中国东部海域浮游植物类群遥感反演研究

浮游植物类群遥感反演能够为全面认识浮游植物在海洋生态系统中的作用提供重要的数据资料。但由于复杂的水体光学特性,近海浮游植物类群遥感反演存在着巨大挑战。本研究以复杂光学二类水体—中国东部海域为研究区,通过使用3种建模方法,即波段组合法、基于奇异值分解的多元线性回归法、基于奇异值分解的XGBoost回归法,利用遥感反射率数据反演浮游植物类群。经原位实测数据集验证,基于奇异值分解的XGBoost回归法构建的8类浮游植物叶绿素a浓度反演模型的精度最高,其中硅藻、甲藻的叶绿素a浓度反演模型在验证集上的决定系数均大于0.7。相比之下,3种建模方法估算得到的绿藻、蓝藻和金藻的叶绿素a浓度精度较低（验证结果的决定系数小于0.45）。同时,研究评估了OLCI影像的3种大气校正方法（C2RCC、POLYMER、MUMM）在中国东部海域的适用性。结果显示,相对于其他两种大气校正算法,C2RCC在各波段有较好的表现（均方根误差小于0.004 8 sr⁻¹）。将3种浮游植物类群反演模型应用到大气校正后的OLCI影像,验证结果显示,利用基于奇异值分解的多元线性回归法建立的硅藻叶绿素a浓度模型有较好的反演精度（决定系数为0.56）。     

基于浮标资料的中国东部海域最大波高特征分析

利用原国家海洋局2010—2015年的浮标资料,计算渤、黄、东海有效波高和最大波高的线性关系,并通过1992—2011年共20 a的数值模拟有效波高资料计算中国东部海域各月的2.5 m、4 m、6 m以上最大波高频率和最大波高月极值分布。结果发现:中国东部海域由北至南,最大波高与有效波高的比值逐渐增大;最大波高频率和最大波高月极值空间分布均由渤海、黄海至东海逐渐增大,最大波高频率的极值12月最大,4或5月最小,最大波高月极值9月最大,4月最小。其时空分布表明:受不同天气系统影响,夏秋季台风较多,容易出现极值较大的最大波高;秋冬季冷空气较强,虽然最大波高极值相对较小,但大浪持续时间长、频率大、影响范围广。     

台湾海峡及其邻近海域海面温度锋的卫星遥感观测

使用1989~2001年的NOAA AVHRR图像,研究了我国台湾海峡及其邻近海域的海面温度锋.卫星遥感观测表明,该海域海面温度锋终年存在,锋面沿50~100 m等深线分布,西段呈西南西-东北东走向,东段以舌状向北突出,长约470 km.给出了该海域海面温度锋的多年月平均、季平均和年平均特征值.统计结果显示,锋的平均强度、平均最大强度和平均宽度分别为0.147,0.281℃/km和15.15 km.锋的各种特征存在明显的季节和年际变化.锋的不稳定性普遍存在,沿锋面常形成半环状的锋波,使锋面呈半环状波动分布.锋波形成的时间尺度约为1~7 d,锋的波长约为35~133 km,年平均波长为63 km,波幅为25~70 km.锋面的波动向北东北方向传播,并存在锋面整体向北东北的平移现象.     

中国海及邻近海域卫星观测资料同化试验

利用1个基于POMgcs海洋模式和多重网格三维变分同化方法建立的中国海及邻近海域海面高与三维温盐流数值预报模型,通过一系列数值试验,研究了同化卫星测高和卫星遥感海面温度观测资料对该模型预报能力的影响。试验结果表明,同化卫星测高资料可明显改善海面高度与三维温度和盐度的分析预报效果,使1 200 m以上的温度预报误差减小0.16℃,并能有效提高对海洋中尺度现象的预报能力;同化卫星遥感海面温度对100 m以上的温度和盐度的预报效果有所改善,可使海面温度的预报误差减小10%。     

SeaWiFS遥感资料分析中国海域气溶胶光学厚度的季节变化和分布特征

通过与地基气溶胶观测数据的对比,确认了SeaWiFS气溶胶光学厚度产品用于研究中国海域气溶胶分布和变化特征的有效性。在此基础上,分析了中国海域气溶胶光学厚度的季节变化和地理分布特征。研究结果表明,中国东部海域平均气溶胶光学厚度存在以中纬度为中心的纬向分布;受沙尘、季风气候的影响,中国海域气溶胶光学厚度存在季节变化,不同海区有不同的季节变化和分布特征。渤海、黄海及东海有类似的变化特征,春季都受到沙尘气溶胶的影响,使中国东部海域气溶胶光学厚度普遍高于0.160,且对东海的影响最大;夏、秋季逐渐减小,冬季有所回升。南海气溶胶光学厚度均值为0.150,随时间变化不明显,但地理分布变化显著;受季风气候的影响,从春季到冬季,气溶胶光学厚度高值中心从高纬海域向低纬海域转移,范围也逐渐扩大。冬季南海大部分海域气溶胶光学厚度都达到0.160以上,是整个中国海域冬季气溶胶光学厚度最大的海区。气溶胶光学厚度的季节变化和地理分布特征为研究中国海区域气候变化和海洋生态提供了依据。     

中国东部海域底质沉积物中重金属研究现状

中国东部海域(渤海、黄海和东海)底质沉积物接受了巨量的重金属(As、Cd、Cu、Cr、Hg、Ni、Pb、Zn和V),从而使得底质环境质量可能面临严重的重金属污染。这些重金属来源复杂,其中既有自然源重金属又有不同人为来源。其中自然源可能主要包括长江流域、黄河流域的泥沙和中国西部沙漠的粉尘,人为来源可能主要包括煤炭和燃油消耗、钢铁冶炼和有色金属冶炼,其中煤炭消耗和有色金属冶炼可能是中国东部海域沉积物铅和汞的最主要的来源。这些重金属主要通过河流输入的方式进入到中国东部海域,尽管鉴定沉积物中重金属具体人为来源的方法较多,但在中国东部海域应用最为成功的是铅稳定同位素。尽管巨量的重金属输入到中国东部海域,但绝大部分海域底质沉积物质量良好,仅在锦州湾海域重金属含量严重超标。     

基于观测和再分析资料的气温、海表温度在江苏海域的比较分析

文章利用海洋台站观测资料,对3类再分析资料的气温、海表温度数据在江苏海域进行比较分析。结果表明：总体而言,气温、海表温度的再分析数据与观测数据均具有很高的一致性,且海表温度再分析数据与观测数据的一致性高于气温再分析数据;在3种再分析资料中,ERA5的可靠性优于JRA-55和NCEP;在离岸较远的外磕脚测点,再分析数据与观测数据的一致性高于另2个测点;在台风影响期间,吕四测点、外磕脚测点的再分析数据与观测数据更为接近,在更近岸的连云港测点,再分析数据与观测数据的差异更大;在冷空气造成的气温下降期间,再分析数据与观测数据的差异较小,但在气温缓步回升期间,吕四测点、外磕脚测点的再分析数据明显高于观测数据;在冷空气影响过程中,再分析数据反映的海表温度下降幅度明显低于观测数据。本研究可为再分析资料在江苏海域的适用性和可信度提供评估依据。     

中国东部海域大气气溶胶入海通量的研究

根据中国东部海域气溶胶浓度及分级采样资料,计算得出黄海、东海及日本以南海域沙尘气溶胶的代表元素铝(Al)每月干沉降通量分别为42.8、18.3、5.2mg/m2;其中各海域春季的干沉降通量均占全年干沉降通量的40%以上.相应每月总沉降通量分别为54.1、29.8、10.5mg/m2.渤海、黄海、东海及日本以南海域每年沙尘气溶胶总沉降通量分别为26.4、9.3、5.1、1.8g/m2.东海污染元素总沉降通量以春季最大,夏、秋季次之,冬季最小.日本以南海域锑(Sb)元素总沉降通量的季节分布为冬季最大,夏、秋季次之,秋季最小;硒(Se)元素总沉降通量的最大值出现在夏季,其他季节分布比较均匀.     

卫星遥感中国海域人为和沙尘气溶胶时空分布的研究

利用MODIS气溶胶产品中550nm气溶胶光学厚度和小颗粒比例两个参数的关系,直接计算得到我国海域人为和沙尘气溶胶光学厚度,并对人为和沙尘气溶胶的分布进行了分析,结果表明:在我国海域,利用550nm气溶胶光学厚度和小颗粒比例的关系直接计算人为和沙尘气溶胶光学厚度是可行的;我国海域的人为和沙尘气溶胶光学厚度有明显的时空变化.人为气溶胶在春夏季最大,而在秋冬季最小;沙尘气溶胶在冬春季最大,而在夏秋季最小.在该海域人为和沙尘气溶胶光学厚度有显著的空间变化,在纬向上,人为气溶胶光学厚度在30°~45°N达到最大值,向南北递减;沙尘气溶胶光学厚度在33°~40°N最大,在其他纬度都很小.在经向上,人为气溶胶光学厚度与离岸距离有关,在沿海120°E处最大,随着经度增加而减小.沙尘作为大颗粒气溶胶,传输距离小,所以它只是在120°~123°E出现最大值,在其他经度处都很小.     

中国东部海域冬季风场与海浪场的关联特征分析

利用WAVEWATCHⅢ海浪模式模拟的1993-2011年中国东部海域19 a冬季逐日海浪场资料以及同期CCMP逐日风场资料,采用奇异值分解(SVD)的方法分析了冬季中国东部海域海浪场与提前0~5 d的东亚大陆地面风场的关联特征。结果发现:海浪场与提前1 d的地面风场的关联更有意义;SVD第一模态和第二模态分别反映了贝加尔湖以东南下的反气旋式偏北扰动大风(或气旋式偏南扰动大风)和中国东部平原入海的气旋式扰动风场(或反气旋式扰动风场)对中国东部海域海浪的扰动影响。此外,SVD分析还揭示了冬季影响中国东部海域海浪的大风关键区和移动路径;随着时间的推移,大风关键区从贝加尔湖以东逐步由蒙古南下影响中国东北和华北地区,最后到达中国东部海域。     

Satellite-derived SST validation based on in-situ data during summer in the East China Sea and western North Pacific

Satellite-derived sea surface temperature (SST) is validated based on in-situ data from the East China Sea (ECS) and western North Pacific where most typhoons, which make landfall on the Korean peninsula, are formed and pass. While forecasting typhoons in terms of intensity and track, coupled ocean-typhoon models are significantly influenced by initial ocean condition. Potentially, satellite-derived SST is a very useful dataset to obtain initial ocean field because of its wide spatial coverage and high temporal resolution. In this study, satellite-derived SST from various sources such as Tropical Rainfall Measuring Mission Microwave Imager (TMI), Advanced Microwave Scanning Radiometer for Earth Observing System (AMSR-E) and New Generation Sea Surface Temperature for Open Ocean (NGSST-O) datasets from merged SSTs were compared with in-situ observation data using an indirect method which is using near surface temperature for validation of satellite derived SST. In-situ observation data included shipboard measurements such as Expendable Bathythermograph (XBT), and Conductivity, Temperature, Depth (CTD), and Argo buoy data. This study shows that in-situ data can be used for microwave derived SST validation because homogeneous features of seawater prevail at water depths of 2 m to 10 m under favorable wind conditions during the summer season in the East China Sea. As a result of validation, root-mean-square errors (RMSEs) are shown to be 0.55 °C between microwave SST and XBT/CTD data mostly under weak wind conditions, and 0.7 °C between XBT/CTD measurement and NGSST-O data. Microwave SST RMSE of 0.55 °C is a potentially valuable data source for general application. Change of SST before and after typhoon passing may imply strength of ocean mixing due to upwelling and turbulent mixing driven by the typhoon. Based on SST change, ocean mixing, driven by Typhoon Nari, was examined. Satellite-derived SST reveals a significant SST drop around the track immediately following the passing of Typhoon Nari in October, 2007.     

东海黑潮温盐与中国东部气温和降水的相互关系

采用东海黑湖主流段长时间序列的实测温盐资料,研究了东海黑潮上层温度、上层盐度的变化及其与中国东部降水和地面气温的关系。结果表明,在过去50年内,东海黑潮上层海温呈上升趋势,而上层盐度略呈下降趋势。东海黑潮上层海温和我国东部地面气温的关系在冬季十分密切,呈现出大面积显著的正相关,这与冬季南下冷空气的整体降温作用有关。夏季,长江中下游江水的增多致使大量长江冲淡水入海,导致黑潮上层水盐度下降,此时东海黑潮上层盐度与我国大陆东部降水呈负相关。     

初论东海黑潮锋的区域性差异

本文基于历史资料(1934～1988)和近期中、日黑潮合作调查结果分析指出,东海黑潮锋在其三维结构和季节变化等方面皆存在较明显的区域性差异.初步研究表明,地形效应是导致上述差异的主导因素.同时,季风和海面冷却在产生东海黑潮锋的区域性差异中亦起着重要的作用.     

基于MTSAT卫星的我国东部沿海雾区的自动识别

本文综合运用可见光反射率阈值法,3×3像元空间一致性检测法,红外亮温阈值法及双通道差值法,建立全天候海雾遥感监测算法,并利用MTSAT卫星资料,对2006年4～5月间我国东部沿海海雾进行个例监测试验,并进行卫星图象的目视真实性检验.监测结果表明,该方法能较好地实现云雾自动分离.在夜间,能有效分离低层云雾和晴空像元;当出现逆温雾时,雾仍可以被有效地判识出来.     

Interannual to decadal variability of the Kuroshio Current in the East China Sea from 1955 to 2010 as indicated by in-situ hydrographic data

The temporal and spatial variability of the Kuroshio Current was analyzed. Current data were estimated from hydrographic data collected from areas within the central East China Sea (PN section) from 1955 to 2010 and the Tokara Strait (TK section) from 1987 to 2010. To reduce the bias caused by cruise-dependent spatial resolution among the data, grid-consistent temperature and salinity fields were reconstructed by use of a regression relationship to account for anomalies between observed stations and grid points. The mass imbalance problem between the PN and TK sections, which appears stochastically when viewed by use of the dynamic method, was solved by use of the inverse method. The estimated Kuroshio volume transport (KVT) was found to be closely consistent with that of current observations and had an uncertainty of 2.4 Sv. The KVT seemed to have neither a regime shift in approximately 1976 nor a sharply increasing trend. The KVT was dominated by 2–5 year modulating interannual variability with an amplitude of 2.8 Sv, followed by weak 20-year decadal variability with an amplitude of 0.33 Sv. Empirical orthogonal function analysis of the currents suggested that the temporal and spatial variability of the Kuroshio Current in the PN section was dominated by a transport mode, manifested by the high variability of current on the seaward side of current core with expansion or shrinkage of the core. In contrast, the temporal and spatial variability of the Kuroshio Current in the TK section was dominated by a meandering mode, as indicated by the migration of the Kuroshio axis in the south gap of the Tokara Strait.     

黄海南部和东海小黄鱼资源分布差异性研究

根据2006年6月～2007年4月黄海南部和东海底拖网监测调查资料,比较分析了2个海域小黄鱼资源密度指数(CPUE)分布、环境因子特征、CPUE与环境因子相关关系的差异.研究结果表明,黄海南部和东海小黄鱼资源密度指数分布除了秋季分布有显著差异之外(t′_((33))=2.69,P=0.011),其余季节分布均无显著差异(春季:t′_((43))=1.68,P=0.104;夏季:t′_((60))=0.31,P=0.756 7;冬季:t′_((43))=1.74,P=0.089);夏季的底层盐度分布和水深分布没有明显差异,在其他季节,黄海南部和东海的底层水温、底层盐度和水深分布等环境特征的差异明显,均达到极显著(P<0.01)或显著(P<0.05)水平;资源密度与环境因子回归分析和AIC模型选择中,2个海域夏季的小黄鱼资源密度受到有显著性影响的环境因子数最多,而冬季受到有显著性影响的环境因子最少.综合推断,黄海南部和东海小黄鱼具有不同空间分布特征和环境分布特征,2个海域的小黄鱼分属于不同种群,但在2个海域交界处有混栖种群.     

Sediments in the East China Sea

This paper describes measurements of sediments during the 2000-2001 Asian Seas International Acoustic Experiment in the East China Sea. A number of techniques were used to infer properties of these sediments, including gravity and piston cores, subbottom profiling using a water gun, long-range sediment tomography, and in situ measurement of conductivity. Historical data from echosounder records and cores showed two regions of surficial sediments in the experimental area: a silty area to the west and a sandy area to the east. The tomography, cores, and water-gun measurements confirm the two surficial sediment regions seen in the historical data and also indicate that the subbottom structure at the experimental site consists of a thin (0-3 m thick) layer of sandy sediment directly beneath the sea floor. Below this layer, there is an extensive package of sediment with relatively uniform acoustic attributes. Core analysis shows that the surface sediment layer varies in compressional wave speed from a low near 1600 m/s in the west side of the experiment area to 1660 m/s in the east side of the experiment area. Long-range sediment tomography inversions show a similar spatial variation in the surface layer properties. In addition, the layer thickness as determined from tomography is consistent with the estimates from subbottom profiling.     

Trichodesmium in the East China Sea

A study is made on the surface distribution ofTrichodesmium thiebautii Gomont in the East China Sea during the years 1961–1967.

1. This alga is very scarce or absent in the period from January to March, and begins to increase in May and June, reaching the maximum population density from July to September, and again decreases in October and November.
2. In summerT. thiebautii is predominantly distributed in the area along the Kuroshio current with high densities of 10²–10³ filaments/l, occasionally exceeding 10³ filaments/l. This alga is estimated to occupy the major part or almost all the parts of chlorophylla in situ contained in the surface water of this season.
3. The occurrence ofT. thiebautii off the southern coasts of Central Japan seems to be caused rather by the multiplication in its own habitat than by the transportation by the Kuroshio current from the East China Sea.

     

东中国海业务化海流雷达观测及数据服务平台

由武汉大学研发的海洋状态监测及分析雷达（OSMAR）,被布置于东中国海沿岸的6个雷达站点,用于观测海表面速度（海流,波浪,风）。本研究以雷达观测的流场为例,阐述了一个业务化海表面流雷达观测及数据服务平台,给出了一个从数据获取、传输、处理、可视化以及服务的业务化流程。详细描述了业务化平台中包含三个系统（雷达观测系统、数据服务系统、可视化服务系统）,以及各系统间的数据流。各站点获取的流速将在雷达观测系统中数据接收和预处理中心进行集成,然后传输到数据服务系统进行质量控制。用户可以在数据服务系统的主界面上对数据进行浏览,也能够获取这些数据。可视化服务系统能够在球体平台上对数据产品进行直观展示。通过业务化平台可以对东中国海的海流进行实时监测,也能够对海流的日变化以及季节性变化进行研究。     

Sediment transport in the Yellow Sea and East China Sea

Eight survey cruises in different seasons have been conducted in the Yellow Sea (YS) and East China Sea (ECS) during the period from 2000 to 2008. Suspended sediment concentration (SSC) and hydrological data were collected during each cruise. Data analysis showed that total suspended sediment mass was approximately 0.18 × 10⁹ tons in the surveyed area during spring and autumn seasons. Highly turbid waters were found in the shallow waters between the Subei coast, the Changjiang estuary and the Zhejiang coast with seasonal variations.