潜在渔区消退对坎亚库马里渔民捕捞模式和生活方式变化的影响

N. Ravindran, S. Samraj, C. Kavitha
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引用次数: 2

摘要

全球气温的上升和不可预测的风暴,包括海啸,最终可能影响海洋生态系统,渔业社区,并导致海平面上升。这些影响反过来又对改变潜在捕鱼区产生影响,这直接影响到渔民社区,迫使他们在常规捕捞期间面临一些挑战。根据海底分类,kanyakumari渔民主要依靠生活在一定深度的中上层鱼类。对2003年11月至2011年2月印度海得拉巴国家海洋信息服务中心(INCOIS)提供的Kanyakumari海岸PFZ数据进行了时间上的聚类分析,发现连续变化的渔点。采用时空局部性数据挖掘技术,将数据按季节分为两类,按深度和距离分类。该技术的结果为预测坎亚库马里海岸洋流和近期鱼类运动的变化提供了信息。研究表明,由于气候条件和过度捕捞,PFZ的深度和距离逐渐增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact on fishing patterns and life style changes of kanyakumari fishermen due to fading potential fishing zones
The rise in global temperature and unpredictable storms including tsunamis which could eventually affects the ocean ecosystems, fishing community, and consequently the raising ocean levels rising. These effects in turn has the impact on changing the Potential fishing zones which directly affects the fishermen communities by forcing them to face several challenges during their regular catch. The kanyakumari fishermen mostly depend on the pelagic fishes that live at the certain depth according to the ocean floor classification. The PFZ data received from Indian National Center for Ocean Information Services (INCOIS), Hyderabad for the period from November 2003 to February 2011 of Kanyakumari coast is analyzed temporally for the continuous varying fishing spots by clustering them. The data had split into two clusters based on seasons and sub clustered according to depth and distance on which the data mining techniques of temporal and spatial locality are applied. The outcome of this technique results the information to predict the change in fish movement of kanyakumari coast current and the near future. This study exhibits the moving PFZ which comprises the gradual increase in depth and distance due to the climatic conditions and overfishing.
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