gnssrefl.vwc_input module

gnssrefl.vwc_input.define_track_clusters(azimuths, gap_threshold=10)

Define satellite track clusters from observed azimuths.

Groups azimuths into distinct tracks by sorting them on the circle, finding the largest gap (natural break), then splitting at any gap exceeding the threshold. Handles 0/360 wrap.

Parameters:

  • azimuths (array-like) – Observed azimuth values in degrees for a single satellite

  • gap_threshold (float) – Minimum azimuth gap in degrees to split into separate tracks. Default 10.

Returns:

Each array contains the azimuths belonging to one track.

Return type:

list of numpy arrays

gnssrefl.vwc_input.main()
gnssrefl.vwc_input.parse_arguments()
gnssrefl.vwc_input.vwc_input(station: str, year: int, fr: str = None, min_tracks: int = 100, minvalperday: int = 10, bin_hours: int = None, minvalperbin: int = 5, bin_offset: int = None, extension: str = '', tmin: float = 0.05, tmax: float = 0.5, warning_value: float = 5.5)

Sets inputs for the estimation of vwc (volumetric water content). Picks up reflector height (RH) results for a given station and year-year end range and computes the RH mean values and writes them to a file. These will be used to compute a consistent set of phase estimates.

Secondarily, it will add vwc input parameters into the json previously created for RH estimates. If nothing is requested here, it will put the defaults in the file. That json file is then used when you run vwc.

Examples

vwc_input p038 2018

standard usage, station and year inputs

vwc_input p038 2018 -min_tracks 50

allow fewer values to accept a satellite track default is 100

Parameters:

  • station (str) – 4 character ID of the station

  • year (int) – full year

  • fr (int, optional) – GPS frequency: 1 (L1), 20 (L2C), 5 (L5). Only L2C is officially supported.

  • min_tracks (int, optional) – number of minimum daily tracks needed in order to keep that satellite track

  • minvalperday (int, optional) – how many unique tracks are needed to compute a valid VWC measurement for a given day

  • extension (str, optional) – strategy extension value (same as used in gnssir, subdaily etc)

  • tmin (float, optional) – minimum soil moisture value

  • tmax (float, optional) – maximum soil moisture value

  • warning_value (float, optional) – for removing low quality satellite tracks when running vwc phase units, degrees

Returns:

  • File with columns

  • index, mean reflector_heights, satellite, average_azimuth, number of reflector heights in average, min azimuth, max azimuth

  • Saves to $REFL_CODE/input/<station>_phaseRH.txt

Saves four vwc specific parameters to existing $REFL_CODE/input/<station>.json file

vwc_minvalperday, vwc_min_soil_texture, vwc_max_soil_texture, vwc_min_req_pts_track, vwc_warning_value