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Algorithm Development for Quality Control of RangeFinder Wave Time Series Data at Ocean Research Station 海洋科考站测距仪波浪时间序列数据质量控制算法研究
Pub Date : 2022-07-30 DOI: 10.20481/kscdp.2022.9.3.171
Yejin Hwang, K. Do, Jin-Yong Jeong, Eunju Lee, Sungwon Shin
Ocean Research Station is a comprehensive ocean research infrastructure built to collect and provide real-time data with state-of-the-art observation systems. This station operates various research facilities, and the data is actively used for research in each field. In particular, since wave data is produced through the remote-sensing observation method, they are valuable as observation data. Unlike the direct observation method, they can stably collect data and store long-term observation data on severe weather. However, there is a limitation that outlier may occur due to the process of measuring and collecting data or the effects of temporary environmental changes. This study improves the remote wave data quality of MIROS RangeFinder installed at the Socheongcho Ocean Research Station using an algorithm and confirms the reliability by comparing it with the wave buoy observation data operated by the Korea Meteorological Administration. The algorithm used is a Spike removal median filter, which is applied after adjusting the conditions and variables according to the characteristics of the Socheongcho wave data. Also, we developed a new filter using a variable threshold to increase the outlier detection rate. As a result, the final algorithm shows a high outlier detection rate, but some outliers are still not removed, so improvements are required to enhance the algorithm’s performance. In addition, continuous research on the remote-sensing wave observation method is required to compensate for the limitation that the accuracy is slightly lower than that of the direct observation method.
海洋研究站是一个综合性的海洋研究基础设施,通过最先进的观测系统收集和提供实时数据。该站运营着各种研究设施,数据被积极用于每个领域的研究。特别是,由于波浪数据是通过遥感观测方法产生的,所以作为观测数据是有价值的。与直接观测方法不同,它们可以稳定地收集数据,并存储恶劣天气的长期观测数据。然而,由于测量和收集数据的过程或临时环境变化的影响,可能出现异常值,这是有局限性的。本研究利用算法提高了安装在小清草海洋研究站的MIROS RangeFinder的远程波浪数据质量,并与韩国气象局的波浪浮标观测数据进行了比较,证实了其可靠性。该算法是根据小清草波数据的特点,调整条件和变量后应用的去除尖峰中值滤波器。此外,我们还开发了一种使用可变阈值的新滤波器,以提高离群值的检测率。因此,最终算法的离群点检测率较高,但仍有部分离群点未被去除,需要进一步改进以提高算法的性能。此外,还需要对遥感波浪观测方法进行持续研究,以弥补其精度略低于直接观测方法的局限性。
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引用次数: 0
Sensitivity Analysis of Fault Failure Parameters to the Maximum Tsunami Heights 断层失效参数对最大海啸高度的敏感性分析
Pub Date : 2022-04-30 DOI: 10.20481/kscdp.2022.9.2.123
H. Park, T. Jung
The initial waveform of the tsunami is determined by fault parameters such as the width and the length of the fault, the strike angle, the dip angle, the slip angle, the vertical distance from the seabed to the fault, and the displacement. Consequently, the tsunami run-up height is changed for various characteristics of the incoming tsunami waves. In this study, we present the analysis of the effect of fault parameters on the maximum tsunami height. The maximum tsunami height was calculated by altering the fault parameter in the tsunami numerical model and the parameter sensitivity to the maximum tsunami height was demonstrated. The depth of the fault did not significantly affect the maximum tsunami height, but the angle and the displacement are related to the maximum tsunami height. Furthermore, the strike angle and the slip angle have significant effects on the maximum tsunami height.
海啸的初始波形由断层的宽度和长度、走向角、倾角、滑移角、海床到断层的垂直距离以及位移等断层参数决定。因此,海啸的上升高度会因来袭海啸波的各种特征而改变。在本研究中,我们分析了断层参数对最大海啸高度的影响。通过改变海啸数值模型中的断层参数来计算最大海啸高度,并证明了参数对最大海啸高度的敏感性。断层深度对最大海啸高度影响不显著,但断层角度和断层位移与最大海啸高度有关。此外,走向角和滑移角对最大海啸高度有显著影响。
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引用次数: 0
A Study on the Creation of High Density Depth Contours in Coastal Waters using Spatial Analysis based on Depth and AIS Data 基于深度和AIS数据的空间分析在沿海水域创建高密度深度等高线的研究
Pub Date : 2022-04-30 DOI: 10.20481/kscdp.2022.9.2.157
Yoon-Ji Kim, Jeong-Seok Lee, Gil-Yong Kong, Ik-Soon Cho
ECDIS provides safety function related to depth and contour lines to prevent grounding of ship. However, since the most ENCs contain depth contours at intervals of 2, 5, 10, 20, 30m, it is difficult to provide precise information to users and have limitations as a function of anti-grounding. Recently, the IHO recognized this problem and recommended the production of HD(High Density) ENC that provides depth contours at 1m intervals in confined water. In this study, spatial analysis was performed based on AIS and marine accident data to determine the depth contour ranges and areas required for HD ENC production. The study area was selected near Incheon and Pyeongtaek port on the west coast of Korea and depth contour lines with 1m intervals were created based on the TIN(Triangulated Irregular Network) interpolation algorithm and DEM(Digital Elevation Model) using the water depth data of the digital nautical chart. After that, the distribution of ship’s draft was analyzed based on the AIS data, and the spatial autocorrelation analysis using marine accident data indicates the need to provide dense contour lines in the fairway of Incheon and Pyeongtaek. It is expected to HD ENC that reflects the environment of the area and the characteristics of ships can help safe navigation of ships and prevent marine accidents.
ECDIS提供了与深度和等高线相关的安全功能,以防止船舶搁浅。然而,由于大多数ENCs包含间隔为2、5、10、20和30米的深度等高线,因此很难向用户提供精确的信息,并且在防接地功能方面存在局限性。最近,IHO认识到了这一问题,并建议采用HD(高密度)ENC,在承压水中提供间隔1m的深度等高线。在本研究中,基于AIS和海上事故数据进行空间分析,以确定HD ENC生产所需的深度轮廓范围和区域。研究区域选择在韩国西海岸的仁川和平泽港附近,利用数字海图的水深数据,利用TIN(triangulation不规则网络)插值算法和DEM(Digital Elevation Model)绘制了间隔1m的深度等高线。之后,基于AIS数据分析船舶吃水分布,利用海上事故数据进行空间自相关分析,表明需要在仁川、平泽航道提供密集等高线。预计反映该地区环境和船舶特点的HD ENC将有助于船舶的安全航行和防止海上事故。
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引用次数: 2
A Study on the Improvement of Mooring Configuration through Mooring Safety Assessment for Passenger Ship Berth 客船泊位系泊安全评价改进系泊配置的研究
Pub Date : 2022-04-30 DOI: 10.20481/kscdp.2022.9.2.145
Daegun Kim, Eun-ji Kang, Ik-Soon Cho
Most of the domestic car ferries departing from Jeju Port in Korea were replaced through the construction of new ships or the introduction of new used ships starting in 2018 after the Sewol Ferry accident. Amid this trend of ship replacement, the size of passenger ship has also become larger than in the past to increase passenger sales and cargo transportation profits, but the passenger ship berth configuration at Jeju Port have not improved significantly. In this study, the current status of passenger ships at Jeju Port was investigated, and a mooring safety assessment was conducted on car ferries exceeding the design berth capacity of the pier. Risk factors of the target ship were identified through mooring safety assessment. Through the sensitivity analysis of each improvement plan, a plan to improve mooring configuration was proposed and its effect was confirmed. As a result, the in case of Arion Jeju which is berthed at No. 2 pier, improvement plan scenario case 1 to 4 from the operator’s perspective did not secure the mooring safety due to the problem of exceeding maximum traction force with the size of the mooring post. However in case of scenario case 5 of the improvement plan through the additional installation of High Height Bitt, it was analyzed that a load of about 23% or less of the breaking strength of all lines acts on the mooring line and the load of 44% or less of the maximum traction force of the mooring post acts that the mooring safety was evaluated to be secured. The results of this study are expected to be used as reference materials for the establishment of safe passenger ship berth mooring configuration and the development of guidelines for mooring a car ferry.
从“世越号”事故发生后的2018年开始,从济州岛港出发的国内汽车渡轮,大部分通过建造新船或引进新旧船而被取代。在这种换船趋势下,客船的规模也比过去更大,以增加客船销售额和货物运输利润,但济州港的客船泊位配置并没有明显改善。本研究对济州港客船现状进行调查,并对超过码头设计泊位容量的汽车轮渡进行系泊安全评价。通过对目标船舶的系泊安全评价,识别目标船舶的危险因素。通过对各改进方案的敏感性分析,提出了改进系泊构型的方案,并验证了方案的效果。因此,在2号码头停泊的“阿里安济州”号上,从经营方的角度来看,“改善方案方案1 ~ 4”的牵引力超出了系泊桩的最大牵引力,因此未能确保系泊安全。然而,在通过额外安装High Height Bitt的改进方案方案case 5的情况下,经分析,系泊线上作用的载荷约为所有缆绳断裂强度的23%及以下,系泊柱最大牵引力的44%及以下的载荷作用,评估系泊安全得到保障。研究结果可为客船安全泊位系泊配置及汽车轮渡系泊指南的制定提供参考。
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引用次数: 2
On Applicability of LS-DYNA for Collision Analysis of Drifting Objects LS-DYNA在漂流物体碰撞分析中的适用性研究
Pub Date : 2022-04-30 DOI: 10.20481/kscdp.2022.9.2.133
Tae-Gyeong Hwang, Tae-Yoo Kim, S. Choi, Chanhyun Ko, Woo-Dong Lee
The characteristics of a secondary disaster are not well known with respect to the drift-impact by storm surge or tsunami. A numerical analysis for understanding the characteristics of a secondary disaster must be capable of simulating fluid dynamics as well as structural behaviors. In this sense, a fluid-structure interaction analysis is necessary with specialized numerical model such as LS-DYNA. In this study, we numerically simulated the breakaway-drift-impact process of a container due to break waves using LS-DYNA, and additionally examined the applicability of the model. Furthermore, we investigated the validity and effectiveness of an LS-DYNA analysis through the wave pressure comparison of measured values in a hydraulic experiment and the calculated values. In the analysis of drift-impact of a container due to dam-break waves, the drift velocity had a dominant effect, which is in line with previous experiments. In the collision analysis of drifting object due to storm surge/tsunami, the LS-DYNA simulation was proven as an appropriate numerical approach in this study.
就风暴潮或海啸造成的漂移影响而言,次级灾害的特征尚不为人所知。为了理解次生灾害的特征,数值分析必须能够模拟流体动力学和结构行为。从这个意义上说,流固耦合分析是必要的,并与专门的数值模型,如LS-DYNA。本文采用LS-DYNA对破碎波作用下集装箱的分离-漂移-冲击过程进行了数值模拟,并对模型的适用性进行了检验。此外,我们还通过将水力实验的实测值与计算值进行对比,验证了LS-DYNA分析方法的有效性。在溃坝波作用下的容器漂冲分析中,漂速占主导地位,这与前人的实验结果一致。在风暴潮/海啸对漂流物的碰撞分析中,LS-DYNA模拟被证明是一种合适的数值方法。
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引用次数: 0
Numerical Simulation of Storm Waves during Typhoon Maysak and Haishen in the Korean Peninsula 台风“梅萨克”和“海神”在朝鲜半岛风暴波的数值模拟
Pub Date : 2022-01-30 DOI: 10.20481/kscdp.2022.9.1.43
Bong-Soo Son, K. Do
In this study, we simulated storm waves induced by typhoon Maysak and Haishen in the Korean peninsula by using the third-generation numerical wave model SWAN(Simulating WAves Nearshore). We used the sea-surface wind data of KMA(Korea Meteorological Agency)’s operational meteorological model RDAPS(Regional Data Assimilation Prediction System), and JMA(Japan Meteorological Agency)’s weather forecast model JMA-MSM(Meso-Scale Model) as input forcing of the numerical wave model. In addition, the wind field of the tropical cyclone was established with JTWC(Joint Typhoon Warning Center)’s best track data for the storm wave simulation. We used two different source term options, which consider other physics of energy generation by wind and dissipation by whitecapping. Validation of the simulation result was conducted over statistical analysis with the observation data from KMA and KHOA(Korea Hydrographic and Oceanographic Agency)’s buoys. As a result, the whole scenario tended to overestimate significant wave height. The simulation result by using RDAPS as input forcing outperformed the result by using JMA-MSM. It denoted that the performance of a wave model depends on the accuracy of input forcing wind. The wind field by JTWC’s best track data was not suitable compared with the meteorological numerical model. ST6 simulated the wave height higher than Komen’s source term. However, Komen's source term simulated storm waves better than ST6 in this study, and further researches under various conditions are required to evaluate ST6 for the storm waves simulation. In the simulation of wave period parameters, it was hard to estimate the accuracy of the model, and other approaches are necessary for the evaluation.
本文利用第三代数值波浪模式SWAN(simulation waves Nearshore)模拟了台风“梅萨克”和台风“海神”在朝鲜半岛引发的风暴波浪。采用韩国气象厅业务气象模式RDAPS(Regional data Assimilation Prediction System)和日本气象厅天气预报模式JMA- msm (Meso-Scale model)海面风资料作为数值波浪模式的输入强迫。此外,利用JTWC(联合台风预警中心)的最佳路径资料建立了该热带气旋的风场,进行了风暴波模拟。我们使用了两种不同的源项选项,它们考虑了风产生能量的其他物理特性和白浪的耗散。利用韩国气象厅和韩国水文海洋局浮标的观测资料进行统计分析,对模拟结果进行了验证。因此,整个情景往往高估了重要的波高。采用RDAPS作为输入强制的仿真结果优于采用JMA-MSM的仿真结果。说明波浪模型的性能取决于输入强迫风的精度。JTWC最佳路径资料所反映的风场与气象数值模式不太吻合。ST6模拟了高于Komen源项的波高。但在本研究中,Komen的源项对风暴波的模拟效果优于ST6,需要在各种条件下对ST6对风暴波模拟效果的评价进行进一步研究。在波浪周期参数的模拟中,模型的精度难以估计,需要其他方法来评估。
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引用次数: 0
A Study on Analysis Method of Sea Level Change in Korean Coastal Zone 韩国海岸带海平面变化分析方法研究
Pub Date : 2022-01-30 DOI: 10.20481/kscdp.2022.9.1.91
Su-Hyun Yang, Seung-Bae Choi, H. Ryu, Kyu-Nam Hwang
In this study, the analysis of sea level change using Lanczos filtering, a filtering method of Fourier transform, was performed. The high frequency(short period) of tide was excluded by low-pass filter of Lanczos filtering, the analysis of sea level change was carried out considering only low frequency(long period). First, all tide data provided by the Korea Hydrographic and Oceanographic Administration(KHOA) were preprocessed to delete the error value, the astronomical tide and the meteorological tide repeated in short period were excluded by Lanczos filtering. The Mean Sea Level(MSL) for each tidal station was calculated using these results, the MSL tended to rise at most point in the Korean coastal zone. And the rate of sea level change, which means annual sea level change(mm/year), was estimated and compared with previous study results. The rate of sea level change was higher than values in past study, this means that future sea level change may be greater than previous expected. The analysis method applied to this study can be effectively used to improve the accuracy of prediction of sea level change.
本文利用傅里叶变换滤波方法Lanczos滤波对海平面变化进行了分析。通过Lanczos滤波的低通滤波剔除潮汐的高频(短周期),只考虑低频(长周期)进行海平面变化分析。首先,对韩国水文海洋局(KHOA)提供的所有潮汐数据进行预处理,删除误差值,并通过Lanczos滤波剔除短周期重复的天文潮汐和气象潮汐。利用这些结果计算了各潮汐站的平均海平面(MSL),韩国沿海地区的平均海平面在大多数点呈上升趋势。估算了海平面年变化速率(mm/年),并与前人的研究结果进行了比较。海平面变化速率高于过去的研究值,这意味着未来的海平面变化可能大于以前的预期。本研究所采用的分析方法可以有效地提高海平面变化预测的精度。
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引用次数: 1
Monte Carlo Simulation of Random Waves at Finite Depth Based on the Joint Distribution of Wave Amplitude and its Associated Period in Nonlinear Random Waves of Finite Bandwidth 基于有限带宽非线性随机波振幅与周期联合分布的有限深度随机波的蒙特卡罗模拟
Pub Date : 2022-01-30 DOI: 10.20481/kscdp.2022.9.1.61
Y. Cho
This study aims to develop a new methodology to generate random waves from a joint distribution of wave amplitude and its associated period. In doing so, the wave spectrum was derived from the joint distribution of wave amplitude and associated period and compared with the Wallops spectrum, which has been most frequently referred to in the literature. Numerical simulation shows that the nonlinearity of random waves makes a significant difference in the wave spectrum. These differences are summarized by a somewhat excessive peak period of the semi-empirical wave spectrum and underestimating wave energy over the high-frequency band. These behavioral characteristics of wave spectrum derived from the joint distribution of wave amplitude and its associated period are conceived to be due to the intrinsic property of the nonlinear random waves. The rationale of this reasoning can be found in the fact that non-negligible amount of wave energy shifts to the relatively short and long period band due to the resonant wave-wave interaction as nonlinearity is getting more pronounced as widely known in the coastal engineering community after studies of Hasselmann(1967) and Phillips(1980) on the developments of wind waves. Among the differences mentioned above, an excessively high peak period can be fully predicted by recalling that the wave period is getting shortened due to the phase difference between the free mode waves among the higher-order harmonic components appearing in random waves due to resonant wave-wave interaction and the resulting destructive interaction.
本研究旨在发展一种由波幅及其相关周期的联合分布产生随机波的新方法。在此过程中,波谱由波幅和相关周期的联合分布导出,并与文献中最常提到的Wallops谱进行了比较。数值模拟结果表明,随机波的非线性对波谱有显著影响。这些差异可以概括为半经验波谱的峰值周期过高和低估了高频波段的波能。这些由波幅及其相关周期的联合分布得出的波谱行为特征被认为是由于非线性随机波的固有性质。这种推理的基本原理可以从以下事实中找到:随着非线性越来越明显,由于共振波与波的相互作用,不可忽略的波浪能量向相对较短和较长周期的波段转移,这一点在沿海工程界通过Hasselmann(1967)和Phillips(1980)对风浪发展的研究而广为人知。在上述差异中,由于共振波-波相互作用以及由此产生的破坏性相互作用,随机波中出现的高阶谐波分量之间的自由模式波之间的相位差使波周期缩短,因此可以充分预测峰值周期过高。
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引用次数: 0
An Empirical Study on the Setting and Evaluation Method of the Controlled Coastlines according to the Hard Defense of Coastal Improvement Project 基于海岸整治工程硬防御的控制海岸线设置与评价方法实证研究
Pub Date : 2022-01-30 DOI: 10.20481/kscdp.2022.9.1.1
Young-Jae Yoo, Yongho Moon, W. Park
In this study, the appropriateness of structure layout design was reviewed by conducting on empirical study on Namhangjin beach to which the hard defense was applied so that an efficient layout design could be made when the hard defense construction was applied in the future coastal improvement projects. As for the research method, the controlled coastlines was set for the target beach, the evaluation shoreline was calculated for the structure, and the accuracy was reviewed by comparing it with the shoreline survey data after the project. In the case of Namhangjin beach, the feasibility of the coastal improvement project was confirmed by this study, and improvements in the wave height transmission rate ERF calculation formula were confirmed.
本研究通过对南杭津滩涂进行硬防施工的实证研究,对结构布置设计的适宜性进行评价,以便在今后的海岸整治工程中应用硬防施工时进行有效的布置设计。研究方法为目标滩涂设定控制岸线,对结构计算评价岸线,并与工程完成后的岸线调查数据进行对比,对其精度进行审核。以南行津海滩为例,本研究证实了海岸整治工程的可行性,并确认了波高透射率ERF计算公式的改进。
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引用次数: 1
Advancements in Shoreline Variation Prediction Considering Mixed Grain Sizes
Pub Date : 2022-01-30 DOI: 10.20481/kscdp.2022.9.1.23
Yeon-Joong Kim, Joung-Woon Woo, Jong-sung Yoon
Shoreline variations occurring in sea areas are caused by the combined effect of sediment transport due to the inflow and outflow of sediment caused by waves at the left and right boundaries of the sea area and the depth of movement limit. Although many studies have been conducted to understand the characteristics of sediment transport, assessment on valid sediment run-off supplied to the sea area from mountains and rivers in sea areas with river inflow and research on the sediment budget analysis considering the topographical characteristics of South Korean sea areas are insufficient. Therefore, the establishing mitigation measures considering comprehensive viewpoints is necessary to systematically respond to various natural and anthropogenic causes. Moreover, further research related to the setting and analysis of major parameters must be conducted for improving the prediction performance as well as the evaluation system for analyzing the sediment budget, which is a quantitative evaluation index for coastline management optimized for domestic waters. This study aimed to establish a comprehensive analysis system for analyzing the sediment run-off generated in domestic sea areas and develop a shoreline model (In-MPaS model) considering mixed grain sizes for advancing sediment run-off analysis. With the observation data, the parameters necessary for the numerical analysis were set, the sensitivity of the In-MPaS model according to the particle size distribution of the sediment constituting the sea area was evaluated, and the major parameters for improving the prediction performance were analyzed. Consequently, it was found that the prediction performance of the In-MPaS model improved in terms of valid sediment run-off as well as the sediments constituting the sea area (which was assumed to have mixed grain sizes rather than a single grain size(D50). In particular, considering the topographical properties that regulate sediment transport due to the island (Deokbong Mountain) at the foreside of the river mouth bar, the shoreline prediction performance was significantly improved with the application of groins, which exhibit structurally similar performance.
海域岸线变化是由海域左右边界波浪引起的泥沙流入和流出以及运动极限深度所引起的输沙作用的综合作用造成的。虽然对输沙特征的研究较多,但对入流海域的山川有效输沙量的评估和考虑韩国海域地形特征的输沙收支分析研究较少。因此,要系统地应对各种自然和人为原因,制定综合考虑的缓解措施是必要的。此外,还需要进一步研究主要参数的设置和分析,以提高预测性能,并建立泥沙收支分析评价体系,这是针对生活水域海岸线管理优化的定量评价指标。本研究旨在建立国内海域产沙径流综合分析体系,建立考虑混合粒径的岸线模型(in - mpas模型),推进产沙径流分析。利用观测数据,设置数值分析所需参数,评价In-MPaS模型对构成海域的沉积物粒度分布的敏感性,分析提高预测性能的主要参数。结果发现,in - mpas模型在有效泥沙径流量以及构成海域的沉积物(假设其具有混合粒度而不是单一粒度)方面的预测性能有所提高(D50)。特别是考虑到河口坝前岛(德峰山)对输沙的调节地形特性,采用具有相似结构性能的腹沟可以显著提高岸线预测性能。
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引用次数: 0
期刊
Korea Society of Coastal Disaster Prevention
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