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Delineation of marine ecosystem zones in the northern Arabian Sea during winter

机译:在冬季划分海洋生态系统区在北阿拉伯海

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The spatial and temporal variability of marine autotrophic abundance, expressed as chlorophyll concentration, is monitored from space and used to delineate the surface signature of marine ecosystem zones with distinct optical characteristics. An objective zoning method is presented and applied to satellite-derived Chlorophyll?a (Chl?a) data from the northern Arabian Sea (50–75°E and 15–30°N) during the winter months (November–March). Principal component analysis (PCA) and cluster analysis (CA) were used to statistically delineate the Chl?a into zones with similar surface distribution patterns and temporal variability. The PCA identifies principal components of variability and the CA splits these into zones based on similar characteristics. Based on the temporal variability of the Chl?a pattern within the study area, the statistical clustering revealed six distinct ecological zones. The obtained zones are related to the Longhurst provinces to evaluate how these compared to established ecological provinces. The Chl?a variability within each zone was then compared with the variability of oceanic and atmospheric properties viz. mixed-layer depth (MLD), wind speed, sea-surface temperature (SST), photosynthetically active radiation (PAR), nitrate and dust optical thickness (DOT) as an indication of atmospheric input of iron to the ocean. The analysis showed that in all zones, peak values of Chl?a coincided with low SST and deep MLD. The rate of decrease in SST and the deepening of MLD are observed to trigger the algae bloom events in the first four zones. Lagged cross-correlation analysis shows that peak Chl?a follows peak MLD and SST minima. The MLD time lag is shorter than the SST lag by 8?days, indicating that the cool surface conditions might have enhanced mixing, leading to increased primary production in the study area. An analysis of monthly climatological nitrate values showed increased concentrations associated with the deepening of the mixed layer. The input of iron seems to be important in both the open-ocean and coastal areas of the northern and north-western parts of the northern Arabian Sea, where the seasonal variability of the Chl?a pattern closely follows the variability of iron deposition.
机译:从空间监测海洋自养丰度的空间和时间可变性,表达为叶绿素浓度,并用来用不同的光学特性描绘海洋生态系统区域的表面特征。提出了一种客观的分区方法,并施用于卫星衍生的叶绿素?在冬季(11月至3月)期间来自北阿拉伯海(50-75°E和15-30°N)的卫星衍生的叶绿素?A(CHL?a)数据。主要成分分析(PCA)和聚类分析(CA)用于统计地描绘CHL?A中的CHL?A进入区域,具有类似的表面分布图案和时间变异性。 PCA识别可变性的主要组成部分,并且CA基于类似的特性将这些分成区域。基于CHL的时间变异性?研究区域内的模式,统计集群揭示了六个不同的生态区域。所获得的区域与龙尔斯特省份有关,以评估与既定生态省份相比的省份。然后将每个区域内的变异性与海洋和大气性质的可变性进行比较。混合层深度(MLD),风速,海面温度(SST),光合作用辐射(PAR),硝酸盐和灰尘光学厚度(点)作为铁到海洋的大气输入的指示。分析表明,在所有区域,CHL的峰值Δa恰好与低SST和深mLD。观察到SST的减少率和MLD的深化,以触发前四个区域中的藻类绽放事件。滞后的互相关分析显示峰值CHL?a跟随MLD和SST最小值。 MLD时间滞后比SST滞后短8?天,表明冷却表面条件可能具有增强的混合,导致研究区域的主要生产增加。对每月气候硝酸盐值的分析显示与混合层加深相关的浓度增加。铁的输入似乎在北部和西北部地区的开阔海洋和沿海地区都很重要,其中CHL的季节变异性?图案密切关注铁沉积的可变性。

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