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OCEANS '02 MTS/IEEE最新文献

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Recognition of sacrificial anodes using parallel lighting for fully automatic underwater inspection by autonomous underwater vehicles 自主水下航行器全自动水下检测中牺牲阳极的平行照明识别
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1193286
Son-cheol Yu, T. Ura, T. Sakamaki
In this paper, an automatic inspection method by AUVs (Autonomous Underwater Vehicles) is proposed. As an example, full-inspection of the bottom shell of IT Mega-Float (a very large floating artificial land which is located at Yokosuka) is addressed. The AUV moves by dead-reckoning navigation, while the position error is reset by a vision-based system using sacrificial anodes as a reference. These anodes are fitted at regular intervals to prevent corrosion of the structure. In order to identify a sacrificial anode that may also be covered with marine organisms, the parallel lighting method is proposed. Simulations of the proposed technique and field experiments have been carried out under the bottom of IT Mega-Float to demonstrate the efficiency of the proposed method.
提出了一种基于auv (Autonomous Underwater vehicle)的自动检测方法。例如,对IT Mega-Float(位于横须贺的一个非常大的浮动人工陆地)的底壳进行了全面检查。AUV通过航位推算导航移动,而位置误差由基于视觉的系统以牺牲阳极为参考进行重置。这些阳极每隔一段时间安装一次,以防止结构腐蚀。为了识别可能被海洋生物覆盖的牺牲阳极,提出了平行照明方法。在IT Mega-Float的底部进行了所提出技术的模拟和现场实验,以证明所提出方法的有效性。
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引用次数: 3
Underwater target identification using GVF snake and zernike moments 基于GVF蛇形矩和泽尼克矩的水下目标识别
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1191864
Guo Tao, M. Azimi-Sadjadi, A. Nevis
This paper is focused on the development of robust object segmentation and shape-dependent feature extraction methods for automatic water target classification and identification using electro-optical imagery data. The sensor used for acquiring the data is the Streak Tube Imaging Lidar (STIL) that offers both range and contrast images with high resolution. In this paper, the gradient vector flow (GVF) snake is employed to segment the detected objects. The snake converges to the actual object boundary and provides a closed contour of the object even when some of the edges are missing. To reduce the distortion as a result of missing edges, the union of the binary silhouettes for contrast and the range images is obtained. Zernike moments are then computed for the combined silhouette of the segmented object. These moments provide shape-dependent features with high discriminatory ability, which are invariant to object rotation, translation and size scaling in the image. This set of features is then used for target identification from the STIL imagery data. To aid discrimination of different objects with potentially similar shape dependent features, mean and variance of the contrast and range images are also computed within the closed contour and then used as additional features for classification. Then the extracted features are applied to a multi-layer back-propagation neural network (BPNN) that performs target classification/identification. Different neural network structures are tried to determine the optimum classifier. The effectiveness of the developed algorithms is demonstrated on several data sets and the corresponding confusion matrices are also developed.
本文主要研究了基于光电图像数据的水目标自动分类识别的鲁棒目标分割和形状相关特征提取方法。用于获取数据的传感器是条纹管成像激光雷达(STIL),它提供高分辨率的距离和对比度图像。本文采用梯度矢量流(GVF)蛇形分割检测目标。蛇收敛到实际的物体边界,并提供一个封闭的轮廓的对象,即使一些边缘缺失。为了减少边缘缺失造成的畸变,实现了二值轮廓与距离图像的结合。然后计算被分割对象的合并轮廓的泽尼克矩。这些矩提供了具有高度区分能力的形状相关特征,对图像中物体的旋转、平移和大小缩放不影响。然后将这组特征用于从静止图像数据中识别目标。为了帮助区分具有潜在相似形状依赖特征的不同物体,还在封闭轮廓内计算对比度和距离图像的均值和方差,然后将其用作分类的附加特征。然后将提取的特征应用到多层反向传播神经网络(BPNN)中进行目标分类/识别。尝试了不同的神经网络结构来确定最优分类器。在多个数据集上验证了所开发算法的有效性,并开发了相应的混淆矩阵。
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引用次数: 7
Comparison of current meters in a coastal environment 沿海环境中流速计的比较
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1192058
R. Rowsell, M. G. Skafel
As part of an in-house assessment of the quality of data collected by 3 different types of current meters routinely used at the National Water Research Institute (NWRI), a comparison deployment was undertaken. During the fall and winter of 2001-2002, two single-point current meters (a Nobska MAVS-3SL and a Sontek Hydra) and an acoustic Doppler current meter (RD Instruments 1200 kHz Workhorse ADCP Waves Array) were deployed in the southwest end of Lake Ontario. All 3 units were deployed on bottom mounted support frames within 100 metres of each other in 12 metres of water. The single-point devices measured approximately one metre off the bottom and the lowest bin of the ADCP was 0.5 metres higher in elevation. Ambient water temperatures ranged from approximately 2.5 to 11 /spl deg/C over the deployment period. Mean currents for each system compared favourably. Analysis of the individual components of velocity indicated a good comparison between the single-point current meters but the agreement with the two lowest ADCP bins was not as good. Short-term (single burst) velocity spectra from the MAVS and the Hydra showed good agreement during significant events. However, during quiet periods, the Hydra spectra had a fairly high noise floor, probably due to the reduced number of reflecting particles in the water. Comparison of directional wave data between the three sensor types showed good agreement of the characteristic wave height and fair to good agreement of the peak period and the peak direction.
作为对国家水研究所(NWRI)常规使用的三种不同类型的电流表收集的数据质量进行内部评估的一部分,进行了比较部署。在2001-2002年的秋季和冬季,在安大略湖的西南端部署了两个单点电流计(Nobska MAVS-3SL和Sontek Hydra)和一个声学多普勒电流计(RD Instruments 1200 kHz Workhorse ADCP波阵列)。所有三个单元都部署在底部安装的支撑框架上,在12米深的水中,彼此相距100米。单点装置的测量距离底部约一米,而ADCP的最低桶高0.5米。在整个部署期间,环境水温范围约为2.5至11 /spl℃。每个系统的平均电流比较有利。对流速各分量的分析表明,单点电流计之间的比较效果很好,但与两个最低ADCP箱的一致性不太好。来自MAVS和Hydra的短期(单次爆发)速度谱在重大事件中显示出很好的一致性。然而,在安静时期,Hydra光谱具有相当高的噪声底,可能是由于水中反射颗粒数量减少。三种传感器测向波数据的对比表明,三种传感器测向波的特征波高吻合较好,峰值周期和峰值方向吻合较好。
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引用次数: 4
Underwater partial polarization signatures from the SHallow water Real-time IMaging Polarimeter (SHRIMP) 浅水实时成像偏振仪(SHRIMP)水下部分偏振特征
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1191863
J.S. Taylor, P.S. Davis, L. B. Wolff
Research has shown that naturally occurring light outdoors and underwater is partially linearly polarized. The polarized component can be combined to form an image that describes the polarization of the light in the scene. This image is known as the degree of linear polarization image or partial polarization image. These naturally occurring polarization signatures can provide a diver or an unmanned underwater vehicle with more information to detect, classify and identify threats such as obstacles and/or mines in the shallow water environment. The SHallow water Real-time IMaging Polarimeter (SHRIMP), recently developed under sponsorship of Dr. Tom Swean at the Office of Naval research (Code 321OE), can measure underwater partial polarization imagery. This sensor is a passive, three-channel device that simultaneously measures the three components of the Stokes vector needed to determine the partial linear polarization of the scene. The testing of this vector has been completed and the data has been analyzed. This paper presents performance results from the field-testing and quantifies the gain provided by the partial polarization signature of targets in the very shallow water and surf zone regions.
研究表明,户外和水下的自然光线部分呈线偏振。偏振分量可以组合形成描述场景中光的偏振的图像。这种图像称为线偏振度图像或部分偏振度图像。这些自然发生的极化特征可以为潜水员或无人水下航行器提供更多信息,以检测、分类和识别浅水环境中的障碍物和/或地雷等威胁。最近在海军研究办公室Tom Swean博士(代码321OE)的赞助下开发的浅水实时成像偏振仪(SHRIMP)可以测量水下部分偏振图像。该传感器是一个无源的三通道设备,可以同时测量Stokes矢量的三个分量,以确定场景的部分线性偏振。该病媒的检测已经完成,数据已经分析。本文给出了现场测试的性能结果,并量化了极浅水和冲浪区目标的部分极化特征所提供的增益。
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引用次数: 7
Multi-aspect discrimination of underwater mine-like object objects using hidden Markov models 基于隐马尔可夫模型的水下类水雷目标多向识别
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1193246
J. Salazar, M. Robinson, M. Azimi-Sadjadi
The problem of classification of underwater targets involves discrimination between mine-like and non-mine-like objects as well as the characterization of background clutter. To improve performance of a given classifier, usually multiple aspects will be fused together in some fashion. In this work, a Hidden Markov Model (HMM) is used to make the overall decision. The HMM is a very powerful tool for using multiple observations to make a decision, as no decision is made until all the evidence is presented. In the past several years, much attention has been given in the area of automatic speech recognition to using multilayer perceptron (MLP) networks for estimating certain probabilities in the HMM framework. Several approaches are taken to this MLP/HMM idea in this paper and the results are compared. The test results presented are obtained on a wideband acoustic backscattered data set collected using four different objects with 1 degree of aspect separation for two different bottom (smooth and rough) conditions.
水下目标的分类问题涉及到类雷目标与非类雷目标的区分以及背景杂波的表征。为了提高给定分类器的性能,通常会以某种方式将多个方面融合在一起。在这项工作中,使用隐马尔可夫模型(HMM)来进行总体决策。HMM是一个非常强大的工具,可以使用多个观察结果来做出决定,因为只有在提供所有证据之前才会做出决定。近年来,在自动语音识别领域,利用多层感知器(MLP)网络来估计HMM框架下的特定概率受到了广泛的关注。本文采用了几种方法来实现MLP/HMM思想,并对结果进行了比较。本文给出的测试结果是在一个宽带声学后向散射数据集上获得的,该数据集使用四个不同的物体,在两种不同的底部(光滑和粗糙)条件下,具有1度的方向分离。
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引用次数: 3
Projection and mosaicking of real data gathered with a front-scan sonar system 投影和拼接的真实数据收集与前扫描声纳系统
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1192013
S. Repetto, M. Palmese, A. Trucco
This paper describes methods for arranging acoustic images of the seafloor by projecting and interpolating data gathered with a novel front-scan sonar system. Two different projection methods have been devised: a simpler analytical solution and a more precise ray-tracing approach. In this paper, the ray-tracing approach will be investigated with special attention on the theoretical and practical difficulties arising out of the innovative application of a front-scan sonar system to seafloor imaging. In particular, specific strategies have been devised to minimize the number of acoustic rays necessary to provide a good matching with all the samples (differing in time and steering angle) acquired by the sonar systems. To exploit the projection results in order to obtain an image defined over a dense grid of pixels, an innovative interpolation algorithm, based on the generation of virtual beam signals (only where necessary) has been got ready. The proposed projection and interpolation methods have been tested, and comparisons have been made, using real data gathered with the front-scan sonar prototype during trials at sea. The joint application of the ray-tracing projection approach and the virtual-beams interpolation technique allows one to generate high-quality images, which can be merged to create a mosaic seafloor image. The precision and quality of the resulting mosaics confirm the high degree of effectiveness of the methods proposed in this paper to project acoustic data and interpolate single images.
本文介绍了一种新型的前扫描声呐系统,通过投影和插值收集到的数据来排列海底声图像的方法。人们设计了两种不同的投影方法:一种更简单的分析方法和一种更精确的光线追踪方法。本文将对射线追踪方法进行研究,并特别关注前扫描声纳系统在海底成像中的创新应用所带来的理论和实践困难。特别是,已经制定了具体的策略,以尽量减少声射线的数量,以提供与声纳系统获得的所有样本(不同的时间和转向角度)的良好匹配。为了利用投影结果来获得在密集像素网格上定义的图像,一种基于生成虚拟波束信号(仅在必要时)的创新插值算法已经准备就绪。利用前扫描声呐原型机在海上试验中收集的真实数据,对所提出的投影和插值方法进行了测试和比较。射线跟踪投影方法和虚拟光束插值技术的联合应用可以生成高质量的图像,这些图像可以合并成马赛克海底图像。所得到的拼接的精度和质量证实了本文提出的声学数据投影和单幅图像插值方法的高度有效性。
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引用次数: 1
Modelling and observation of tropical river inflow to the coastal ocean 热带河流流入沿海海洋的模拟与观测
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1191943
S. Tabeta, I. Jones, M. Heron
River inflow brings freshwater, silt and nutrients to the coastal ocean. When there are valuable economic resources such as coral reefs adjacent to the river mouth the fate of the freshwater and the nutrients contained therein are of considerable interest. Field experiments and numerical simulations were carried out to study the plume from the Herbert River, Queensland, Australia which flows through the Hinchinbrook estuary into the Great Barrier Reef Lagoon. Ground measurements were made through spring and neap tide conditions and flood and normal river flows in 1986 and 2002. Additionally airborne remote sensing by a Scanning Low-Frequency Microwave Radiometer (SLFMR) was conducted together with the ground measurement in 2002. A numerical model of the Hinchinbrook estuary and the region 15 km offshore has also been constructed, which was used to predict the stratified flow within the estuary during periods of river flood for the 1986 and the 2002 ground truth periods. The model shows that the freshwater plume follows the coast under typical flood conditions in agreement with the Salinity Mapping flights.
河流的流入为沿海海洋带来了淡水、淤泥和营养物质。当河口附近有诸如珊瑚礁之类的宝贵经济资源时,淡水和其中所含的营养物质的命运就会引起相当大的兴趣。对澳大利亚昆士兰州赫伯特河的羽流进行了实地实验和数值模拟,该羽流流经欣钦布鲁克河口进入大堡礁泻湖。在1986年和2002年进行了春潮和小潮情况、洪水和正常河流流量的地面测量。此外,在二零零二年,我们亦使用扫描低频微波辐射计(SLFMR)进行航空遥感及地面测量。建立了Hinchinbrook河口及近海15km区域的数值模型,用于预测1986年和2002年地面真值期河口洪水期间的分层流。该模型表明,在典型的洪水条件下,淡水羽流沿着海岸移动,与盐度测绘飞行结果一致。
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引用次数: 1
Web-based data management and sharing of bottlenose dolphin photographic identification information 基于网络的宽吻海豚照片识别信息的数据管理与共享
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1191835
S. Wong, J.P. Contillo, S. Molina, B. Mase
The photo identification of bottlenose dolphins is a non-invasive technique of tracking individual animals. It can provide data on the social affiliations, habitat usage, population structure, behavior, and birth/death rates of bottlenose dolphin in a study area. The Southeast Fisheries Science Center (SEFSC) has been conducting a long-term photo-ID program in Biscayne Bay, Florida. Previously, the data were managed in a desktop database, which was limited in capability in terms of data backup, security (e.g., computer virus), access to multiple users within the organization, and information sharing among peers with data from adjacent study areas. Information sharing can enhance our knowledge on the migration, habitat association, and population structure of the animals in a larger geographic area. To improve data management and access of bottlenose dolphin photo-ID information in the SEFSC database, and to facilitate efficient data sharing with other photo-ID research groups, we have developed an Oracle database application to enable data entry, update, categorization, search, and download of dolphin photo-ID information collected by SEFSC and our partners in south Florida. The data include scanned digital photos and associated attributes. The system has multiple levels of access rights: system administrator, partners, and the general public. These users access the system through Web browsers. Routine tasks such as data backup and virus protection are managed by the Oracle database administrator, thus allowing the fisheries researchers to focus on data quality control and analysis. The system also minimizes the effort experienced by fisheries researchers to maintain the Web site because information (images and attributes) submitted to the system can be shared instantly by the designated user community.
宽吻海豚的照片识别是一种非侵入性的追踪个体动物的技术。它可以提供研究区域内宽吻海豚的社会关系、栖息地使用、种群结构、行为和出生率/死亡率等数据。东南渔业科学中心(SEFSC)一直在佛罗里达州比斯坎湾进行一项长期的照片身份证计划。以前,数据是在桌面数据库中管理的,在数据备份、安全性(如计算机病毒)、组织内多个用户的访问以及来自相邻研究区域的数据在对等体之间的信息共享方面,桌面数据库的能力有限。信息共享可以增强我们对更大地理区域内动物迁徙、栖息地关联和种群结构的认识。为了改善SEFSC数据库中宽吻海豚照片id信息的数据管理和访问,并促进与其他照片id研究小组的有效数据共享,我们开发了一个Oracle数据库应用程序,可以实现SEFSC和我们在南佛罗里达的合作伙伴收集的海豚照片id信息的数据输入、更新、分类、搜索和下载。数据包括扫描的数码照片和相关属性。系统具有不同级别的访问权限:系统管理员、合作伙伴和普通用户。这些用户通过Web浏览器访问系统。数据备份和病毒防护等日常任务由Oracle数据库管理员管理,从而使渔业研究人员能够专注于数据质量控制和分析。该系统还最大限度地减少了渔业研究人员维护网站的工作量,因为提交给该系统的信息(图像和属性)可以由指定的用户社区立即共享。
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引用次数: 0
An implementation plan for renewal of the National Academic Research Fleet 国家学术研究舰队更新实施方案
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1191902
A. Desilva, L. Atkinson, J.M. Prince
The National Academic Research Fleet is widely regarded as the most capable fleet in the world. Each year this fleet of vessels supports approximately 500 oceanographic research cruises in the waters surrounding the US as well as the global oceans. The Fleet consists of 27 ships ranging in size form 66 feet to 297 feet. Many of these ships entered service in the 1970s and early 1980s. In the next decade these ships will be approaching their projected retirement dates. Without ship replacement, projections indicate that by 2009 there will be a shortage of research ships. The Federal Oceanographic Facilities Committee (FOFC) report, Charting the Future for the National Academic Research Fleet (12/01), provides specific recommendations for fleet retirement and renewal. The process for implementing fleet renewal must begin now. The University-National Oceanographic Laboratory System (UNOLS) is the primary forum for planning and advice by the academic community regarding the facilities supporting ocean science research. Within UNOLS, the Fleet Improvement Committee (FIC) works to assure the continuing excellence of the UNOLS fleet and to assure that the number, mix and overall capability of the ships in the UNOLS fleet match the science requirements of the U.S. academic oceanographers. Renewal of the research fleet id FIC's highest priority. In the coming years, UNOLS along with the federal agencies will work together on implementation of a plan for fleet renewal. Past ship construction efforts have taken as long as ten years, planning must begin now to ensure that the facilities needed for future oceanographic research programs will be available. FIC has drafted a roadmap for implementing fleet renewal. The roadmap outlines the various design steps, responsibilities and timelines recommended for ship design and construction. Designing a fleet for the future that can accommodate the multidisciplinary projected research needs of a diverse community of scientists can be challenging. The roadmap outlines a strategy for a focused approach that ensures community involvement at all design stages. The implementation plan begins with the establishment of science mission requirements. Sea-going scientists who will ultimately use the platforms must define these requirements. The roadmap identifies the need for design feasibility checks and cost estimates for both construction and operation. It will allow consideration of new technologies and various hull forms. This paper will describe FIC's recommended roadmap for fleet renewal. It will focus in the process for developing science mission requirements and efforts currently underway within UNOLS.
国家学术研究舰队被广泛认为是世界上最有能力的舰队。每年,这支船队在美国周围水域以及全球海洋支持大约500次海洋研究巡航。舰队由27艘船组成,尺寸从66英尺到297英尺不等。许多这些舰艇在1970年和1980年早期进入服役。在接下来的十年里,这些舰艇将接近它们预计的退役日期。如果不更换舰船,预计到2009年,科考船将出现短缺。联邦海洋设施委员会(FOFC)的报告《绘制国家学术研究船队的未来》(12/01)为船队退役和更新提供了具体建议。执行舰队更新的进程必须从现在开始。大学-国家海洋学实验室系统(UNOLS)是学术界就支持海洋科学研究的设施进行规划和提供咨询意见的主要论坛。在联索行动内部,船队改进委员会(FIC)致力于确保联索行动船队的持续卓越,并确保联索行动船队中船舶的数量、组合和整体能力符合美国学术海洋学家的科学要求。更新研究船队是FIC的最高优先事项。在今后几年中,联卢特派团将与联邦机构共同努力执行一项机队更新计划。过去的船舶建造工作花费了长达十年的时间,现在必须开始规划,以确保未来海洋学研究项目所需的设施可用。FIC已起草了实施机队更新的路线图。该路线图概述了船舶设计和建造的各种设计步骤、责任和时间表。为未来设计一支能够适应不同科学家群体的多学科研究需求的舰队可能是一项挑战。该路线图概述了一种确保社区参与所有设计阶段的重点方法的策略。实施计划从科学任务要求的确立开始。最终使用这些平台的航海科学家必须明确这些要求。该路线图确定了对建设和运营的设计可行性检查和成本估算的需求。它将允许考虑新技术和各种船体形式。本文将描述FIC推荐的机队更新路线图。它将把重点放在制定科学任务要求的进程和联索特派团目前正在进行的努力上。
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引用次数: 0
Field measurement on the comfort level of acoustic environment in coastal zone 海岸带声环境舒适度的现场测量
Pub Date : 2002-10-29 DOI: 10.1109/OCEANS.2002.1192113
M. Katayama
Recently, waterfront areas have come to be utilized more and more by an increasing number of peoples for various purposes. Accompanying this change, various environmental problems inherent to waterfronts have surfaced in terms of the possibility of human activities in such areas, their habitability, and comfort levels in relation to humans. To develop a waterfront area as an attractive space, it is essential to ensure that the area has a comfortable natural environment. In other words, it is important to study physical factors and phenomena that greatly influence the natural environment, and human beings, are interrelated; and to compile, based on study findings, necessary concepts and techniques for realizing waterfront areas that are urban environments highly compatible with human activities. From this perspective, field measurements were conducted to establish the characteristics of wave sound at various waterfront locations, in terms of the comfort level of the acoustic environment. In front of the embankment of a final disposal site for industrial wastes developed as reclaimed land in Kitakyushu City, Japan, natural rocks were installed instead of artificial wave dissipating concrete blocks, in consideration of not only effectiveness in dissipating wave energy but also landscape. Measurements and questionnaire surveys were conducted for comparison of the fundamental characteristics of wave sounds at various types of waterfronts. It was found that not only a more natural sounding acoustic environment but also effective dissipation of wave energy similar to the characteristics of a natural coast could be achieved by placing natural rocks in front of an artificial embankment.
近年来,越来越多的人为了各种目的越来越多地利用滨水地区。伴随着这一变化,滨水地区固有的各种环境问题也浮出水面,包括人类活动在这些地区的可能性、可居住性和与人类相关的舒适度。要把海滨地区发展成一个有吸引力的空间,必须确保该地区拥有舒适的自然环境。换句话说,重要的是要研究那些对自然环境有很大影响的物理因素和现象,它们与人类是相互关联的;并根据研究结果,编制必要的概念和技术,以实现与人类活动高度兼容的城市环境滨水地区。从这个角度出发,我们进行了现场测量,以确定不同滨水地点的波浪声特征,以及声环境的舒适度。在日本北九州市作为填海土地开发的工业废物最终处理场的堤岸前,考虑到不仅具有消散波浪能的效果,而且还考虑到景观,安装了天然岩石而不是人工消波混凝土块。我们进行了测量和问卷调查,以比较不同类型滨水岸线的波浪声的基本特征。研究发现,在人工堤防前放置天然岩石不仅可以获得更自然的探测声环境,而且可以获得与自然海岸相似的波能有效耗散的特性。
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引用次数: 3
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OCEANS '02 MTS/IEEE
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