Changeset 181 for altifloat/doc
- Timestamp:
- 10/05/15 11:11:24 (9 years ago)
- Location:
- altifloat/doc/ocean_modelling
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- 2 edited
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altifloat/doc/ocean_modelling/Draft1.tex
r180 r181 159 159 All the data detailed in this section were extracted for two target period : first from 25 August 2009 to 3 September 2009, and second from 28 August 2013 to 4 September 2013. 160 160 \subsection {Altimetry data} 161 Geostrophic surface velocity fields used as a background in the study were produced by Ssalt/\textit{Duacs} and distributed by \textit{Aviso}. Altimetric mission used were Saral, Cryosat-2, Jason-1\&2. Data were mapped daily at a resolution of 1/8$^o$ over Mediterranean Sea. Data were linearly interpolated every hour at the advection model time step. 161 Geostrophic surface velocity fields used as a background in the study were produced by Ssalt/\textit{Duacs} and distributed by \textit{Aviso}. Altimetric mission used were Saral, Cryosat-2, Jason-1\&2. The geostrophic absolute velocity fields were deduced from Maps of Absolute Dynamic Topography (MADT) using the regional Mediteranean Sea product. 162 163 Data were mapped daily at a resolution of 1/8$^o$. Data were linearly interpolated every hour at the advection model time step. 162 164 163 165 \subsection{\label{sec:drifters}Drifters data} … … 165 167 \begin{table} 166 168 \centering 167 \begin{tabular}{|c|c|c|c|c|c| }168 \hline 169 Deploy Date & Lat & Lon & Last Date & Lat & Lon \\170 \hline 171 29 Jul. 2009 & 31.90 & 34.42 & 28 Oct. 2009 & 34.1 & 31.77 \\172 \hline 173 03 Aug. 2009 & 32.59 & 32.63 & 26 Dec. 2009 & 32.92 & 34.28 \\174 \hline 175 27 Aug. 2013 & 33.28 & 34.95 & 22 Sep. 2013 & 36.77 & 35.94 \\176 \hline 177 27 Aug. 2013 & 33.28 & 34.98 & 04 Sep. 2013 & 34.13 & 35.64 \\178 \hline 179 27. Aug. 2013 & 33.28 & 35.03 & 17 Sep. 2013 & 34.88 & 35.88 \\169 \begin{tabular}{|c|c|c|c|c|c|c|} 170 \hline 171 Project & Deploy Date & Lat & Lon & Last Date & Lat & Lon \\ 172 \hline 173 NEMED & 29 Jul. 2009 & 31.90 & 34.42 & 28 Oct. 2009 & 34.1 & 31.77 \\ 174 \hline 175 NEMED & 03 Aug. 2009 & 32.59 & 32.63 & 26 Dec. 2009 & 32.92 & 34.28 \\ 176 \hline 177 Altifloat & 27 Aug. 2013 & 33.28 & 34.95 & 22 Sep. 2013 & 36.77 & 35.94 \\ 178 \hline 179 Altifloat & 27 Aug. 2013 & 33.28 & 34.98 & 04 Sep. 2013 & 34.13 & 35.64 \\ 180 \hline 181 Altifloat & 27. Aug. 2013 & 33.28 & 35.03 & 17 Sep. 2013 & 34.88 & 35.88 \\ 180 182 \hline 181 183 \end{tabular} … … 436 438 In the context of the Nemed deployment (see section ~\ref{sec:drifters}), we selected two drifters trajectories from 25 August 2009 to 3 September 2009. Assimilating the successive positions of the drifters every six hours, the AVISO velocity field was corrected. 437 439 438 In Fig.~\ref{fig:eddy-velocity}, the trajectory of the drifters were represented in gray, the AVISO surface geostrophic velocity field in blue and the corrected geostrophic field in red. In this case, it can be seen that the drifter trajectories were situated in an eddy. The AVISO field is produced by an interpolation method which tends to overestimate the spatial extent of the eddy and underestimate the intensity. 440 In Fig.~\ref{fig:eddy-velocity}, the trajectory of the drifters were represented in gray, the mean AVISO surface geostrophic velocity field in blue and the mean corrected geostrophic field in red. 441 442 The real trajectory of the drifters and the simulated trajectory using the total corrected field (sum of corrected field in red and the wind-indeuced velocity) are very close. 443 The mean position error (expressed in arc length) is $8.6\times 10^{-3}$ degrees with a maximum of $0.06$ degrees. The real trajectory and simulated trajectory would be indescernible in Fig.~\ref{fig:eddy-velocity}. 444 445 446 439 447 \begin{figure}[h] 440 448 \centering 441 449 \includegraphics[scale =0.6]{./fig/Eddy_velocity.png} 442 \caption{\label{fig:eddy-velocity} Corrected field (in red) compared to AVISO background fields (in blue). The assimilated drifter trajectories are represented in gray. The North-West coast in the figure is Cyprus.} 450 \caption{\label{fig:eddy-velocity} Corrected surface velocity field (in red) compared to AVISO background field (in blue). The assimilated drifter trajectories are represented in gray. The North-West coast in the figure is Cyprus.} 451 \end{figure} 452 453 454 In this case, it can be seen that the drifter trajectories were situated in an eddy. The AVISO field is produced by an interpolation method which tends to overestimate the spatial extent of the eddy and underestimate the intensity. In order to estimate the effect of the assimilation on the eddy characterics, we computed the Okubo-Weiss parameter~\citep{isern2004} on the mean velocity fields before correction (background) and after correction. Eddies are characterized by a negative Okubo-Weiss parameter, the value of the parameter is an indicator of the intensity of the eddy. Results are shown in Fig.~\ref{fig:okubo-weiss}. As exected, it can be noticed that the Okubo-Weiss parameter had greater absolute values and a slighlty smaller spatial extent which indicated a improvement of the Aviso processing bias. This results constitutes a validation of the assimilation method presented in this paper showing that eddies were better resolved after assimilating drifter trajectories. 455 456 \begin{figure}[h] 457 \centering 458 \includegraphics[scale=0.5]{./fig/okubo_weiss_aviso.png} 459 \includegraphics[scale=0.5]{./fig/okubo_weiss_analyse.png} 460 \caption{\label{fig:okubo-weiss} Okubo-Weiss parameter calculated on background field (upper panel) and corrected field (lower panel). The negativity of this parameter characterised eddies, and the absolute value corresponds to the intensity of the eddy. It can be noticed that eddy is smaller in size and more intense after the correction process.} 443 461 \end{figure} 444 462 -
altifloat/doc/ocean_modelling/mybib.bib
r176 r181 33 33 year = {2011}, 34 34 } 35 36 @article{isern2004, 37 title={Spatial structure of anticyclonic eddies in the Algerian basin (Mediterranean Sea) analyzed using the Okubo--Weiss parameter}, 38 author={Isern-Fontanet, Jordi and Font, Jordi and Garc{\'\i}a-Ladona, Emilio and Emelianov, Mikhail and Millot, Claude and Taupier-Letage, Isabelle}, 39 journal={Deep Sea Research Part II: Topical Studies in Oceanography}, 40 volume={51}, 41 number={25}, 42 pages={3009--3028}, 43 year={2004}, 44 publisher={Elsevier} 45 }
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