空间分辨率对海岸线时空演变遥感分析的影响——以渤海湾为例

文章针对中低分辨率遥感影像难以提取海岸线中小尺度变化的实际问题,以渤海湾为例,利用2010—2020年SPOT5、GF-1/6、ZY-3等高分辨率遥感影像,采用数字海岸线分析和分形维数方法获取渤海湾海岸线位置变迁速率和复杂度变化过程;针对目前渤海湾海岸线变迁分析研究多基于中低分辨率遥感影像的问题,结合同时期的Landsat影像,分析遥感影像空间分辨率对渤海湾海岸线变迁速率和分形维数的影响。研究结果表明,遥感影像空间分辨率差异对分形维数的影响较小,但对不同类型的岸线变迁速率影响显著;渤海湾海岸线在2010—2020年的变化呈现出由剧烈过渡至相对稳定的状态,伴随着海岸线位置的变化,岸线的分形维数呈现出先上升再至平稳的趋势。相关研究成果能够为渤海湾地区海洋资源利用优化、海岸线及滩涂湿地等自然资源保护提供数据支持。     

江苏中部淤泥质海岸岸线变化遥感监测研究

海岸线监测是了解海岸冲淤变化的基础。针对淤泥质海岸潮间带坡度平缓的特点,考虑到潮汐对遥感海岸线监测的影响,基于多潮位站插值校正的水边线离散点潮位赋值及坡度计算对水边线方法进行了改进,并结合潮间带实测坡度资料校正,推算遥感海岸线。选择江苏中部冲淤变化频繁、自然岸线保有率较高的扁担河口至川东港岸段开展海岸线变迁遥感监测研究。结果表明,研究区坡度主要在0.001~0.002之间,潮间带宽度由北向南越来越宽。北部扁担河口至射阳河口岸段处于冲刷环境中,大量以养殖塘围堤为主的人工岸线不断被侵蚀后退;射阳河口至四卯酉河口岸段以海岸线在自然状态下的动态变化为主,2010-2015年平均冲淤速率小于10 m/a,变化幅度较小;南部四卯酉河口至川东港岸段,自然岸线淤长明显,同时人工围垦导致岸线不断向海推进。根据监测结果,认为新洋港至斗龙港岸段应为研究区由北部侵蚀转向南部淤长的过渡带。     

剖面形态自适应的海岸线遥感推算方法

淤泥质海岸冲淤变化大,岸滩剖面形态多样。本文首先根据多时相遥感水边线之间的潮差关系自动判断岸滩剖面形态,进而分别采用不同的函数进行剖面拟合,构建了一种剖面形态自适应的海岸线遥感推算新方法,并在江苏中部淤泥质海岸进行了实证应用。研究表明:下凹形侵蚀岸段、斜坡形平缓岸段和上凸形淤长岸段分别采用三指数衰减函数、线性函数和二阶多项式函数具有良好的剖面拟合效果,利用3条水边线数据拟合所得剖面平均坡度绝对误差分别为0.20‰、–0.17‰和0.13‰,小于剖面实测平均坡度一个数量级。利用5条水边线数据拟合进行海岸线推算时,侵蚀岸段、平缓岸段的海岸线平面位置误差分别为6.5 m和–91.96 m,与平均坡度法相比,误差减小约82.4%。进一步考虑岸滩季节性变化时,使用冬季的水边线数据推算海岸线,对侵蚀岸段和淤长岸段影响不大,但对斜坡形平缓岸段,误差减小约63.65%,因此使用冬季的水边线数据比不区分季节具有更高的海岸线推算精度。     

Automated mapping of the intertidal beach bathymetry from video images

This paper presents a fully automated procedure to derive the intertidal beach bathymetry on a daily basis from video images of low-sloping beaches that are characterised by the intermittent emergence of intertidal bars. Bathymetry data are obtained by automated and repeated mapping of shorelines from video time exposure images for different (tidal) water levels (Aarninkhof, S.G.J., Turner, I.L., Dronkers, T.D.T., Caljouw, M., Nipius, L., 2003. A video-based technique for mapping intertidal beach bathymetry. Coastal Engineering 49, 275–289; Plant, N.G. and Holman, R.A., 1997. Intertidal beach profile estimation using video images. Marine Geology 140, 1–24.). The developed procedure handles intelligent selection of a shoreline search area and unsupervised quality control of the obtained bathymetry data. The automatically retrieved beach bathymetries compare very well to bathymetries derived from the original manual mapping procedure and to ground truth data points (DGPS).     

岸外沙洲潮间带地形的增强型遥感构建方法

水边线法是潮间带地形遥感反演的重要方法。针对常规水边线方法在应用于地形多变的岸外沙洲潮间带数字高程模型（DEM）构建中出现的水边线交叉和缺乏表现潮沟微地形特征的问题,本文提出了一种增强型地形遥感构建方法:首先通过潮位排序,筛选出具有正确高程变化趋势、空间分离的水边线;然后对筛选过程中水边线位置相近的影像组按像元计算改进的归一化差值水体指数并进行均值序列合成,提取出合成海陆边界线,二者共同构建出初始的潮间带DEM;进一步利用低潮期的潮沟边界线和中线生成潮沟DEM,通过潮沟镶嵌处理,最终获得可表达滩面微地形起伏的潮滩DEM。该方法在江苏岸外辐射沙洲中部核心区域的模拟应用表明,对比4条验证剖面的平均结果,高程平均绝对误差为0.43 m,均方根误差为0.54 m,相关系数（r）为0.75,模拟高程与验证高程在剖面起伏形态变化方面具有良好的一致性,同时模拟DEM的空间破碎度小,能够反映更多的细节地形特征。该方法可为利用多源遥感数据构建考虑微地形变化的高精度潮间带地形DEM提供新的思路。     

江苏辐射沙洲水边线自动提取方法研究

针对不同遥感数据源(TM多光谱、SPOT多光谱及全色波段),对江苏辐射沙洲水边线的自动提取方法进行了研究,形成基于密度分割(TC2分量密度分割、饱和度分量图像密度分割)及基于边缘检测(Canny边缘检测)等2类3种沙洲水边线提取方法。实验表明：(1)上述3种沙洲水边线提取方法在实践中是可行的;(2)通过上述沙洲水边线提取方法,沙洲水边线提取时间大大缩短;(3)由于不受研究者主观影响,水边线提取结果更为准确、客观。     

基于ZY-3遥感影像的不同地貌水边线提取方法

水边线的精确提取对于沿海地区的经济开发和海域的使用管理具有重要意义。以雷州半岛东北部为研究区域,利用2017年资源三号(ZY-3)卫星数据为数据源,基于不同海岸地貌特征为划分依据,运用阈值分割法、神经元网络分类法和面向对象法对多光谱数据的人工海岸、砂质海岸、淤泥质海岸和红树林海岸进行水边线提取。通过目视解译提取融合图像的海岸线为基线,将提取的水边线与基线进行定性、定量分析。研究结果表明,对于人工岸线,神经元网络分类法最优,均方根误差为6.4m;对于砂质岸线,阈值分割法最优,均方根误差为5.4m;对于淤泥质及红树林岸线,面向对象法最优,均方根误差分别为23.3m和15.2m。该研究对于不同岸线的提取具有重要的借鉴和指导意义。     

海岸围垦工程对三门湾内潮汐振幅的影响与研究

近年来随着三门湾内围垦工程规模的不断扩大,三门湾的岸线及水深地形发生了显著变化,有必要重新评估三门湾内的潮汐振幅特征。本研究基于ADCIRC二维潮汐模型,开展了三门湾围垦工程实施前后潮汐振幅变化规律的研究。结果表明:三门湾内以半日潮为主,湾口和湾顶处振幅相差较大。单纯考虑围垦工程引起的岸线变化时,半日潮振幅受到的影响较为明显,振幅以减小为主,M2分潮减小幅度为0. 08～0. 10 m。采用经验公式预测了围垦工程造成的最终回淤量,围垦工程附近平均淤积为1. 5～2. 5 m,深水区附近淤积更加严重。当考虑了回淤导致的地形变化后,围垦工程区附近的潮汐振幅会有显著的减小,半日分潮减小幅度要远大于全日分潮,在围垦区域前沿,M2分潮振幅减小幅度较为明显,然后向外侧逐步减小。与单纯岸线变化相比,水深地形改变导致的潮汐振幅变化幅度要远大于前者。     

基于BJ-1影像和高分辨率潮汐网格的潮滩DEM构建

平缓潮滩的测绘受到潮汐和淤泥的双重影响,难以进行大区域的人工作业。探讨利用序列遥感影像构建潮滩DEM的技术方法。基于多时相BJ-1小卫星自动提取水边线,利用中国近海高分辨率潮位网格,与卫星过境时刻的水边线进行空间关联与内插,生成带有高程值的系列水边点,并以此来构建潮滩地形三角网,最后生成格网潮滩DEM。与现场RTK验证的三个剖面的高程相比,其高程绝对误差均值小于0.2m。结果表明,应用中分辨率遥感影像进行淤泥质潮滩地形反演可以达到一定比例尺的制图精度。     

Remote sensing of intertidal morphological change in Morecambe Bay,U.K., between 1991 and 2007

Tidal Flats are important examples of extensive areas of natural environment that remain relatively unaffected by man. Monitoring of tidal flats is required for a variety of purposes. Remote sensing has become an established technique for the measurement of topography over tidal flats. A further requirement is to measure topographic changes in order to measure sediment budgets. To date there have been few attempts to make quantitative estimates of morphological change over tidal flat areas. This paper illustrates the use of remote sensing to measure quantitative and qualitative changes in the tidal flats of Morecambe Bay during the relatively long period 1991–2007. An understanding of the patterns of sediment transport within the Bay is of considerable interest for coastal management and defence purposes. Tidal asymmetry is considered to be the dominant cause of morphological change in the Bay, with the higher currents associated with the flood tide being the main agency moulding the channel system. Quantitative changes were measured by comparing a Digital Elevation Model (DEM) of the intertidal zone formed using the waterline technique applied to satellite Synthetic Aperture Radar (SAR) images from 1991–1994, to a second DEM constructed from airborne laser altimetry data acquired in 2005. Qualitative changes were studied using additional SAR images acquired since 2003. A significant movement of sediment from below Mean Sea Level (MSL) to above MSL was detected by comparing the two Digital Elevation Models, though the proportion of this change that could be ascribed to seasonal effects was not clear. Between 1991 and 2004 there was a migration of the Ulverston channel of the river Leven north-east by about 5 km, followed by the development of a straighter channel to the west, leaving the previous channel decoupled from the river. This is thought to be due to independent tidal and fluvial forcing mechanisms acting on the channel. The results demonstrate the effectiveness of remote sensing for measurement of long-term morphological change in tidal flat areas. An alternative use of waterlines as partial bathymetry for assimilation into a morphodynamic model of the coastal zone is also discussed.     

Digital Tide-Coordinated Shoreline

The shoreline is one of the most important features on earth's surface. It is valuable to a diverse user community. But the dynamic nature of the shoreline makes it difficult to be represented in a naturally dynamic style and to be utilized in applications. The officially used shoreline, for example in nautical charts, is the so-called tide-coordinated shoreline. It is also the shoreline that makes the computation of shoreline changes and associated environmental changes meaningful. Mapping of the tide-coordinated shoreline has been very costly. On the other hand, instantaneous shorelines extracted from different data sources may be available. Also, high-resolution satellite and airborne imagery have the capacity of stereo imaging and can be used to extract instantaneous shorelines at a high accuracy and low cost. This article proposes an approach to derivation of digital tidecoordinated shorelines from (a) those instantaneous shorelines and (b) digital coastal surface models and a digital water surface model. Some preliminary study results, analysis, and the potential of the approach are discussed.     

基于改进标记分水岭的高分辨率遥感影像海岸水边线提取方法

利用遥感技术快速提取海岸线是一种重要的技术手段,针对传统分水岭算法在高分辨率多光谱卫星数据处理中存在的过分割和抗干扰能力差的问题,本文提出了一种基于扩展极值变换标记分水岭的算法.首先通过形态学重建、扩展极值变换等方法建立前景和背景标记,初步抑制灰度极小值和极大值区域,然后依据这两类标记对梯度图像进行修正,进而进行分水岭...     

Digital Tide-Coordinated Shoreline

The shoreline is one of the most important features on earth's surface. It is valuable to a diverse user community. But the dynamic nature of the shoreline makes it difficult to be represented in a naturally dynamic style and to be utilized in applications. The officially used shoreline, for example in nautical charts, is the so-called tide-coordinated shoreline. It is also the shoreline that makes the computation of shoreline changes and associated environmental changes meaningful. Mapping of the tide-coordinated shoreline has been very costly. On the other hand, instantaneous shorelines extracted from different data sources may be available. Also, high-resolution satellite and airborne imagery have the capacity of stereo imaging and can be used to extract instantaneous shorelines at a high accuracy and low cost. This article proposes an approach to derivation of digital tidecoordinated shorelines from (a) those instantaneous shorelines and (b) digital coastal surface models and a digital water surface model. Some preliminary study results, analysis, and the potential of the approach are discussed.     

A simple waterline approach for tidelands using multi-temporal satellite images: A case study in the Yangtze Delta

Waterline technique based on satellite remote sensing is potentially one of the most effective tools for studying changes in tidal flat environment and coastlines. However, multi-temporal waterlines obtained from satellite images are often difficult to compare directly because fluctuant tidal conditions may produce different elevation of waterlines. To overcome the difficulty, this study developed a comparable waterline solution to estimate active lateral evolutions using TM satellite images at different tide conditions. Owing to the dynamic properties, the Yangtze River mouth was selected as the case example to test the suitability of the approach, and totally four time slices were partitioned during 1987–2004 for investigating coastline changes. The first step of this technique is to digitize waterlines with various elevations labeling in a time slice. In the second step, the waterlines were merged to generate DEMs and contour maps using the linear gridding interpolation method. In the last step, any interested contour line may be extracted from DEMs and used for comparison of tideland changes. To evaluate the errors in digitizing and interpolation process, quantitative checks were examined after the DEMs were constructed. In order to monitoring the rate of coastline spread, a proposed approach for estimating mean coastline spread distance between two time spans is developed in this paper. To conclude, this work demonstrates the importance of TM/ETM images to provide high-frequency historical topography and morphodynamics information for coastal monitoring and evaluation.     

Semi-automated procedures for shoreline extraction using single RADARSAT-1 SAR image

Coastline identification is important for surveying and mapping reasons. Coastline serves as the basic point of reference and is used on nautical charts for navigation purposes. Its delineation has become crucial and more important in the wake of the many recent earthquakes and tsunamis resulting in complete change and redraw of some shorelines. In a tropical country like Malaysia, presence of cloud cover hinders the application of optical remote sensing data. In this study a semi-automated technique and procedures are presented for shoreline delineation from RADARSAT-1 image. A scene of RADARSAT-1 satellite image was processed using enhanced filtering technique to identify and extract the shoreline coast of Kuala Terengganu, Malaysia. RADSARSAT image has many advantages over the optical data because of its ability to penetrate cloud cover and its night sensing capabilities. At first, speckles were removed from the image by using Lee sigma filter which was used to reduce random noise and to enhance the image and discriminate the boundary between land and water. The results showed an accurate and improved extraction and delineation of the entire coastline of Kuala Terrenganu. The study demonstrated the reliability of the image averaging filter in reducing random noise over the sea surface especially near the shoreline. It enhanced land-water boundary differentiation, enabling better delineation of the shoreline. Overall, the developed techniques showed the potential of radar imagery for accurate shoreline mapping and will be useful for monitoring shoreline changes during high and low tides as well as shoreline erosion in a tropical country like Malaysia.     

1973—2018年珠江三角洲海岸线时空演变分析

通过遥感和GIS技术获取1973—2018年的Landsat TM/OLI遥感影像为数据源,结合地理背景资料,分析45 a来珠江三角洲地区海岸线时空演变情况。结果表明:珠江三角洲地区海岸线变迁显著,大量的淤泥质岸线转变为城镇工业岸线和港口岸线,珠江三角洲地区岸线人工化指数不断上升,岸线类型朝向多元化方向发展,岸线总长度和分形维数不断增加,港口建设、滨海工业区、围垦填海等是岸线长度和分形维数增加的主要因素;海岸线演变呈现明显的区域特征,变化较大区域主要集中在深圳大鹏湾、广州南沙和珠海斗门;从岸线开发利用主体结构上看,各大岸区都出现了不同类型的变化趋势,城镇工业岸线与港口岸线取代自然岸线成为各区海岸线的主体类型;各地区开发利用强度不断上升,其中深圳市开发强度增速最快,社会活动和区位政策是引起岸线演变的主要驱动因素。     

基于潮汐分带校正的海岸线遥感推算研究

提出并实现了基于遥感技术和多站点潮位插值的淤泥质海岸线推算方案。利用多时相遥感影像提取出人工岸线和瞬时水边线,在控制站点潮汐调和分析的基础上,利用潮汐线性分带插值校正处理,赋予水边线离散点在影像成像时刻的实际潮位,进而根据三角函数相似性原理推算出岸滩的平均坡度和平均大潮高潮点位置,连接形成自然岸线,最终根据自然岸线与人工岸线合成得到海岸线的空间分布。实践应用证明,该方案得到的海岸线与现场测定的平均大潮高潮痕迹点相吻合,可为快速确定淤泥质海岸岸线,监测岸滩资源的空间变化提供方法与数据支撑。     

Shallow Water Bathymetry Derived from Green Wavelength Terrestrial Laser Scanner

Abstract

Shallow water bathymetry has proved to be a challenging task for remote sensing applications. In this work, Green-Wavelength Terrestrial Laser Scanning (GWTLS) is employed to survey nearshore bathymetry under clear atmospheric and water conditions. First, the obtained seabed points were corrected for refraction and then geo-registration, and filtering processes were exerted to obtain an accurate bathymetric surface. Terrain analysis was performed with respect to a reference surface derived from classical surveying techniques. The overall analysis has shown that the best results stem from 35° to 50° incident angles, whereas for angles higher than 65° measurements are not acceptable, although for the same angle in front and close to the instrument accuracy is considered acceptable due to the high laser power. Also, high resolution micro-topography, shallower than 1?m water depth, was managed to be captured. Systematic experimental approaches are expected to improve the GWTLS technique to detect bathymetry, which is anticipated to assist in mapping very shallow foreshore, tidal, and deltaic environments, to contribute conceptual into developing hybrid observation systems for coastal monitoring, and also to be applied in various maritime applications.     

渤海湾大规模围填海导致的岸线变化及潮流场响应分析

本文以21世纪初渤海湾大规模的围填海工程为背景,对2000-2015年典型年份的卫星遥感影像资料进行了岸线提取,并分析了其时空演变规律.以此为基础,建立了不同岸线及地形条件下的渤海湾水动力数值模型,计算结果与塘沽、黄骅港和东风港三个潮位观测站的实测数据吻合良好.模拟结果显示:渤海湾大规模围填海工程的建设使得三个主要工程区(曹妃甸工业区、天津港及黄骅港)附近的潮流运动更加剧烈,但对于渤海湾离岸潮流场的影响不大.M2分潮流速及流向变化明显,其最大流速方向与建筑物布置、深水航道航线方向一致.黄骅港挡沙堤的建设使其附近流场出现局部涡旋,导致潮流以旋转流的形式运动.     

天津市滨海新区滩涂开发利用特征的遥感分析

为评估滨海滩涂开发利用对生态环境和水资源利用的影响,提出了滩涂开发利用特征遥感分析方法。该方法基于Landsat遥感影像,先利用阈值分割与目视解译相结合的方式解译人工岸线,再定位滩涂开发利用区并对其土地利用进行分类识别,然后通过人工岸线和土地利用的时空变化,分析揭示滩涂开发利用特征。采用2002—2018年五个时期Landsat遥感影像,利用该方法分析了天津市滨海新区滩涂开发利用的时空演变特征。结果表明该方法不受潮位影响,能够科学准确地反映滩涂开发利用特征。截至2018年,滨海新区人工岸线由2002年的146.22 km增加至315.69 km,增加了115.9%;累计围填海350.76 km~2,为滨海新区增加了15.5%的土地资源;滩涂开发利用区新增的建设用地面积为63.43 km~2,超过滨海新区新增建筑面积的20%;陆地区域未利用土地面积仅3.58 km~2,而滩涂开发区内尚未利用的土地为228.05 km~2,为未来发展提供了重要的后备土地资源。时间上,滩涂开发利用从2002年起步,2006—2014年扩展速度最快,此后明显回落,主要集中于2006—2014年;在空间上则以天津港与南港工业区附近为主。