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Modelling the spatial distribution of the seagrass Posidonia oceanica along the North African coast: Implications for the assessment of Good Environmental Status

机译:模拟北非海岸海草波塞冬藻的空间分布:对良好环境状况评估的意义

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摘要

Posidonia oceanica (L.) Delile, 1813 is a seagrass species endemic to the Mediterranean Sea, which is considered as an indicator of environment quality in coastal areas. This species forms large meadows, which are sensitive to several anthropogenic pressures and the decrease in their extension is considered a priority issue for the Mediterranean Sea. The aim of this study was to develop a Species Distribution Model for P. oceanica, to be applied to the Mediterranean North African coast, in order to obtain an estimation of the potential distribution of this species in the region. The Species Distribution Model was calibrated using high resolution data from 4 Mediterranean sites, located in Italy and Spain, as the study area is a data-poor zone with regard to seagrass distribution (i.e. only for some areas detailed distribution maps are available). The model was then validated using available data concerning the North African coast. The probability of presence of the species in a given area was modelled using a binomial generalized linear model as a function of the bathymetry and water transparency, dissolved organic matter, sea surface temperature and salinity, mainly obtained from satellite data. Model selection procedure suggests that water transparency plays a major role, but also other variables, such as salinity and sea surface temperature, are important at larger spatial scales in explaining meadows distribution. The availability of high resolution time-series of input data allowed us to apply the validated model to the whole North African coast. Suitable areas are strongly related to the coastal realm, and cover a large portion of North African coasts, with Tunisian and Lybian ones being the most relevant zones for this species. In particular, the shelf of the Gulf of Gabes includes large areas with environmental conditions suitable for the species. Based on model predictions, we developed a robust indicator of potential habitat suitability, which could be used for the assessment of Good Environmental Status, as requested by the Ecosystem Based Approach, to be implemented at the scale of the whole Mediterranean basin in the framework of the Barcelona Convention. (C) 2015 Elsevier Ltd. All rights reserved.
机译:波斯尼亚海洋藻(L.)德莱尔,1813年是地中海特有的海草物种,被认为是沿海地区环境质量的指标。该物种形成大的草甸,对几种人为压力敏感,因此,将其扩展减少视为地中海的优先事项。这项研究的目的是开发一种可用于北非地中海沿岸的海洋体育物种分布模型,以便对该区域内该物种的潜在分布进行估算。物种分布模型已使用来自意大利和西班牙的4个地中海站点的高分辨率数据进行了校准,因为研究区域是海草分布的数据贫乏地区(即仅针对某些区域提供了详细的分布图)。然后使用有关北非海岸的可用数据对模型进行了验证。给定区域中物种存在的概率是使用二项式广义线性模型来建模的,该模型是测深法和水透明度,溶解有机物,海面温度和盐度的函数,主要从卫星数据获得。模型选择程序表明,水的透明度起主要作用,但其他变量(例如盐度和海面温度)在更大的空间尺度上对解释草甸分布也很重要。输入数据的高分辨率时间序列的可用性使我们能够将经过验证的模型应用于整个北非海岸。合适的地区与沿海地区密切相关,并覆盖了北非大部分地区,突尼斯和利比亚地区是该物种最相关的地区。特别是,加布斯湾的大陆架包括环境条件适合该物种的大区域。根据模型预测,我们开发了潜在栖息地适宜性的可靠指标,可根据基于生态系统的方法的要求,将其用于评估良好环境状况,该指标将在整个地中海盆地的框架内实施。巴塞罗那公约。 (C)2015 Elsevier Ltd.保留所有权利。

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