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DISDRODB L0 processing

DISDRODB L0 processing#

DISDROB enables to process the data from the command line or by calling a python function. The following sections describe how to use the disdrodb software to generate DISDRODB L0B netCDF files.

Launch DISDRODB L0 processing for a specific station#

Command line solution

disdrodb_run_l0_station <data_source> <campaign_name> <station_name> [parameters]

Example:

disdrodb_run_l0_station EPFL_2008 10 --l0a_processing True --l0b_processing True --force True --verbose True --parallel False

Type disdrodb_run_l0_station --help in the terminal to get more information on the possible parameters.

Pythonic solution

from disdrodb.l0 import run_disdrodb_l0_station

run_disdrodb_l0_station(data_source, campaign_name, station_name, **kwargs)

Example :

from disdrodb.l0 import run_disdrodb_l0_station
from disdrodb.configs import get_base_dir

base_dir = get_base_dir()
data_source = "EPFL"
campaign_name = "EPFL_2008"
station_name = "10"

# L0 processing settings
l0a_processing = True
l0b_processing = True
l0b_concat = True
remove_l0a = False
remove_l0b = False

# L0 processing options
force = True
verbose = True
debugging_mode = True
parallel = False

# Run the processing
run_disdrodb_l0_station(
    base_dir=base_dir,
    data_source=data_source,
    campaign_name=campaign_name,
    station_name=station_name,
    # L0 processing settings
    l0a_processing=l0a_processing,
    l0b_processing=l0b_processing,
    l0b_concat=l0b_concat,
    remove_l0a=remove_l0a,
    remove_l0b=remove_l0b,
    # L0 processing options
    parallel=parallel,
    verbose=verbose,
    force=force,
    debugging_mode=debugging_mode,
)

Launch DISDRODB L0 processing for a set of stations#

DISDRODB offers an utility to run the process of multiple stations with a single command.

In the code example belows, if --data_sources, --campaign_names, --station_names are not specified, the command will process all stations available within the local DISDRODB Data Archive. Starting from all the available stations, the optional specification of the --data_sources , --campaign_names and --station_names will restrict the stations that will be processed.

For example:

  • if only the --campaign_names argument is specified, DISDRODB will process only the stations of such campaigns.

  • if only the --data_sources argument is specified, DISDRODB will process all the stations of such data sources.

  • if only the --station_names argument is specified, DISDRODB will process only the specified stations.

Command line solution

disdrodb_run_l0 --data_sources <data_sources> --campaign_names <campaign_names> --station_names <station_names> [parameters]

Example :

disdrodb_run_l0 --campaign_names EPFL_2008 --l0a_processing True --l0b_processing True --parallel False

To specify multiple campaigns you can do the follow

disdrodb_run_l0  --campaign_names 'EPFL_2008 LOCARNO_2018' --l0a_processing True --l0b_processing True --parallel False

Type disdrodb_run_l0 --help in the terminal to get more information on the possible parameters.

Pythonic solution

from disdrodb.l0 import run_disdrodb_l0

run_disdrodb_l0(data_source, campaign_name, **kwargs)

Example :

from disdrodb.l0 import run_disdrodb_l0
from disdrodb.configs import get_base_dir

base_dir = get_base_dir()
data_sources = ["EPFL"]
campaign_names = ["EPFL_2008"]

# L0 processing settings
l0a_processing = True
l0b_processing = True
l0b_concat = False
remove_l0a = False
remove_l0b = False
# L0 processing options
force = True
verbose = True
debugging_mode = True
parallel = False

run_disdrodb_l0(
    base_dir=base_dir,
    data_sources=data_sources,
    campaign_names=campaign_names,
    # station_names=station_names,
    # L0 processing settings
    l0a_processing=l0a_processing,
    l0b_processing=l0b_processing,
    l0b_concat=l0b_concat,
    remove_l0a=remove_l0a,
    remove_l0b=remove_l0b,
    # L0 processing options
    parallel=parallel,
    verbose=verbose,
    force=force,
    debugging_mode=debugging_mode,
)
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