Add spatial resampling

CHANGES.md

@@ -1 +1,7 @@
 ## Changes in 0.1.0 (under development)
+
+- Added algorithm for **affine transformation**.
+- Added algorithm for **rectification of non-regular grids**.
+- Added algorithm for **reprojection to a different coordinate reference system (CRS)**.
+- Introduced main function `resample_in_space`, which dynamically selects the
+  appropriate resampling algorithm based on the input dataset.

README.md

@@ -1,5 +1,6 @@
 # xcube-resampling
 
+[![Build Status](https://github.com/xcube-dev/xcube-resampling/actions/workflows/unit-tests.yml/badge.svg?branch=main)](https://github.com/xcube-dev/xcube-resampling/actions/workflows/unit-tests.yml)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 
 **xcube-resampling** provides efficient algorithms for transforming datasets into 

environment.yml

@@ -4,4 +4,28 @@ channels:
 dependencies:
   # Python
   - python >=3.10
+  # Required
+  - affine >=2.2
+  - dask >=2021.6
+  - dask-image >=0.6
+  - numba >=0.52
+  - numpy >=1.16
+  - pyproj >=3.0
+  - xarray >=2024.7
+  - zarr >=2.11,<3  # until we can ensure zarr 3 compatibility
+  # Development Dependencies - Tools
+  - black
+  - isort
+  - mkdocs
+  - mkdocs-autorefs
+  - mkdocs-material
+  - mkdocs-jupyter
+  - mkdocstrings
+  - mkdocstrings-python
+  - pytest
+  - pytest-cov
+  - ruff
+  # Development Dependencies - Demos
+  - jupyterlab
+  - matplotlib