一种加入空间关系的海岸带遥感图像分类方法
吴均平, 毛志华, 陈建裕, 白 雁, 陈晓东, 潘德炉
国家海洋局第二海洋研究所,国家海洋局海洋动力过程与卫星海洋学重点实验室,杭州310012
A METHOD FOR CLASSIFICATION OF COASTAL ZONE REMOTELY
SENSED IMAGES BY ADDING SPACE INFORMATION
WU Jun-ping, MAO Zhi-hua, CHEN Jian-yu, BAI Yan, CHEN Xiao-dong, PAN De-lu
Key Lab of Ocean Dynamic Processes and Satellite Oceanography, State Oceanic Administration, Hangzhou 310012, China
摘要 海岸带作为海洋、陆地和大气共同作用的地带,其地物混杂度大,变化频繁,单纯利用光谱特征分类难以取得理想的精度。
但海岸带地物滨临水体,而水体与地物存在巨大光谱差异,易于识别。据此,本文尝试提出一种简单的加入空间关系的遥感图像分类
方法,即,先准确识别出海水类,然后统计非海水类的每一个像元到最近海水的空间距离。由于不同的海岸带地类距离海水的空间距
离有其自身的特点,因此,利用这一距离信息辅助分类能提高分类精度,尤其是针对那些光谱特征相近而距离相差较大的地类。
关键词 :
土地持续利用 ,
自然环境 ,
遥感分析
Abstract : Influenced jointly by such factors as ocean, land and atmosphere, the coastal zone is characterized by
the mixing of various land types with high extent of variation. Therefore, traditional spectrum-based classification
cannot meet the demand of precision. The coastal zone is close to ocean water which can be recognized easily by its
significant spectral difference from land objects in the remotely sensed images. Taking advantage of this feature,
this paper proposes a new classification method for coastal zone remotely sensed images by adding space information.
Ocean water is recognized first, and then the distance from every non-ocean-water pixel to its nearest sea water is
calculated. Different objects on the coastal zone have their respective characteristic distances to ocean water. So
helped with the space information, we can improve the precision of classification, especially for the objects with
similar spectral features but different distances to sea water. Using this method, the authors studied the multi-
band QuickBird image of Huangdao island in Qingdao, and the result proves the validity of this method in coastal
areas relative to the pure spectrum method.
Key words :
Land use
Physical environment
Remote sensing analysis
收稿日期: 2005-10-19
出版日期: 2009-07-23
基金资助: 国家专项(908-01-WY03)和国家863计划项目(2002AA639220)。
通讯作者:
吴均平(1980-),男,2003年于中国地质大学(武汉)获得石油工程专业学士学位,现为国家海洋局第二海洋研究所海洋遥感专业在读硕士研究生。研究方向为遥感图像处理。
引用本文:
吴均平, 毛志华, 陈建裕, 白雁, 陈晓东, 潘德炉. 一种加入空间关系的海岸带遥感图像分类方法[J]. 国土资源遥感, 2006, 18(3): 10-14.
WU Jun-Ping, MAO Zhi-Hua, CHEN Jian-Yu, BAI Yan, CHEN Xiao-Dong, PAN De-Lu. A METHOD FOR CLASSIFICATION OF COASTAL ZONE REMOTELY
SENSED IMAGES BY ADDING SPACE INFORMATION. REMOTE SENSING FOR LAND & RESOURCES, 2006, 18(3): 10-14.
链接本文:
https://www.gtzyyg.com/CN/10.6046/gtzyyg.2006.03.03
或
https://www.gtzyyg.com/CN/Y2006/V18/I3/10
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