Invest-ucm-calibration

Features

- feat: CLI args types, docstrings; fix aoi CLI arg; fix CLI tests
- feat: rm stale config files
- feat: accept aoi_vector_filepath arg
- feat: compare random arg in `get_model_perf_df`
- feat: predict t_da using rioxarray (also dropped dask)

Fixes

- fix: drop stale dask requirement
- fix: factors/intensity param keys:values in cli dump solution
- fix: rm align CLI option and rm align req for t_raster in docstrings
- fix: test the dates argument
- fix: proper management of the dates arg/attr

Other

- docs: remove refs to stale `predict_t` methods
- docs: updated license file for github badge
- docs: updated user guide for CLI (quotes, comma/space sep)
- docs: updated README (install instructions, license badge)
- docs: fix path to cli function, rtd install package
- ci: skip existing in github actions test pypi
- ci: added aoi tests
- ci: fix num_steps/num_update_logs in cli tests
- ci: test both cc_methods
- refactor: use sample_comparison_df in calibration energy
- ci: test cli for both comma and space separators
- ci: calibrate in module tests
- refactor: use keyword-only args
- style: using ruff with numpy docstrings
- refactor: using Python 3 super class syntax
- docs: updated RTD config to use conda

- feat: run invest to align rasters to ensure consistent raster meta
- fix: data array groupby apply -> map (deprecation)
- feat: CLI using fire instead of click
- fix: rio crs to str for fiona (not needed in fiona>=1.9)

- compute r2 score with scipy.stats to avoid negative values

- dropped `predict_t` method (replaced by `predict_t_arrs`)
- use sample name, index and keys attributes to index the samples

- corrected `obs_arr` and `dates` in `UCMWrapper.__init__` and test that certain functionalities can work without providing observed temperature values

- correct docs: math, predict_t_arr, opt. UCMWrapper args
- optional `t_raster_filepaths`/`station_t_filepath` in `UCMWrapper`