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
What's new
pycomlink
Index
Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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L
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M
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N
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O
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P
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R
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S
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T
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V
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W
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X
A
a_b() (in module pycomlink.processing.k_R_relation)
aggregate_df_onto_DatetimeIndex() (in module pycomlink.util.temporal)
B
baseline_constant() (in module pycomlink.processing.baseline)
baseline_linear() (in module pycomlink.processing.baseline)
C
calc_coverage_mask() (in module pycomlink.spatial.coverage)
calc_R_from_A() (in module pycomlink.processing.k_R_relation)
calc_R_from_A_min_max() (in module pycomlink.processing.k_R_relation)
calc_rain_error_performance_metrics() (in module pycomlink.validation.stats)
calc_stats() (pycomlink.validation.validator.Validator method)
calc_wet_dry_error() (in module pycomlink.validation.validator)
calc_wet_dry_performance_metrics() (in module pycomlink.validation.stats)
calc_wet_error_rates() (in module pycomlink.validation.stats)
clim_var_param() (in module pycomlink.spatial.interpolator)
D
deprecated() (in module pycomlink.util.maintenance)
DeprecatedWarning
E
eps_water() (in module pycomlink.processing.wet_antenna)
F
false (pycomlink.validation.stats.WetError attribute)
find_lowest_std_dev_period() (in module pycomlink.processing.wet_dry.stft)
G
get_test_data_path() (in module pycomlink.tests.test_cmlh5_to_xarray)
(in module pycomlink.tests.utils)
get_time_series() (pycomlink.validation.validator.GridValidator method)
(pycomlink.validation.validator.PointValidator method)
GridValidator (class in pycomlink.validation.validator)
H
haversine() (in module pycomlink.spatial.helper)
I
IdwKdtreeInterpolator (class in pycomlink.spatial.interpolator)
init_data() (in module pycomlink.tests.test_xarray_workflow)
Invdisttree (class in pycomlink.spatial.idw)
L
load_and_clean_example_cml() (in module pycomlink.tests.utils)
load_processed_cml_list() (in module pycomlink.tests.utils)
M
missed (pycomlink.validation.stats.WetError attribute)
module
pycomlink.io.cmlh5_to_xarray
pycomlink.processing.baseline
pycomlink.processing.k_R_relation
pycomlink.processing.min_max
pycomlink.processing.wet_antenna
pycomlink.processing.wet_dry.stft
pycomlink.processing.xarray_wrapper
pycomlink.spatial.coverage
pycomlink.spatial.helper
pycomlink.spatial.idw
pycomlink.spatial.interpolator
pycomlink.tests
pycomlink.tests.test_cmlh5_to_xarray
pycomlink.tests.test_interpolator
pycomlink.tests.test_stats
pycomlink.tests.test_wet_antenna
pycomlink.tests.test_xarray_workflow
pycomlink.tests.utils
pycomlink.util.maintenance
pycomlink.util.temporal
pycomlink.validation.stats
pycomlink.validation.validator
N
nans() (in module pycomlink.processing.wet_dry.stft)
O
OrdinaryKrigingInterpolator (class in pycomlink.spatial.interpolator)
P
plot_intersections() (pycomlink.validation.validator.GridValidator method)
PointsToGridInterpolator (class in pycomlink.spatial.interpolator)
PointValidator (class in pycomlink.validation.validator)
pycomlink.io.cmlh5_to_xarray
module
pycomlink.processing.baseline
module
pycomlink.processing.k_R_relation
module
pycomlink.processing.min_max
module
pycomlink.processing.wet_antenna
module
pycomlink.processing.wet_dry.stft
module
pycomlink.processing.xarray_wrapper
module
pycomlink.spatial.coverage
module
pycomlink.spatial.helper
module
pycomlink.spatial.idw
module
pycomlink.spatial.interpolator
module
pycomlink.tests
module
pycomlink.tests.test_cmlh5_to_xarray
module
pycomlink.tests.test_interpolator
module
pycomlink.tests.test_stats
module
pycomlink.tests.test_wet_antenna
module
pycomlink.tests.test_xarray_workflow
module
pycomlink.tests.utils
module
pycomlink.util.maintenance
module
pycomlink.util.temporal
module
pycomlink.validation.stats
module
pycomlink.validation.validator
module
R
RainError (class in pycomlink.validation.stats)
read_cmlh5_file_to_xarray() (in module pycomlink.io.cmlh5_to_xarray)
resample_to_grid_time_series() (pycomlink.validation.validator.GridValidator method)
S
stft_classification() (in module pycomlink.processing.wet_dry.stft)
T
test_baseline_constant_kwarg() (in module pycomlink.tests.test_xarray_workflow)
test_calc_R_from_A() (in module pycomlink.tests.test_xarray_workflow)
Test_clim_var_param (class in pycomlink.tests.test_interpolator)
test_cmlh5_to_xarray_fun() (pycomlink.tests.test_cmlh5_to_xarray.Testcmlh5tonetcdf method)
test_different_dates_and_accumulation_times() (pycomlink.tests.test_interpolator.Test_clim_var_param method)
test_error_with_negative_R() (pycomlink.tests.test_wet_antenna.TestWaaLeijnse2008FromAobs method)
(pycomlink.tests.test_wet_antenna.TestWaaPastorek2021FromAobs method)
test_mcc_against_sklearns_mcc() (pycomlink.tests.test_stats.TestWetDryandRainErrorfunctions method)
test_mcc_with_zero_wet_prediction() (pycomlink.tests.test_stats.TestWetDryandRainErrorfunctions method)
test_RainError_with_simple_arrays() (pycomlink.tests.test_stats.TestWetDryandRainErrorfunctions method)
test_waa_leijnse_kwarg() (in module pycomlink.tests.test_xarray_workflow)
test_waa_schleiss_kwarg() (in module pycomlink.tests.test_xarray_workflow)
test_WetDryError_with_simple_arrays() (pycomlink.tests.test_stats.TestWetDryandRainErrorfunctions method)
test_with_f_array() (pycomlink.tests.test_wet_antenna.TestEpswater method)
test_with_nans() (pycomlink.tests.test_interpolator.TestIdwKdtreeInterpolator method)
(pycomlink.tests.test_interpolator.TestOrdiniaryKrigingInterpolator method)
test_with_R_array() (pycomlink.tests.test_wet_antenna.TestWaaLeijnse2008 method)
(pycomlink.tests.test_wet_antenna.TestWaaLeijnse2008FromAobs method)
(pycomlink.tests.test_wet_antenna.TestWaaPastorek2021 method)
(pycomlink.tests.test_wet_antenna.TestWaaPastorek2021FromAobs method)
test_with_synthetic_data() (pycomlink.tests.test_wet_antenna.TestWaaSchleiss2013 method)
test_without_float() (pycomlink.tests.test_interpolator.TestIdwKdtreeInterpolator method)
test_without_nans() (pycomlink.tests.test_interpolator.TestIdwKdtreeInterpolator method)
(pycomlink.tests.test_interpolator.TestOrdiniaryKrigingInterpolator method)
Testcmlh5tonetcdf (class in pycomlink.tests.test_cmlh5_to_xarray)
TestEpswater (class in pycomlink.tests.test_wet_antenna)
TestIdwKdtreeInterpolator (class in pycomlink.tests.test_interpolator)
TestOrdiniaryKrigingInterpolator (class in pycomlink.tests.test_interpolator)
TestWaaLeijnse2008 (class in pycomlink.tests.test_wet_antenna)
TestWaaLeijnse2008FromAobs (class in pycomlink.tests.test_wet_antenna)
TestWaaPastorek2021 (class in pycomlink.tests.test_wet_antenna)
TestWaaPastorek2021FromAobs (class in pycomlink.tests.test_wet_antenna)
TestWaaSchleiss2013 (class in pycomlink.tests.test_wet_antenna)
TestWetDryandRainErrorfunctions (class in pycomlink.tests.test_stats)
V
Validator (class in pycomlink.validation.validator)
W
waa_leijnse_2008() (in module pycomlink.processing.wet_antenna)
waa_leijnse_2008_from_A_obs() (in module pycomlink.processing.wet_antenna)
waa_pastorek_2021() (in module pycomlink.processing.wet_antenna)
waa_pastorek_2021_from_A_obs() (in module pycomlink.processing.wet_antenna)
waa_schleiss_2013() (in module pycomlink.processing.wet_antenna)
WetDryError (class in pycomlink.validation.stats)
WetError (class in pycomlink.validation.stats)
X
xarray_apply_along_time_dim() (in module pycomlink.processing.xarray_wrapper)