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Commit e4838ca2 authored by Charles Troupin's avatar Charles Troupin
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binning for level2

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...@@ -139,15 +139,15 @@ All the data provided by SOCIB are available in different, so-called processing ...@@ -139,15 +139,15 @@ All the data provided by SOCIB are available in different, so-called processing
\item[Level 0 (L0)]: this is the level closest to the original measurements, as it is designed to contain exactly the same data as the raw files provided by the instruments. The goal is to deliver a single, standardised netCDF file, instead of one or several files in a platform-dependent format. \item[Level 0 (L0)]: this is the level closest to the original measurements, as it is designed to contain exactly the same data as the raw files provided by the instruments. The goal is to deliver a single, standardised netCDF file, instead of one or several files in a platform-dependent format.
\item[Level 1 (L1)]: in this level, additional variables are derived from the existing ones (e.g., salinity, potential temperature). The attributes corresponding to each variable are stored in the netCDF file, with details of any modifications. Unit conversion are also applied if necessary. \item[Level 1 (L1)]: in this level, additional variables are derived from the existing ones (e.g., salinity, potential temperature). The attributes corresponding to each variable are stored in the netCDF file, with details of any modifications. Unit conversion are also applied if necessary.
\item[Level 1 corrected (L1\_corr)]: this level is only available for the CTD: a corrective factor is obtained by a linear regression between the salinity measured by the CTD and that measured by the salinometer. The files corresponding to that processing levels contain new variables of conductivity and salinity to which the correction was applied. Additional metadata regarding the correction are also provided in the file. \item[Level 1 corrected (L1\_corr)]: this level is only available for the CTD: a corrective factor is obtained by a linear regression between the salinity measured by the CTD and that measured by the salinometer. The files corresponding to that processing levels contain new variables of conductivity and salinity to which the correction was applied. Additional metadata regarding the correction are also provided in the file.
\item[Level 2 (L2)]: this level is only available for the gliders. It consists of regular, homogeneous and instantaneous profiles obtained by interpolating the L1 data. In other words, 3-dimensional trajectories are transformed into a time series of profiles. \item[Level 2 (L2)]: this level is only available for the gliders. It consists of regular, homogeneous and instantaneous profiles obtained by interpolating the L1 data. In other words, 3-dimensional trajectories are transformed into a set of instantaneous, homogeneous, regular profiles.
For the spatial and temporal coordinates: the new coordinates of the profiles are computed as the mean values of the cast readings. For the variables: a binning is performed, taking the mean values of readings in depth intervals centered at selected depth levels. By default, the vertical resolution (or bin size) is set to 1 meter.
This level was created mostly for visualization and post-processing purposes: specific tools designed to read and display profiler data can then be used the same way for gliders. This level was created mostly for visualization and post-processing purposes: specific tools designed to read and display profiler data can then be used the same way for gliders.
\end{description} \end{description}
The glider data require a specific processing to ingest and convert the raw data files produced by the coastal and deep units. This is done within a toolbox designed for this purpose and extensively described in \citet{TROUPIN16}, the capabilities of which includes metadata aggregation, data download, advanced data processing and the generation of data products and figures. Of particular interest is the application of a thermal-lag correction for un-pumped Sea-Bird CTD sensors \citep{GARAU11}, which improves the quality of the glider data. The glider data require a specific processing to ingest and convert the raw data files produced by the coastal and deep units. This is done within a toolbox designed for this purpose and extensively described in \citet{TROUPIN16}, the capabilities of which includes metadata aggregation, data download, advanced data processing and the generation of data products and figures. Of particular interest is the application of a thermal-lag correction for un-pumped Sea-Bird CTD sensors \citep{GARAU11}, which improves the quality of the glider data.
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\begin{table*}[htpb] \begin{table*}[htpb]
\caption{Characteristics of the instrument deployments in AlborEx.\label{tab:deployment}} \caption{Characteristics of the instrument deployments in AlborEx.\label{tab:deployment}}
\begin{tabular}{lcrrccc} \begin{tabular}{lcrrccc}
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