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A compilation of global bio-optical in situ data for ocean-colour satellite applications

机译:汇编用于海洋彩色卫星的全球生物光学原位数据

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摘要

A compiled set of in situ data is important to evaluate the quality of ocean-colour satellite-data records. Here we describe the data compiled for the validation of the ocean-colour products from the ESA Ocean Colour Climate Change Initiative (OC-CCI). The data were acquired from several sources (MOBY, BOUSSOLE, AERONET-OC, SeaBASS, NOMAD, MERMAID, AMT, ICES, HOT, GePandCO), span between 1997 and 2012, and have a global distribution. Observations of the following variables were compiled: spectral remote-sensing reflectances, concentrations of chlorophyll α, spectral inherent optical properties and spectral diffuse attenuation coefficients. The data were from multi-project archives acquired via the open internet services or from individual projects, acquired directly from data providers. Methodologies were implemented for homogenisation, quality control and merging of all data. No changes were made to the original data, other than averaging of observations that were close in time and space, elimination of some points after quality control and conversion to a standard format. The final result is a merged table designed for validation of satellite-derived ocean-colour products and available in text format. Metadata of each in situ measurement (original source, cruise or experiment, principal investigator) were preserved throughout the work and made available in the final table. Using all the data in a validation exercise increases the number of matchups and enhances the representativeness of different marine regimes. By making available the metadata, it is also possible to analyse each set of data separately. The compiled data are available at doi:10.1594/PANGAEA.854832 (Valente et al., 2015).
机译:一组汇编的原位数据对于评估海洋彩色卫星数据记录的质量非常重要。在这里,我们描述了为验证ESA海洋颜色气候变化倡议(OC-CCI)的海洋颜色产品而汇编的数据。数据来自1997年至2012年之间的数个来源(MOBY,BOUSSOLE,AERONET-OC,SeaBASS,NOMAD,MERMAID,AMT,ICES,HOT,GePandCO),并且分布在全球。汇编了以下变量的观测值:光谱遥感反射率,叶绿素α的浓度,光谱固有光学性质和光谱扩散衰减系数。数据来自通过开放Internet服务获取的多项目档案,或者来自直接从数据提供者获取的单个项目。实施了均质化,质量控制和合并所有数据的方法。除了对时间和空间上接近的观测值进行平均,消除质量控制和转换为标准格式后的某些点以外,对原始数据没有任何更改。最终结果是一个合并表,用于验证卫星衍生的海洋色产品,并以文本格式提供。在整个工作过程中,每个原位测量(原始数据,巡航或实验,主要研究人员)的元数据均被保存,并在最终表中提供。在验证活动中使用所有数据会增加对决次数,并增强不同海洋制度的代表性。通过提供元数据,还可以分别分析每组数据。汇编数据可在doi:10.1594 / PANGAEA.854832(Valente et al。,2015)上获得。

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