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Journal of Marine Science and Engineering, Volume 14, Issue 4

2026 February-2 - 83 articles

Cover Story: Autonomous and remotely operated vehicles (ARVs) serve multipurpose scientific investigations with integrated exploration and intervention capabilities. Haidou-1 can perform wide-area surveys and underwater sampling. However, payload changes cause severe buoyancy variations, which degrade the performance of traditional fixed-gain PID controllers. This paper presents a hybrid adaptive PID method based on Proximal Policy Optimization (PPO). It realizes online PID tuning via PPO. Experiments show that PPO-PID has faster convergence, smaller steady-state errors and smoother control signals than conventional PID and pure PPO. This work provides a practical, safe depth control solution for ARVs in complex marine missions, with its design generalizable to multi-degree-of-freedom motion control for underwater vehicles. View this paper
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Articles (83)

  • Article
  • Open Access
302 Views
18 Pages

Two-Stage Pose Estimation for AUV Visual Guidance Using PnP and Binocular Constraints

  • Xinyu Wang,
  • Miao Yang,
  • Hao Liu,
  • Yanbing Tang and
  • Perry Xiao

23 February 2026

Accurate pose estimation is crucial for reliable docking and recovery of Autonomous Underwater Vehicles (AUVs). Traditional visual-based pose estimation methods face inherent challenges: monocular methods often struggle with depth inference, and conv...

  • Article
  • Open Access
260 Views
16 Pages

23 February 2026

The Xiamen Bay area is frequently impacted by typhoons and is characterized by a complex hydrodynamic environment. The combined action of waves, currents, and storm surges threatens the construction of the Third Eastern Link. Traditional design metho...

  • Article
  • Open Access
242 Views
21 Pages

Numerical Modeling of Vegetation Influence on Tsunami-Induced Scour Mechanisms

  • Xiaosheng Ji,
  • Jiufeng Ji,
  • Ying-Tien Lin,
  • Dongrui Han,
  • Ningdong You,
  • Yong Liu and
  • Yingying Fan

22 February 2026

Tsunami-induced scour around coastal embankments and nearshore structures is a primary cause of structural instability and failure. However, the hydrodynamic mechanisms by which coastal vegetation mitigates this scour remain insufficiently understood...

  • Article
  • Open Access
265 Views
32 Pages

22 February 2026

High-resolution marine gravity fields are critical for interpreting seafloor structure, investigating marine geodynamics, and enabling gravity-aided navigation. However, sparse shipborne observations, heterogeneous multi-source geodetic datasets, and...

  • Article
  • Open Access
236 Views
20 Pages

22 February 2026

The study addresses trajectory tracking control for underactuated vessels with uncertain backlash-type hysteresis. First, an improved practical L1-based guidance strategy is developed by embedding the L1 mechanism into the virtual ship framework to e...

  • Article
  • Open Access
281 Views
16 Pages

Analysis of Seepage Effects on Seabed Slope Stability Under Earthquake Loading

  • Xuesheng Qian,
  • Pan Liu,
  • Yuping Yang,
  • Shufeng Bao,
  • Jinwen Zhang and
  • Jingping Xu

22 February 2026

To find out the combined effect of seismic action, seepage, and sandy and argillaceous interlayers on the seabed slope stability, the safety factors of seabed slopes, which include sandy and argillaceous interlayers, under different hydraulic gradien...

  • Article
  • Open Access
235 Views
23 Pages

Occlusion-Robust Swarm Motion via Pheromone-Modulated Orientation Change

  • Liwei Xuan,
  • Mingyong Liu,
  • Guoyuan He and
  • Zhiqiang Yan

22 February 2026

Effective collective motion hinges on the seamless transfer of local information, yet vision-based mechanisms, while potent for generating rapid consensus, are inherently fragile. Visual links can be severed instantly by occlusions, leading to a phen...

  • Article
  • Open Access
383 Views
27 Pages

22 February 2026

For the first time in the bay of Annaba (Southern Mediterranean), we studied the spatiotemporal distribution of potentially toxic benthic dinoflagellates: Ostreopsis cf. ovata, Prorocentrum lima, Coolia monotis, and Amphidinium carterae, hosted by th...

  • Article
  • Open Access
457 Views
11 Pages

Sea Ice and Whales from Space: The Feasibility of Using Satellite Imagery for Monitoring Beluga Whales in Winter

  • Jordan B. Stewart,
  • Cortney A. Watt,
  • Amanda M. Belanger,
  • Marianne Marcoux and
  • Bryanna A. H. Sherbo

21 February 2026

Very-high-resolution (VHR) satellite imagery has expanded the scale at which researchers can monitor marine mammals in remote regions and improved monitoring efforts in data-deficient areas. Relatively little is known about beluga whale (Delphinapter...

  • Review
  • Open Access
646 Views
38 Pages

Digitalisation of Shipyard Production Planning: A Review of Simulation, Optimisation, AI, and Digital Twin Methods (2010–2025)

  • Amir Bordbar,
  • Mina Tadros,
  • Amin Nazemian,
  • Myo Zin Aung,
  • Konstantinos Georgoulas,
  • Panagiotis Louvros and
  • Evangelos Boulougouris

21 February 2026

Digitalisation is reshaping shipyard production, yet its methodological foundations remain fragmented across simulation, optimisation, Artificial Intelligence (AI), and Digital Twin (DT) research streams. This paper presents a domain-specific methodo...

  • Article
  • Open Access
295 Views
26 Pages

Mechanistic Links Between Suspended Sediment Dynamics and Metal Partitioning Under Tidal Forcing: A Case Study of Quanzhou Bay

  • Yanbin Fan,
  • Yunhai Li,
  • Yunpeng Lin,
  • Shangshang Yang,
  • Zhijie Chen,
  • Xiang Cao,
  • Chenyang Wang,
  • Shanshan Zhang,
  • Jinzeng Jiang and
  • Kaichao Wan
  • + 1 author

21 February 2026

The coupling of physical transport and phase-transfer processes represents a fundamental mechanism governing metal cycling in estuarine systems under tidal oscillations. Taking Quanzhou Bay as a model system, we conducted continuous observations and...

  • Article
  • Open Access
245 Views
22 Pages

21 February 2026

This paper proposes an integrated finite-time relative-threshold event-triggered control (FTRTETC) framework for unmanned surface vehicle (USV) formations under input saturation and unknown time-varying external disturbances. Firstly, a scheme of USV...

  • Article
  • Open Access
336 Views
24 Pages

Real-Time Wire Rope Inclination Detection Using YOLOv9-Based Camera–LiDAR Fusion for Overhead Cranes

  • Anh-Hung Pham,
  • Ga-Eun Jung,
  • Xuan-Kien Mai,
  • Byeong-Soo Go and
  • Seok-Ju Lee

20 February 2026

Safe and efficient cargo handling is essential in modern port logistics, where overhead cranes are widely used to move containers, bulk materials, and heavy equipment. Accurate real-time measurement of wire rope inclination is critical for preventing...

  • Article
  • Open Access
260 Views
31 Pages

Research on Dynamic Monitoring of Seawater Intrusion Based on Electrical Resistivity Tomography Technology

  • Qingtao Bu,
  • Siyu Zhai,
  • Derui Sun,
  • Yigui Chen,
  • Meijun Xu,
  • Mingyue Zhao,
  • Xiaoxi Yu,
  • Wengao Zhao and
  • Shuang Peng

20 February 2026

Electrical Resistivity Tomography (ERT) has proven to be a highly sensitive geophysical method for characterizing the dynamics of seawater intrusion. This study uses tank experiments to simulate seawater intrusion, utilizing electrical resistivity to...

  • Article
  • Open Access
256 Views
26 Pages

20 February 2026

Coastal ecological restoration is a key approach to enhancing ecosystem resilience; however, the stage-wise evolution of restoration outcomes and the underlying driving mechanisms remain insufficiently quantified. Using Qingdao City as the study area...

  • Article
  • Open Access
260 Views
19 Pages

19 February 2026

Submarine cables are critical components for power transmission in offshore wind farms, making their condition monitoring paramount for ensuring operational reliability. Addressing unclear strain transfer and underdeveloped Brillouin optical time-dom...

  • Article
  • Open Access
337 Views
10 Pages

19 February 2026

Cleaning, the removal of parasites and dead tissue from clients, is common in the Sea. Reef-based cleaning stations are visited by many fish clients, some by both resident and visitor pelagic species, while others are visited solely by resident speci...

  • Article
  • Open Access
275 Views
13 Pages

Balancing Accuracy and Speed: Improved D-FINE for Real-Time Ocean Internal Wave Detection

  • Lu Yu,
  • Yanping Tian,
  • Jie Chen,
  • Cheng Chi,
  • Tingting Li and
  • Jianwei Li

19 February 2026

Ocean internal waves (IWs), induced by density stratification and fluid perturbations, are significant oceanic phenomena prevalent across global oceans, profoundly impacting marine environments and engineering safety. Although one-stage object detect...

  • Article
  • Open Access
346 Views
19 Pages

Simulation-Based Energy Optimization Through Maneuvering Prediction for Complex Passenger Ships: Results from the SimPleShip-SigMa Project

  • Georg Finger,
  • Michael Gluch,
  • Michael Baldauf,
  • Gerd Milbradt,
  • Sandro Fischer and
  • Matthias Kirchhoff

18 February 2026

The decarbonization of shipping and the transformation towards digitally assisted or automated ship operation require new methods to analyze, predict, and optimize energy demand during maneuvering. The SimPleShip-SigMa sub-project of Hochschule Wisma...

  • Article
  • Open Access
347 Views
18 Pages

18 February 2026

Submarine structures are typically classified into pressure hulls and non-pressure hulls. The pressure hull is a critical component designed to withstand external pressure at operational depths while ensuring internal structural integrity. It is gene...

  • Article
  • Open Access
266 Views
17 Pages

18 February 2026

This study numerically investigates the piezoelectric behavior of a hydrofoil under vortex-induced excitation. The fluid field, characterized by a Kármán vortex street forming around the hydrofoil, is solved using the finite volume meth...

  • Article
  • Open Access
310 Views
40 Pages

System-Level Optimization of AUV Swarm Control and Perception: An Energy-Aware Federated Meta-Transfer Learning Framework with Digital Twin Validation

  • Zinan Nie,
  • Hongjun Tian,
  • Yijie Yin,
  • Yuhan Zhou,
  • Wei Li,
  • Yang Xiong,
  • Yichen Wang,
  • Zitong Zhang,
  • Yang Yang and
  • Shijie Huang
  • + 2 authors

18 February 2026

Deep-sea exploration increasingly relies on Autonomous Underwater Vehicles (AUVs) to enable persistent, wide-area surveying in harsh and uncertain environments. In practice, however, deployments are constrained by tight energy budgets and bandwidth-l...

  • Article
  • Open Access
287 Views
22 Pages

A Systematic Evaluation of CNN Configurations for Multiclass Oil Spill Classification in Hyperspectral Images

  • María Gema Carrasco-García,
  • Javier González-Enrique,
  • Juan Jesús Ruiz-Aguilar,
  • Alberto Camarero-Orive,
  • David Elizondo and
  • Ignacio J. Turias Domínguez

18 February 2026

Oil spills represent a severe threat to aquatic ecosystems, requiring rapid and reliable detection methods to support environmental response. Hyperspectral imaging (HSI) offers high spectral resolution for distinguishing hydrocarbon types, but its ef...

  • Article
  • Open Access
368 Views
22 Pages

Hydrodynamic and Trim Analysis of a Dihedral Bulbous Bow on a Longliner Hull

  • Héctor Rubén Díaz Ojeda,
  • Yifu Zhang,
  • Stephen Turnock and
  • Francisco Pérez Arribas

17 February 2026

This study evaluates the hydrodynamic performance of a displacement-type FAO longliner fishing vessel fitted with a surface-piercing dihedral bulbous bow. Unlike conventional submerged bulbs, this configuration partially emerges at the free surface....

  • Review
  • Open Access
319 Views
27 Pages

Development Status and Trend Analysis of Kelp Harvesting Devices in China

  • Yang Hong,
  • Longfei Lu,
  • Zhihao Zhang,
  • Ye Zhu,
  • Meng Yang,
  • Tao Jiang and
  • Zhixin Chen

17 February 2026

China has assumed a leadership position in global kelp cultivation and export. However, the kelp harvesting process in China still relies primarily on manual labor, with only limited adoption of semi-mechanized devices. This dependence results in sub...

  • Article
  • Open Access
350 Views
22 Pages

16 February 2026

This study investigates the combustion and emission characteristics of a marine low-speed two-stroke engine using diesel-ignited ammonia dual direct injection. Using a validated 3D CFD model, the impact of ammonia blending ratios (Ra) was systematica...

  • Article
  • Open Access
267 Views
31 Pages

16 February 2026

Unconsolidated sandstone reservoirs, particularly in offshore and marine environments, are highly susceptible to sand production, which leads to flow-capacity degradation, plugging evolution, sand-retention instability, and erosion–corrosion da...

  • Article
  • Open Access
273 Views
18 Pages

16 February 2026

Blade pitch control is one of the most important control systems for a wind turbine: blade pitch controller malfunction can lead to increased vertical bending moment at the tower base, which may result in structural failure. This study investigated t...

  • Article
  • Open Access
322 Views
26 Pages

16 February 2026

The accurate prediction of signal strength plays an important role in estimating radio signal quality, thus forming the essential foundation for the planning, optimization, and reliable operation of modern wireless network systems. This paper propose...

  • Article
  • Open Access
298 Views
17 Pages

15 February 2026

The simulation accuracy of triaxial tests for oversolidated clay in transient finite element analysis is affected by soil constitutive model, permeability coefficient, overconsolidation ratio, shear rate and mesh size. This study introduces the conce...

  • Article
  • Open Access
319 Views
23 Pages

Structural Model Updating Method of Medium-Deep Water Jacket Platform Based on Sensitivity Clustering

  • Zongfeng Zhang,
  • Shuqing Wang,
  • Liang Wang,
  • Jingze Ma,
  • Tongyan Cheng,
  • Zepeng Zheng and
  • Yufeng Jiang

15 February 2026

As offshore oil and gas exploration extends into deeper waters and platforms operate over extended service lives, accurate and timely structural health monitoring of deepwater jacket platforms becomes increasingly critical. Rapid construction of a hi...

  • Article
  • Open Access
339 Views
30 Pages

15 February 2026

To meet the design and evaluation requirements of underwater vision-based docking localization, a Webots-based simulation platform for Autonomous Underwater Vehicle (AUV) visual docking localization was designed and implemented to address the high co...

  • Article
  • Open Access
423 Views
31 Pages

15 February 2026

To meet the development requirements of the path planning unit for unmanned underwater vehicles (UUVs), research is conducted on UUV 3D obstacle avoidance path planning algorithms and software design. Firstly, aiming at the problem of underwater 3D o...

  • Article
  • Open Access
308 Views
21 Pages

15 February 2026

Active substance-based Ballast Water Management Systems (BWMS) can generate disinfection by-products (DBPs) by reacting with dissolved organic matter (DOM). However, current IMO G9-based assessments often overlook qualitative DOM variations. This stu...

  • Article
  • Open Access
265 Views
21 Pages

15 February 2026

Frequency diverse array (FDA) sonar achieves a range- and azimuth-dependent transmit beam by applying a small frequency increment to each transmitting element. However, beam position is difficult to control due to range–azimuth coupling and tim...

  • Article
  • Open Access
403 Views
15 Pages

15 February 2026

The global transition of offshore wind energy into deep-water environments necessitates precise modeling of the complex, nonlinear dynamic responses of floating offshore wind turbines (FOWTs) to stochastic loads. Traditional industry-standard simulat...

  • Article
  • Open Access
265 Views
18 Pages

14 February 2026

To address dynamic positioning (DP) challenges encountered by ships navigating amid unknown model parameters, environmental disturbances, and input saturation, this study proposes a nonlinear gains recursive sliding mode (RSM) DP control law. Within...

  • Article
  • Open Access
273 Views
15 Pages

Estimating the Target Strength of Sardine (Sardinops sagax) as a Function of Swimming Orientation

  • Geunchang Park,
  • Jiyeon Kim,
  • Hyunsuk Yoon,
  • Seokgwan Choi and
  • Kyounghoon Lee

14 February 2026

The swimming tilt angle of fish is one of the key factors influencing the estimation of target strength (TS). Therefore, understanding how TS varies with changes in swimming tilt angle is essential. This study employed the Kirchhoff-ray-mode (KRM) mo...

  • Article
  • Open Access
317 Views
16 Pages

A Soft Bionic Pectoral Fin Actuated by a Series of Differential Gear Units

  • Chaowu Sheng,
  • Liwen Nan,
  • Qiaoling Gao,
  • Jiawang Chen,
  • Peng Zhou,
  • Han Ge and
  • Haocai Huang

14 February 2026

The bionic pectoral fin serves as the primary propulsion component of ray-inspired robots. In our previous research, a motion equation was proposed for the real pectoral fin, which can be modeled as a series of NACA airfoil-shaped cross-sections dist...

  • Review
  • Open Access
245 Views
13 Pages

14 February 2026

The development of increasingly more accurate computational methods is a primary research focus in ship hydrodynamics and fluid mechanics. However, reliable, robust, efficient, easy-to-apply ‘simple’ computational tools that account for d...

  • Review
  • Open Access
502 Views
36 Pages

14 February 2026

Measuring water motion is essential for oceanography, coastal engineering, and marine environmental monitoring. A wide range of sensing technologies is used to quantify water velocity, wave motion, and flow dynamics, each suited to specific spatial a...

  • Article
  • Open Access
333 Views
17 Pages

Evaluation of Wave Attenuation Performance of an Ecological Submerged Breakwater in the Sheyang Coastal Zone, Jiangsu Province, China

  • Yanbin Fan,
  • Xiaofei Zhang,
  • Aijun Wang,
  • Wanqing Pang,
  • Zhenkun Lin,
  • Xiang Ye and
  • Kai Ouyang

14 February 2026

Under the combined pressures of natural variability and human activities, the area of tidal flats has been gradually decreasing, with most muddy coasts experiencing varying degrees of erosion. The central coast of Jiangsu Province, a world-renowned r...

  • Article
  • Open Access
319 Views
27 Pages

An Intelligent Ship Route Planning Method Based on the NRRT Algorithm

  • Tie Xu,
  • Peiqiang Qin,
  • Tengdong Wang and
  • Qinyou Hu

14 February 2026

In the context of global efforts to promote energy conservation and emission reduction, geopolitical conflicts have intensified the challenges of mitigating marine climate change, posing increasingly severe economic and climatic pressures on the ship...

  • Article
  • Open Access
260 Views
21 Pages

14 February 2026

Efficient development of marine natural gas hydrates (NGHs) remains challenging. Employing depressurization combined with complex structured wells and reservoir stimulation techniques is one of the key approaches to enhancing production. This study a...

  • Article
  • Open Access
341 Views
14 Pages

13 February 2026

Complex climate change exacerbates variability in bottom oxygen availability, posing serious threats to aquatic ecosystems. This study investigates the interrelationships among meteorological, thermocline, oxycline variables, and the Kjeldahl nitroge...

  • Article
  • Open Access
347 Views
18 Pages

13 February 2026

The accurate remote sensing retrieval of chlorophyll-a (Chla) concentrations in highly turbid estuarine waters remains challenging due to complex optical conditions. In this study, a small sample machine learning-based retrieval framework tailored fo...

  • Article
  • Open Access
328 Views
23 Pages

12 February 2026

Maritime target detection under complex adverse weather conditions (e.g., fog, rain, and low light) is crucial for Unmanned Surface Vehicle (USV) navigation. However, achieving high detection accuracy and efficiency remains challenging due to coupled...

  • Article
  • Open Access
339 Views
31 Pages

12 February 2026

Autonomous navigation of underwater vehicles in infrastructure-limited environments presents persistent challenges due to the constraints of traditional acoustic positioning systems. Sparse long baseline (sparse LBL) navigation, which relies on a min...

  • Article
  • Open Access
341 Views
30 Pages

12 February 2026

The foldable quadcopter unmanned aerial vehicle (UAV), transported by an autonomous underwater vehicle (AUV) and launched subaquatically, represents cutting-edge technology for expanding ocean-sensing capabilities. However, its launch stability is se...

  • Article
  • Open Access
257 Views
24 Pages

12 February 2026

This study employs direct numerical simulation (DNS), combined with the Cartesian cut-cell method and quadtree adaptive mesh refinement, to systematically investigate the effects of surface roughness on the flow past a cylinder. The varying surface r...

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