v0.1.9 (March 20, 2023)
--------------------------

This is a  change performed from ``v0.1.8``.  

- |Major feature| Add impedance tensor multiple correction class (:class:`watex.methods.ZC`) and gives opportunity 
  to export new :term:`tensor` data into :term:`EDI` files if the argument ``out=True``. For instance: 

  - :meth:`watex.methods.ZC.remove_static_shift` remove the static shift from correction factor from x and y using 
    the spatial median filter 

  - :meth:`watex.methods.ZC.remove_ss_emap` removes the static schift using the EMAP moving average filters such as:

    - ``'ama'``: Adaptative moving average 
    - ``'tma'``: Trimming moving-average 
    - ``'flma'``: Fixed-length dipole moving average 
  
  - :meth:`watex.methods.ZC.remove_distortion` removes distortion D form an observed impedance tensor Z. 

  - :meth:`watex.methods.ZC.get_ss_correction_factors` computes the static shift correction factor from a station using a 
    spatial median filter.

- |Major feature| Add new module ( :class:`watex.site.Profile`) in :mod:`watex.site` as supplement site data transformation. Gives
  supplement materials (methods) for data transformation such as: 
  
  - :meth:`watex.site.Profile.distance` computes the distance between profile coordinates points 

  - :meth:`watex.site.Profile.bearing` computes the bearing between calculate bearing between two coordinates.

  - :meth:`watex.site.Profile.scale_positions` scale the position coordinates along ``x`` and ``y``. This is useful in complex terrain ( 
    high topography )

  - :meth:`watex.site.Profile.shift_positions` shifts the ``x`` and ``y``  position coordinates from the step and angle.
   
  - :meth:`watex.site.Profile.dms2ll` transforms array ``x`` and ``y`` from DD:MM:SS to degree decimal -longitude (x) and latitude (y)

  - :meth:`watex.site.Profile.ll2dms` does the revert process of :meth:`watex.site.Profile.dms2ll`
  
  - :meth:`watex.site.Profile.make_xy_coordinates` generates synthetic coordinates from references latitude and longitude 
    from ``x`` and ``y``.

  - :meth:`watex.site.Profile.interpolate` interpolates ``x``, ``y`` and ``elev`` ( if applicable).

  
- |Fix| Fix bug in updating :term:`tensor` in ``_zupdate`` class of module :mod:`watex.methods.em`. Set the `z` property attribute 
  using the `_z`. Idem for `z_err` which henceforth uses `_z_err` in :class:`watex.externals.z.Z`  module. 

- |Enhancement| Fix the dependencies when using ``scikit-learn >=1.2.1``. Data was new pickled in version ``1.2.1``. No more longer 
  uses the ``1.1.2`` version . Update to ``>=1.2.1`` to avoid the pickle warning at the beginning of package initialization as:
  
  .. code-block:: default 
     
      UserWarning: Trying to unpickle estimator FeatureUnion from version 1.1.2 when using version 1.2.2. This might lead to breaking code or invalid results. Use at your own risk. For more info please refer to:
      https://scikit-learn.org/stable/model_persistence.html#security-maintainability-limitations
      warnings.warn(

  The following changes are made in the ``setup.py``
 
  .. code-block:: python 

    setup_kwargs['install_requires'] = [    
    ... 
    "numpy >=1.23.0",
    "xgboost >=1.7.3", # rather than  >=1.5.0
    "joblib >=1.1.1", # rather than  >=1.2.0
    "scikit-learn >=1.2.1", # rather than ==1.1.2"
    "threadpoolctl >=2.2.0", # rather than ==3.1.0
    "matplotlib ==3.5.3",
    ]
  
- |Fix| In :func:`watex.utils.gistools.convert_position_float2str` fix the bug related to the use of ``type(position) is float`` 
  in the validation of the position value( expected to be a float). ``type (position)`` is replaced by ``isinstance (position, float)``. 

- |Fix| Bug fix in :meth:`watex.view.TPlot.plot_rhoa` when ``errorbar`` parameter is set to ``False``. No more crash , apparent resistivity plot 
  could henceforth be possible either with ``errorbar=True`` or ``False``. 

- |Feature| :meth:`watex.view.TPlot.plot_corrections` allows to visualize the static shift correction as well as the distortion.