pycomlink

Examples

  • Basic CML processing workflow
  • Compare interpolation methods
  • Wet antenna attenuation estimation methods
  • Compare wet-dry classification methods
  • Example of the rain event detection and rainfall retrieval using the nearby appraoch from Overeem et al. (2016)
  • Ger radar rainfall along CML paths
  • Use pytorch models
  • Use TensorFlow models

Help & reference

  • API
    • IO
    • Processing
    • Spatial
    • Util
    • Validation
    • Visualisation
  • What's new
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pycomlink

  • IO
    • cmlh5_to_xarray
      • read_cmlh5_file_to_xarray()
    • csv
  • Processing
    • wet_dry
      • cnn
      • stft
        • find_lowest_std_dev_period()
        • nans()
        • stft_classification()
    • baseline
      • baseline_constant()
      • baseline_linear()
    • k_R_relation
      • a_b()
      • calc_R_from_A()
      • calc_R_from_A_min_max()
    • min_max
    • wet_antenna
      • eps_water()
      • waa_leijnse_2008()
      • waa_leijnse_2008_from_A_obs()
      • waa_pastorek_2021()
      • waa_pastorek_2021_from_A_obs()
      • waa_schleiss_2013()
    • xarray_wrapper
      • xarray_apply_along_time_dim()
  • Spatial
    • coverage
      • calc_coverage_mask()
    • helper
      • haversine()
    • idw
      • Invdisttree
    • interpolator
      • IdwKdtreeInterpolator
      • OrdinaryKrigingInterpolator
      • PointsToGridInterpolator
      • clim_var_param()
  • Util
    • maintenance
      • DeprecatedWarning
      • deprecated()
    • temporal
      • aggregate_df_onto_DatetimeIndex()
  • Validation
    • stats
      • RainError
      • WetDryError
      • WetError
        • WetError.false
        • WetError.missed
      • calc_rain_error_performance_metrics()
      • calc_wet_dry_performance_metrics()
      • calc_wet_error_rates()
    • validator
      • GridValidator
        • GridValidator.get_time_series()
        • GridValidator.plot_intersections()
        • GridValidator.resample_to_grid_time_series()
      • PointValidator
        • PointValidator.get_time_series()
      • Validator
        • Validator.calc_stats()
      • calc_wet_dry_error()
  • Visualisation
    • interactive_maps
    • maps
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© Copyright 2021, Christian Chwala.

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