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利用高光谱监测数据反演浮游植物种群组成是当前海洋光学和水色遥感的研究热点。文章采用大西洋经向断面航次中走航式观测系统测量的海水总颗粒物吸收光谱数据, 尝试建立了两种模型对浮游植物粒级结构(Phytoplankton size class, 简称PSC)进行反演和比较讨论。一类模型是基于总颗粒物吸收光谱高斯分解获得的典型波段高斯带强度与色素浓度之间的关系, 建立了偏最小二乘回归模型(Partial Least Squares regression model, 简称PLS回归模型); 另一类模型是采用长波波段吸收基线高度推算海水总叶绿素a浓度, 进而根据Brewin等(2010) 生物量算法推算PSC的三组分模型(简称三组分模型)。模型比较验证结果显示, 两类模型对海水总叶绿素浓度的反演都有较高的精度, 相对偏差ME在15%左右; 对于三个粒级浮游植物对应的叶绿素浓度(Pico级Cp, Nano级Cn, Micro级Cm)的反演效果也相当, PLS回归模型反演的ME分别为28.4%、31.9%和41%, 三组分模型反演的ME分别为31%、35.9%、37.7%。研究结果初步表明了采用高光谱吸收系数反演浮游植物种群结构的潜在优势, 可为不同海域走航式高光谱观测系统的推广应用提供思路。 相似文献
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在珠江口、广东沿岸及南海北部三个航次生物-光学数据的基础上,研究了色素打包效应和色素成分的变化对浮游植物吸收系数的影响,结果表明,两种因素对吸收系数都有较大的贡献,但在不同的水体它们的影响程度各有不同.对网采浮游植物含量较高的珠江口和广东沿岸的水体而言,色素打包效应较强,对675 nm处比吸收系数的贡献平均分别为40%和20%;对微型浮游植物占主导地位的南海北部航次的水体,打包效应较弱,对675 nm处比吸收系数的影响平均仅为6%.采用多元线性回归的方法对吸收光谱进行分析,发现除叶绿素a之外的辅助色素对吸收系数的贡献主要表现在蓝绿光波段,三个航次440 nm波长处对总吸收的贡献平均分别为44%,43%和53%,其中对珠江口和广东沿岸航次的水体主要是光合类胡萝卜素的吸收贡献,而对南海北部航次的水体除了光合类胡萝卜素以外还要受到光保护类胡萝卜素的影响.由于河口、近岸和外海水体藻类粒级结构和辅助色素成分对浮游植物吸收系数的贡献有明显的差异,在南海北部水体建立比较精确的生物光学模型时,需考虑藻类粒级结构及色素成分对浮游植物吸收系数的影响. 相似文献
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浮游植物的粒级结构是一个重要的生物参数。基于南海北部海区不同水体环境下测量的生物光学数据, 作者深入研究了粒级结构对浮游植物吸收光谱的影响。结果表明, 选择443和510nm波段计算得到的浮游植物光谱斜率S对粒级结构的变化具有较高的敏感性, 其随着小型浮游植物比例的增大呈不断增加的趋势。S与水体叶绿素a浓度、浮游植物吸收系数(aph(443))之间表现出明显的正相关特征。以40%为界对不同粒级浮游植物的优势进行定义, 发现在S与叶绿素a浓度、aph(443)的关系分布中小型(Micro)和微微型(Pico)浮游植物占据优势的水体表现出较为明显的分界, 叶绿素a浓度和aph(443)分别在0.70mg•m-3和0.05m-1附近, 相应的S在0.0004(m•nm)-1左右。基于实测数据建立的遥感反射率蓝绿波段比值与S之间的统计关系, 决定系数高达0.91, 为从水色遥感数据反演浮游植物粒级结构提供了重要手段。 相似文献
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一、前言海水中的叶绿素,尤其是叶绿素a,是担负着海洋中95%以上有机物质的生产者——浮游植物细胞体内的主要色素,也是它们能够利用太阳光能把无机物转化为有机物的关键色素。由于海水中叶绿素a在各类浮游植物中广泛存在,且在相同条件下,其含量与浮游植物现存生物量及光合作用能力密切相关;又由于三色分光测定叶绿素a、b、c方法的建立,叶绿素—光强度测定初级生产力技术及走航、遥感等先进技术的应用,使得叶绿素,尤其是叶绿素a含量的测定在国际上得到广泛的应用和发展,并普遍成为表示海洋浮游植物现存生物量和估算海洋初级生产力的重要方法之一。七十年代初期,国内就有人开展这项工作。厦门港的浮游藻类,金德祥等作过多次调查和研究,而有关海水中叶绿素的含量及其在该海域的分布和变化规律还未见过报导。本文首次报导了厦门附近海域表层海水中叶绿素a、b、c和总量的测定及叶绿素a/c、a/b比值的统计结果,并以叶绿素a含量平面分布的逐月变化,反映出浮游植物现存生物量的季节变化和区域性分布的盛衰过程。还就几种优势硅藻、大陆迳流及理化环境等影 相似文献
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6.
依据2011-07强壮前沟藻藻种培养实验期间的实测数据,分析了其生消过程中各水色组分的吸收特性。结果表明:在生消过程的始末阶段,以非色素颗粒物和有色可溶性有机物(CDOM)吸收为主,中间阶段,则以浮游植物吸收为主。浮游植物吸收光谱在440nm和675nm存在明显的特征峰;在整个生消周期内先上升后降低,直至消失;非色素颗粒物和CDOM吸收光谱随波长增加均呈指数衰减趋势,前者光谱幅高先增后减,但后者变化无明显规律。各水色组分与叶绿素质量浓度均存在一定的相关关系,无论在生长期或是消亡期,浮游植物、非色素颗粒物吸收系数与叶绿素质量浓度存在正相关关系;但CDOM吸收系数与叶绿素质量浓度在生长期存在正相关关系,而在消亡期变为负相关关系。这可作为改进赤潮水体叶绿素质量浓度遥感算法、有效判别赤潮以及识别赤潮优势藻种等的科学依据。 相似文献
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基于2007年8月海洋光学浮标在珠江口投放期间获得的近16天的实测生物光学数据, 对一次藻华过程中水体总吸收系数和水色光谱的变化特性及其相互关系进行了研究。结果表明, 藻华前后水体中非藻类物质尤其是有色溶解有机物在蓝光波段具有较强的吸收贡献, 而当藻华爆发时, 随着叶绿素a浓度的急剧增大, 浮游植物的吸收贡献明显增强; 各波段之间总吸收系数呈现出较好的线性相关关系, 吸收光谱蓝绿波段比值的变化对遥感反射率的光谱分布有重要的贡献; 据此建立了对水体总吸收系数反演的经验关系模型, 表现出较高的反演精度, 计算值与实测值之间相对偏差的均方根在可见光波段可控制在24%以内。 相似文献
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浮游植物是水体生态系统中的重要初级生产者,其中硅藻贡献海洋初级生产力约40%,因此估算硅藻浓度对了解海洋生物地球化学过程和生态系统演变至关重要。本文基于2016年6月黄渤海和2018年7月黄渤海航次实测色素浓度数据集,利用CHEMTAX软件,获取硅藻浓度信息;之后,结合实测遥感反射率数据,利用奇异值分解方法,构建硅藻浓度反演模型。检验结果表明：模型的决定系数为0.80(p<0.001),平均绝对百分比误差和中值误差分别为58.62%和39.12%,模型适用度较高;经过卫星验证,该模型适用于GOCI(Geostationary Ocean Color Imager)传感器。将模型应用于2020年6月份GOCI月平均数据,其硅藻浓度空间分布趋势与前人研究一致。本研究成果可为近海水体硅藻生物量的遥感估算研究提供技术方法支撑。 相似文献
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南海真光层深度的遥感反演 总被引：5，自引：0，他引：5
海水真光层是指海洋浮游植物进行光合作用的水层,海水真光层深度的反演有利于对海洋初级生产力的估算。介绍了真光层深度的遥感反演算法,并根据实测资料,通过经验拟合得到南海海水真光层深度与海水漫衰减系数Kd(490)的关系:zeu=2.784/Kd(490)。经过与实测资料的对比发现,与其它通过叶绿素估算真光层深度的算法相比,本算法的精度明显提高。利用遥感估算的Kd(490)数据计算2003年南海的真光层深度,结果表明,南海陆源营养成分的输入以及南海环流是影响南海真光层变化的主要因素。 相似文献
10.
在南海北部、大亚湾及珠江口3个不同水体生物-光学数据的基础上, 研究了浮游植物粒径结构的变化特征, 建立了基于浮游植物吸收光谱提取的浮游植物粒径参数(S<f>)的混合光谱模型。南海海区不同的水体环境下浮游植物的粒级结构有着很大的差异: 在河口和沿岸水体小型浮游植物占优势, 在外海水体微微型浮游植物占优势。浮游植物粒径参数随小型浮游植物增多而减少, 随微微型浮游植物增多而增大。叶绿素a浓度从外海到沿岸逐渐增大, 浮游植物粒径参数随叶绿素a浓度的增大而减小, 它们之间呈幂函数关系。结果表明, 利用混合光谱模型得到的浮游植物粒径参数与南海海区不同水体的生物-光学特征(粒级结构Rpico和Rmicro、粒级指数SI、叶绿素a浓度)有一定的相关性。具体的相关性表示为: S<f>与粒级结构(Rpico和Rmicro)存在一定的关系, 与小型浮游植物和微微型浮游植物之间的线性相关系数分别是0.55和0.65; S<f>与浮游植物粒级指数(SI)有较好的线性关系, 相关系数是0.57; S<f>与叶绿素a浓度呈幂函数关系, 相关系数是0.64。这个混合光谱模型为从光学参数反演浮游植物种群的生态学信息提供了有效的手段, 同时又可用于分析浮游植物优势粒径结构对光学特性的影响。 相似文献
11.
Data from three cruises conducted in the Zhujiang River (ZR), coastal waters of Guangdong (CWGD) and the northern South China Sea (NSCS) during 2003 and 2004 were examined for assessing the relative importance of pigment composition and packaging effect in modifying the specific absorption coefficients of phytoplankton. The three survey regions differ widely in their phytoplankton community with large cells dominating the ZR and CWGD waters and small cells dominating the NSCS region. Variations in the size structure and the accessory pigments have much effect on the chlorophyll a-specific absorption coefficient of phytoplankton. The size index accounted for about 42% and 33% of the variation of the specific absorption coefficient at 440 and 675 nm, respectively. Using the multiple regression analysis approach, pigment concentrations for each sample were calculated. The accessory pigments other than chlorophyll a contribute to absorption mainly in the blue-to-green region of the spectrum and their absorptions account for about 44%, 43% and 53% on the average of the total phytoplankton absorption at 440 nm for the ZR, CWGD and NSCS regions. Among the accessory pigments, the photosynthetic carotenoids (noted PSC) play a dominant role in the ZR and CWGD waters, while in the NSCS the nonphotosynthetic carotenoids (noted PPC) as well as PSC have important contributions. Because the variations of both the size structure and accessory pigments in algal populations contributed to the variability of the specific absorption coefficient in the study regions, these factors may be considered explicitly in future bio-optical algorithms to derive chlorophyll a concentration more accurately. 相似文献
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《Deep Sea Research Part I: Oceanographic Research Papers》2007,54(10):1687-1703
Pigment indices were used to characterise the seasonal succession of phytoplankton, and associated changes in chlorophyll a and accessory pigments, in subtropical waters of the three ocean basins in the southern hemisphere. Diagnostic indices revealed the dominance of small flagellates and elevated biomass during winter–spring in the Pacific, mixed flagellate–prokaryote communities and intermediate biomass during early summer in the Atlantic, and prokaryote dominance with low biomass in mid-summer in the Indian Ocean. Photo-pigment indices indicated only a small variation in the chlorophyll a proportion of total pigments across the ocean basins, but the accessory pigments varied considerably. Under low temperature and irradiance conditions, the photosynthetic carotenoids were prominent, but as temperatures and irradiance increased and nutrients declined, there was a significant increase in the proportion of photoprotective carotenoids. At high temperatures and irradiances, the photoprotective carotenoids were the largest component of the pigment pool, exceeding the proportion of chlorophyll a. These variations in phytoplankton composition, and their photoacclimation status, could be explained according to environmental changes and have implications for satellite estimations of biomass and primary production. 相似文献
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基于诊断色素分析的胶州湾浮游藻功能类群研究 总被引：2，自引：0，他引：2
分析了2003年12月至2004年10月胶州湾18个站位7个航次的浮游藻色素组成(包括叶绿素和类胡萝卜素)。使用岩藻黄素、多甲藻黄素、色素组合(别黄素+19'-丁酰氧基岩藻黄素+19'-己酰氧基岩藻黄素+青绿藻黄素)和玉米黄素作为特定功能类群的诊断色素指标定义了四个浮游藻功能类群(PFTs), 即硅藻、甲藻、微型鞭毛藻和蓝细菌, 并根据各浮游藻功能类群的诊断色素(组合)占诊断色素总量的比例研究了各功能类群在胶州湾的时空分布特点, 结果表明硅藻是胶州湾的优势类群(平均占65.8%), 微型鞭毛藻次之(26.0%), 甲藻和蓝细菌最低(分别为6.3%和1.9%)。基于诊断色素指标的浮游藻功能类群分析是一种简便的判断优势浮游藻类群组成和丰度的方法。 相似文献
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《Oceanologica Acta》2002,25(3-4):125-134
Photoacclimatization of zooxanthellae extracted from the coral Pocillopora verrucosa was studied through the determination of pigments, light absorption and photosynthetic parameters, for samples collected in summer and winter between 1 and 40 m on a northwestern reef of Tahiti (French Polynesia). The same measurements were also performed on phytoplanktonic samples collected at a stable oceanic site north of the island. For the zooxanthellae, the variations with depth of all the parameters were generally of small amplitude. Seasonal differences were also observed. The photosynthetic to non-photosynthetic pigments ratio was higher at depth in both seasons and was higher in winter. The intracellular concentration of chlorophyll a and photosynthetic pigments was higher in winter, as was the photosynthetic pigments/chlorophyll a ratio, whereas the non-photosynthetic pigments/chlorophyll a ratio was higher in summer. Variations in the light absorption properties were also small. The photosynthetic parameters showed limited changes with depth with the largest variations (a factor of ∼2) observed for PBmax. The trends observed for the phytoplankton assemblage were generally of much higher amplitudes than for the zooxanthellae (e.g. for photosynthetic to non-photosynthetic pigments ratio or the saturation parameter, Ek). These results suggest that, in the very clear Polynesian waters, the amount of energy that reaches the zooxanthellae of P. verrucosa is not variable enough in the 1–40 m depth range to result in a drastic modification of the photosynthetic apparatus of the algae. 相似文献
15.
Selective transmission of light in the ocean waters and its relation to phytoplankton photosynthesis
Occurrence of the depth differences in pigment composition and photosynthetic properties of marine phytoplankton were examined in relation to the spectral changes of light with depth. Phytoplankton were taken from various depths in the northwestern North Pacific, and their absorption spectra were determined with intact cells and in 90% acetone extract. The photosynthetic activities of phytoplankton were concurrently measured under blue, green, red and white light. The difference in absorption spectra for the surface and deeper samples was considerably small, indicating that the prevailing green or blue light in the deeper layers may have little significance for depth-variations of the pigment composition in marine phytoplankton. The depth differentiation in the shape of the light-photosynthesis curve was marked in a well stratified water column but no active response of deeper phytoplankton to green light could be confirmed. The photosynthetic efficiencies of phytoplankton for blue and green light were approximately 105–115 % and 80–90 % of white light, respectively, irrespective of sampling depth.Contribution No. 261 from Shimoda Marine Biological Station 相似文献
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Remote sensing applications are important in the fisheries sector and efforts were on to improve the predictions of potential fishing zones using ocean color. The present study was aimed to investigate the phytoplankton dynamics and their absorption properties in the coastal waters of the southeastern Arabian Sea in different seasons during the year 2010 to 2011. The region exhibited 73 genera of phytoplankton from 19 orders and 41 families. The numerical abundance of phytoplankton varied from 14.235×103 to 55.075×106 cells/L. Centric diatoms dominated in the region and the largest family identified was Thalassiosiraceae with main genera as Skeletonema spp., Planktionella spp. and Thalassiosira spp. Annual variations in abundance of phytoplankton showed a typical one-peak cycle, with the highest recorded during premonsoon season and the lowest during monsoon season. The species diversity index of phytoplankton exhibited low diversity during monsoon season. Phytoplankton with pigments Chlorophyll a, Chlorophyll b, Chlorophyll c, peridinin, diadinoxanthin, fucoxanthin, β-carotene and phycoerythrobilin dominated in these waters. The knowledge on phytoplankton dynamics in coastal waters of the southeastern Arabian Sea forms a key parameter in bio-optical models of pigments and productivity and for the interpretation of remotely sensed ocean color data. 相似文献
17.
Latitudinal and Vertical Distributions of Phytoplankton Absorption Spectra in the Central North Pacific during Spring 1994 总被引：4，自引：0，他引：4
Vertical changes of phytoplankton absorption spectra along 175°E from 48°N to 15°S were examined during spring 1994. The absorption spectra were analyzed using three different approaches; averaging the spectra within same oceanic areas, EOF analysis, and multiple regression analysis. Average spectra showed differences in five oceanic areas; subarctic, Kuroshio, subtropical surface, equatorial surface, and subtropical and equatorial subsurface areas. The distributions of the EOF mode of the variance of absorption spectra and of the pigments estimated by the multiple regression analysis indicated consistent differences of the spectra between those areas. Kuroshio water contains highest chlorophyll a concentrations and low chlorophyll-a-specific absorption spectra, and this may be caused by the package effect with large phytoplankton cell and by low concentrations of photo-protected carotenoids. Subtropical and equatorial subsurface water showed high absorption at 480 nm and indicated the effects of chlorophyll b. Absorption of the subsurface phytoplankton also showed a shift of the blue peak, possibly caused by the presence of divinyl-chlorophyll a. The consistency of the three different analytical methods indicates that the phytoplankton absorption includes significant information on pigment composition along a north-south vertical section of the central North Pacific. 相似文献
18.
Pigment signatures of some diatoms isolated from China seas 总被引：1，自引：0，他引：1
1 Introduction Bacillariophyceae (commonly referred to as di- atoms) are a major component of the world’s marine phytoplankton pool, and they form the base of the food chain in many oceanic regions, especially in temperate seawaters (Llewellyn and Gibb, … 相似文献