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Mediterranean Sea Hydrographic Atlas: towards optimal data analysis by including time-dependent statistical parameters

机译:地中海水文地图集:通过包括随时间变化的统计参数,进行最佳数据分析

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The goal of the present work is to provide the scientific community with a high-resolution atlas of temperature and salinity for the Mediterranean Sea based on the most recent datasets available and contribute to the studies of the long-term variability in the region. Data from the pan-European marine data infrastructure SeaDataNet were used, the most complete and, to our best knowledge, best quality dataset for the Mediterranean Sea as of today. The dataset is based on in situ measurements acquired between 1900 and 2015. The atlas consists of horizontal gridded fields produced by the Data-Interpolating Variational Analysis, in which unevenly spatial distributed measurements were interpolated onto a 1∕8° × 1∕8° regular grid on 31 depth levels. Seven different types of climatological fields were prepared with different temporal integration of observations. Monthly, seasonal and annual climatological fields have been calculated for all the available years, seasonal to annual climatologies for overlapping decades and specific periods. The seasonal and decadal time frames have been chosen in accordance with the regional variability and in coherence with atmospheric indices. The decadal and specific-period analysis was not extended to monthly resolution due to the lack of data, especially for the salinity. The Data-Interpolating Variational Analysis software has been used in the Mediterranean region for the SeaDataNet and its predecessor Medar/Medatlas Climatologies. In the present study, a more advanced optimization of the analysis parameters was performed in order to produce more detailed results. The past and present states of the Mediterranean region have been extensively studied and documented in a series of publications. The purpose of this atlas is to contribute to these climatological studies and get a better understanding of the variability on timescales from months to decades and longer.
机译:本工作的目标是根据最新的可用数据集,为科学界提供关于地中海的温度和盐度的高分辨率地图集,并有助于对该地区的长期变化进行研究。迄今为止,使用了来自泛欧洲海洋数据基础设施SeaDataNet的数据,而这些数据是迄今为止最完整的,就我们所知,是地中海质量最高的数据集。该数据集基于1900年至2015年之间获得的现场测量结果。地图集由数据插值变分分析产生的水平网格场组成,其中空间分布不均匀的测量值被插值到1∕8°×1∕8°正则网格位于31个深度级别。利用不同的观测时间积分准备了七种不同类型的气候场。已经计算了所有可用年份的月度,季节和年度气候场,重叠了数十年和特定时期的季节至年度气候。已根据区域变化和与大气指数的一致性来选择季节和十年时间框架。由于缺乏数据,特别是盐度的数据,十年和特定时期的分析未扩展到月度分辨率。数据插值变化分析软件已在地中海地区用于SeaDataNet及其前身Medar / Medatlas气候学。在本研究中,为了产生更详细的结果,对分析参数进行了更高级的优化。地中海地区的过去和现在状态已被广泛研究并记录在一系列出版物中。本图集的目的是为这些气候学研究做出贡献,并更好地理解从几个月到几十年甚至更长的时间尺度上的变异性。

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