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Low abundance and high patchiness of decapod fauna sampled with van Veen grab on the West African continental margin (Gulf of Guinea, Ghana) 西非大陆边缘(加纳几内亚湾)van Veen grab取样的十足类动物群的低丰度和高斑块性
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2023.11.003
Krzysztof Podwysocki , Krzysztof Pabis , Ferran Palero , Magdalena Błażewicz , Bjørn Serigstad

Sixty morphospecies of Decapoda (Malacostraca: Crustacea) representing 34 families were recorded in the material collected in 2012 from 265 van Veen grab (0.1 m2) samples, from the nine transects distributed along the coast of Ghana in the 25–1000 m depth range. The examined material was dominated by the Diogenidae, Panopeidae, Leucosiidae, Pilumnidae and Xanthidae families. Species accumulation curves showed undersampling of the studied area and a large number of the morphospecies comprised singletons and doubletons. Panopeus africanus was the most frequent morphospecies in the analysed material (9.1% of all samples). We observed a substantial decrease of diversity (Shannon Index) and abundance along a depth gradient. Species richness also decreased with depth, starting from the highest number of morphospecies ‒ 38 at 25 m depth, then 33 at 50 m, 17 at 100 m, 11 at 250 m, 8 at 500 m and ending with 1 morphospecies at 1000 m bottom depth. Higher diversity was observed on the continental shelf (25–250 m – 57 morphospecies), while on the slope (500–1000 m) only eight morphospecies were recorded. Numerous factors of natural and anthropogenic origin may affect decapod communities on the coast of Ghana. Since our material was collected using a sampler collecting material at a very small scale, the observed patterns might be affected by the sampling method.

2012年,在加纳沿海分布的9个样带25-1000 m深度范围内,从265个van Veen grab (0.1m2)样本中收集了35科的60个十足类(Malacostraca:甲壳类)形态种。检出的材料以钙质螨科、泛翅螨科、白蜡螨科、刺螨科和黄螨科为主。物种积累曲线显示研究区采样不足,大量形态种由单态和双态组成。非洲Panopeus是分析材料中最常见的形态种(占所有样品的9.1%)。我们观察到多样性(Shannon指数)和丰度沿深度梯度显著降低。形态物种丰富度也随深度的增加而降低(25 m ~ 39种、50 m ~ 33种、100 m ~ 17种、250 m ~ 11种、500 m ~ 8种、1000 m ~ 1种)。在大陆架上(25 ~ 250 m)有57种形态,而在坡面(500 ~ 1000 m)只有8种形态。深海区以重金属和碳氢化合物浓度较高为特征,陆架区以氧浓度较高和生境异质性较强为特征。由于我们的材料是使用采样器在很小的范围内收集材料,因此观察到的模式可能会受到采样方法的影响。
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引用次数: 0
The zooplankton community of Baltic Sea ports: diversity and seasonal dynamics 波罗的海港口浮游动物群落:多样性和季节动态
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2024.02.001
Bartosz Witalis , Anna Iglikowska , Marta Ronowicz , Agata Weydmann-Zwolicka , Piotr Kukliński

In this study, we investigated zooplankton composition and seasonal dynamics, as well as the influence of selected environmental factors on the zooplankton community in three ports on the Polish Baltic coast: Władysławowo, Gdynia and Gdańsk. Our aim was to determine whether harbours’ heavy traffic, chemical pollution and physical disturbances affect the zooplankton community, and whether new nonindigenous planktonic species occur in these habitats. Forty three zooplankton taxa were found in all three ports; however, it is important to note that no new nonindigenous species were observed in the port basins. The most influential environmental factors affecting the zooplankton community were: seawater temperature (17% of explained zooplankton variability) and transparency (4%), which were related to seasonal changes. Acartia spp. (although of different development stages) was the dominant taxon during the study, and the examined ports/seasons differed in the presence and proportions of less abundant taxa: the autumn and winter assemblages were dominated by Acartia spp. nauplii, the spring assemblage by numerous Polychaeta larvae, while Cirripedia nauplii and early development stages of Eurytemora affinis were particularly abundant in summer. In addition, changes in salinity (2% explained variability) had a particular impact on the zooplankton community and especially on the assemblage of Gdańsk Port, which was influenced by freshwater inflow from the Motława and Dead Vistula rivers. Our study has clearly shown that, despite severe physical and chemical disturbances in all studied ports, the composition and seasonal dynamics of the zooplankton community were similar to those of the Gulf of Gdańsk outside the ports.

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引用次数: 0
Characterization of suspended particles at different glacial bays at Spitsbergen 斯匹次卑尔根不同冰川海湾悬浮颗粒的特征
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2023.12.001
Katarzyna Dragańska-Deja

Particle size distribution (PSD) and concentration of mineral-suspended sediment released from melting glaciers are important factors affecting the local marine ecosystem, e.g. affecting the light availability in water columns, thus changing underwater light climate for photosynthetic organisms. We examined the characteristics of various samples of natural mineral assemblages suspended in different glacial bays in Hornsund and Kongsfjord at Spitsbergen. The concentrations of the total mass of particles (TSM) in suspended sediment as well as particular organic matter (POM) and particular inorganic matter mass (PIM) together with mineralogical composition and particular size distribution (PSD) were determined.

In this study, we investigated the PSD properties and variability in the front of different tidewater glaciers based, laser diffractometer measurements (LISST-100x), and XRD – techniques to obtain the mineralogical composition of the particles. The sampled sites are under the strong influence of freshwater discharge from the glacier. At each station, inorganic particulate matter contributed up to 98% to total suspended matter with the particle concentration of the particle reaches up to 111 mg/l with mean surface PSD slopes ranging from 3.24 to 3.85. The result provides valuable baseline information on the observed range of variability of the size of suspended particles due to glacial runoff and the presence of particles of different mineral origin in the glacial bays.

冰川融化释放出的矿物悬浮沉积物的粒度分布(PSD)和浓度是影响当地海洋生态系统的重要因素,例如影响水柱中的光供应,从而改变光合生物的水下光气候。我们研究了悬浮在斯匹次卑尔根霍恩松和孔斯峡湾不同冰川海湾中的各种天然矿物组合样本的特征。在这项研究中,我们基于激光衍射仪测量(LISST-100x)和 XRD 技术,研究了不同潮水冰川前的 PSD 特性和可变性,以获得颗粒的矿物成分。采样点受到冰川淡水排放的强烈影响。在每个站点,无机颗粒物占总悬浮物的 98%,颗粒浓度高达 111 毫克/升,平均表面 PSD 坡度为 3.24 至 3.85。这一结果为观察冰川径流造成的悬浮颗粒大小变化范围以及冰川海湾中不同矿物来源颗粒的存在提供了宝贵的基准信息。
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引用次数: 0
Assessing the effect of coastal upwelling on the air temperature at the south-eastern coast of the Baltic Sea 评估沿岸上升流对波罗的海东南海岸气温的影响
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2024.03.002
Toma Dabulevičienė, Laura Nesteckytė, Loreta Kelpšaitė-Rimkienė

Coastal upwelling along the SE Baltic Sea coast is a common feature, especially during the warm season. It significantly lowers sea surface temperature (SST) in the coastal areas, and, therefore, may be responsible for modifying meteorological conditions in those coastal areas, where upwelling is most frequently observed. This study aims to assess the effect of coastal upwelling on the air temperature at the south-eastern coast of the Baltic Sea based on long-term period observations (2002–2021) from coastal hydrometeorological stations and satellite data. Overall, our study revealed that due to its high frequency and spatial extent, upwelling is responsible for lowering the mean summer season SST of the SE Baltic Sea coast by about 1°C. And even though upwelling is a short-term event, upwelling-induced SST drop results in cooling air temperatures in the coastal areas, i.e., the mean air temperatures during upwelling are typically 2−4°C lower than before. It was also observed that upwelling is favouring the development of advective fog. Thus, sudden changes in meteorological parameters during upwelling can have versatile effects on various socio-economic activities. The results of this study contribute to the understanding of upwelling feedback onto the lower atmosphere and, therefore, are important for advancing the accuracy of weather forecasts that are needed for coastal communities, including marine and coastal industries.

波罗的海东南沿岸的海岸上升流是一个常见特征,尤其是在温暖季节。它大大降低了沿岸地区的海面温度(SST),因此可能会改变最常观测到上升流的沿岸地区的气象条件。本研究旨在根据沿岸水文气象站的长期观测数据(2002-2021 年)和卫星数据,评估沿岸上升流对波罗的海东南沿海气温的影响。总之,我们的研究表明,由于上升流频率高、空间范围广,它使波罗的海东南沿海夏季平均海温降低了约 1°C。尽管上升流是短期现象,但上升流引起的海温下降会导致沿岸地区气温降低,即上升流期间的平均气温通常比上升流前低 2-4°C 。此外,还观察到上升流有利于平流雾的形成。因此,上升流期间气象参数的突然变化会对各种社会经济活动产生多方面的影响。这项研究的结果有助于了解上升流对低层大气的反馈作用,因此对提高天气预报的准确性非常重要,而天气预报是沿海社区,包括海洋和沿海工业所必需的。
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引用次数: 0
Long-term statistics of atmospheric conditions over the Baltic Sea and meteorological features related to wind wave extremes in the Gulf of Gdańsk 波罗的海上空大气状况的长期统计数据以及格但斯克湾与极端风浪有关的气象特征
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2023.10.002
Witold Cieślikiewicz , Aleksandra Cupiał

The goal of this study is to describe wind wave climate and wave extremes of the Gulf of Gdańsk in the southern Baltic Sea and associated meteorological conditions over the Baltic Sea. We obtain the characteristic features of 34 severe historical storms in the Gulf of Gdańsk during the period 1958–2001 and link them with extreme significant wave heights hindcast for five grid points in this gulf. The long-term statistics of atmospheric pressure systems over central and northern Europe, and the north-eastern Atlantic Ocean are derived from a 44-year REMO reanalysis database. A link between the mean, minimum and variability range of atmospheric pressure has been quantified. In general, the higher the mean pressure the smaller its variability and vice versa. Long-term characteristic features of winds over the Baltic Sea have been estimated from the REMO database. Strong winds directions vary from W, WSW to SW in the southern Baltic to more southerly SSW directions in the northern part of the Baltic Sea. The Empirical Orthogonal Functions (EOF) analysis shows that more than 50% of the variability in the atmospheric pressure in the Baltic Sea can be explained by the first EOF mode. The first four EOF modes can reproduce above 90% variability of the hindcast pressure time series. Statistical properties of the hindcast significant wave height over the Gulf of Gdańsk are computed based on the 44-year HIPOCAS database. All the computed statistics of wave heights reveal a very strong sheltering effect caused by the Hel Peninsula.

本研究的目的是描述波罗的海南部格但斯克湾的风浪气候和极端波浪以及波罗的海上空的相关气象条件。我们获得了 1958-2001 年期间格但斯克湾 34 次严重历史风暴的特征,并将其与该海湾五个网格点的极端显著波浪高度后报联系起来。欧洲中部和北部以及大西洋东北部大气压力系统的长期统计数据来自 44 年的 REMO 再分析数据库。对大气压力的平均值、最小值和变化范围之间的联系进行了量化。一般来说,平均气压越高,其变化范围就越小,反之亦然。根据 REMO 数据库估算出了波罗的海上空风的长期特征。波罗的海南部的强风方向从西风、西南风到西南风不等,而波罗的海北部的强风方向则更偏南。经验正交函数(EOF)分析表明,波罗的海大气压力变化的 50%以上可以用第一个 EOF 模式来解释。前四个 EOF 模式可以再现后报气压时间序列 90% 以上的变化。根据 44 年的 HIPOCAS 数据库,计算了格但斯克湾后报显著波高的统计特性。所有计算得出的波高统计特性都显示,赫尔半岛具有很强的遮蔽效应。
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引用次数: 0
Distribution and biogeochemical perspectives of nutrients in the Eastern Equatorial Indian Ocean 东赤道印度洋营养物质的分布和生物地球化学前景
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2024.02.005
Madhusudan Paul , Prasun Sanyal , Rishmita Mukherjee , Vandana Kumari Gupta , Sneha Bakshi , Avanti Acharya , Trishneeta Bhattacharya , Kunal Chakraborty , Sandip Kumar Mukhopadhyay

The seasonal reversal of ocean circulation associated with seasonal change in the direction of prevailing winds and the occurrence of several anomalous events in the Eastern Equatorial Indian Ocean (EEIO) make this region dynamic and complex in terms of its biogeochemical characteristics. Two multidisciplinary cruises were conducted to measure nutrients and associated physicochemical parameters across the water column (up to 1000 m) of the EEIO during boreal summer and winter monsoons to understand the distribution of nutrients and their spatio-temporal variability from a biogeochemical perspective. The seasonality in the thermohaline structure of the region is indistinct except for surface salinity drop during summer monsoon due to more precipitation on-site and in adjoining areas. Low concentrations of chlorophyll at the surface and in the deep chlorophyll maxima represent the oligotrophic nature of this region. Surface water was found nutrient-depleted (0.03–0.4 µM Nitrate, 0.02–0.13 µM Phosphate). The maxima of vertical profiles of nitrate and phosphate were recorded at a shallower depth (150–200 m) when compared to its maxima in usual oceanic conditions, but a silicate maximum was recorded in deeper water. In the surface and upper mixed layer paucity of nutrients resulted in low N:P and N:Si ratios. Therefore, nitrogen limitation is evident. The overall ratio of N:P yielded a mean value of 15.33 and matched with the representative literature value for the Indian Ocean. The minimum oxygen values (<50 µM) in the deep water (150–200 m) indicated a hypoxic condition. No signature of denitrification and a moderate nitrate deficit were observed in deep waters. The negative values of Nitrate anomaly (N-tracer) at 50–100 m depth were attributed to a Watermass influenced by denitrification. The prevailing oligotrophic condition caused limited synthesis of organic matter and subsequently little decomposition in deep water. The maxima in the apparent oxygen utilization (AOU) profile are confined to 150 to 200 m depth and represent the most active zone for regeneration that is limited to shallow depth. Regenerated nutrients reached maxima at shallower depth and primarily control material cycling in this region. Supply of nitrate to the surface water based on the preformed values of prevailing water mass was primarily by Bay of Bengal water. According to the findings of this study, preformed nitrate concentrations between 100 and 200 metres below the surface were found very low, indicating that Indonesian Through Flow (ITF) has little impact on the distribution of nutrients in this area.

东赤道印度洋(EEIO)的海洋环流季节性逆转与盛行风方向的季节性变化有关,并发生了一些异常事件,使该区域的生物地球化学特征变得动态而复杂。在北半球夏季和冬季季风期间,进行了两次多学科巡航,测量东赤道印度洋整个水体(最深 1000 米)的营养物质和相关物理化学参数,以便从生物地球化学角度了解营养物质的分布及其时空变异性。除了夏季季风期间由于当地和邻近地区降水较多导致表层盐度下降之外,该区域温盐结构的季节性并不明显。表层和深层叶绿素最高点的叶绿素浓度较低,代表了该区域的寡营养性质。地表水营养贫乏(硝酸盐 0.03-0.4 µM,磷酸盐 0.02-0.13 µM)。与通常海洋条件下的最大值相比,硝酸盐和磷酸盐垂直剖面的最大值出现在较浅的深度(150-200 米),但硅酸盐的最大值出现在较深的水域。在表层和上混合层,养分不足导致氮磷比和氮硅比偏低。因此,氮限制是显而易见的。氮磷总比率的平均值为 15.33,与印度洋的代表性文献值相符。深水区(150-200 米)的最低氧气值(<50 µM)表明存在缺氧情况。在深海水域没有观察到反硝化现象,硝酸盐含量适度不足。水深 50-100 米处的硝酸盐异常值(N-示踪剂)为负值,这是因为水体受到了反硝化作用的影响。普遍的寡营养状态限制了有机物的合成,因此深水中的分解作用很小。表观氧利用率(AOU)曲线的最大值局限于 150 至 200 米水深,代表仅限于浅水区的最活跃再生区。再生养分在较浅的深度达到最大值,主要控制该区域的物质循环。根据盛行水团的预形成值,向地表水供应硝酸盐的主要是孟加拉湾水。根据这项研究的结果,发现表层下 100 米至 200 米处的硝酸盐预形成浓度很低,这表明印尼贯通流(ITF)对这一地区的营养物质分布影响很小。
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引用次数: 0
Phytoplankton pigments in the Baltic Sea – mathematical description of chlorophylls and carotenoids content in different seasons and regions 波罗的海浮游植物色素--不同季节和地区叶绿素和类胡萝卜素含量的数学描述
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2024.03.003
Joanna Stoń-Egiert , Mirosława Ostrowska , Roman Majchrowski

This study aimed to trace the spatial and seasonal changes in pigment composition and to develop mathematical formulas to quantitatively describe their composition in different seasons in two regions: the open Baltic Sea region and the Gulf of Gdańsk. The analyses were carried out based on a 20-year database of empirical data from 1999 to 2018 obtained using the HPLC method. The proportion of chlorophyll a in the total content of pigments was stable irrespective of the season and region (62% ± 5%). In summer and autumn, a higher total amount of photoprotective carotenoids (about 15–17% in total pigment content) than photosynthetic ones was recorded. The concentrations of marker pigments are related to periodic increases in the corresponding algal classes. The spring bloom dominated by diatoms and dinoflagellates results in 40% of fucoxanthin and 70% of peridinin in relation to their total content throughout all seasons. The highest percentage of chlorophyll b (up to 10% in open waters) and other pigments specific to green algae (neoxanthin, violaxanthin, lutein) were observed during summer and autumn. The 30% percentage of fucoxanthin confirms the occurrence of diatoms in autumn. The concentrations of groups and individual pigments have been determined as a function of chlorophyll a concentration. The best approximation results were obtained for the seasonal dependence of marker pigments for specific classes of algae. In summer and autumn – for chlorophyll b concentrations – zeaxanthin, fucoxanthin, alloxanthin and peridinin standard error factor ranges between 1.56 and 1.84.

本研究旨在追踪色素组成的空间和季节变化,并开发数学公式来定量描述两个地区(波罗的海开阔地区和格但斯克湾)不同季节的色素组成。分析基于 1999 年至 2018 年 20 年经验数据的数据库,采用高效液相色谱法获得。叶绿素 a 在色素总含量中所占比例在任何季节和地区都保持稳定(62% ± 5%)。在夏季和秋季,光保护类胡萝卜素的总量(约占色素总含量的 15-17%)高于光合类胡萝卜素。标记色素的浓度与相应藻类的周期性增加有关。春季以硅藻和甲藻为主的藻类大量繁殖,在所有季节中,岩藻黄质和藻红素的总含量分别为 40% 和 70%。叶绿素 b(在开放水域高达 10%)和绿藻特有的其他色素(新黄素、长叶黄素和叶黄素)在夏季和秋季含量最高。30% 的狐黄素证实了硅藻出现在秋季。根据叶绿素 a 浓度的函数确定了各组和单个色素的浓度。对特定类别藻类的标记色素的季节依赖性得出了最佳近似结果。在夏季和秋季,叶绿素 b 浓度--玉米黄质、岩藻黄质、异黄质和橄榄黄质的标准误差系数介于 1.56 和 1.84 之间。
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引用次数: 0
Coverage estimation of benthic habitat features by semantic segmentation of underwater imagery from South-eastern Baltic reefs using deep learning models 利用深度学习模型对波罗的海东南部珊瑚礁的水下图像进行语义分割,从而估算海底生境特征的覆盖范围
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2023.12.004
Andrius Šiaulys , Evaldas Vaičiukynas , Saulė Medelytė , Kazimieras Buškus

Underwater imagery (UI) is an important and sometimes the only tool for mapping hard-bottom habitats. With the development of new camera systems, from hand-held or simple “drop-down” cameras to ROV/AUV-mounted video systems, video data collection has increased considerably. However, the processing and analysing of vast amounts of imagery can become very labour-intensive, thus making it ineffective both time-wise and financially. This task could be simplified if the processes or their intermediate steps could be done automatically. Luckily, the rise of AI applications for automatic image analysis tasks in the last decade has empowered researchers with robust and effective tools. In this study, two ways to make UI analysis more efficient were tested with eight dominant visual features of the Southeastern Baltic reefs: 1) the simplification of video processing and expert annotation efforts by skipping the video mosaicking step and reducing the number of frames analysed; 2) the application of semantic segmentation of UI using deep learning models. The results showed that the annotation of individual frames provides similar results compared to 2D mosaics; moreover, the reduction of frames by 2–3 times resulted in only minor differences from the baseline. Semantic segmentation using the PSPNet model as the deep learning architecture was extensively evaluated, applying three variants of validation. The accuracy of segmentation, as measured by the intersection-over-union, was mediocre; however, estimates of visual coverage percentages were fair: the difference between the expert annotations and model-predicted segmentation was less than 6–8%, which could be considered an encouraging result.

水下成像(UI)是绘制硬底栖息地地图的重要工具,有时甚至是唯一工具。随着新型摄像系统的发展,从手持式或简单的 "下拉式 "摄像机到安装在 ROV/AUV 上的视频系统,视频数据的收集量大大增加。然而,处理和分析大量图像的工作可能非常耗费人力,因此在时间上和经济上都是无效的。如果这些过程或中间步骤可以自动完成,这项任务就可以简化。幸运的是,在过去十年中,用于自动图像分析任务的人工智能应用不断兴起,为研究人员提供了强大而有效的工具。在这项研究中,利用波罗的海东南部珊瑚礁的八个主要视觉特征测试了两种提高用户界面分析效率的方法:1)通过跳过视频镶嵌步骤和减少分析帧数来简化视频处理和专家注释工作;2)利用深度学习模型对用户界面进行语义分割。结果表明,与二维马赛克相比,单个帧的注释可提供相似的结果;此外,将帧数减少 2-3 倍后,与基线的差异也很小。使用 PSPNet 模型作为深度学习架构,对语义分割进行了广泛评估,采用了三种验证方法。以 "交叉-重合"(intersection-over-union)来衡量,分割的准确性一般;不过,对视觉覆盖百分比的估算结果尚可:专家注释与模型预测的分割结果之间的差异小于 6-8%,这可以说是一个令人鼓舞的结果。
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引用次数: 0
Evaluating and enhancing the performance of the K-Means clustering algorithm for annual coastal bed evolution applications 评估和提高 K-Means 聚类算法在年度海岸床演变应用中的性能
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2023.12.005
Andreas Papadimitriou, Vasiliki Tsoukala

The prediction of the coastal bed evolution at an annual scale utilizing process-based models is usually a complex task requiring significant computational resources. To compensate for this, accelerating techniques aiming at reducing the amount of input parameters are often employed. In the framework of this research, a comprehensive evaluation of the capacity of the widely-used K-Means clustering algorithm as a method to obtain representative wave conditions was undertaken. Various enhancements to the algorithm were examined in order to improve model results. The examined tests were implemented in the sandy coastline adjacent to the port of Rethymno, Greece, utilizing an annual dataset of wave characteristics using the model MIKE21 Coupled Model FM. Model performance evaluation was carried out for each test simulation by comparing results to a “brute force” one, containing the bed level changes induced from the annual time series of hourly changing offshore sea state wave characteristics, deeming the results very satisfactory. The best-performing configurations were found to be related to the implementation of a filtering methodology to eliminate low-energy sea states from the dataset. Employment of clustering algorithms utilizing “smart” configurations to improve their performance could become a valuable tool for engineers desiring to obtain an accurate representation of annual bed level evolution, while simultaneously reducing the required computational effort.

利用基于过程的模式预测沿岸海床的年尺度演变通常是一项复杂的任务,需要大量的 计算资源。为了弥补这一不足,通常采用旨在减少输入参数量的加速技术。在本研究框架内,对广泛使用的 K-Means 聚类算法的能力进行了全面评估,该算法是一种获取代表性波浪条件的方法。为了改进模型结果,对算法的各种改进进行了研究。利用 MIKE21 耦合模型 FM,利用波浪特征的年度数据集,在希腊 Rethymno 港附近的沙质海岸线上进行了测试。通过将模拟结果与 "蛮力 "模拟结果进行比较,对模型性能进行了评估,"蛮力 "模拟结果包含了由每小时变化的近海海况波浪特征的年度时间序列引起的海床水平面变化,结果非常令人满意。结果发现,性能最好的配置与采用过滤方法从数据集中剔除低能量海况有关。利用 "智能 "配置的聚类算法可以提高其性能,这对于希望获得年度海床水位演变的准确表征,同时减少所需计算工作量的工程师来说,是一个非常有价值的工具。
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引用次数: 0
Seasonal enhancement of phytoplankton biomass in the southern tropical Indian Ocean: Significance of meteorological and oceanography parameters 南热带印度洋浮游植物生物量的季节性增加:气象和海洋学参数的意义
IF 2.9 3区 地球科学 Q2 OCEANOGRAPHY Pub Date : 2024-04-01 DOI: 10.1016/j.oceano.2023.10.003
Chinnadurai Karnan, Sreedharan Gautham

The present study focused on understanding the seasonality of the phytoplankton biomass (chlorophyll a) distribution in the oligotrophic, Equatorial, and Southern Tropical Indian Ocean (ESTIO; 0–30°S and 60–90°E). The long-term satellite data analyses (2003–2020) showed a strong seasonality in sea surface temperature (SST), wind, currents, mean sea level anomaly (MSLA), photosynthetically available radiation (PAR), euphotic depth (ZEU) and mixed layer depth (MLD). As a response to the hydrographical changes, the phytoplankton biomass showed noticeable seasonal variation with the highest biomass during the Austral Winter (AW; June–September; avg. 0.11 ± 0.03 mg/m³) and lowest during the Austral Summer (AS; November–February; avg. 0.07 ± 0.03 mg/m). High chlorophyll patches (>0.1 mg/m³) were found between 0°–8°S during the AS and expanded over 0°–18°S during the AW. As multi-year mean chlorophyll a was higher (>0.1 mg/m³) in the northern part of the ESTIO (north of ∼13°S; HCD: high chlorophyll a domain) than the southern side (LCD: low chlorophyll a domain), the study area was divided into two domains and all the variables were analysed. In the HCD, enhancement of chlorophyll a was positively correlated with variables such as wind speed, wind stress, Ekman pumping, stronger northward and westward winds, as well as the presence of cyclonic eddies. These features are likely to stimulate primary production by uplifting the thermocline and enhancing nutrient supply. In the LCD, mixed layer depth also showed a strong positive correlation with elevated chlorophyll a, apparently because it is deep throughout the year (thereby keeping lower biomass) and deepens more strongly in winter than in the HCD. Another contrast with the HCD is that the cyclonic eddies appear to be insufficiently abundant to influence its chlorophyll a. Pearson's multivariable correlation analysis and principle component analysis confirmed the statistical significance of the above parameters on the enhancement of chlorophyll a in the ESTIO.

本研究的重点是了解寡营养、赤道和南热带印度洋(ESTIO;0-30°S 和 60-90°E)浮游植物生物量(叶绿素 a)分布的季节性。长期卫星数据分析(2003-2020 年)显示,海面温度(SST)、风、洋流、平均海平面异常值(MSLA)、光合可利用辐射(PAR)、透光深度(ZEU)和混合层深度(MLD)具有很强的季节性。作为对水文变化的响应,浮游植物生物量表现出明显的季节性变化,其中澳冬(AW;6 月至 9 月;平均 0.11 ± 0.03 mg/m³)生物量最高,澳夏(AS;11 月至 2 月;平均 0.07 ± 0.03 mg/m)生物量最低。高叶绿素斑块(>0.1 mg/m³)出现在南半球夏季的 0°-8°S 之间,并在南半球夏季的 0°-18°S 扩大。由于 ESTIO 北部(13°S 以北;HCD:高叶绿素 a 区域)的多年平均叶绿素 a 比南部(LCD:低叶绿素 a 区域)高(0.1 mg/m³),研究区域被分为两个区域,并对所有变量进行了分析。在高叶绿素 a 区域,叶绿素 a 的增加与风速、风压、埃克曼泵、较强的北风和西风以及气旋漩涡等变量呈正相关。这些特征可能会通过抬升温跃层和增加营养供应来刺激初级生产。在液晶区,混合层深度与叶绿素 a 的升高也呈现出很强的正相关性,这显然是因为混合层全年都很深(从而保持了较低的生物量),而且冬季的混合层深度比 HCD 更深。皮尔逊多变量相关分析和主成分分析证实,上述参数对提高 ESTIO 的叶绿素 a 具有统计学意义。
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Oceanologia
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