Automatic mapping aquaculture in coastal zone from TM imagery with OBIA approach
文献类型：会议论文
| 作者 | Zhang, Tao(张涛) ; Li, Qin ; Yang, Xiaomei ; Zhou, Chenghu ; Su, Fenzhen |
| 出版日期 | 2010 |
| 会议名称 | 2010 18th International Conference on Geoinformatics, Geoinformatics 2010 |
| 会议日期 | June 18, 2010 - June 20, 2010 |
| 会议地点 | Beijing, China |
| 关键词 | Coastal zones Feature extraction Fish ponds Image analysis Lakes Mapping Maximum likelihood estimation Planning |
| 通讯作者 | Zhang, Tao(张涛) |
| 英文摘要 | Aquaculture area monitoring is of great importance for coastal zone sustainable management and planning. This paper focuses on the development and assessment of an automatic approach for aquaculture mapping in coastal zone from TM imagery. The contribution mainly consists of three aspects: first, utilizes the Multi-scale segmentation/object relationship modeling (MSS/ORM) strategy on the object based image analysis (OBIA) of TM imagery; second, evaluates the effectiveness GLCM homogeneity texture feature on pond aquaculture area information extraction; third, compares the analysis results from three different approaches, namely pixelbased maximum likelihood classifier (MLC), One-step supervised OBIA with stand nearest neighbor (SNN) and MSS/ORM OBIA strategy. The final result shows that the MSS/ORM OBIA approach greatly improves the classification accuracy and has good potential for automatic pond aquaculture land mapping in coastal zone from TM imagery. |
| 收录类别 | EI |
| 会议主办者 | IEEE GRSS; The Geographical Society of China |
| 会议录 | 2010 18th International Conference on Geoinformatics, Geoinformatics 2010
 |
| 会议录出版者 | IEEE Computer Society |
| 会议录出版地 | 445 Hoes Lane - P.O.Box 1331, Piscataway, NJ 08855-1331, United States |
| 语种 | 英语 |
| ISBN号 | 9781424473021 |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/21934]  |
| 专题 | 地理科学与资源研究所_研究生部 |
| 推荐引用方式 GB/T 7714 | Zhang, Tao,Li, Qin,Yang, Xiaomei,et al. Automatic mapping aquaculture in coastal zone from TM imagery with OBIA approach[C]. 见:2010 18th International Conference on Geoinformatics, Geoinformatics 2010. Beijing, China. June 18, 2010 - June 20, 2010. |
入库方式： OAI收割
来源：地理科学与资源研究所
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