology, there is an important significance for exploiting the marine resources reasonably and protecting the marine ecological environment by using remote sensing data to obtain the information of offshore aquaculture, and studying the effects of offshore aquaculture. Taking the adjacent waters of Yantai City, Shandong Province as the study area, according to the spectrum characteristics of the image, a water index was constructed to extract offshore aquaculture area firstly. Then, the deep water was extracted which had similar spectrum with aquaculture area. Finally, combining the results of the two operations, the aquaculture area was isolated from the deep water. Accuracy evaluation results show that the extracted aquaculture area by using this method and on-the-spot investigation results are basically the same. The overall accuracy reached 86.14%. Thus, this method can effectively provide information basis for the farming decision.
Keywords:aquaculture  remote sensing  extraction  ASTER  band operation  water index
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