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A sensor package for mapping pH and oxygen from mobile platforms 用于从移动平台绘制pH值和氧气的传感器包
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.04.004
Philip J. Bresnahan , Taylor Wirth , Todd R. Martz , Andreas J. Andersson , Tyler Cyronak , Sydney D'Angelo , James Pennise , W. Kendall Melville , Luc Lenain , Nicholas Statom

A novel chemical sensor package named “WavepHOx” was developed in order to facilitate measurement of surface ocean pH, dissolved oxygen, and temperature from mobile platforms. The system comprises a Honeywell Durafet pH sensor, Aanderaa optode oxygen sensor, and chloride ion selective electrode, packaged into a hydrodynamic, lightweight housing. The WavepHOx has been deployed on a stand-up paddleboard and a Liquid Robotics Wave Glider in multiple near-shore settings in the Southern California Bight. Integration of the WavepHOx into these mobile platforms has enabled high spatiotemporal resolution pH and dissolved oxygen data collection. It is a particularly valuable tool for mapping shallow, fragile, or densely vegetated ecosystems which cannot be easily accessed by other platforms. Results from three surveys in San Diego, California, are reported. We show pH and dissolved oxygen variability >0.3 and >50% saturation, respectively, over tens to hundreds of meters to highlight the degree of natural spatial variability in these vegetated ecosystems. When deployed during an extensive discrete sampling program, the WavepHOx pH had a root mean squared error of 0.028 relative to pH calculated from fifty six measurements of total alkalinity and dissolved inorganic carbon, confirming its capacity for accurate, high spatiotemporal resolution data collection.

为了便于从移动平台测量海洋表面pH值、溶解氧和温度,开发了一种名为“WavepHOx”的新型化学传感器包。该系统由霍尼韦尔Durafet pH传感器、Aanderaa光电氧传感器和氯离子选择电极组成,封装在一个流体动力轻质外壳中。WavepHOx已被部署在一个站立式桨板和一个液体机器人波浪滑翔机上,在南加州海湾的多个近岸环境中使用。将WavepHOx集成到这些移动平台中,可以实现高时空分辨率的pH值和溶解氧数据收集。对于绘制其他平台无法轻松访问的浅层、脆弱或植被密集的生态系统,它是一个特别有价值的工具。报告了在加州圣地亚哥进行的三项调查的结果。我们在几十到几百米范围内分别显示了pH和溶解氧的0.3和50%饱和度,以突出这些植被生态系统的自然空间变异性程度。当在广泛的离散采样程序中部署时,WavepHOx的pH值相对于56个总碱度和溶解无机碳测量值的pH值的均方根误差为0.028,证实了其准确、高时空分辨率数据收集的能力。
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引用次数: 23
Potential for an underwater glider component as part of the Global Ocean Observing System 作为全球海洋观测系统一部分的水下滑翔机组件的潜力
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.05.001
T. Liblik , J. Karstensen , P. Testor , P. Alenius , D. Hayes , S. Ruiz , K.J. Heywood , S. Pouliquen , L. Mortier , E. Mauri

The contributions of autonomous underwater gliders as an observing platform in the in-situ global ocean observing system (GOOS) are investigated. The assessment is done in two ways: First, the existing in-situ observing platforms contributing to GOOS (floats, surface drifters, moorings, research/commercial ships) are characterized in terms of their current capabilities in sampling key physical and bio-geochemical oceanic processes. Next the gliders’ capabilities are evaluated in the context of key applications. This includes an evaluation of 140 references presented in the peer-reviewed literature.

It is found that GOOS has adequate coverage of sampling in the open ocean for several physical processes. There is a lack of data in the present GOOS in the transition regions between the open ocean and shelf seas. However, most of the documented scientific glider applications operate in this region, suggesting that a sustained glider component in the GOOS could fill that gap. Glider data are included for routine product generation (e.g. alerts, maps). Other noteworthy process-oriented applications where gliders are important survey tools include local sampling of the (sub)mesoscale, sampling in shallow coastal areas, measurements in hazardous environments, and operational monitoring. In most cases, the glider studies address investigations and monitoring of processes across multiple disciplines, making use of the ease to implement a wide range of sensors to gliders. The maturity of glider operations, the wide range of applications that map onto growing GOOS regional needs, and the maturity of glider data flow all justify the formal implementation of gliders into the GOOS. Remaining challenges include the execution of coordinated multinational missions in a sustained mode as well as considering capacity-building aspects in glider operations as well as glider data use.

研究了自主水下滑翔机作为观测平台在全球海洋原位观测系统(GOOS)中的作用。评估以两种方式进行:首先,对GOOS有贡献的现有原位观测平台(浮子、水面漂船、系泊船、研究/商业船)的特点在于它们目前对海洋关键物理和生物地球化学过程进行采样的能力。接下来,在关键应用的上下文中评估滑翔机的能力。这包括对同行评议文献中提出的140个参考文献的评估。研究发现,GOOS在开阔海域对若干物理过程有足够的采样覆盖率。在目前的GOOS中,在开放洋和陆架海之间的过渡区域缺乏数据。然而,大多数记录在案的科学滑翔机应用都在该地区运行,这表明GOOS中持续的滑翔机组件可以填补这一空白。滑翔机数据包括日常产品生成(例如警报,地图)。其他值得注意的面向过程的应用中,滑翔机是重要的测量工具,包括局部(次)中尺度采样、浅海地区采样、危险环境测量和操作监测。在大多数情况下,滑翔机研究涉及跨多个学科的过程调查和监测,使滑翔机易于实现广泛的传感器。滑翔机操作的成熟、映射到GOOS区域需求的广泛应用以及滑翔机数据流的成熟都证明了在GOOS中正式实现滑翔机是正确的。其余的挑战包括以持续的方式执行协调的多国任务,以及考虑滑翔机操作和滑翔机数据使用方面的能力建设问题。
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引用次数: 53
Automated measurements of whitecaps on the ocean surface from a buoy-mounted camera 通过安装在浮标上的照相机自动测量海面上的白浪
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.05.002
M. Bakhoday-Paskyabi , J. Reuder , M. Flügge

We quantify the percentage of sea surface covered by whitecaps from images taken by a non-stationary camera mounted on a moored buoy using an Adaptive Thresholding Segmentation (ATS) method and an Iterative Between Class Variance (IBCV) approach. In the ATS algorithm, the optimal value for the threshold is determined as the last inflection point of the smoothed cumulative histogram of the scene. This makes the method more effective in finding the optimal value of the threshold and reduces the computational efforts compared to the conventional Automated Whitecap Extraction (AWE) technique. In the IBCV method, the optimum criterion for determining the value of the threshold corresponds to the measure of separability between the segmented water and whitecap pixels. In our experiments, the fraction of each image covered by the whitecap is determined using the aforementioned dynamical thresholding techniques for images taken under complex forcing and lighting conditions. Comparisons between different techniques suggest the effectiveness of the proposed methodologies, in particular the ATS algorithm to separate the whitecap features from the darker water pixels.

我们使用自适应阈值分割(ATS)方法和迭代类间方差(IBCV)方法,从安装在系泊浮标上的非静止相机拍摄的图像中量化白浪覆盖的海面百分比。在ATS算法中,阈值的最优值被确定为场景平滑累积直方图的最后一个拐点。这使得该方法能够更有效地找到阈值的最优值,并且与传统的自动白斑提取(AWE)技术相比减少了计算量。在IBCV方法中,确定阈值的最佳准则对应于分割的水和白头像素之间的可分离性度量。在我们的实验中,使用前面提到的动态阈值技术来确定在复杂的强迫和光照条件下拍摄的图像,每个图像被白斑覆盖的比例。不同技术之间的比较表明了所提出方法的有效性,特别是将白斑特征与较暗的水像素分离的ATS算法。
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引用次数: 8
Applications of 3D printing technologies in oceanography 3D打印技术在海洋学中的应用
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.08.001
Javeed Shaikh Mohammed

3D printers allow researchers to produce parts and concept models rapidly at low-cost and allow rapid prototyping of many designs from the comfort of their desk. 3D printing technologies have been explored for a wide range of applications including robotics, automobile components, firearms, medicine, space, etc. Owing to lower costs and increased capabilities of 3D printing technologies, unprecedented opportunities in the world of oceanography research are being created. Some examples include 3D printed components being employed in autonomous underwater (or surface) vehicles; 3D printed replicas of marine organisms being used to study biomechanics, hydrodynamics, and locomotion; and 3D printed coral reef replicas being used to restore damaged coral reefs. To the author’s knowledge, currently there is no review covering the different 3D printing technologies applied in oceanography studies. Therefore, this review presents a summary of the different 3D printing technologies that have been used in fundamental studies or real-life applications related to oceanography. The diverse range of 3D printing applications in oceanography covered in this review has been categorized under the following sub-topics: Ecological Monitoring & Sample Collection, Hydrodynamics, Biomechanics & Locomotion, Tracking & Surface Studies, and Tangible Coral Props & Coral Reef Restoration. A detailed overview of the 3D printing technologies referred to within this review has been presented, and categorized under the following four general topics: Material Extrusion, Photopolymerization, Powder Bed Fusion, and Construction Printing. The broad impact of plastics on oceans and the specific impact of 3D printing materials on ocean life are also discussed. It is anticipated that this review will further promote the 3D printing technologies to oceanographers for a better understanding and restoration of fragile marine ecosystems.

3D打印机使研究人员能够以低成本快速生产零件和概念模型,并允许在舒适的办公桌上快速制作许多设计的原型。3D打印技术已被广泛应用于机器人、汽车零部件、火器、医药、航天等领域。由于3D打印技术的成本降低和功能增强,正在为海洋学研究创造前所未有的机会。一些例子包括3D打印组件被用于自主水下(或水面)车辆;用于研究生物力学、流体力学和运动的海洋生物3D打印复制品;3D打印珊瑚礁复制品被用来修复受损的珊瑚礁。据笔者所知,目前还没有审查涵盖不同的3D打印技术在海洋学研究中的应用。因此,本文综述了不同的3D打印技术,这些技术已被用于与海洋学相关的基础研究或实际应用。本综述涵盖的各种3D打印在海洋学中的应用可分为以下子主题:生态监测;样品采集、流体力学、生物力学等;运动、跟踪&;表面研究,有形珊瑚道具&;珊瑚礁修复。本综述中提到的3D打印技术的详细概述已经提出,并分为以下四个一般主题:材料挤出,光聚合,粉末床融合和建筑打印。还讨论了塑料对海洋的广泛影响以及3D打印材料对海洋生物的具体影响。预计该综述将进一步向海洋学家推广3D打印技术,以更好地了解和恢复脆弱的海洋生态系统。
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引用次数: 86
Sensorized buoy for oil spill early detection 用于溢油早期检测的传感浮标
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.10.002
Davide Moroni , Gabriele Pieri , Ovidio Salvetti , Marco Tampucci , Claudio Domenici , Alessandro Tonacci

The Sea is often a fragile environment to be protected against possible pollutants. In this context, the present work contributes to its safeguard by proposing a new buoy equipped with advanced sensors for the detection of oil spills. In particular, the buoy is provided with various sensors for the evaluation of both meteorological and marine parameters (e.g. waves, wind, temperature), and chemical/physical data acquired by an electronic nose system specifically designed for the detection of hydrocarbons. The electronic nose is composed of a flow chamber, a chamber equipped with photo ionization sensors, pumps and valves for air inlet and outlet, and a low-cost electronic board. The designed system samples the air above the water and produces data that are processed through two artificial neural networks allowing for a classification of detected hydrocarbons and overall pollution level. Suitable network interfaces and a connector toward a Marine Information System (MIS) allow both for real-time data visualization and for long-term assessment of water quality.

海洋往往是一个脆弱的环境,需要保护以抵御可能的污染物。在这种情况下,目前的工作通过提出一种配备先进传感器的新型浮标来检测石油泄漏,从而有助于保护其安全。特别是,浮标配备了各种传感器,用于评估气象和海洋参数(例如波浪、风、温度),以及由专门为探测碳氢化合物而设计的电子鼻系统获得的化学/物理数据。电子鼻由流室、装有光电离传感器的腔室、用于进、出气口的泵、阀和低成本电子板组成。设计的系统对水面上方的空气进行采样,并产生数据,通过两个人工神经网络进行处理,从而对检测到的碳氢化合物和总体污染水平进行分类。合适的网络接口和连接海洋信息系统(MIS)的连接器允许实时数据可视化和水质的长期评估。
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引用次数: 0
Evaluation of an acoustic remote sensing method for frontal-zone studies using double-diffusive instability microstructure data and density interface data from intrusions 利用双扩散不稳定微观结构数据和侵入体密度界面数据评估锋面区声学遥感研究方法
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.09.004
Timothy F. Duda, Andone C. Lavery, Cynthia J. Sellers

Understanding intrusive exchange at oceanic water mass fronts may depend on building data-constrained models of the processes, but obtaining the needed representative and comprehensive data is challenging. Acoustic imaging (remote sensing) is an attractive method for mapping the three-dimensional intrusion geometry to enable the required focused in situ sampling of the mixing processes in intrusions. The method depends on backscatter of sound from sharp interfaces and from microstructure resulting from double-diffusive instability (DDI), a probable occurrence at intrusions. The potential of the method is evaluated using data collected using established methods in a field of intrusions south of New England. Above and beneath warm and salty intrusions may lie diffusive–convective DDI microstructure and salt-fingering microstructure, respectively, marking the intrusion boundaries, providing the backscattering features. The data show that both types of microstructure can occur in close proximity within intrusions, but the question of whether this is common or not is unanswered by the modest amount of data, as are questions about continuity of DDI-microstructure in intrusions (to facilitate intrusion acoustic imaging) and variability of DDI-driven heat, salt and buoyancy fluxes. Analysis here shows that detectable backscatter from DDI-microstructure will occur, and can be easily measured when plankton scattering is low enough. Interface scattering is also likely to be detectable. The DDI-linked microstructure data used here are inherently interesting in their own right and are presented in some detail.

了解海洋水团锋的侵入交换可能取决于建立数据约束的过程模型,但获得所需的代表性和全面的数据是具有挑战性的。声波成像(遥感)是一种很有吸引力的方法,用于绘制三维侵入体几何形状,以便对侵入体中的混合过程进行必要的集中原位采样。该方法依赖于来自尖锐界面和由双扩散不稳定性(DDI)引起的微观结构的声音后向散射,双扩散不稳定性(DDI)是入侵中可能发生的现象。该方法的潜力是通过在新英格兰南部的一个侵入区使用现有方法收集的数据来评估的。温盐侵入体的上方和下方可能分别存在扩散-对流DDI微观结构和盐指指微观结构,它们标志着侵入体的边界,提供了后向散射特征。数据表明,这两种类型的微观结构都可以在侵入体内近距离发生,但由于数据量有限,这种情况是否常见的问题没有答案,关于侵入体中ddi微观结构的连续性(为了便于侵入声成像)和ddi驱动的热、盐和浮力通量的可变性的问题也没有答案。这里的分析表明,当浮游生物散射足够低时,ddi微结构会发生可检测的反向散射,并且很容易测量。界面散射也可能被探测到。这里使用的与ddi相关的微观结构数据本身就很有趣,并给出了一些细节。
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引用次数: 3
Observations and parameterizations of surfzone albedo 地表反照率的观测和参数化
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.07.001
Gregory Sinnett, Falk Feddersen

Incident shortwave solar radiation entering the ocean depends on albedo α and plays an important role in the temperature variability and pathogen mortality of the nearshore region. As foam has an elevated albedo, open-ocean albedo parameterizations include whitecapping effects through a wind-based foam fraction. However, surfzone depth-limited wave breaking does not require wind. Surfzone albedo observations are very rare, the variability of surfzone albedo is not known, and parameterizations are not available. New, year-long upwelling and downwelling shortwave radiation observations were made from the Scripps Institution of Oceanography pier spanning the surfzone and inner-shelf. Surfzone albedo was elevated due to foam with mean observed albedo of α=0.15 and one-minute average albedo as high as α=0.45, far exceeding expected albedo (0.06) from standard parameterizations. Using a pier-mounted GoPro camera, an image-based albedo parameterization is developed that estimates the fractional foam area to derive albedo. This parameterization has high skill (r2=0.90) on time scales as short as a wave period (9 s). A second wave-model based parameterization for (hourly) averaged albedo is developed relating the non-dimensional roller energy dissipation to the mean foam fraction and thus albedo. The parameterization has good skill (r2=0.68) and resolves cross-shore albedo variations. These new parameterizations can be used where imagery is available or wave models are applicable, and can be used to constrain local heat budgets and pathogen mortality.

进入海洋的入射短波太阳辐射取决于反照率α,在近岸地区的温度变化和病原体死亡率中起重要作用。由于泡沫具有较高的反照率,公海反照率参数化包括通过基于风的泡沫分数产生的白浪效应。然而,海面深度受限的破波并不需要风。地表反照率观测是非常罕见的,地表反照率的变异性是未知的,也没有可用的参数化。在斯克里普斯海洋研究所横跨表层和内大陆架的码头上进行了为期一年的新的上升流和下升流短波辐射观测。泡沫使表层反照率升高,平均观测反照率为α=0.15, 1分钟平均反照率高达α=0.45,远远超过标准参数化的预期反照率(0.06)。利用码头式GoPro相机,开发了一种基于图像的反照率参数化方法,通过估算泡沫分数面积来获得反照率。该参数化在像波浪周期(9秒)这样短的时间尺度上具有很高的技巧(r2=0.90)。建立了第二种基于波浪模型的(小时)平均反照率参数化,将无因次滚子能量耗散与平均泡沫分数和反照率联系起来。参数化具有较好的技巧(r2=0.68),能较好地解决跨岸反照率的变化。这些新的参数化可以在图像可用或波浪模型适用的情况下使用,并可用于限制当地的热量预算和病原体死亡率。
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引用次数: 12
Measuring pH in the Arctic Ocean: Colorimetric method or SeaFET? 测量北冰洋的pH值:比色法还是SeaFET?
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.05.006
Victoire Rérolle , Diana Ruiz-Pino , Mehrad Rafizadeh , Socratis Loucaides , Stathys Papadimitriou , Matthew Mowlem , Jianfang Chen

The suitability of the colorimetric method in a custom-made instrumental set-up and the commercial potentiometric SeaFET®electrode sensor to measure pH in surface oceanic water in the Arctic was investigated during the Chinese Arctic Research Expedition (CHINARE) in summer 2014. The instruments were set up in parallel on the on-board underway seawater supply for 65 days, enabling comparison in various conditions in the Arctic Ocean from the Chukchi Sea to the ice-covered high latitudes (81°N) and the open-water North-western Pacific Ocean. Overall, the instruments yielded pH datasets of similar high quality (method uncertainty 0.010). Detailed comparison with the parallel colorimetric pH measurements indicated that the measurements with the SeaFET external electrode in the low salinity ice-covered area were problematical and that the internal reference electrode failed after almost 2 months of cruise. Reasons for discrepancies between the data from the two instruments and recommendations for the use of either instrument for pH measurements in the Arctic are discussed. Finally, the investigation yielded a reliable high-resolution pH dataset in surface waters along a transect from the Pacific to the Arctic Ocean. Large pH variations were observed in the ice-free Arctic surface waters, with pH ranging between 7.98 and 8.49. The highest pH values were observed at the ice edge, whereas a relatively invariable pH (8.02±0.02) was measured in under-ice seawater in the ice-covered Arctic Ocean. The high resolution surface seawater pH dataset obtained here could be used as reference to detect the on-going acidification rate in the Pacific Arctic.

2014年夏季,中国北极科考(CHINARE)考察了比色法在定制仪器设置和商用电位计SeaFET®电极传感器中测量北极表层海水pH值的适用性。这些仪器在船上的海水供应中平行安装了65天,可以在北冰洋从楚科奇海到冰雪覆盖的高纬度地区(81°N)和西北太平洋的开放水域进行各种条件的比较。总体而言,这些仪器产生的pH数据集具有类似的高质量(方法不确定度≤0.010)。与平行比色pH测量的详细比较表明,在低盐度冰盖地区使用SeaFET外部电极测量存在问题,并且内部参考电极在巡航近2个月后失效。讨论了两种仪器的数据之间存在差异的原因以及使用任何一种仪器进行北极pH测量的建议。最后,调查得出了一个可靠的高分辨率pH值数据集,该数据集分布在从太平洋到北冰洋的一个样带的地表水中。在北极无冰地表水中观测到较大的pH变化,pH值在7.98 ~ 8.49之间。在冰边观测到最高的pH值,而在冰覆盖的北冰洋中,冰下海水的pH值相对稳定(8.02±0.02)。本文获得的高分辨率表层海水pH数据集可作为监测太平洋北极酸化速率的参考。
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引用次数: 19
Optical methods for estimating apparent density of sediment in suspension 估计悬浮液中沉积物表观密度的光学方法
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.09.001
Alexander J. Hurley , Paul S. Hill , Timothy G. Milligan , Brent A. Law

In most aquatic environments, suspended sediment is composed of loosely packed particle aggregates, termed flocs that have variable apparent densities. The apparent density of flocs, which is defined as particle dry mass over wet volume, is an important variable because it affects settling velocity and vertical sediment flux. Two established methods exist for measuring apparent density. One method uses physical measurements of sediment mass concentration combined with measurements of particle volume concentration from optical instruments to estimate apparent density. This method is laborious because it requires the collection of water samples, so it is not conducive to construction of high-resolution time series of density. Another method uses video observations of particles in a settling column to measure particle size and settling velocity. These measurements are used to solve for apparent density according to Stokes Law. The goal of this study is to develop a new method that uses the ratio of particulate beam attenuation to particle volume to estimate apparent density of sediment in suspension. Data from five studies are used to compare density estimates with the new method to the previous methods. The new optical method produces apparent densities that are correlated linearly with measurements of the ratio of dry mass to wet volume. However, the new optical method produces density estimates that do not correlate with video estimates of apparent density. This lack of correlation is due to sampling bias of the video method, which has a relatively large lower limit of resolution in particle size. Development of a higher resolution camera would eliminate the current bias in particle size and would enable further assessment of the new optical method as an accurate proxy for apparent density.

在大多数水生环境中,悬浮沉积物由松散堆积的颗粒聚集体组成,称为絮凝体,具有可变的表观密度。絮凝体的表观密度,定义为颗粒干质量比湿体积,是一个重要的变量,因为它影响沉降速度和垂直泥沙通量。现有两种测定表观密度的方法。一种方法是利用沉淀物质量浓度的物理测量与光学仪器测量的颗粒体积浓度相结合来估计表观密度。该方法由于需要采集水样,所以比较费力,不利于构建高分辨率的密度时间序列。另一种方法是通过视频观察沉降柱中的颗粒来测量颗粒大小和沉降速度。根据斯托克斯定律,这些测量值用于求解表观密度。本研究的目的是建立一种利用颗粒束衰减与颗粒体积之比来估计悬浮沉积物表观密度的新方法。来自五项研究的数据被用来比较新方法和以前方法的密度估计。新的光学方法产生的表观密度与干质量与湿体积之比的测量呈线性相关。然而,新的光学方法产生的密度估计与视频估计的表观密度不相关。这种相关性的缺乏是由于视频方法的采样偏差造成的,视频方法在粒度上的分辨率下限相对较大。更高分辨率相机的开发将消除目前颗粒尺寸的偏差,并将使进一步评估新的光学方法作为表观密度的准确代理。
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引用次数: 12
A regional correction model for satellite surface chlorophyll concentrations, based on measurements from sea water samples collected around Iceland 卫星表面叶绿素浓度的区域校正模型,基于从冰岛周围收集的海水样本测量
Pub Date : 2016-12-01 DOI: 10.1016/j.mio.2016.05.004
Kristinn Guðmundsson , Kristín Ágústsdóttir , Niall McGinty , Árni Magnússon , Hafsteinn Guðfinnsson , Guðrún Marteinsdóttir

Near-surface chlorophyll a concentration is a fundamental component of marine ecological processes, and its changes reflect the phytoplankton growth (primary productivity as well as loss due to grazing and sinking) feeding into higher trophic levels. Time series of measurements from several satellite sensors since late 1997 can be used as a proxy of chlorophyll a concentrations after calibrating against direct sea water measurements from oceanographic surveys. Previous studies indicate a need for a regional correction model in specific ‘case 2’ areas, where the relationship between satellite measurements and in situ measurements is different from the relationship in the general ‘case 1’ areas, due to complex environmental characteristics in different areas. Subarctic and boreal North Atlantic, including the waters around Iceland, have been considered case 2 waters, but a regional correction model has not been developed until now. We collated all relevant measurements of near-surface chlorophyll a from sea water samples, available in the Marine Research Institute database, and matched by date and location with satellite chlorophyll records, i.e. the GSM CHL1 records offered by the GlobColour Project. A multiple linear regression model was fitted to the observed in situ chlorophyll measurements, based on the satellite chlorophyll values (CHL1) and physical covariates: day of the year, sun elevation, and ocean depth. The resulting parsimonious model converts the satellite measurements to estimates that are in much better agreement with in situ measurements (R2 increases from 0.2 to 0.5), and is therefore proposed for calibration of regional corrections to the GlobColour Project’s GSM chlorophyll parameter, CHL1.

近水面叶绿素a浓度是海洋生态过程的一个基本组成部分,其变化反映了浮游植物的生长(初级生产力以及由于放牧和下沉造成的损失)向更高营养水平的过渡。自1997年底以来几个卫星传感器的时间序列测量值可作为叶绿素a浓度的代表,在与海洋调查的直接海水测量值进行校准后。以往的研究表明,由于不同地区复杂的环境特征,在特定的“情况2”地区,卫星测量和现场测量之间的关系与一般“情况1”地区的关系不同,因此需要区域校正模式。亚北极和北大西洋北部,包括冰岛周围的水域,被认为是案例2水域,但直到现在还没有开发出区域校正模型。我们整理了海洋研究所数据库中海水样品中近地表叶绿素a的所有相关测量值,并按日期和地点与卫星叶绿素记录(即由GlobColour项目提供的GSM CHL1记录)相匹配。基于卫星叶绿素值(CHL1)和物理协变量:一年中的白天、太阳高度和海洋深度,对观测到的原位叶绿素测量值进行了多元线性回归模型拟合。由此产生的简洁模型将卫星测量值转换为与原位测量值更一致的估计值(R2从0.2增加到0.5),因此建议用于校准GlobColour项目GSM叶绿素参数CHL1的区域校正。
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Methods in Oceanography
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