ANALYSIS OF CHLOROPHYLL-α AND SEA SURFACE TEMPERATURE DISTRIBUTION USING SATELITE IMAGE TO ESTIMATE OF FISHING ZONES FOR YELLOWFIN TUNA (Thunnus albacares) IN WEST SUMATERA PROVINCE WATERS

Fandi Handika Arta, M. Mubarak, Syafruddin Nasution
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Abstract

The potential of tuna in the waters of West Sumatra reaches 300,000 tons per year, and only 25% of its existing potential has been exploited. The existence of these fish can be determined by measuring the concentration of chlorophyll-α as an indicator of food sources in the waters and measuring sea surface temperature as an indicator of the fish environment, which can be done using remote sensing technology. This research was conducted from August 05 to September 29, 2022, using Aqua MODIS satellite imagery data. The results obtained during the study showed that the concentration of chlorophyll-α had an average of 2.01 mg/m3. The highest concentration occurred in the period 13-20 August 2022 with an average value of 3.17 mg/m3, and the lowest occurred in the period 06-13 September 2022 with an average value of 0.85 mg/m3. Sea surface temperature has a relatively similar value, which ranges from 29.5–30.8oC with an average of 30.5oC. Determination of the alleged fishing area for yellowfin tuna was carried out using the overlay technique by shading the area from chlorophyll-a criteria >0.1 mg/m3 with the sea surface temperature criteria of 29-30oC. The accuracy level of the yellowfin tuna fishing area estimation has an average accuracy of 28.7%. The highest accuracy value occurs from August 29 to September 05 2022, with a percentage of 69.8%, and the lowest occurs from August 13 to 20, 2022, with a rate of 3.9%.
利用卫星图像分析 CHLOROPHYLL-α 和海面温度分布,以估算苏门答腊河西部水域黄鳍金枪鱼(Thunnus albacares)的捕捞区域
西苏门答腊水域的金枪鱼潜力每年达 30 万吨,而现有潜力中仅有 25% 被开发利用。通过测量叶绿素-α的浓度(作为水域食物来源的指标)和测量海面温度(作为鱼类环境的指标),可以确定这些鱼类的存在情况,而这可以利用遥感技术来完成。这项研究于 2022 年 8 月 5 日至 9 月 29 日利用 Aqua MODIS 卫星图像数据进行。研究结果表明,叶绿素-α 的平均浓度为 2.01 毫克/立方米。最高浓度出现在 2022 年 8 月 13-20 日,平均值为 3.17 毫克/立方米,最低浓度出现在 2022 年 9 月 6-13 日,平均值为 0.85 毫克/立方米。海面温度值比较接近,在 29.5-30.8 摄氏度之间,平均值为 30.5 摄氏度。使用叠加技术确定黄鳍金枪鱼的指称捕捞区,方法是将叶绿素-a 标准 >0.1 mg/m3 的区域与 29-30oC 的海面温度标准相叠加。黄鳍金枪鱼捕捞区域估算的平均准确率为 28.7%。最高精度值出现在 2022 年 8 月 29 日至 9 月 5 日,比例为 69.8%,最低精度值出现在 2022 年 8 月 13 日至 20 日,比例为 3.9%。
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