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Changelog

1.65.6 – 2024-09-05

  • Fix mwr-l1c plotting

1.65.5 – 2024-09-05

  • Improve moving average calculation in 1D plots
  • Include error message from MWRpy

1.65.4 – 2024-08-30

  • Fix weather station variable names and units of RPG cloud radars

1.65.3 – 2024-08-27

  • Support pyAtmosLogger format for Thies LNM

1.65.2 – 2024-08-21

  • Check if all data are masked in mwr-single and mwr-multi

1.65.1 – 2024-08-21

  • Add check for valid brightness temperatures

1.65.0 – 2024-08-20

  • Make geophysical products work without LWP where possible

1.64.5 – 2024-08-07

  • Use lwp_quality_flag if exists
  • Avoid divide by zero warning

1.64.4 – 2024-08-06

  • Adjust screening of old chm15k data
  • Skip smoothing-based filtering when data are range-uncorrected

1.64.3 – 2024-08-05

  • Fix bug in altitude above ground calculation

1.64.2 – 2024-08-02

  • Increase allowed gap for mwr-multi

1.64.1 – 2024-08-02

  • Sort hatpro timestamps after conversion to fraction hour

1.64.0 – 2024-08-01

  • Add temperature_offset option to wet bulb temperature

1.63.0 – 2024-08-01

  • Improve method for detecting rain from radar
  • Increase particle limit in disdrometer rain detection
  • Remove rain smoothing when screening insects

1.62.1 – 2024-07-31

  • Support missing values in Granada weather station

1.62.0 – 2024-07-31

  • Convert lidar liquid colder than -38 C into ice
  • Use cl61d noise screening with more ceilometers

1.61.17 – 2024-07-30

  • Add support for Galati and Bucharest weather stations
  • Fix calculation of average wind direction

1.61.16 – 2024-07-25

  • Fix seconds2date with NumPy 2.0

1.61.15 – 2024-06-12

  • Improve CITATION.cff

1.61.14 – 2024-06-05

  • Fix hyytiala weather-station invalid data screening

1.61.13 – 2024-06-05

  • Fix legacy file plotting
  • Add support for hyytiala weather-station

1.61.12 – 2024-05-29

  • Change plotting of models

1.61.11 – 2024-05-23

  • Fix rainfall_amount calculation
  • Fix source global attribute in weather station

1.61.10 – 2024-05-22

  • Fix Kenttärova rainfall rate units

1.61.9 – 2024-05-22

  • Support Kenttärova weather station

1.61.8 – 2024-05-15

  • Handle incorrect data length in Vaisala ceilometer
  • Harmonize definition attribute formatting

1.61.7 – 2024-05-03

  • Skip Copernicus and Galileo files with missing variables

1.61.6 – 2024-04-29

  • Support Granada weather station
  • Add instrument_pid attribute to mwr-single and mwr-multi

1.61.5 – 2024-04-18

  • Fix missing n_particles in categorize generation

1.61.4 – 2024-04-18

  • Support custom truncated Thies LNM format

1.61.3 – 2024-04-17

  • Fix Thies LNM reader

1.61.2 – 2024-04-17

  • Handle unreadable Thies LNM file gracefully

1.61.1 – 2024-04-17

  • Fix truncation in unit conversion

1.61.0 – 2024-04-17

  • Support TOA5 format for Thies LNM
  • Allow truncation in other than time dimension

1.60.4 – 2024-04-05

  • Fix clabel fallback when using custom plot_meta

1.60.3 – 2024-03-21

  • Remove NaNs from L3 files
  • Return dimensions from L3 plotting

1.60.2 – 2024-03-11

  • Fix L3 plot issues

1.60.1 – 2024-03-06

  • Improve stripe filter
  • Fix Radiometrics units

1.60.0 – 2024-02-27

  • Screen completely masked profiles from PollyXT data
  • Use double precision in PollyXT time vector

1.59.5 – 2024-02-25

  • Remove zero-line from legend

1.59.4 – 2024-02-25

  • Fix 2d smoothing to work with masked profiles

1.59.3 – 2024-02-23

  • Add zero-line to lwp plot
  • Add smoothing to 2d mwrpy plots

1.59.2 – 2024-02-22

  • Add windcube instrument

1.59.1 – 2024-02-21

  • Add reader for Bucharest Parsivel

1.59.0 – 2024-02-15

  • Add doppler-lidar-wind product

1.58.8 – 2024-02-14

  • Check measurement date in MWRpy-processed data
  • Use double precision for BASTA time
  • Handle truncated Vaisala ceilometer file
  • Skip invalid lines in Thies LNM file

1.58.7 – 2024-02-08

  • Include both elevation and zenith angle in MWRpy products
  • Test with Python 3.12

1.58.6 – 2024-02-06

  • Skip NaNs when plotting mwr-l1c

1.58.5 – 2024-02-06

  • Fix plotting of brightness temperatures
  • Fix dimensions of ir_wavelength variable
  • Show wavelength in IR plots

1.58.4 – 2024-02-05

  • Support plotting infrared brightness temperature
  • Disable voodoonet progress bar

1.58.3 – 2024-02-01

  • Make sure only RPG cloud radar is used with Voodoo

1.58.2 – 2024-01-31

  • Adjust variable metadata
  • Allow 12 min gap in weather station plots

1.58.1 – 2024-01-18

  • Support missing values in Parsivel reader

1.58.0 – 2024-01-18

  • Fix Z_error calculation to follow Hogan 1998
  • Fix error for radars without width
  • Implement disdrometer data in categorize file

1.57.0 – 2024-01-17

  • Support plotting of additional Parsivel variables
  • Mask invalid values in number_concentration and fall_velocity
  • Fix units of number_concentration variable
  • Share x-axis on multiple plots

1.56.14 – 2024-01-15

  • Support yet another Parsivel format
  • Fix line break in a netCDF definition

1.56.13 – 2024-01-09

  • Fix moving average plotting when no gaps
  • Check parsivel time vector

1.56.12 – 2024-01-08

  • Fix unit in rainfall rate plots

1.56.11 – 2023-12-16

  • Correct voodoo liquid tops

1.56.10 – 2023-12-15

  • Remove radar-detected liquid at warm temperatures

1.56.9 – 2023-12-13

  • Fix colorbar label of certain 2d plots
  • Show frequency in brightness temperature plot

1.56.8 – 2023-12-12

  • Adjust plotting
  • Fix a few small bugs and other issues

1.56.7 – 2023-12-08

  • Add dimension check to moving average plot

1.56.6 – 2023-12-08

  • Fix moving average plot in presence of flagged data
  • Adjust flagged region style
  • Add PlottingError exception

1.56.5 – 2023-12-05

  • Improve mwrpy processing and plotting (#97)

1.56.4 – 2023-12-04

  • Fix "/" separator in Parsivel spectra

1.56.3 – 2023-12-01

  • Improve quickstart documentation

1.56.2 – 2023-12-01

  • Host documentation on GitHub Pages

1.56.1 – 2023-11-30

  • Avoid crashing if source attribute is missing
  • Make plotting work with legacy files

1.56.0 – 2023-11-30

  • generate_figure now takes plotting options as single argument

1.55.23 – 2023-11-23

  • Add CloudnetException

1.55.22 – 2023-11-23

  • Do not mask zeros from integer data types and rainfall_rate
  • Use milliseconds in RPG time
  • Fix bug in time index order

1.55.21 – 2023-11-20

  • Remove masked model profiles from categorize

1.55.20 – 2023-11-08

  • Add yet another Parsivel reader

1.55.19 – 2023-11-08

  • Fix mwr-l1c processing without IR data

1.55.18 – 2023-10-23

  • Raise error if 'height' missing from model file

1.55.17 – 2023-10-23

  • Remove duplicate timestamps from BASTA
  • Raise error if all MIRA data are masked

1.55.16 – 2023-10-19

  • Support MIRA files with NyquistVelocity as array
  • Add a few standard names

1.55.15 – 2023-10-11

  • Fix metadata of L3 products

1.55.14 – 2023-10-08

  • Avoid abrupt transitions between aerosol and ice

1.55.13 – 2023-10-08

  • Plot radar lwp
  • Check beta_raw shape

1.55.12 – 2023-10-06

  • Use beta_smooth mask for beta with CL61

1.55.11 – 2023-10-06

  • Screen nan values from Vaisala ceilometers
  • Store raw CL61 variables

1.55.10 – 2023-10-04

  • Skip Vaisala ceilometer lines with bad data

1.55.9 – 2023-09-29

  • Fix calibration offset unit
  • Fix Copernicus range issues

1.55.8 – 2023-09-28

  • Screen MIRA ldr in STSR mode
  • Mask Copernicus data below 150m
  • Detect if all MWR data are low quality

1.55.7 – 2023-09-27

  • Improve RPG-FMCW-94 zenith angle screening

1.55.6 – 2023-09-26

  • Filter RPG-FMCW-94 containing scan data

1.55.5 – 2023-09-26

  • Do not process corrupted RPG-FMCW-94 files
  • Allow some RPG cloud radar header values to vary

1.55.4 – 2023-09-25

  • Mask negative PollyXT beta

1.55.3 – 2023-09-21

  • Improve Copernicus noise screening
  • Fix disdrometer data_raw data type

1.55.2 – 2023-09-20

  • Adjust parameters of CT25K background screening
  • Update weather station file format specification
  • Fix many warnings

1.55.1 – 2023-09-18

  • Improve global attributes of mwrpy products

1.55.0 – 2023-09-15

  • Include serial number for Thies LNM
  • Add more options to generate_figure
  • Add timestamps argument to parsivel2nc

1.54.1 – 2023-09-13

  • Skip invalid MRR-PRO input files

1.54.0 – 2023-09-13

  • Add initial support for MRR-PRO
  • Fix the bug in the code that distinguishes cl31 from cl51

1.53.2 – 2023-09-08

  • Fix crash on HATPRO files with one profile

1.53.1 – 2023-09-06

  • Speed up processing of .znc files by dropping spectra (#87)
  • Remove network call from model-related code

1.53.0 – 2023-08-28

  • Support .znc input (and STSR) in mira2nc (#84)

1.52.3 – 2023-08-25

  • Add VoodooNet version to output file

1.52.2 – 2023-08-21

  • Add source_file_uuids attribute to mwr_single and mwr_multi

1.52.1 – 2023-08-15

  • Catch mwrpy exception

1.52.0 – 2023-08-11

  • Fix brightness temperature plotting
  • Use revised mwrpy functions

1.51.1 – 2023-08-01

  • Support CL61d and PollyXT serial numbers
  • Fix CL61d zenith angle
  • Improve CS135 reader

1.51.0 – 2023-07-26

  • Support Parsivel from Campbell Scientific CR1000 datalogger
  • Fix subtitle of the second plot in compare_files (#82)

1.50.0 – 2023-06-28

  • Add support for cs135

1.49.9 – 2023-06-27

  • Add option to give ceilometer model to ceilo2nc
  • Update fileformat.rst

1.49.8 – 2023-06-12

  • Fix reading of truncated lines in Parsivel

1.49.7 – 2023-06-09

  • Support input files as list in mira2nc (#81)

1.49.6 – 2023-06-01

  • Improve duplicate timestamp handling in HATPRO reader

1.49.5 – 2023-05-16

  • Extend mwrpy processing to all sites

1.49.4 – 2023-05-12

  • Fix mwr-multi time units

1.49.3 – 2023-05-12

  • Re-release due to PyPI failure

1.49.2 – 2023-05-12

  • Add potential temperature plot meta
  • Improve global attributes

1.49.1 – 2023-05-11

  • Fix lwp plotting

1.49.0 – 2023-05-11

  • Implement mwrpy products
  • Support more values in Parsivel telegram

1.48.0 – 2023-05-10

  • Change lwp unit to kg m-2

1.47.2 – 2023-05-08

  • Write CHM15k serial number to output file

1.47.1 – 2023-05-05

  • Allow unknown values is Parsivel telegram

1.47.0 – 2023-05-05

  • Mask unrealistic der values
  • Split disdrometer2nc into parsivel2nc and thies2nc
  • Support more Parsivel format variants
  • Support Python 3.11

1.46.5 – 2023-04-18

  • Make Radiometrics reader more flexible
  • Read IWV from Radiometrics

1.46.4 – 2023-03-24

  • Accept nonzero but constant azimuth_velocity
  • Handle masked zenith and azimuth values

1.46.3 – 2023-03-19

  • Improve mira global attribute parsing
  • Allow inconsistent ovl in mira data

1.46.2 – 2023-03-15

  • Add galileo clutter screening

1.46.1 – 2023-03-14

  • Plot wind direction with dots

1.46.0 – 2023-03-10

  • Add galileo cloud radar processing

1.45.1 – 2023-03-01

  • Add fallback for rainfall_rate
  • Mask nan values in weather station data
  • Adjust rainfall_amount plot

1.45.0 – 2023-03-01

  • Add weather station processing
  • Replace rain_rate with rainfall_rate
  • Harmonize metadata definitions
  • Migrate model-evaluation documentation

1.44.2 – 2023-02-07

  • Use more specific exceptions in PollyXT handling

1.44.1 – 2023-01-13

  • Update cloudnetpy-qc version requirement
  • Add rv-polarstern pollyxt variables
  • Update LICENSE
  • Add atmos_utils.py to get rid of cyclic import
  • Use human-readable pylint problem names

1.44.0 – 2022-12-21

  • Fix mask in scaled der variables
  • Change ier unit to m
  • Write liquid_prob to categorize file
  • Add references to categorize, ier and der files

1.43.1 – 2022-12-15

  • Avoid crashing when different number of hatpro .LWP and .IWV files

1.43.0 – 2022-12-13

  • Use voodoonet for improving liquid detection
  • Simplify find_liquid function
  • Fix bug in screening function with 3d data
  • Fix disdrometer metadata
  • Use Python3.10 features
  • Update Python requirement to 3.10
  • Remove pytz

1.42.2 – 2022-11-23

  • Improve disdrometer product writing

1.42.1 – 2022-11-23

  • Check for empty time vector

1.42.0 – 2022-11-22

  • Use sldr for insect detection
  • Mask invalid parsivel data values (#68)
  • Fix bug causing IndexError in melting layer detection

1.41.2 – 2022-11-20

  • Allow scalar variable nave values to change between concatenated mira files

1.41.1 – 2022-11-18

  • Fix parsivel number_concentration units to pass cfchecks

1.41.0 – 2022-11-18

  • Migrate model-evaluation to cloudnetpy

1.40.0 – 2022-11-17

  • Raise ValidTimeStampError from disdrometer processing
  • Remove duplicate timestamps from disdrometer data
  • Adjust potential melting layer temperature range calculation
  • Deprecate general.py module and RadarArray class

1.39.0 – 2022-10-18

  • Add option to ignore variables from the concatenation
  • Fix to work with older BASTA files

1.38.0 – 2022-10-16

  • Avoid classifying lidar-only signals as ice close to surface

1.37.1 – 2022-10-14

  • Allow sample_duration to vary

1.37.0 – 2022-10-12

  • Use rpgpy to read rpg-fmcw-94 files

1.36.4 – 2022-10-07

  • Check that files to concatenate have same values in variables
  • Write SLDR long_name attribute to categorize file
  • Test with Python 3.10

1.36.3 – 2022-09-14

  • Fix error when no overlapping timestamps in categorize

1.36.2 – 2022-08-23

  • Support inconsistent time vector in HATPRO files
  • Improve HATPRO and PollyXT error handling
  • Add standard name for IWV

1.36.1 – 2022-08-18

  • Adjust copernicus outlier screening

1.36.0 – 2022-08-17

  • Change solar_azimuth_angle to sensor_azimuth_angle
  • Add support for Copernicus cloud radar
  • Optimize HATPRO binary file reading speed

1.35.0 – 2022-08-11

  • Support HATPRO *.IWV files
  • Adjust plotting parameters of RPG radar
  • Restore insect probability

1.34.0 – 2022-06-20

  • Use fallback pollyXT backscatter channel

1.33.2 – 2022-06-15

  • Add sorting of basta timesteps

1.33.1 – 2022-06-06

  • Add solid and total rainfall rate (#53)

1.33.0 – 2022-05-24

  • Add ice effective radius product (#51)
  • Add droplet effective radius product (#50)
  • Run tests on pull request

1.32.0 – 2022-05-13

  • Skip corrupted profiles in CL51 files
  • Add missing units
  • Test Windows and macOS
  • Test Python 3.10 support
  • Fix code formatting

1.31.2 – 2022-03-23

  • Cast parsivel metadata to floats

1.31.1 – 2022-03-22

  • Allow rpg-fmcw-94 latitude and longitude values to vary
  • Raise error if only one valid mira timestamp

1.31.0 – 2022-03-14

  • Drizzle without spectral width
  • Minor fixes

1.30.2 – 2022-03-07

  • Bug fix

1.30.1 – 2022-03-04

  • Bug fixes

1.30.0 – 2022-03-04

  • Adds support for chm15k ceilometers that contain beta_att instead of beta_raw
  • Separates test-dependencies in setup.py
  • Fixes myriad type hints

1.29.4 – 2022-02-15

rpg-fmcw-94 fixes:

  • Does not crash if elevation angle missing
  • Sorts timestamps and removes duplicates

1.29.3 – 2022-02-09

  • Adds screening of small rpg-fmcw-94 width values.

1.29.2 – 2022-02-07

  • Fix chm15k(x) source attribute

1.29.1 – 2022-02-02

  • Add HALO Doppler lidar to instruments.py

1.29.0 – 2022-01-31

  • Add Radiometrics support

1.28.1 – 2022-01-24

  • Use the same plotting routines for current and legacy files

1.28.0 – 2022-01-17

  • Return dimensions of generated images

1.27.7 – 2021-12-21

  • Adds timestamp sorting and duplicate removal for mira

1.27.6 – 2021-12-21

  • Raises custom exception from bad model file

1.27.5 – 2021-12-20

  • Removes duplicate hatpro timestamps

1.27.4 – 2021-12-19

  • Sort and remove duplicates from Vaisala cl31/51 data

1.27.3 – 2021-12-16

  • Correctly classify first layer as ice

1.27.2 – 2021-12-16

  • Fixes bug in freezing region determination

1.27.1 – 2021-12-15

  • Fix bug in model plotting

1.27.0 – 2021-12-15

  • Lidar / radar data gaps removed from the time array
  • Data gaps shown as vertical grey bars in classification / status plots
  • Level 2 products harmonized against legacy files and netCDF validator

1.26.0 – 2021-12-09

  • Improved melting layer detection
  • Improved drizzle / insects classification
  • Detection status variable to match legacy files
  • Minor fixes to plotting and classification file metadata

1.25.1 – 2021-11-29

  • Removes quality control from CloudnetPy package
  • Adds speckle filter to BASTA data
  • Removes classification results from profiles without any lidar data

1.25.0 – 2021-11-29

  • Uses Python 3.8 and newer. Older Python versions are not supported from now on.
  • Updates categorize file:
    • Fixes netCDF metadata
    • Interpolates lidar data using nearest neighbor
    • Adds 1px melting layer when not detected from data

1.24.0 – 2021-11-22

  • Harmonized hatpro processing

1.23.2 – 2021-11-18

  • Screening of mira files with deviating height vector
  • Screening of mira profiles with deviating zenith angle
  • snr limit option to pollyxt2nc

1.23.0 – 2021-11-16

  • Refactored radar processing
  • instruments.py module
  • Minor fixes to global attributes
  • Improved tests
  • Deprecated keep_uuid option

1.22.4 – 2021-11-09

  • Fix processing of old chm15k ceilometers

1.22.3 – 2021-11-08

  • Minor tuning of the ceilometer screening method

1.22.1 – 2021-11-05

  • Improved ceilometer data screening

1.22.0 – 2021-10-30

  • PollyXT support
  • Harmonized lidar files

1.21.2 – 2021-10-09

  • Avoid crash in update_nc if invalid nc file
  • QC adjustment

1.21.1 – 2021-09-29

  • Custom exception for disdrometer files that can not be read

1.21.0 – 2021-09-28

  • Initial support for Parsivel2 and Thies-LNM disdrometers
  • Quality control adjustments

1.20.4 – 2021-09-21

  • Adds more contrast to ice clouds

1.20.3 – 2021-09-18

  • Fixes processing of mira files without geolocation attributes

1.20.2 – 2021-09-17

  • Exceptions module
  • Small fixes

1.20.1 – 2021-09-16

  • Small fixes

1.20.0 – 2021-09-14

  • Support for Vaisala CL61-D ceilometer

1.19.0 – 2021-09-09

  • Function to efficiently append data to existing netCDF file
  • HATPRO timestamp sorting and time unit fix
  • Small bug fixes

1.18.3 – 2021-08-26

  • Include missing config files

1.18.2 – 2021-08-25

  • Quality control routines as a part of CloudnetPy installation package
  • Small fixes

1.18.0 – 2021-08-13

  • Improved classification of insects
  • 100 m minimum requirement for liquid layers
  • Bug fixes

1.17.0 – 2021-06-28

  • Explicit _FillValue attributes
  • File format documentation

1.16.0 – 2021-06-16

  • Filter for stripe-shaped radar artifacts
  • Improved error messages and logging
  • Small bug fixes

1.15.0 – 2021-05-17

  • Filtering of bad quality HATPRO profiles
  • 1st range gate artifact removal from RPG radar data
  • Bug fixes

1.14.2 – 2021-05-05

Fixes ct25k processing

1.14.1 – 2021-04-26

  • Store height in radar files and use in plots
  • Bug fixes

1.13.3 – 2021-03-24

  • Save calibration factor and site altitude in lidar file
  • Check for invalid model files
  • Bug fixes

1.13.0 – 2021-03-18

  • Takes ceilometer calibration values as argument to ceilo2nc.

1.12.0 – 2021-03-16

  • Optional time stamp validation for Vaisala ceilometers

1.11.0 – 2021-03-14

  • Screening of invalid HATPRO time steps
  • Plotting improvements
  • Bug fixes

1.10.2 – 2021-03-10

  • Fix palaiseau and lindenberg chm15k calibration factors
  • Improve mwr plots

1.10.1 – 2021-03-08

  • Cloud top and base variables to classification file
  • Support for incomplete model files
  • Support for concatenating NETCDF4 formatted files
  • Bug fixes, minor method improvements and refactoring

1.9.4 – 2021-02-26

  • Fixes bug that misplaced RPG cloud radar time array

1.9.3 – 2021-02-24

  • Bug fixes to HATPRO conversion

1.9.2 – 2021-02-19

  • Fix classification to work with radars without LDR and width

1.9.1 – 2021-02-18

  • Fixes a bug that prevented file to be closed properly.

1.9.0 – 2021-02-18

This Release:

  • Adds support for BASTA cloud radar
  • Adds support for HATPRO binary .LWP files
  • Fixes units of time variable
  • Fixes several smallish issues and bugs
  • Adds loads of typehints and refactoring

1.8.2 – 2021-02-05

  • Better fix for the MIRA timestamp issue

1.8.1 – 2021-02-04

Fixes bug that raised error if the last MIRA timestamp was at 24:00.

1.8.0 – 2021-02-03

  • Library code for concatenating netCDF files
  • Option to provide folder name containing .mmclx files to mira2nc function.

1.7.0 – 2020-12-25

  • Optional date parameter to mira2nc
  • Check that all profiles in a MIRA file have identical date
  • Small fixes

1.6.1 – 2020-12-17

  • Liquid water path plotting bug fix

1.6.0 – 2020-12-11

Function for creating images from the legacy files for the data portal

1.5.0 – 2020-12-08

  • Optional date parameter for rpg2nc to validate date in the input files
  • MWR plotting for operational processing
  • Bug fixes

1.4.0 – 2020-11-29

  • Optional uuid parameter to processing API functions.
  • Lindenberg ceilometer calibration value
  • Minor fixes

1.3.2 – 2020-09-28

This release fixes bug in the RPG timestamp to date conversion.

1.3.1 – 2020-09-23

This release adds support for RPG Level 1 V4 files

1.3.0 – 2020-09-16

  • replace global attribute "source" with "source_file_uuids" for categorize file and level 2 products to enable provenance on the data portal
  • add more references to global attribute "references"
  • minor fixes

1.2.4 – 2020-09-02

  • This release fixes a bug that causes rpg2nc reader to fail with Python 3.8.

1.2.3 – 2020-09-02

  • This release adds the required modifications and updates from the JOSS review process.

1.2.2 – 2020-08-10

  • This release fixes the bug #9

1.2.1 – 2020-06-03

1.2.0 – 2020-06-02

  • This version adds option to omit title from plotted figures.

1.1.0 – 2020-05-11

Version 1.1.0 adds bug fixes and minor changes to high-level API functions:

  • Option to keep existing UUID
  • UUIDs as return values

1.0.7 – 2020-02-13

This is the first CloudnetPy release under actris-cloudnet organization account. The commit history has been truncated. The original repository, which is no longer updated, contains full (and messy) commit history and can be accessed on https://github.com/tukiains/cloudnetpy-legacy.