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Example Gallery
===============

This gallery contains examples demonstrating the capabilities of M3S (Multi Spatial Subdivision System). Each example shows how to work with different spatial grid systems and their practical applications.

The examples cover various grid systems including:

* **Geohash**: Base32-encoded rectangular grid system
* **MGRS**: Military Grid Reference System based on UTM
* **H3**: Uber's hexagonal hierarchical spatial index
* **Quadkey**: Microsoft's quadtree-based tile system
* **S2**: Google's spherical geometry library
* **Slippy**: Standard web map tiles (z/x/y)
* **Plus Codes**: Google's open location code system
* **Maidenhead**: Ham radio grid locator system
* **GARS**: Global Area Reference System

Each example includes:

* Complete runnable code
* Visual outputs when applicable
* Performance insights
* Usage recommendations

Run any example by downloading the Python file and executing it in your environment with the required dependencies installed.


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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates how to use the UTM zone information provided by the grid systems to reproject the results and visualize area differences.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_utm_reprojection_example_thumb.png
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  :doc:`/auto_examples/utm_reprojection_example`

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      <div class="sphx-glr-thumbnail-title">Reproject grid using UTM zone information and visualize.</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the new simplified API for quick start.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_quickstart_new_api_thumb.png
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  :doc:`/auto_examples/quickstart_new_api`

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      <div class="sphx-glr-thumbnail-title">M3S Quick Start - New Simplified API</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the GridBuilder fluent interface and intelligent precision selection.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_quickstart_thumb.png
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  :doc:`/auto_examples/quickstart`

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      <div class="sphx-glr-thumbnail-title">Quickstart Guide for M3S - GridBuilder API</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example showcases the new Quadkey and S2 grid systems added to M3S, demonstrating their unique properties and use cases.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_quadkey_s2_example_thumb.png
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  :doc:`/auto_examples/quadkey_s2_example`

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      <div class="sphx-glr-thumbnail-title">Quadkey and S2 Grid Systems Demonstration.</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates all 5 intelligent precision selection strategies in M3S v0.6.0+, helping you choose the optimal precision level for any use case.">

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  .. image:: /auto_examples/images/thumb/sphx_glr_precision_selection_example_thumb.png
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  :doc:`/auto_examples/precision_selection_example`

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      <div class="sphx-glr-thumbnail-title">Precision Selection Strategies - Complete Guide</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the new grid system enhancements in M3S: 1. What3Words integration 2. Grid conversion utilities 3. Grid cell relationship analysis 4. Multi-resolution grid operations">

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  .. image:: /auto_examples/images/thumb/sphx_glr_grid_enhancements_example_thumb.png
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  :doc:`/auto_examples/grid_enhancements_example`

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      <div class="sphx-glr-thumbnail-title">Grid System Enhancements Example.</div>
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    <div class="sphx-glr-thumbcontainer" tooltip="This example demonstrates the new grid systems added to M3S: Plus codes (Open Location Code), Maidenhead locator system, and GARS (Global Area Reference System).">

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  .. image:: /auto_examples/images/thumb/sphx_glr_new_grids_example_thumb.png
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  :doc:`/auto_examples/new_grids_example`

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      <div class="sphx-glr-thumbnail-title">New grid systems: Plus codes, Maidenhead, and GARS.</div>
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.. toctree::
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   /auto_examples/utm_reprojection_example
   /auto_examples/quickstart_new_api
   /auto_examples/quickstart
   /auto_examples/quadkey_s2_example
   /auto_examples/precision_selection_example
   /auto_examples/grid_enhancements_example
   /auto_examples/new_grids_example



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