Metobs-toolkit

The following parts are (major) revised:

- Gaps: There are no missing observations anymore. All that is missing, is considered a gap.
- gap filling: Multiple methods with different complexity for filling with modeldata
- Template: Templates are now stored as JSON files, and in a dedicated class.
- Modeldata: Modeldata has a specific class for static and dynamic datasets
- Documentation: The API now has examples for all user-accessible functions and methods.


What's Changed
* Split Dataset over multiple thematic modules by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/466
* Gap refactor v0.3.0 by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/467


**Full Changelog**: https://github.com/vergauwenthomas/MetObs_toolkit/compare/v0.2.1...v0.3.0

Templates are handled by `Template()` and json file used to store templates.
What's Changed
* Template builder fixes by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/462
* Template class by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/463
* update template in doc api by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/465


**Full Changelog**: https://github.com/vergauwenthomas/MetObs_toolkit/compare/v0.2.0...v0.2.1

The official MetObs-toolkit version as published by [JOSS](https://joss.theoj.org/)

What's Changed
* Dev by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/421
* Dev by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/428
* Clean up pre-commit config by Zeitsperre in https://github.com/vergauwenthomas/MetObs_toolkit/pull/432
* Add Package Classifiers by Zeitsperre in https://github.com/vergauwenthomas/MetObs_toolkit/pull/433
* restructuring docs (similar as geopandas) by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/434
* JOSS Paper minor edits by Zeitsperre in https://github.com/vergauwenthomas/MetObs_toolkit/pull/438
* Fix broken links in doc by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/440
* trigger only when paper has been adapted by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/441
* Document/fix the gee authentication issue by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/444
* Last joss remarks by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/445
* Move to rtd by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/446
* Move to rtd by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/453
* fixed remarks in paper by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/454
* Extending docstrings with more in-dept explenations by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/457
* Joss version by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/459
* replace pip3 by pip by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/460

New Contributors
* Zeitsperre made their first contribution in https://github.com/vergauwenthomas/MetObs_toolkit/pull/432

Special Credits
We want to thank Zeitsperre and ashwinvis for their thorough review of this package. Their comments, remarks, and suggestions have put this package to the next level!

**Full Changelog**: https://github.com/vergauwenthomas/MetObs_toolkit/compare/v0.1.3...v0.2.0

Main Changes
* New framework for observation types:
* A user can create new observation types
* observation type interaction with Modeldata (+ vectorfield observationtypes)
* A toolkit version of the buddy check (equivalent to TITAN's buddy check, but in python)
* Bug fixes

What's Changed
* Siebe bug by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/364
* Titanlib extra by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/367
* include options in template by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/368
* framework for a python buddy check equivalent of TITAN by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/375
* setup a os matrix for pip install testing of the metobs toolkit by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/376
* start of the obervation type module by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/377
* add interactive and time evolution folium plot by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/381
* fix Copyright holder (see 382) by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/383
* update the introduction example to use the demo datafiles + documentation update by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/390
* trigger doc builder by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/393
* Update README.md by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/395
* Fix the pages deployment of the documentation by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/396
* Add a Contribution file by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/398
* Paper by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/400
* Gee example fix by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/409
* should typo by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/411
* Update template_mapping.rst by cksharma2468 in https://github.com/vergauwenthomas/MetObs_toolkit/pull/412
* conv metadf to geodataframe on pickle import by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/415

New Contributors
* cksharma2468 made their first contribution in https://github.com/vergauwenthomas/MetObs_toolkit/pull/412

**Full Changelog**: https://github.com/vergauwenthomas/MetObs_toolkit/compare/v0.1.2...v0.1.3

What's Changed
* v0.1.2 by vergauwenthomas in https://github.com/vergauwenthomas/MetObs_toolkit/pull/372


**Full Changelog**: https://github.com/vergauwenthomas/MetObs_toolkit/compare/v0.1.1...v0.1.2

init: Github release to sync the releases on PyPI.