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\institute{Institut für Meteorologie und Klimatologie, Leibniz Universität Hannover}
\date{last update: \today}
\event{PALM Seminar}
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\title[Data Analysis]{Data Analysis}
\author{Siegfried Raasch}

\begin{document}

% Folie 1
\begin{frame}
\titlepage
\end{frame}

\section{Data Analysis}
\subsection{Data Analysis}

% Folie 2
\begin{frame}
   \frametitle{PALM Data Analysis}
   
   \footnotesize
   PALM  offers different ways of standard output to analyze the simulation data: 
   \begin{enumerate}
      \item<2-> Run control informations (for certain timesteps)
      \item<3-> Mean vertical profiles
      \begin{itemize}
         \item[-]<3-> horizontally averaged, instantaneous or time-averaged
      \end{itemize}
      \item<4-> Time series
      \item<5-> Two-dimensional cross sections ($xy$, $xz$, $yz$)
      \begin{itemize}
         \item[-]<5-> instantaneous or time-averaged, + averaged along 3rd dimension
      \end{itemize}
      \item<6-> Complete three-dimensional data arrays
      \begin{itemize}
         \item[-]<6-> instantaneous or time-averaged
      \end{itemize}
   \end{enumerate}
   \quad \onslide<7-> Others (spectra, particle data)\\
   \vspace{3mm}
   \onslide<8-> First item is pure ASCII-data to give a short overview of the run. All other output is in netCDF format and can be graphically displayed.\\
   \vspace{2mm}
   Additionally, power spectra can be output using the spectra-package (use \texttt{mrun}-option \texttt{“-p spectra“}).
   
\end{frame}

% Folie 3
\begin{frame}
   \tikzstyle{yellow} = [rectangle, fill=yellow!20, font=\scriptsize, minimum height=1.2cm]
   \tikzstyle{purple} = [rectangle, fill=magenta!10, font=\scriptsize, minimum height=0.9cm]
   \tikzstyle{white} = [rectangle, font=\tiny, minimum height=0.9cm]
      
   \frametitle{Processing Standard Output Data with Graphics Software (Public Domain-Software)}
   
   \footnotesize
   The standard output files are in netCDF format which can be easily displayed with \texttt{ncview}, \texttt{ncl}, or \texttt{ferret}.
   
   \begin{tikzpicture}[auto, node distance=0]
   
      % Zeile 1
      \node [yellow, text width=0.2\textwidth] (1) {standard output};
      \node [yellow, text width=0.25\textwidth, right=0.0cm of 1] (2) {names of local files created by PALM};   
      \node [yellow, text width=0.25\textwidth, right=0.0cm of 2] (3) {suffix of permanent files as defined in \texttt{.mrun.config}};   
      \node [yellow, text width=0.25\textwidth, right=0.0cm of 3] (4) {call of graphics software};   
      
      % Zeile 2      
      \node [purple, text width=0.2\textwidth, below=0.0cm of 1] (12) {mean vertical profiles};
      \node [white, text width=0.25\textwidth, below=0.0cm of 2] (22) {\texttt{DATA\_1D\_PR\_NETCDF}};
      \node [white, text width=0.25\textwidth, below=0.0cm of 3] (32) {\texttt{\_pr.nc}};
      \node [white, text width=0.25\textwidth, below=0.0cm of 4] (42) {\texttt{ncview <filename>}\\
      \texttt{palmplot pr <options>}\\
      \texttt{ferret -gui}};
      
      % Zeile 3      
      \node [purple, text width=0.2\textwidth, below=0.0cm of 12] (13) {time series};
      \node [white, text width=0.25\textwidth, below=0.0cm of 22] (23) {\texttt{DATA\_1D\_TS\_NETCDF}};
      \node [white, text width=0.25\textwidth, below=0.0cm of 32] (33) {\texttt{\_ts.nc}};
      \node [white, text width=0.25\textwidth, below=0.0cm of 42] (43) {\texttt{ncview <filename>}\\
      \texttt{palmplot ts <options>}\\
      \texttt{ferret -gui}};
      
      % Zeile 4           
      \node [purple, text width=0.2\textwidth, minimum height=1.5cm, below=0.0cm of 13] (14) {2d-cross-sections};
      \node [white, text width=0.25\textwidth, minimum height=1.5cm, below=0.0cm of 23] (24) {\texttt{DATA\_2D\_XY\_NETCDF}\\ \texttt{DATA\_2D\_XZ\_NETCDF}\\ \texttt{DATA\_2D\_YZ\_NETCDF}};
      \node [white, text width=0.25\textwidth, minimum height=1.5cm, below=0.0cm of 33] (34) {\texttt{\_xy.nc}\\ \texttt{\_xz.nc}\\ \texttt{\_yz.nc}};
      \node [white, text width=0.25\textwidth, minimum height=1.5cm, below=0.0cm of 43] (44) {\texttt{ncview <filename>}\\
      \texttt{palmplot xy <options>}\\
      \texttt{palmplot xz <options>}\\
      \texttt{palmplot yz <options>}\\
      \texttt{ferret -gui}};
                  
      % Zeile 5      
      \node [purple, text width=0.2\textwidth, below=0.0cm of 14] (15) {3d-data}; 
      \node [white, text width=0.25\textwidth, below=0.0cm of 24] (25) {\texttt{DATA\_3D\_NETCDF}};
      \node [white, text width=0.25\textwidth, below=0.0cm of 34] (35) {\texttt{\_3d.nc}};  
      \node [white, text width=0.25\textwidth, below=0.0cm of 44] (45) {\texttt{ncview <filename>}\\
      \texttt{palmplot xy <options>}\\
      \texttt{ferret -gui}};
   

   \end{tikzpicture}
\end{frame}

% Folie 4
\begin{frame}
   \frametitle{User Actions Necessary to Get Output}
   Example for the case of mean vertical profiles:
   \footnotesize
   \begin{enumerate}
   
      \item<2-> Carefully think about, which variables you want to analyze
      \begin{itemize}
         \scriptsize
	      \item[]<2-> e.g. temperature, wind, etc., resolved- or subgrid-scale?, output interval?, should they be time averaged?
      \end{itemize}
      
      \item<3-> Find and set the appropriate output parameters in the parameter file
      \begin{itemize}
         \scriptsize
	      \item[]<3-> \texttt{data\_output\_pr = 'pt', 'u', 'w ''pt'' ',  dt\_dopr = 900.0,}
	      \item[]<3-> \texttt{averaging\_interval\_pr = 600.0, dt\_averaging\_input\_pr = 10.0}
      \end{itemize}    
      
      \item<4-> Check, if the necessary file connection statements exist in the .mrun.config file
      \begin{itemize}
         \scriptsize
	      \item[]<4-> \texttt{DATA\_1D\_PR\_NETCDF   out:loc:tr  pr\#      \~{}/palm/current\_version/JOBS/\$fname/OUTPUT  \_pr  nc}
      \end{itemize}  
      
      \item<5-> Don't forget to activate the file connection statements by setting the correct activation string(s) in \texttt{mrun}-option \texttt{-r}
      \begin{itemize}
         \scriptsize
	      \item[]<5-> \texttt{mrun ... -r ''... pr\# ...'' ...}
      \end{itemize}   
      
      \item<6-> After job completion, change to the OUTPUT-directory and call the appropriate graphics software
      \begin{itemize}
         \scriptsize
	      \item[]<6-> \texttt{ncview <filename>} or \texttt{palmplot pr <options>}
      \end{itemize}  
   \end{enumerate}   

\end{frame}

\end{document}