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Variability of chlorophyll-a concentration in the North-Western part of the Black Sea based on satellite data analysis and modeling

机译:基于卫星数据分析和建模的黑海西北部叶绿素a浓度变化

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The main objective of this research is to study the interannual variability of the Black Sea chlorophyll-a concentrations related to the forcing of physical factors (SST, wind, sea circulation) and/or influence of climate variability. The Self-Organization Map (SOM) analysis was applied to identify typical (recurrent) spatial patterns of chlorophyll-a concentrations and physical forcing data. The results of SOM analysis are compared with temporal variability of the climatic indices (NAO, EAWR). The propagation of desalinated water through Danube delta along the Western Black Sea coast and the hydrological structure of shelf water are studied. The dynamics, the coastal current, and formation of Danube plume and salinity front are studied on the basis of numerical modeling which was adapted to the conditions of the North-Western shelf. The results of numerical modeling of effects of plume and buoyancy current evolution, shelf water stratification and wind forcing for summer period conditions are discussed. As a result, the model gives qualitatively correct position of salinity front related with Danube discharge, plume and alongshore current evolution.
机译:这项研究的主要目的是研究黑海叶绿素a浓度的年际变化与物理因素(SST,风,海洋环流)的强迫和/或气候变化的影响有关。应用自组织图(SOM)分析来确定叶绿素a浓度的典型(递归)空间模式和物理强迫数据。将SOM分析的结果与气候指数(NAO,EAWR)的时间变异性进行了比较。研究了淡水沿黑海西部沿多瑙河三角洲的扩散以及架子水的水文结构。在数值模拟的基础上研究了动力学,海岸流以及多瑙河羽状流和盐度锋的形成,该模型适用于西北陆架的条件。讨论了夏季条件下羽流和浮力流演变,架子水分层和强迫作用的数值模拟结果。结果,该模型定性地给出了与多瑙河排放,羽流和沿岸流演化有关的盐度前沿的正确位置。

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