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CONTRIBUTING.md

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We follow the CLIMADA workflow (branching, tests, reviews). Please read the CLIMADA guide:
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https://climada-python.readthedocs.io/en/latest/development/index.html
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Typical steps: fork → branch → tests → pull request.
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For extended resorces for CLIMADA Development visit https://climada-python.readthedocs.io/en/latest/development/Guide_CLIMADA_Development.html
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For extended resources for CLIMADA Development visit https://climada-python.readthedocs.io/en/latest/development/Guide_CLIMADA_Development.html
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### 2) Report issues or problems
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**[Open an issue](https://github.com/DahyannAraya/copernicus-seasonal-forecast-tools/issues/new/choose)**. Please include: a description, minimal example, expected vs. actual behavior, version info (package, Python, OS), and any logs/traceback.

README.md

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This repository hosts the **copernicus-seasonal-forecast-tools**, a Python package developed to manage seasonal forecast data from the [Copernicus Climate Data Store (CDS)](https://cds.climate.copernicus.eu/) as part of the [U-CLIMADAPT project](https://www.dwd.de/EN/research/projects/socioeconomics/fpcup_u_climadapt/fpcup_u_climadapt.html).
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It offers comprehensive tools for downloading, processing, computing climate indices, and generating hazard objects based on seasonal forecast datasets, particularly [Seasonal forecast daily and subdaily data on single levels](https://cds.climate.copernicus.eu/datasets/seasonal-original-single-levels?tab=overview).
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The packge is tailored to integrate seamlessly with the [CLIMADA](https://climada.ethz.ch/) (CLIMate ADAptation) platform, supporting climate risk assessment and the development of effective adaptation strategies.
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The package is tailored to integrate seamlessly with the [CLIMADA](https://climada.ethz.ch/) (CLIMate ADAptation) platform, supporting climate risk assessment and the development of effective adaptation strategies.
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Users can:
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- Automatically download of high-resolution seasonal forecast data via the CDS API
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```bash
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conda create -n copernicus_with python=3.11 pip climada
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conda activate conernicus_with
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conda activate copernicus_with
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pip install copernicus-seasonal-forecast-tools
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```
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### 2. To install the package WITHOUT the climate-risk assessment package CLIMADA:
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```bash
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conda create -n copernicus_without python=3.11 pip geopandas
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conda activate conernicus_without
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conda activate copernicus_without
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pip install copernicus-seasonal-forecast-tools
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```
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### 3. To install the package in DEVELOPER (editable) mode, and run the documentation and tests:

docs/source/index.rst

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.. code-block:: bash
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conda create -n copernicus_with python=3.11 pip climada
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conda activate conernicus_with
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conda activate copernicus_with
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pip install copernicus-seasonal-forecast-tools
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For detailed installation instructions, see :doc:`Installation <installation>`.

docs/source/installation.rst

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.. code-block:: bash
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conda create -n copernicus_with python=3.11 pip climada
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conda activate conernicus_with
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conda activate copernicus_with
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pip install copernicus-seasonal-forecast-tools
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To install the package **without** the climate-risk assessment package CLIMADA:
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.. code-block:: bash
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conda create -n copernicus_without python=3.11 pip geopandas
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conda activate conernicus_without
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conda activate copernicus_without
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pip install copernicus-seasonal-forecast-tools
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To install the package **in developer (editable) mode**, and run the documentation and tests:

docs/source/modules.rst

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- `CLIMADA <https://climada.ethz.ch/>`_
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- `CLIMADA Documentation <https://climada-python.readthedocs.io/en/stable/>`_
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- `Copernicus Seasonal Forecas Tools package on CLIMADA <https://climada-python.readthedocs.io/en/latest/user-guide/climada_hazard_copernicus_seasonal_forecast.html>`_
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- `Copernicus Seasonal Forecast Tools package on CLIMADA <https://climada-python.readthedocs.io/en/latest/user-guide/climada_hazard_copernicus_seasonal_forecast.html>`_
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- `Copernicus Seasonal Forecast Tools Package <https://github.com/DahyannAraya/copernicus-seasonal-forecast-tools>`_
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**Demonstration Notebooks**

pyproject.toml

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version = "0.1.2"
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description = "CLIMADA-compatible module for generating and analyzing seasonal forecast hazards from Copernicus data"
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license = "GPL-3.0-or-later"
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requires-python = ">=3.10,<3.12"
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requires-python = ">=3.10,<3.13"
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dependencies = [
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"xarray",
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"cfgrib",

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