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docs: update welcome page video
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docs/source/conf.py

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# The master toctree document
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master_doc = 'index'
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html_title = "DOMINO-SEE Official Documentation"
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html_title = "DOMINO-SEE Documentation"
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# List of patterns to exclude from source
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exclude_patterns = ['_build', '**.ipynb_checkpoints']

docs/source/index.rst

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**DOMINO-SEE** is a framework for **D**\etection **O**\f **M**\ulti-layer **IN**\terconnected **N**\etwork **O**\ccurrences for **S**\patial **E**\xtreme **E**\vents, leveraging event coincidences analysis and complex networks. It is built using `xarray <https://xarray.pydata.org/en/stable/>`_ and can seamlessly benefit from the parallelization handling provided by `dask <https://dask.org/>`_. Its objective is to make it as simple as possible for users to construct event-based climate network analysis workflows.
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.. video:: https://github.com/PREP-NexT/DOMINO-SEE/releases/download/0.0.1-alpha/DOMINO-SEE.Logo.Animation.Crop.mp4
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.. video:: https://github.com/PREP-NexT/DOMINO-SEE/releases/download/0.0.1-alpha/DOMINO-SEE.wBanner.zip.mp4
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:align: center
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:width: 600px
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:poster: ./_static/images/dominosee_logo_video_layout.svg
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:width: 100%
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:poster: ./_static/images/dominosee_banner.jpg
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:alt: DOMINO-SEE introduction video
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The name **DOMINO-SEE** represents our approach to detecting and analyzing interconnected occurrences of hydroclimatic extreme events across spatial locations, inspired by the cascade effect of **DOMINO**\es falling in a chain reaction. The **SEE** highlights the framework's ability to capture the spatial synchronization and propagation of extreme events, emphasizing the interconnectedness inherent in complex environmental systems.
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- **Multi-dimensional and Parallel Support**: Native support for ``xarray`` DataArrays to handle multi-dimensional gridded climate data
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- **Parallel Processing**: ``dask`` integration for efficient processing of large-scale climate datasets
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.. toctree::
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:hidden:
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self
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.. toctree::
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:maxdepth: 1
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