The easiest way to obtain the ctd.py module used in previous posts is to
download the source code for
the oceans python module and add the python-oceans/oceans directory to your
PYTHONPATH
similar to what we done for the python-gsw.
To clone the repository using mercurial type:
hg clone https://code.google.com/p/python-oceans/
and to update:
hg pull
hg update
Now you can import the pandas modified DataFrame and load CTD (SeaBird
CNV
and FSI ASCII
formats) and XBT (EDF
) files directly.
from oceans.ctd import DataFrame
seabird_cast = DataFrame.from_cnv(fname)
fsi_cast = DataFrame.from_fsi(fname)
xbt = DataFrame.from_edf(fname)
The available methods are:
split
: Separate upcast from downcast.plot_vars
: Plot two variables together (usually Salinity and Temperature).swap_index
: Change the index (usually from pressure to depth or scan count).press_check
: Check for pressure inversions.get_maxdepth
: Cast maximum depth.plot_section
: If the DataFrame is a collection of CTD stations this plot the section.
There is also a modified pandas Series (1D DataFrames) with the following methods:
plot
: Plot the CTD profile.smooth
: Smooth the profile.despike
: Remove spikes from the data.bindata
: Performs a bin average.
In [2]:
HTML(html)
Out[2]: