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Coralline reefs classification in Banco Chinchorro, Mexico

机译:墨西哥钦科罗银行的珊瑚礁分类

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The coralline reefs in Banco Chinchorro, Mexico, are part of the great reef belt of the western Atlantic. This reef complex is formed by an extensive coralline structure with great biological richness and diversity of species. These colonies are considered highly valuable ecologically, economically, socially and culturally, and they also inherently provide biological services. Fishing and scuba diving have been the main economic activities in this area for decades. However, in recent years, there has been a bleaching process and a decrease of the coral colonies in Quintana Roo, Mexico. This drop is caused mainly by the production activities performed in the oil platforms and the presence of hurricanes among other climatic events. The deterioration of the reef system can be analyzed synoptically using remote sensing. Thanks to this type of analysis, it is possible to have updated information of the reef conditions.rnIn this paper, satellite imagery in Landsat TM and SPOT 5 is applied in the coralline reefs classification in the 1980-2006 time period. Thus, an integral analysis of the optical components of the water surrounding the coralline reefs, such as on phytoplankton, sediments, yellow substance and even on the same water adjacent to the coral colonies, is performed. The use of a texture algorithm (Markov Random Field) was a key tool for their identification. This algorithm, does not limit itself to image segmentation, but also works on edge detection. In future work the multitemporal analysis of the results will determine the deterioration degree of these habitats and the conservation status of the coralline areas.
机译:墨西哥Banco Chinchorro的珊瑚礁是西大西洋大礁带的一部分。这种珊瑚礁群是由广泛的珊瑚礁结构形成的,具有丰富的生物丰富性和物种多样性。这些殖民地被认为在生态,经济,社会和文化上具有很高的价值,而且还固有地提供生物服务。几十年来,钓鱼和潜水是该地区的主要经济活动。但是,近年来,墨西哥的金塔纳罗奥州发生了漂白过程,珊瑚种群减少了。下降的主要原因是在石油平台上进行的生产活动以及其他气候事件中飓风的存在。可以使用遥感方法对珊瑚礁系统的退化进行综合分析。得益于这种类型的分析,有可能获得有关珊瑚礁状况的最新信息。在本文中,Landsat TM和SPOT 5中的卫星图像被应用于1980-2006年时期的珊瑚礁分类中。因此,对围绕珊瑚礁的水的光学成分进行了整体分析,例如浮游植物,沉积物,黄色物质,甚至在与珊瑚群落相邻的同一水域。纹理算法(Markov Random Field)的使用是识别它们的关键工具。该算法不仅限于图像分割,还可以用于边缘检测。在未来的工作中,对结果的多时相分析将确定这些生境的恶化程度以及珊瑚区的保护状况。

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