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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8" />
<title>Search — Urban Grammar AI | WP2 - Spatial Signatures</title>
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<h1 class="site-logo" id="site-title">Urban Grammar AI | WP2 - Spatial Signatures</h1>
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</div><form class="bd-search d-flex align-items-center" action="#" method="get">
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<p class="caption">
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Project
</span>
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<a class="reference external" href="http://urbangrammarai.xyz">
Project homepage
</a>
</li>
<li class="toctree-l1">
<a class="reference external" href="http://urbangrammarai.xyz/data_processing">
WP1 - Data processing
</a>
</li>
<li class="toctree-l1">
<a class="reference external" href="http://urbangrammarai.xyz/signature_ai">
WP3 - Signature AI
</a>
</li>
</ul>
<p class="caption">
<span class="caption-text">
Spatial unit
</span>
</p>
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<li class="toctree-l1">
<a class="reference internal" href="spatial_unit/unit.html">
Exploration of tessellation
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="spatial_unit/Parallelized_enclosures.html">
Generating enclosures (proof of a concept)
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="spatial_unit/enclosed_tessellation.html">
Enclosed tessellation (proof of a concept)
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="spatial_unit/Generate_enclosures.html">
Generate enclosures for the Great Britain
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="spatial_unit/chunk_uk.html">
Geo-chunking Great Britain
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="spatial_unit/chunked_enclosed_tessellation.html">
Generate enclosed tessellation
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="spatial_unit/hierarchical_ids.html">
Generate hierarchical unique IDs
</a>
</li>
</ul>
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<span class="caption-text">
Populating units with data
</span>
</p>
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<a class="reference internal" href="measuring/cross-chunk_indices.html">
Cross-chunk indices
</a>
</li>
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<a class="reference internal" href="measuring/morphometrics.html">
Urban morphometrics
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="measuring/inscribed_circle.html">
Create inscribed circles
</a>
</li>
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<a class="reference internal" href="measuring/functional_data.html">
Functional data
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="measuring/accessibility.html">
Accessibility-based characters
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="measuring/GHS-composite-S2_ndvi.html">
NDVI
</a>
</li>
</ul>
<p class="caption">
<span class="caption-text">
Cluster analysis
</span>
</p>
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<li class="toctree-l1">
<a class="reference internal" href="clusters/mastermap_openmap_cluster.html">
Trial of clustering on OpenMap and MasterMap data
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/model_selection.html">
Clustering model selection matrix
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/spatial_signatures_gb.html">
Generate Spatial Signatures across GB
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/level2_ss.html">
Second-level signatures
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/signature_labels_data.html">
Create canonical labels attached to tessellation
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/form_signatures_GB.html">
Form-based signatures across GB
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/leve2_form.html">
Second-level form signatures
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/function_signatures_GB.html">
Function-based signatures across GB
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/level2_function.html">
Second-level function signatures
</a>
</li>
</ul>
<p class="caption">
<span class="caption-text">
Signature exploration
</span>
</p>
<ul class="nav bd-sidenav">
<li class="toctree-l1">
<a class="reference internal" href="clusters/plot_signatures.html">
Plot signatures
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/exploration_of_signatures.html">
Exploration of top-level clusters
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/feature_importance.html">
Cluster exploration and feature importance
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/cluster_feature_importance.html">
Feature importance per signature type
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/exploration_of_form_signatures.html">
Exploration of form-based signatures
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/form_feature_importance.html">
Feature importance per form type
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/validation.html">
External validation
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="clusters/validation_GHS_BUILT_C_MSZ.html">
Comparison between Spatial Signatures and GHSL classes
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="esda/sizeshape.html">
Size and shape of signatures
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="esda/co-occurence.html">
Co-occurence analysis
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="esda/ttwa.html">
Composition of signatures within TTWA boundaries
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="esda/fua.html">
Composition of signatures within FUAs
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="esda/geog_distribution.html">
Geographical distribution and coverage of signature types
</a>
</li>
</ul>
<p class="caption">
<span class="caption-text">
Data product
</span>
</p>
<ul class="nav bd-sidenav">
<li class="toctree-l1">
<a class="reference internal" href="data_product/overview.html">
Overview of the data product
</a>
</li>
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<a class="reference internal" href="data_product/create_data_product.html">
Create a data product
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="data_product/oa_interpolation.html">
Interpolation of signatures to OA and LSOA
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="data_product/vector_tile.html">
Generate vector tiles
</a>
</li>
</ul>
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