Utilizing Remote Sensing and GIS to Determine the Role of Temperature in Sardine and Tuna Distribution in the Gulf of Guinea

Clement Anguh Nkwemoh, Luciano Majeda
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Abstract

The Gulf of Guinea is a part of the Atlantic Ocean that sinks in a corner towards the center of the African continent. It is an area that is home to many species of fish, including sardines (sardinella aurita) and tuna (katswonus pelanis). These two species of fish are particularly important economic and food sources for the zone/area in general and for the local population in particular. However, it must be said that over time, the sharp increase in the temperature of the Gulf of Guinea represents a huge risk for the fish stocks available in some parts of the Gulf. Faced with this problem, it is essential to conduct a study on temperature in the Gulf of Guinea to draw up the precise mapping of the areas potentially favourable for fishing these two species. In order to achieve our objectives, we have given priority to using remote sensing techniques as a means of studying and analysing the data. Firstly, it was the task of exploiting the sea surface temperature algorithm to determine the temperature of maritime waters, and then, thanks to the review of the literature, the different intervals of salinities, nitrate and bathymetry necessary for the life of these two species of fish were determined. Following this, it was discussed to proceed thanks to the MeToP-NOAA satellite image by a reclassification of the pixels taking into account the above-mentioned intervals, which, after calculation, made it possible to determine the different areas favorable to the tuna and sardine fishery. As for the results, we obtained six (06), of which four (04) correspond to the sea surface temperature of the Gulf of Guinea over the last thirty (30) years (1990 to 2020), which shows gradually the increase in sea surface temperature and two maps that show the areas favorable to tuna and sardine fishing. This study made it possible to highlight the consequences of the increase in sea temperature of the Gulf of Guinea (with an average of 2.7°C to 3.6°C) in the areas favorable to the fishing of sardines and tuna. With regard to fishing zones, all countries have areas that are very favourable to sardine fishing. However, only Gabon, Sao Tome and Principe, and the area of the island of Annobón (Equatorial Guinea) have areas favourable to tuna fishing. If nothing is done to regulate the climate, by 2030, we will have a temperature increase of up to 26°C for the hottest areas and 23.3 °C for the mildest areas. This would have a great impact on both species of fish but more on tuna because of its lower metabolism and high demand in the markets. Sardines, on the other hand, can, thanks to their faster metabolism, better adapt to changes in sea temperature and constitute an important source of economic and food income for the countries of the Gulf of Guinea.
利用遥感和地理信息系统确定温度在几内亚湾沙丁鱼和金枪鱼分布中的作用
几内亚湾是大西洋的一部分,位于非洲大陆中心的一角。这里是许多鱼类的栖息地,包括沙丁鱼(sardinella aurita)和金枪鱼(katswonus pelanis)。这两种鱼对整个地区,尤其是当地居民来说,是特别重要的经济和食物来源。然而,必须指出的是,随着时间的推移,几内亚湾温度的急剧上升对该湾某些地区的鱼类资源构成了巨大的威胁。面对这一问题,有必要对几内亚湾的温度进行研究,以精确绘制可能有利于捕捞这两种鱼类的区域图。 为了实现我们的目标,我们优先使用遥感技术作为研究和分析数据的手段。首先是利用海面温度算法来确定海洋水域的温度,然后通过查阅文献,确定了这两种鱼类生活所需的盐度、硝酸盐和水深的不同区间。在此基础上,讨论了如何利用 MeToP-NOAA 卫星图像,根据上述区间对像素进行重新分类,经过计算,确定了有利于捕捞金枪鱼和沙丁鱼的不同区域。 至于结果,我们获得了六(06)张地图,其中四(04)张与几内亚湾过去三(30)年(1990 年至 2020 年)的海面温度相对应,显示了海面温度的逐渐上升,两张地图显示了有利于金枪鱼和沙丁鱼捕捞的区域。 这项研究突出了几内亚湾海温上升(平均 2.7°C 至 3.6°C)对沙丁鱼和金枪鱼捕捞有利地区的影响。在捕鱼区方面,所有国家都有非常有利于捕捞沙丁鱼的区域。然而,只有加蓬、圣多美和普林西比以及安诺本岛地区(赤道几内亚)拥有有利于捕捞金枪鱼的区域。如果不采取任何气候调节措施,到 2030 年,最热地区的气温将上升 26°C,最温和地区的气温将上升 23.3°C。这将对两种鱼类产生巨大影响,但金枪鱼受到的影响更大,因为它的新陈代谢较低,市场需求量大。而沙丁鱼由于新陈代谢较快,能够更好地适应海温变化,是几内亚湾国家重要的经济和粮食收入来源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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