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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Developing an AI-based Urban Grammar</title>
<meta name="description" content="A framework for easily creating beautiful presentations using HTML">
<meta name="author" content="Urban Grammar AI Team">
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="stylesheet" href="../revealjs/dist/reset.css">
<link rel="stylesheet" href="../revealjs/dist/reveal.css">
<link rel="stylesheet" href="../revealjs/dist/theme/ugai.css" id="theme">
<!-- Theme used for syntax highlighting of code -->
<link rel="stylesheet" href="../revealjs/plugin/highlight/monokai.css" id="highlight-theme">
</head>
<body>
<!-- BODY -->
<div class="reveal">
<div class="slides">
<section id="urban-grammar" class="slide level1">
<h1>Urban Grammar</h1>
<CENTER>
<h4>
<em>Developing detailed, consistent and scalable
characterisations of urban form & function</em>
</h4>
</CENTER>
<CENTER>
<span style="color:#8fa37e"><strong>Masters
Gathering｜AI and Smart City</strong></span>
</CENTER>
<table>
<col width="50%">
<col width="50%">
<tr>
<td>
<CENTER>
<a href="https://darribas.org"><b>Dani
Arribas-Bel</b></a> <br><code>@darribas</code>
</CENTER>
</td>
<td>
<CENTER>
<a href="https://martinfleischmann.net/"><b>Martin
Fleischmann</b></a> <br><code>@martinfleis</code>
</CENTER>
</td>
</tr>
</table>
<table>
<col width="33%">
<col width="33%">
<col width="33%">
<tr>
<td>
<img src="../fig/pr/logo_liv.png" style="width:300px;vertical-align:middle;box-shadow:none">
</td>
<td>
<img src="../fig/pr/logo_ati.png" style="width:300px;vertical-align:middle;box-shadow:none">
</td>
<td>
<img src="../fig/pr/logo_gdsl.png" style="width:300px;vertical-align:middle;box-shadow:none">
</td>
</tr>
</table>
</section>
<section id="section" class="slide level1">
<h1></h1>
<section id="today" class="level2">
<h2>Today</h2>
<ul>
<li><em>Urban</em> Form & Function</li>
<li>Urban Grammar</li>
<li>A peek into the future</li>
</ul>
</section>
</section>
<section id="section-1" class="slide level1">
<h1></h1>
<section id="urban-form-function" class="level2">
<h2>(Urban) Form & Function</h2>
</section>
<section id="section-2" class="level2">
<h2></h2>
<p>How we arrange “stuff” in cities matters…</p>
<table>
<col width="50%">
<col width="50%">
<tr>
<td>
<CENTER>
<img src="../fig/misc/nyt_buildings_dc.png" style="width:100%;vertical-align:middle">
</CENTER>
</td>
<td>
<CENTER>
<img src="../fig/misc/nyt_buildings_mesa.png" style="width:100%;vertical-align:middle">
</CENTER>
</td>
</tr>
</table>
<p><span class="pie">Source: <em>A map of every building
in America</em> (<a
href="https://www.nytimes.com/interactive/2018/10/12/us/map-of-every-building-in-the-united-states.html">New
York Times</a>)</span></p>
</section>
<section id="form-function" class="level2">
<h2>Form & Function</h2>
<div>
<p><code>Form</code></p>
<CENTER>
<em>What does it look like?</em>
</CENTER>
<CENTER>
<span style="color:#3b6e8c"> “Physical structure and
appearance of cities” </span>
</CENTER>
</div>
<div>
<p><code>Function</code></p>
<CENTER>
<em>What is it used for?</em>
</CENTER>
<CENTER>
<span style="color:#3b6e8c"> “Activities that take place
within an environment” </span>
</CENTER>
</div>
</section>
<section id="section-3" class="level2">
<h2></h2>
<p><img src="../fig/sp_sig/venn.svg" style="width:100%;vertical-align:middle;box-shadow:none"></p>
</section>
</section>
<section id="section-4" class="slide level1">
<h1></h1>
<section id="urban-grammar-1" class="level2">
<h2>Urban Grammar</h2>
</section>
<section id="section-5" class="level2"
data-background-image="../fig/misc/urban_grammar_project.png"
data-background-size="contain">
<h2
data-background-image="../fig/misc/urban_grammar_project.png"
data-background-size="contain"></h2>
</section>
<section id="section-6" class="level2"
data-transition="none">
<h2 data-transition="none"></h2>
<CENTER>
<em>Characterisations of space based on form and
function designed to understand urban environments</em>
</CENTER>
</section>
<section id="section-7" class="level2"
data-transition="none">
<h2 data-transition="none"></h2>
<CENTER>
<em><span class="hlg">Characterisations of space</span>
based on form and function designed to understand urban
environments</em>
</CENTER>
</section>
<section id="section-8" class="level2"
data-transition="none">
<h2 data-transition="none"></h2>
<CENTER>
<em>Characterisations of space based on <span
class="hlg">form and function</span> designed to
understand urban environments</em>
</CENTER>
</section>
<section id="section-9" class="level2"
data-transition="none">
<h2 data-transition="none"></h2>
<CENTER>
<em>Characterisations of space based on form and
function designed to understand <span class="hlg">urban
environments</span></em>
</CENTER>
</section>
<section id="british-signatures" class="level2">
<h2>British Signatures</h2>
</section>
<section id="section-10" class="level2"
data-transition="none"
data-background-image="../fig/sp_sig/classes.png"
data-background-size="contain">
<h2 data-transition="none"
data-background-image="../fig/sp_sig/classes.png"
data-background-size="contain"></h2>
</section>
<section id="section-11" class="level2"
data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt.png"
data-background-size="cover">
<h2 data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt.png"
data-background-size="cover"></h2>
</section>
<section id="section-12" class="level2"
data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt_countryside.png"
data-background-size="cover">
<h2 data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt_countryside.png"
data-background-size="cover"></h2>
</section>
<section id="section-13" class="level2"
data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt_periphery.png"
data-background-size="cover">
<h2 data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt_periphery.png"
data-background-size="cover"></h2>
</section>
<section id="section-14" class="level2"
data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt_urban.png"
data-background-size="cover">
<h2 data-transition="none"
data-background-image="../fig/empirical/signatures_scottish_belt_urban.png"
data-background-size="cover"></h2>
</section>
<section id="section-15" class="level2">
<h2></h2>
<table>
<col width="50%">
<col width="50%">
<tr>
<td>
<CENTER>
<img src="../fig/sp_sig/london_web.png" style="width:100%;vertical-align:middle">
</CENTER>
</td>
<td>
<CENTER>
<img src="../fig/misc/cdrc_data_product.png" style="width:100%;vertical-align:middle">
</CENTER>
<a href='https://urbangrammarai.xyz/great-britain/'><img src="../fig/misc/qr_web_map.gif" style="width:100px;vertical-align:middle;box-shadow:none"></a>
</td>
</tr>
</table>
</section>
<section id="sub-classifications" class="level2">
<h2>Sub-classifications</h2>
<table>
<col width="50%">
<col width="50%">
<tr>
<td>
<CENTER>
<a href='https://strathprints.strath.ac.uk/80527/1/Fleischmann_Bel_ISUF_2021_Classifying_urban_form_at_national_scale.pdf'><img src="../fig/misc/morphosignatures.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
<img src="../fig/misc/qr_morphosignatures.gif" style="width:100px;vertical-align:middle;box-shadow:none">
<img src="../fig/misc/qr_data_in_brief.gif" style="width:100px;vertical-align:middle;box-shadow:none">
</td>
<td>
<CENTER>
<a href='https://doi.org/10.1016/j.dib.2022.108335'><img src="../fig/misc/data_in_brief.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
</td>
</tr>
</table>
</section>
<section id="building-spatial-signatures" class="level2"
data-transition="none">
<h2 data-transition="none">Building <em>Spatial
Signatures</em></h2>
<CENTER>
<SMALL> <span
style="color:#94666e"><strong>[STAGE]</strong></span>
<span style="color:#3b6e8c">Delimiters</span> <span
style="color:#3b6e8c">Enclosure</span> <span
style="color:#bc5b4f">Anchors</span> <span
style="color:#bc5b4f">Encl. Tess.</span>
<span>Characters</span> <span
style="color:#bc5b4f">Clu</span>st<span
style="color:#3b6e8c">ers</span> <span
style="color:#bc5b4f">Sig</span><span
style="color:#efc758">nat</span><span
style="color:#3b6e8c">ures</span> </SMALL>
</CENTER>
<table>
<col width="33%">
<col width="33%">
<col width="33%">
<tr>
<td>
<CENTER>
Enclosed Tessellation
</CENTER>
</td>
<td>
<CENTER>
Embedding <em>form</em> & <em>function</em>
</CENTER>
</td>
<td>
<CENTER>
Spatial Signatures
</CENTER>
</td>
</tr>
<tr>
<td>
<CENTER>
<img src="../fig/sp_sig/et_footprints_no_labels.svg" style="width:125px;height:125px;vertical-align:middle">
</CENTER>
</td>
<td>
<CENTER>
<img src="../fig/sp_sig/form_function_no_labels.svg" style="width:125px;height:125px;vertical-align:middle">
</CENTER>
</td>
<td>
<CENTER>
<img src="../fig/sp_sig/signatures_no_labels.svg" style="width:125px;height:125px;vertical-align:middle">
</CENTER>
</td>
</tr>
<tr>
<td>
<CENTER>
<img src="../fig/sp_sig/enclosures_no_labels.svg" style="width:75px;height:75px;vertical-align:middle">
<span> +
<img src="../fig/sp_sig/footprints_no_labels.svg" style="width:75px;height:75px;vertical-align:middle">
</span>
</CENTER>
</td>
<td>
<CENTER>
</CENTER>
</td>
<td>
<CENTER>
<img src="../fig/sp_sig/clusters_no_labels.svg" style="width:75px;height:75px;vertical-align:middle">
</CENTER>
</td>
</tr>
<tr>
<td>
<CENTER>
<img src="../fig/sp_sig/barrriers_no_labels.svg" style="width:75px;height:75px;vertical-align:middle">
</CENTER>
</td>
<td>
<CENTER>
</CENTER>
</td>
<td>
<CENTER>
</CENTER>
</td>
</tr>
</table>
</section>
</section>
<section id="section-16" class="slide level1">
<h1></h1>
<section id="a-peek-into-the-future" class="level2">
<h2>A peek into the future</h2>
</section>
<section id="section-17" class="level2">
<h2></h2>
<CENTER>
📡 🌎 + 💻 + 🤖
</CENTER>
</section>
<section id="section-18" class="level2">
<h2></h2>
<table>
<col width="33%" height="50%">
<col width="33%" height="50%">
<col width="33%" height="50%">
<tr>
<td>
<CENTER>
<a href='https://landsat.gsfc.nasa.gov/'><img src="../fig/misc/landsat.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
</td>
<td>
<CENTER>
<a href='https://sentinels.copernicus.eu/web/sentinel/home'><img src="../fig/misc/sentinel.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
</td>
<td>
<CENTER>
<a href='https://www.planet.com/'><img src="../fig/misc/planet.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
</td>
<tr class="fragment">
<td>
<CENTER>
<a href='https://ghsl.jrc.ec.europa.eu/'><img src="../fig/misc/ghsl.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
</td>
<td>
<CENTER>
<a href='https://www.dynamicworld.app/'><img src="../fig/misc/google_dw.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
</td>
<td>
<CENTER>
<a href='https://livingatlas.arcgis.com/landcover/'><img src="../fig/misc/esri_lc.png" style="width:100%;vertical-align:middle"></a>
</CENTER>
</td>
</tr>
</tr>
</table>
</section>
<section id="section-19" class="level2">
<h2></h2>
<p><em>Two examples on Form & Function…</em></p>
</section>
<section id="section-20" class="level2"
data-background-color="#09101d"
data-background-image="../fig/misc/pc_classi_stirling.png"
data-background-size="contain">
<h2 data-background-color="#09101d"
data-background-image="../fig/misc/pc_classi_stirling.png"
data-background-size="contain"></h2>
<p><a href='https://studio.unfolded.ai/public/c40f0a5b-a1f8-48af-8b7d-7c258942cf0d'><span
class="pie"><img src="../fig/misc/qr_pc_classi.gif" style="width:150px;vertical-align:middle;box-shadow:none"></span></a></p>
</section>
<section id="section-21" class="level2"
data-transition="none"
data-background-image="../fig/misc/nw_signatures.png"
data-background-size="contain">
<h2 data-transition="none"
data-background-image="../fig/misc/nw_signatures.png"
data-background-size="contain"></h2>
</section>
<section id="section-22" class="level2"
data-transition="none"
data-background-image="../fig/misc/nw_sentinel.png"
data-background-size="contain">
<h2 data-transition="none"
data-background-image="../fig/misc/nw_sentinel.png"
data-background-size="contain"></h2>
<p><span class="pie">Source:
<a href='https://s2maps.eu/'>Sentinel-2
cloudless</a></span></p>
</section>
<section id="section-23" class="level2"
data-transition="none"
data-background-image="../fig/gisruk/mor_country.png"
data-background-size="contain">
<h2 data-transition="none"
data-background-image="../fig/gisruk/mor_country.png"
data-background-size="contain"></h2>
<p><span class="pie">Wild countryside
(320x320m)</span></p>
</section>
<section id="section-24" class="level2"
data-transition="none"
data-background-image="../fig/gisruk/mor_urban.png"
data-background-size="contain">
<h2 data-transition="none"
data-background-image="../fig/gisruk/mor_urban.png"
data-background-size="contain"></h2>
<p><span class="pie">Urbanity (320x320m)</span></p>
</section>
<section id="section-25" class="level2"
data-transition="none"
data-background-image="../fig/isuf/mor_all.png"
data-background-size="contain">
<h2 data-transition="none"
data-background-image="../fig/isuf/mor_all.png"
data-background-size="contain"></h2>
<p><span class="pie">Predicted class
(320x320m)</span></p>
</section>
</section>
<section id="urban-grammar-2" class="slide level1">
<h1>Urban Grammar</h1>
<CENTER>
<h4>
<em>Developing detailed, consistent and scalable
characterisations of urban form & function</em>
</h4>
</CENTER>
<CENTER>
<span style="color:#8fa37e"><strong>Masters
Gathering｜AI and Smart City</strong></span>
</CENTER>
<table>
<col width="50%">
<col width="50%">
<tr>
<td>
<CENTER>
<a href="https://darribas.org"><b>Dani
Arribas-Bel</b></a> <br><code>@darribas</code>
</CENTER>
</td>
<td>
<CENTER>
<a href="https://martinfleischmann.net/"><b>Martin
Fleischmann</b></a> <br><code>@martinfleis</code>
</CENTER>
</td>
</tr>
</table>
<table>
<col width="33%">
<col width="33%">
<col width="33%">
<tr>
<td>
<img src="../fig/pr/logo_liv.png" style="width:300px;vertical-align:middle;box-shadow:none">
</td>
<td>
<img src="../fig/pr/logo_ati.png" style="width:300px;vertical-align:middle;box-shadow:none">
</td>
<td>
<img src="../fig/pr/logo_gdsl.png" style="width:300px;vertical-align:middle;box-shadow:none">
</td>
</tr>
</table>
</section>
</div>
</div>
<!-- DEPENDENCIES -->
<script src="../revealjs/dist/reveal.js"></script>
<script src="../revealjs/plugin/zoom/zoom.js"></script>
<script src="../revealjs/plugin/notes/notes.js"></script>
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<script src="../revealjs/plugin/markdown/markdown.js"></script>
<script src="../revealjs/plugin/highlight/highlight.js"></script>
<script>
// Also available as an ES module, see:
// https://revealjs.com/initialization/
Reveal.initialize({
controls: true,
controlsTutorial: false,
progress: true,
center: true,
hash: true,
// Learn about plugins: https://revealjs.com/plugins/
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