source:
trunk/adm/guides/generate_tropflux.rst
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Generate Tropflux, 4 steps
Gather data
OAFLUX data
for sea land mask
tools:
- ERA-I data
(wind components at 10m, air temperature at 2m, dewpoint temperature at 2m, net SW, net LW)
tools:
- ISCCP shortwave
Now: we get them directly on the OAFLUX grid from (server is down, could not get the address)
- Eventually: we should retrieve them from ISCCP page (ftp://isccp.giss.nasa.gov/pub/data/FC/ ) and interpolate them we need FD${YYYY}${MM}__${SS}${FF}SFC.EQ files where:
- YYYY and MM are year and month SS is LW (longwave) and SW (shortwave)
FF: I don't know which one we need to pick. I'll have to inquire about that
- OLR
get NOAA interpolated and uninterpolated OLR data
Interpolate datasets onto the OAFLUX grid
- tools :
There's also one additional step to convert ERA-I dewpoint T into specific humidity.
The OLR interpolation also involves combining the delayed time and realtime OLR datasets, which is not done extremely cleanly now.
Result after that, 7 netcdf files for: NOAA OLR, ERA-I Ta , ERA-I qa , ERA-I wind speed, ERA-I SST, ISCCP net SW, ERA-I net LW.
Apply corrections which have been previously estimated from mooring data (see :ref:`generate_statistics`)
- tools :
There are two steps for the wind correction: the statistical correction from observations, and the gustiness correction.
Result after that, 7 netcdf files for: NOAA OLR, ERA-I Ta , ERA-I qa , ERA-I wind speed, ERA-I SST, ISCCP net SW, ERA-I net LW.
Apply the COARE v3 algorithm to compute turbulent fluxes
After that step, there are 5 files: Tropflux Ta , qa , SST, wind, and one file with the 4 components of the net flux (sensible, latent, SWR, LWR)