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1.
浮游植物色素吸收与叶绿素a浓度关系研究是水色遥感生物-光学算法开发的重要组成部分,我们利用HD200304航次和HD200309航次的测量数据,开发了色素吸收系数的波段关系模型(αφ(λ)-αφ(675))和色素吸收系数与叶绿素a浓度关系(αφ(λ)-αφ(675))模型,并在模型开发的基础上,利用叶绿素a浓度反演典型波段的色素吸收系数,效果良好。  相似文献   

2.
用多层感知器模型由吸收光谱反演浮游植物色素   总被引:1,自引:0,他引:1       下载免费PDF全文
浮游植物吸收光谱已逐渐成为高光谱水色遥感的可获取参量。文章采用了多层感知器模型, 由珠江口担杆群岛附近水体的浮游植物吸收光谱进行了色素浓度的反演, 感知器的输入量是浮游植物吸收光谱, 输出量分别对应叶绿素a、叶绿素b、叶绿素c、光保护类胡萝卜素和非光保护类胡萝卜素五大类主要色素的浓度。分析结果表明, 叶绿素a和叶绿素c估算结果的平均相对偏差比较低, 在测试数据集中两者的偏差分别为19.06%和15.90%; 光保护类胡萝卜素和非光保护类胡萝卜素的估算浓度的相对偏差比较高, 对于测试数据而言, 分别为37.62%和36.96%; 叶绿素b浓度在测试数据集中的估算相对偏差约为27.47%。五大类色素在测试数据集和训练数据集的估算偏差比较接近, 已训练好的多层感知器可用于担杆岛水体中色素信息的反演。同时, 此色素反演方法也为遥感监测水体浮游植物种群动态提供了重要的手段。  相似文献   

3.
近20年渤海叶绿素a浓度时空变化   总被引:3,自引:0,他引:3  
浮游植物作为食物链的基础,对海洋生态系统具有重要作用。渤海作为我国最大的内海和重要渔业生物的产卵场、育幼场和索饵场,该区浮游植物研究具有重要意义。叶绿素a浓度是反映浮游植物生物量的重要指标。利用Google Earth Engine平台,对1997–2010年的宽视场海洋观测传感器(SeaWiFS)叶绿素a浓度数据和2002–2018年的水色卫星中分辨率成像光谱仪传感器(MODIS Aqua)叶绿素a浓度数据进行合并,并研究其时空变化特征。研究表明,近20年来,渤海全年叶绿素a浓度增加了14.1%,且增加显著。叶绿素a浓度在所有季节都呈现增加趋势;除11月外,其他各月都呈现稳定或增加趋势。从滦河入河口沿岸至渤海海峡的渤海中部,叶绿素a浓度增加较明显。同时也分析了海洋表面温度、风速和降水量数据。夏季渤海周边区域降水量和风速增加以及秋季海表温度的降低都有助于同季叶绿素a浓度的升高。渤海浮游植物可能受陆源营养物质输入影响较大。  相似文献   

4.
渤海海温与叶绿素季节空间变化特征分析   总被引:4,自引:0,他引:4  
以2003年MODIS数据为数据源,在图像处理、空间插值的基础上作海温与叶绿素浓度的空间相关分析。结果表明,整个海域的叶绿素浓度和海温的分布具有明显的区域和季节变化特征。基本规律是叶绿素浓度从近岸向渤海中央递减;温度则随季节发生变化,随着温度升高,近海叶绿素浓度增高,而渤海中央区域叶绿素浓度降低。渤海叶绿素浓度的分布与河口径流、季节等因素有关。从空间关系看,海温与叶绿素浓度不存在很明显的空间分布相关性,但不同季节有不同的相关性。上述研究可用于估算海洋初级生产力。  相似文献   

5.
滕越  邹斌  叶小敏 《海洋学报》2022,44(5):25-34
叶绿素a作为最重要的水质参数之一,是评价水体富营养化和初级生产力状况的主要因素。我国海洋一号C(HY-1C)卫星海岸带成像仪(CZI)具有高时空分辨率的观测优势。本文基于东海和南海现场实测数据建立了HY-1C卫星CZI叶绿素a浓度反演模型并在实测水域进行反演,与MODIS叶绿素a浓度反演产品进行了对比验证,应用CZI叶绿素a浓度模型在珠江口、长江口、渤海湾水域进行了叶绿素a浓度反演示例试验。结果表明,叶绿素a浓度模型估算浓度与实测浓度相关系数为0.774 3,平均相对误差为24.58%,利用实测叶绿素a浓度对模型进行精度验证,相关系数达到0.993 9,平均相对误差为18.49%。模型在实测水域反演得到的叶绿素a浓度分布与MODIS叶绿素a浓度产品分布大体一致。在珠江口水域反演得到叶绿素a浓度空间分布为由西北向东南逐级递减,峰值出现在珠江口西沿岸。在长江口、渤海湾反演叶绿素a浓度空间分布均符合地理实情。研究表明HY-1C卫星CZI数据可应用于中国近海水色定量化研究。  相似文献   

6.
鸭绿江河口最大浑浊带水动力特征对叶绿素分布的影响   总被引:3,自引:1,他引:2  
在河口最大浑浊带有独特的生态动力过程。利用鸭绿江河口最大浑浊带上下游两个定点站和大面站的流速、叶绿素和浊度数据,在分析最大浑浊带形成的基础上探讨了悬沙浓度与叶绿素浓度分布的对应关系及最大浑浊带水动力特征对叶绿素分布的影响。分析结果表明,定点站大小潮涨落潮时均出现悬沙浓度与叶绿素a浓度的高值分布中心,该中心主要出现在底部,且高叶绿素a浓度与高悬沙浓度中心相对应。通过对最大浑浊带形成机制的分析发现,强烈的底部泥沙再悬浮是鸭绿江河口最大浑浊带形成的主要原因。最大浑浊带内悬沙浓度与叶绿素a浓度的相关关系均为底层大于表层,大潮高于小潮;高叶绿素a浓度与高悬沙浓度时刻有很好的对应关系,在一定程度上表明水动力特征对叶绿素a浓度在时间和空间上的分布有重要影响。初步分析认为鸭绿江河口最大浑浊带内的高叶绿素a浓度主要是由再悬浮作用使底部沉积物中的底栖藻类和沉积物一起聚集在水体的底部造成的,但是该结论还有待结合其他相关研究进一步检验。  相似文献   

7.
台风对海洋叶绿素a浓度影响的延迟效应   总被引:2,自引:1,他引:1  
利用MODIS、SeaWiFS 3A资料详细分析了2000-2006年间西北太平洋海域主要台风对叶绿素a浓度的影响.结果发现,台风可导致叶绿素a浓度最大增长平均值为2.385倍,个别最高达10倍以上,且增长到最大值平均延迟5.94d;同时叶绿素a浓度最大值与无台风时叶绿素a浓度具有线性相关性,相关系数达0.889;叶绿素a浓度与相应的海域平均海水深度具有负的乘幂关系,其相关系数是0.87;台风后叶绿素a浓度的最大增长量与相应海域海水平均深度也呈负乘幂关系,其相关性略低于前者,相关系数为0.75.  相似文献   

8.
2004年春季长江河口水体与沉积物表层的叶绿素a浓度分布   总被引:3,自引:0,他引:3  
2004年5月7日至12日在31°~31.8°N、122.5°E以西到海水上溯至0盐度的长江河口进行14个站位叶绿素a浓度的现场观测,其中N1~N3、M1~M3、S1~S3和R6这10个观测站用3条渔船在4天内进行潮周期的涨憩、落急、落憩、涨急、涨憩5个潮时的准同步周日采样观测;对S2、S3、R2、R3、M3、N2和N3这7个位于长江入海口门站位进行表层泥样的叶绿素a浓度观测。结果表明,观测海区表层海水叶绿素a浓度为0.230~11.500μg/dm3,平均值为(1.514±1.712)μg/dm3,高值出现在观测海区东北部的长江冲淡水稀释区,表层海水叶绿素a浓度平面分布从该区的东北部向西南方向逐渐降低,离岸越近叶绿素a浓度越低,低值出现在长江口门内和测区西南部的广阔浑水区域;底层叶绿素a浓度为0.291~2.620μg/dm3,平均值为(1.186±0.531)μg/dm3,其变化幅度与平均浓度均明显低于表层。在涨憩、落急、落憩、涨急和涨憩5个潮周期中水柱平均叶绿素a浓度为1.198~1.910μg/dm3,涨憩和落急潮时,叶绿素a浓度自表层向底层逐渐下降;落憩和涨急潮时,表层的平均叶绿素a浓度略低于中层和底层。2004年春季观测海区叶绿素a浓度与往年夏季和秋季的观测结果相近,但明显高于冬季。表层沉积物叶绿素a浓度为(0.089±0.052)μg/g(湿重),仅占其上方水体平均叶绿素a浓度的极少部分,两者具有良好的相关性。  相似文献   

9.
南海东北部是寡营养海域,夏季浮游植物叶绿素浓度较低,热带气旋“风泵”效应带来的上层海洋扰动可能引起表层浮游植物的显著增长。以往的研究通常关注热带气旋风应力和海洋中尺度涡对上层海洋浮游植物的影响,本文利用航次CTD、实测叶绿素a浓度、Argo温盐剖面和遥感数据,探讨了台风“风泵”和黑潮共同作用下真光层内浮游植物的变化特征及其成因。结果表明,2015年台风“莲花”过境1周后产生向吕宋海峡西北侧南海海域(A区)入侵的黑潮流套,该入侵的黑潮流套使台风前原有的气旋涡消失,抑制了台风产生的上升流对表层(0~40 m)营养盐供给,使次表层(60~90 m)营养盐富集,进而抑制了表层的叶绿素a增长,促进了次表层叶绿素a的增长;吕宋海峡西侧南海海域(B区)表层的浮游植物叶绿素a浓度增加不仅是源于叶绿素最大层浮游植物的向上输运,更是由于浮游植物的繁殖增长;A区台风引起的流套式的黑潮入侵,促进了B区台风后气旋式流场的形成,产生的持续增强的气旋涡为B区表层叶绿素持续增长提供了充足的营养盐供给。  相似文献   

10.
厦门港海水光合色素特征   总被引:4,自引:0,他引:4  
应用反相高效液相色谱(RP-HPLC)方法分析测定了冬季厦门鼓浪屿水文观测站两周内不同潮位海水中的光合色素的组成与含量,包括多甲藻素、19‘-已酰基氧化岩藻黄素、硅甲藻黄素、硅藻黄素、玉米黄素、叶绿素a、脱镁叶绿素a、β-胡萝卜素等。同时还实测了小于藻、金藻、盐藻、甲藻、角毛藻、螺旋藻等多个实验室培养藻种的色素组成。数据表明,不同种类的藻类具有不同的色素组成特征,从海水中光合色素的分析数据可推测其浮游植物主要种类组成情况。潮汐的水动力情况在色素组成变化上有所反映,表明港内外的乳游植物组成分布有梯度存在,且在特征上有所不同。  相似文献   

11.
The interdependence between the seismo-acoustic properties of a marine sediment and its geotechnical/physical parameters has been known for many years, and it has been postulated that this should allow the extraction of geotechnical information from seismic data. Though in the literature many correlations have been published for the surficial layer, there is a lack of information for greater sediment depths. In this article, a desktop study on a synthetic seafloor model illustrates how the application of published near-surface prediction equations to subsurface sediments (up to several tens of meters burial depth) can lead to spurious predictions. To test this further, acoustic and geotechnical properties were measured on a number of sediment core samples, some of which were subjected to loading in acoustically-equipped consolidation cells (oedometers) to simulate greater burial depth conditions. For low effective pressures (representing small burial depths extending to around 10 meters subsurface), the general applicability of established relationships was confirmed: the prediction of porosity, bulk density, and mean grain size from acoustic velocity and impedance appears generally possible for the investigated sedimentary environments. As effective pressure increases through, the observed relationships deviate more and more from the established ones for the near-surface area. For the samples tested in this study, in some instances increasing pressure even resulted in decreasing velocities. There are several possible explanations for this abnormal behavior, including the presence of gas, overconsolidation, or bimodal grain size distribution. The results indicate that an appropriate depth correction must be introduced into the published prediction equations in order to obtain reliable estimates of physical sediment properties for greater subsurface depths.  相似文献   

12.
海上大直径钢管桩打桩过程中,桩周土体受到强烈扰动而发生强度弱化,掌握桩周土体强度弱化规律对于准确预测打桩过程、保证工程安全具有重要意义。为研究土体强度弱化规律,开展了环剪试验模拟打桩对桩周土体的扰动,测试土体强度随剪切速率的变化规律,建立了描述土体强度弱化规律的拟合公式,引入到打桩分析软件中。研究结果表明:土体的强度折减程度不仅与土体本身的性质有关还受到土体的埋深和剪切速率的影响,埋深越深土体强度折减程度越低,剪切速率越高土体强度折减越高,在打桩分析中可采用这里推荐的线性折减方法来模拟不同深度处土体强度的折减规律。  相似文献   

13.
Specific properties of the interannual sea level variations and annual tides in the Northwestern Pacific were studied. Several tide stations were monitored. The monthly mean sea level for the year of 1995 was analyzed at each tide station. A seismic event in 1995, some tectonic activity around the subject area, and the Kuroshio (the oceanic western boundary current) may possibly contaminate results which would have occurred from the astronomical annual tide alone.  相似文献   

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A set of 27 marine planktonic bacteria isolated from the polar regions was characterized by 16S rDNA sequencing and physiological and biochemical testing. More than half of these bacteria were positive for caseinase, gelatinase and 13-glucosidase, and could utilize glucose, maltose or malic acid as carbon source for cell growth. Twelve isolates expressed nitrate reduction activities. Except for one antarctic isolate BSwlO175 belonging to Actinobacteria phylum, these isolates were classified as γ-Proteobacteria, suggesting that γ-Proteobacteria dominated in cultivable marine bacterioplankton at both poles. Genus Pseudoalteromonas was the predominant group in the Chukchi Sea and the Bering Sea, and genus ShewaneUa dominated in cultivable bacterioplankton in the Prydz Bay. With sequence similarities above 97%, genus Psychrobacter was found at both poles. These 27 isolates were psychrotolerant, and significant 16S rDNA sequence similarities were found not only between arctic and antarctic marine bacteria ( 〉 99% ), but also between polar marine bacteria and bacteria from other aquatic environments ( ≥ 98.8% ), including temperate ocean, deep sea, pond and lake, suggesting that in the polar oceans less temperature-sensitive bacteria may be cosmopolitan and have a bipolar, even global, distribution at the species level.  相似文献   

17.
The effect of different fixation and storage protocols on the flow cytometric (FCM) simultaneous analysis of bacterioplankton and phytoplankton in coastal seawater samples (Mediterranean coastal lagoons) was investigated. FCM measurements (cell number, fluorescence and scatter characteristics) were obtained through DAPI staining. Three fixatives [glutaraldehyde (GA), formaldehyde (FA) and paraformaldehyde (PFA)] and two storage (3 months duration) methods (5 °C and −196 °C) were tested. Two dominant populations were detected in studied samples: bacteria and eukaryotic picophytoplankton. Adding fixatives (2% final concentration) appears necessary to obtain FCM exhaustive counts of all the bacteria and phytoplanktonic cells. This was related to the permeation effect of fixatives which allowed a better DAPI staining of the cells. Maximum fluorescence, i.e. optimal staining of the cells was obtained with FA or PFA, and significant lower fluorescences with GA. Fixed samples stored at 5 °C induced rapid cell loss. Only storage in liquid nitrogen of samples fixed with FA or PFA, allows mid-term (≥4 months) preservation of bacteria or picophytoplankton cell numbers, and limited evolution of DAPI-induced fluorescence and scatter characteristics.  相似文献   

18.
Sediment properties, such as water content and density, have been used to estimate the dry and wet weights, as well as the volume of sediment recovered and discharged, during benthic impact experiments conducted in the Pacific and Indian Oceans. The estimates show that the weights of dry (355-1332 t) and wet sediment (1651-4888 t) recovered during the experiments, are not only a function of the total duration and distance covered during the experiment, but also depend on water content and density of the sediment. Estimation of dry sediment and its volumetric ratio in the discharge, are key parameters for calculating the discharged volume. The estimated volume of wet sediment recovered (1427-4049 m 3 ) as well as discharged (2693-6951 m 3 ) during the experiments, provide important inputs to evaluate the sediment resettlement and migration. Using these estimates, the average depth of excavation on the seafloor, can also been calculated. However, the stages of sediment recovery and discharge are expressed differently in some of the experiments. In order to standardize these, different stages have been identified, and definitions of certain terms have been suggested, for use in the future. The methods of calculating different properties, as well as weight and volume of discharged sediment are described in the paper for use in other applications concerning deep-sea discharges.  相似文献   

19.
A vertically integrated model has been used to study the tidal circulation and currents in the Gulf of Kachchh along the west coast of India. The model is fully nonlinear and uses a semiexplicit finite difference scheme to solve the basic hydrodynamic equations on a staggered grid. The model is forced by prescribing the tides along the open boundary of the model domain. The flow is simulated both with and without the presence of the proposed tidal barrage across the Hansthal Creek in the Gulf of Kachchh. The results show a considerable change in the behavior of the tidal flow in the presence of the barrage.  相似文献   

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