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Journal of Marine Science and Engineering, Volume 10, Issue 6

2022 June - 128 articles

Cover Story: The automatic classification of fish images captured under water is a challenging task with a broad potential impact for environmental conservation. Convolutional neural network models employed for image recognition typically require very large datasets to train millions of model parameters. However, underwater fish image and video datasets are scarce and unbalanced, so neural models may be inadequately trained. We engineer convolutional neural networks with up to ~50,000 parameters, which require much smaller datasets for training and run in much more constrained embedded platforms. By augmenting neural models with a tracking algorithm that recognizes fish specimens across video frames, we obtain a classifier of very limited overall complexity. Experiments in the Mediterranean Sea confirm a good level of accuracy for fish recognition in the wild. View this paper
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Articles (128)

  • Article
  • Open Access
1 Citations
2,969 Views
12 Pages

The Identification of Filamentous Cyanobacteria Isolated from Neopyropia Germplasm Bank Illustrates the Pattern of Contamination

  • Yinyin Deng,
  • Cuicui Tian,
  • Chuanming Hu,
  • Guangping Xu,
  • Lien Yang,
  • Qinqin Lu and
  • Wei Zhou

The germplasm bank of economic algae provides biological insurance against environmental changes and pressures for the cultivation industry. However, the red algal free-living conchocelis germplasm of Neopyropia was easily contaminated with filamento...

  • Communication
  • Open Access
2 Citations
2,224 Views
10 Pages

Biosorption is an effective method for removing heavy metal ions from wastewater. In the current study, the biosorption capacity of a microalgae Prorocentrum triestinum strain AD1 was investigated for cadmium removal. The efficient biomass concentrat...

  • Article
  • Open Access
51 Citations
5,500 Views
20 Pages

Accurate wave prediction can help avoid disasters. In this study, the significant wave height (SWH) prediction performances of the recurrent neural network (RNN), long short-term memory network (LSTM), and gated recurrent unit network (GRU) were comp...

  • Feature Paper
  • Article
  • Open Access
11 Citations
4,486 Views
15 Pages

Preparation of Ciguatoxin Reference Materials from Canary Islands (Spain) and Madeira Archipelago (Portugal) Fish

  • David Castro,
  • Pablo Estévez,
  • José Manuel Leao-Martins,
  • Robert W. Dickey,
  • Natalia García-Álvarez,
  • Fernando Real,
  • Pedro Reis Costa and
  • Ana Gago-Martínez

Ciguatoxins (CTXs) are naturally occurring neurotoxins that can accumulate in fish and cause Ciguatera Poisoning (CP) in seafood consumers. Ciguatoxic fish have been detected in tropical and subtropical regions of the world including the Pacific and...

  • Article
  • Open Access
3 Citations
2,998 Views
12 Pages

Microsatellites are one of the important genome characterizations that can be a valuable resource for variety identification, genetic diversity, phylogenetic analysis, as well as comparative and conservation genomics research. Here, we developed comp...

  • Article
  • Open Access
1 Citations
2,237 Views
11 Pages

Visco-Elastic Plate Motion after Its Breaking into Parts

  • Alexander Korobkin and
  • Tatiana Khabakhpasheva

Mathematical modelling of visco-elastic plate breaking and consequent deflection of the plate are studied using the simplified formulation. The plate is modelled as a thin visco-elastic plate of constant thickness. The edges of the plate are clamped....

  • Article
  • Open Access
9 Citations
3,325 Views
18 Pages

The Thermal Effect of Submarine Mud Volcano Fluid and Its Influence on the Occurrence of Gas Hydrates

  • Zhifeng Wan,
  • Junsheng Luo,
  • Xiaolu Yang,
  • Wei Zhang,
  • Jinqiang Liang,
  • Lihua Zuo and
  • Yuefeng Sun

Mud volcanoes and other fluid seepage pathways usually transport sufficient gas for the formation of gas reservoirs and are beneficial to the accumulation of gas hydrate. On the other hand, the fluid thermal effects of mud volcanoes can constrain the...

  • Article
  • Open Access
26 Citations
3,049 Views
13 Pages

Analysis of the Mechanical Properties of the Reconstituted Hydrate-Bearing Clayey-Silt Samples from the South China Sea

  • Lin Dong,
  • Hualin Liao,
  • Yanlong Li,
  • Qingguo Meng,
  • Gaowei Hu,
  • Jintang Wang and
  • Nengyou Wu

Mechanical properties of hydrate-bearing sediments (HBS) are crucial for evaluating drilling- and production-induced geo-hazards. However, investigations on mechanical behaviors of clayey-silt samples containing hydrate are insufficient due to low ef...

  • Article
  • Open Access
7 Citations
4,868 Views
13 Pages

Equal Opportunities for Foreign Seafarers to Ensure Sustainable Development in the Korean Merchant Shipping Industry

  • Jinwoo Lee,
  • Surindar Dhesi,
  • Ian Phillips,
  • Moonsoo Jeong,
  • Kyungseon Kwon,
  • Dongho Jung and
  • Changhee Lee

Despite the increasing number of foreign seafarers working in the Korean shipping industry and the growing concern for psycho-emotional stress due to discrimination in the maritime sector, few studies have focused on the working environment of foreig...

  • Article
  • Open Access
18 Citations
4,815 Views
16 Pages

Satellite-Based Monitoring of Coastal Wetlands in Yancheng, Jiangsu Province, China

  • Chen Chen,
  • Jiajun Feng,
  • Changyou Wang,
  • Longjiang Mao and
  • Yuanzhi Zhang

The dynamic process of the wetland can reflect its impact on the environment, and finding a balance point supporting harmonious coexistence between man and nature has become an issue of increasing concern. On the basis of previous studies that have f...

  • Article
  • Open Access
5 Citations
2,699 Views
13 Pages

Many populated, tropical coastlines fronted by fringing coral reefs are exposed to wave-driven marine flooding that is exacerbated by sea-level rise. Most fringing coral reefs are not alongshore uniform, but bisected by shore-normal channels; however...

  • Article
  • Open Access
3 Citations
2,337 Views
20 Pages

This paper investigates swarm control for unmanned surface vessels subject to multiple constraints. These constraints can be summarized as model parameter uncertainty, the unavailability of velocity measurements, time-varying environmental disturbanc...

  • Article
  • Open Access
41 Citations
4,565 Views
22 Pages

Due to the complexity of the marine environment, underwater target search and interception is one of the biggest problems faced by an autonomous underwater vehicle (AUV). At present, there is quite a lot of research in terms of the two-dimensional en...

  • Article
  • Open Access
5 Citations
4,418 Views
14 Pages

Like many estuaries worldwide, the Indian River Lagoon (IRL), has seen a decline in resources and overall water quality due to human activities. One method to help restore water quality and benthic habitats is to construct and deploy oyster restorati...

  • Article
  • Open Access
3 Citations
2,743 Views
18 Pages

Shoal-to-Strata Ratio Technique and Its Use in Describing Carbonate Rock Sedimentary Facies in the Eastern Sichuan Basin

  • Xiuquan Hu,
  • Hong Liu,
  • Xiucheng Tan,
  • Chenjing Xiao,
  • Qian Tan,
  • Jianghan Li and
  • Chi Yi

The requirements for the accurate characterization of shoal sediments have increased in view of the fact that strata are eroded due to uplift and it is difficult to calculate the real thickness of granular shoal. To solve this problem, with the shoal...

  • Article
  • Open Access
4 Citations
2,584 Views
18 Pages

Dynamic Analysis of Bottom Subsidence of Benthic Lander

  • Zhou Yu,
  • Chunyue Zhang,
  • Jiawang Chen and
  • Ziqiang Ren

The geomorphology of the deep-sea environment is complex, including seamounts based on hard rocks and seabeds based on rare soft sediments. Therefore, the frame of the benthic lander needs to be shock and subsidence resistant. In this paper, the stat...

  • Article
  • Open Access
21 Citations
4,252 Views
27 Pages

Research on AUV Energy Saving 3D Path Planning with Mobility Constraints

  • Guocheng Zhang,
  • Jixiao Liu,
  • Yushan Sun,
  • Xiangrui Ran and
  • Puxin Chai

This paper aims to focus on the path planning problem of AUV in the marine environment. As well as considering the path length and safe obstacle avoidance, ocean currents should not be ignored as the main factor affecting the navigation energy consum...

  • Article
  • Open Access
8 Citations
2,517 Views
17 Pages

For a low-frequency sound signal propagating in a two-dimensionally inhomogeneous shallow-water waveguide, the influence of random bathymetry (fluctuating bottom boundary) was considered based on the local-mode approach and statistical modeling using...

  • Review
  • Open Access
21 Citations
5,884 Views
19 Pages

With the rapid development of global offshore wind power, the demand for offshore wind power operation and maintenance is also increasing. This paper analyzes the technology of units, monitoring of deep wind field, and operation and maintenance risks...

  • Article
  • Open Access
3 Citations
2,985 Views
21 Pages

In order to avoid the influence of the test system itself on the autonomous navigation and performance test accuracy of unmanned surface vehicles (USVs), a test method for the obstacle-avoidance performance of USVs based on mobile-buoy–shore mu...

  • Article
  • Open Access
16 Citations
6,057 Views
20 Pages

This work studies the Voce–Chaboche (V–C) material model parameter optimization for high-strength steel welded joints subjected to cyclic loading. The model parameters of each material zone in a S690 steel butt-welded joint were determine...

  • Article
  • Open Access
6 Citations
2,849 Views
20 Pages

Near-Optimal Control for Offshore Structures with Nonlinear Energy Sink Mechanisms

  • Wei Chen,
  • Xingyu Du,
  • Bao-Lin Zhang,
  • Zhihui Cai and
  • Zhongqiang Zheng

To improve the safety and reliability of offshore structures subject to wave loading, the active vibration control problem is always one of significant issues in the field of ocean engineering. This paper deals with the near–optimal control pro...

  • Article
  • Open Access
19 Citations
4,154 Views
24 Pages

Environmental Assessment of Potentially Toxic Elements Using Pollution Indices and Data-Driven Modeling in Surface Sediment of the Littoral Shelf of the Mediterranean Sea Coast and Gamasa Estuary, Egypt

  • Magda M. Abou El-Safa,
  • Salah Elsayed,
  • Osama Elsherbiny,
  • Adel H. Elmetwalli,
  • Mohamed Gad,
  • Farahat S. Moghanm,
  • Ebrahem M. Eid,
  • Mostafa A. Taher,
  • Mohamed H. E. El-Morsy and
  • Ali H. Saleh
  • + 1 author

Coastal environmental assessment techniques have evolved into one of the most important fields for the long-term development and management of coastal zones. So, the overall aim of the present investigation was to provide effective approaches for mak...

  • Article
  • Open Access
35 Citations
3,887 Views
24 Pages

Due to the complex hydrology and narrow channels of inland rivers, ship collision accidents occur frequently. The traditional collision-avoidance algorithms are often aimed at sea areas, and not often at inland rivers. To solve the problem of inland-...

  • Article
  • Open Access
10 Citations
3,211 Views
26 Pages

A Quantitative Parametric Study on Output Time Delays for Autonomous Underwater Cleaning Operations

  • Fredrik Fogh Sørensen,
  • Malte von Benzon,
  • Jesper Liniger and
  • Simon Pedersen

Offshore pipelines and structures require regular marine growth removal and inspection to ensure structural integrity. These operations are typically carried out by Remotely Operated Vehicles (ROVs) and demand reliable and accurate feedback signals f...

  • Article
  • Open Access
6 Citations
4,831 Views
14 Pages

Bow shape has been recognized as an important factor influencing the seakeeping performance and added resistance of ships. This paper presents a numerical comparative study on added resistance and seakeeping of model ships with ‘X-bow’ an...

  • Article
  • Open Access
13 Citations
5,300 Views
25 Pages

A Prototype Design and Sea Trials of an 11,000 m Autonomous and Remotely-Operated Vehicle Dream Chaser

  • Zhe Jiang,
  • Bin Lu,
  • Biao Wang,
  • Weicheng Cui,
  • Jinfei Zhang,
  • Ruilong Luo,
  • Gaosheng Luo,
  • Shun Zhang and
  • Zhongjun Mao

To better study the biology and ecology of hadal trenches for marine scientists, the Hadal Science and Technology Research Center (HAST) of Shanghai Ocean University proposed to construct a movable laboratory that includes a mothership, several full-...

  • Article
  • Open Access
7 Citations
3,428 Views
26 Pages

Spectral Analysis of Flow around Single and Two Crossing Circular Cylinders Arranged at 60 and 90 Degrees

  • Tianyuan Wang,
  • Qingqing Yang,
  • Yeting Tang,
  • Hongda Shi,
  • Qin Zhang,
  • Mengfei Wang,
  • Andrey Epikhin and
  • Andrey Britov

Two modal decomposition techniques, including proper orthogonal decomposition (POD) and dynamic mode decomposition (DMD), were used to identify the wake patterns past single and two crossing cylinders in 60° and 90° arrangements with gap rati...

  • Article
  • Open Access
2 Citations
2,572 Views
35 Pages

A Wave-Targeted Essentially Non-Oscillatory 3D Shock-Capturing Scheme for Breaking Wave Simulation

  • Giovanni Cannata,
  • Federica Palleschi,
  • Benedetta Iele and
  • Francesco Gallerano

A new three-dimensional high-order shock-capturing model for the numerical simulation of breaking waves is proposed. The proposed model is based on an integral contravariant form of the Navier–Stokes equations in a time-dependent generalized cu...

  • Article
  • Open Access
1 Citations
2,646 Views
21 Pages

Multi-Sensor-Based Hierarchical Detection and Tracking Method for Inland Waterway Ship Chimneys

  • Fumin Wu,
  • Qianqian Chen,
  • Yuanqiao Wen,
  • Changshi Xiao and
  • Feier Zeng

In the field of automatic detection of ship exhaust behavior, a deep learning-based multi-sensor hierarchical detection method for tracking inland river ship chimneys is proposed to locate the ship exhaust behavior detection area quickly and accurate...

  • Article
  • Open Access
2,402 Views
21 Pages

This paper presents calibration and verification of the laterally averaged model for estuaries (LAMFE) for the Chassahowitzka River, a spring-fed estuary located on the Gulf coast of central Florida, USA. The river is a narrow and complex riverine sy...

  • Review
  • Open Access
18 Citations
4,282 Views
17 Pages

The present study reviews the recent advances in modelling and analyses the strength of corroded ship structures. Firstly, the time-variant methodologies that consider only the mean structural element thickness loss due to corrosion degradation are i...

  • Article
  • Open Access
3 Citations
2,448 Views
17 Pages

Experimental Study on Unsteady Cavitating Flow and Its Instability in Liquid Rocket Engine Inducer

  • Hao Wang,
  • Jian Feng,
  • Keyang Liu,
  • Xi Shen,
  • Bin Xu,
  • Desheng Zhang and
  • Weibin Zhang

To study instability in the unsteady cavitating flow in a liquid rocket engine inducer, visualization experiments of non-cavitating and cavitating flows inside a model inducer were carried out at different flow conditions. Visual experiments were car...

  • Article
  • Open Access
9 Citations
4,231 Views
18 Pages

The automatic identification system (AIS), despite its importance in worldwide navigation at sea, does not provide any defence mechanisms against deliberate misuse, e.g., by sea pirates, terrorists, business adversaries, or smugglers. Previous work h...

  • Article
  • Open Access
80 Citations
6,561 Views
18 Pages

An Improved Ship Trajectory Prediction Based on AIS Data Using MHA-BiGRU

  • Kexin Bao,
  • Jinqiang Bi,
  • Miao Gao,
  • Yue Sun,
  • Xuefeng Zhang and
  • Wenjia Zhang

According to the statistics of water transportation accidents, collision accidents are on the rise as the shipping industry has expanded by leaps and bounds, and the water transportation environment has become more complex, which can result in grave...

  • Article
  • Open Access
2 Citations
2,709 Views
9 Pages

Numerous explicit approximations of the Colebrook equation have been developed and evaluated based on two criteria: prediction accuracy and computational efficiency. This paper introduces a new evaluation criterion based on the reliability of each eq...

  • Article
  • Open Access
1 Citations
2,467 Views
7 Pages

Usually, the need for research arises when there is a discrepancy between the theoretical and practical data. For example, the RINA (Registro Italiano Navale) Rules describe two navigation areas for yachts: unrestricted navigation and a navigation ar...

  • Article
  • Open Access
20 Citations
5,425 Views
23 Pages

Geochemical Analysis of Cretaceous Shales from the Hazara Basin, Pakistan: Provenance Signatures and Paleo-Weathering Conditions

  • Abdul Ghaffar Fazal,
  • Muhammad Umar,
  • Faisal Shah,
  • Muhammad Armaghan Faisal Miraj,
  • Hammad Tariq Janjuhah,
  • George Kontakiotis and
  • Abdul Khaliq Jan

The geochemical investigation of shales from the Early to Middle Cretaceous Chichali Formation in the Hazara Basin was conducted to determine the origin, tectonic setting and evolution, paleo-weathering conditions, and paleo-oceanographic reconstruct...

  • Article
  • Open Access
13 Citations
3,232 Views
17 Pages

Natural gas hydrate (NGH) dissociation is a heat-absorbing process, and the cooling around the wellhead is more pronounced during depressurization production. Low temperature will cause NGH regeneration or ice formation, blocking gas flow paths and r...

  • Review
  • Open Access
17 Citations
7,614 Views
29 Pages

Evolutionary Rates in the Haptophyta: Exploring Molecular and Phenotypic Diversity

  • Jorijntje Henderiks,
  • Daniela Sturm,
  • Luka Šupraha and
  • Gerald Langer

Haptophytes are photosynthetic protists found in both freshwater and marine environments with an origin possibly dating back to the Neoproterozoic era. The most recent molecular phylogeny reveals several haptophyte “mystery clades” that a...

  • Article
  • Open Access
8 Citations
3,907 Views
30 Pages

In the framework of the EU project Flooding Accident Response (FLARE), flooding mitigation on a RoPax ship was studied using different active methods to improve ship safety in damage cases leading to a hull breach and flooding. Adding active flooding...

  • Article
  • Open Access
10 Citations
5,424 Views
21 Pages

In the past few decades, huge surges and waves generated during tsunami events have caused devastating destruction to both onshore and offshore infrastructures, seriously threatening the safety and intactness of coastal communities around the world....

  • Article
  • Open Access
28 Citations
3,688 Views
20 Pages

The Autonomous Underwater Vehicle’s body attitude has a great influence on some specific underwater tasks, such as topographic prospecting, target detection, etc. Therefore, this paper investigates an improved integral sliding mode control (IIS...

  • Article
  • Open Access
3 Citations
3,339 Views
24 Pages

Comparison of Lightweight Structures in Bearing Impact Loads during Ice–Hull Interaction

  • Harsha Cheemakurthy,
  • Zuheir Barsoum,
  • Magnus Burman and
  • Karl Garme

The current study focuses on the impact loading phase characteristic of thin first year ice in inland waterways. We investigate metal grillages, fibre reinforced plastic (FRP) composites and nature-inspired composites using LS Dyna. The impact mode i...

  • Article
  • Open Access
5 Citations
3,757 Views
25 Pages

Although Northern Europe has been the target area in many regionwide geoid determination studies, the research has been land-focused, neglecting bathymetry information. With new projects, such as the Baltic Sea Chart Datum 2000, the attention is shif...

  • Review
  • Open Access
10 Citations
4,554 Views
17 Pages

Biocide vs. Eco-Friendly Antifoulants: Role of the Antioxidative Defence and Settlement in Mytilus galloprovincialis

  • Costantino Parisi,
  • Jessica Sandonnini,
  • Maria Rosaria Coppola,
  • Adriano Madonna,
  • Fagr Kh. Abdel-Gawad,
  • Emidio M. Sivieri and
  • Giulia Guerriero

Antifoulant paints were developed to prevent and reduce biofouling on surfaces immersed in seawater. The widespread use of these substances over the years has led to a significant increase of their presence in the marine environment. These compounds...

  • Article
  • Open Access
13 Citations
3,064 Views
13 Pages

For a typical pipeline-lifting deep-sea mining system, marine mining pipelines have higher requirements for steel welding. After the pipeline steel is welded, a large amount of residual stress will be generated inside the component because the heat t...

  • Article
  • Open Access
8 Citations
3,842 Views
19 Pages

Synergistic Effect of Elevated Temperature and Light Stresses on Physiology of Pocillopora acuta from Different Environments

  • Sutinee Sinutok,
  • Ponlachart Chotikarn,
  • Manasawan Saengsakda Pattaratumrong,
  • Pimrak Moungkeaw,
  • Pathompong Pramneechote and
  • Mathinee Yucharoen

Increasing levels of greenhouse gases lead to ocean warming, which affects a range of marine organisms. Corals live in a narrow temperature range and become stressed when the temperatures change. Bleaching occurs when the temperature exceeds the cora...

  • Article
  • Open Access
13 Citations
2,392 Views
11 Pages

Nautical wireless ad hoc networks are becoming increasingly popular in oceans due to their easy deployment and self-curing capability. They may alternate frequently between connected mobile ad hoc networks and partitioned opportunistic networks due t...

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J. Mar. Sci. Eng. - ISSN 2077-1312