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2 changes: 1 addition & 1 deletion _book/404.html
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<h2>
<span class="header-section-number">10.1</span> Sourcing data using OpenStreetMaps<a class="anchor" aria-label="anchor" href="#osm-extract"><i class="fas fa-link"></i></a>
</h2>
<p>OpenStreetMap is the best readily available data source for most of your analysis needs because, unlike commercial maps like Google Maps and Bing Maps, <em>all</em> data on OSM can be downloaded and taken into your favourite GIS tool. You can even add details about your neighbourhood to document your surroundings better, such as adding information on sidewalks, CCTV cameras or streetlights <span class="citation">(<a href="ors-setup.html#ref-safeyelli2022">Safe Yelli 2022</a>)</span>.</p>
<p>OpenStreetMap is the best readily available data source for most of your analysis needs because, unlike commercial maps like Google Maps and Bing Maps, <em>all</em> data on OSM can be downloaded and taken into your favourite GIS tool. You can even add details about your neighbourhood to document your surroundings better, such as adding information on sidewalks, CCTV cameras or streetlights <span class="citation">(<a href="#ref-safeyelli2022"><strong>safeyelli2022?</strong></a>)</span>.</p>
<p>In OSM, the map is divided into three main components: nodes, edges, and relationships. Nodes are <strong>points</strong> on the map, such as buildings or points of interest, while edges are <strong>lines that connect</strong> them, like roads, rivers, and rail networks. Relationships describe how nodes and edges relate to each other, such as <strong>how Bangalore is a city within Karnataka</strong>.</p>
<p>One of the biggest strengths of OSM is its thorough documentation. Users can explore and select features on the map using the select query button, which brings up a list of features in the area. Each item in the list is tagged and annotated, providing detailed information about its type, category, name, and even who added and verified the information.</p>
<p><a href="https://download.geofabrik.de/">Geofabrik</a> is one of the most accessible sources of downloadable OSM data, providing pre-processed extracts of OSM data for various regions and countries around the world. The data provided by Geofabrik includes <em>all</em> OSM features, including roadways, water features, and buildings, among others.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<span id="tab:four">Table 12.1: </span> What if you only had four visits?</caption>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<div id="ref-riggsInclusivelyWalkableExploring2016" class="csl-entry">
Riggs, William. 2016. <span>“Inclusively Walkable: Exploring the Equity of Walkable Housing in the <span>San Francisco Bay Area</span>.”</span> <em>Local Environment</em> 21 (5): 527–54. <a href="https://doi.org/10.1080/13549839.2014.982080">https://doi.org/10.1080/13549839.2014.982080</a>.
</div>
<div id="ref-rundle2011" class="csl-entry">
Rundle, Andrew G., Michael D. M. Bader, Catherine A. Richards, Kathryn M. Neckerman, and Julien O. Teitler. 2011. <span>“Using Google Street View to Audit Neighborhood Environments.”</span> <em>American Journal of Preventive Medicine</em> 40 (1): 94–100. <a href="https://doi.org/10.1016/j.amepre.2010.09.034">https://doi.org/10.1016/j.amepre.2010.09.034</a>.
</div>
<div id="ref-safeyelli2022" class="csl-entry">
Safe Yelli. 2022. <span>“Streetlamps and Businesses Surveyed and Mapped on 21-04 and 20-04. Most Data Has Been Uploaded to @Openstreetmap Https://t.co/OdKQkZpW1m.”</span> <a href="https://twitter.com/SafeYelli/status/1517395594452828160">https://twitter.com/SafeYelli/status/1517395594452828160</a>.
</div>
<div id="ref-spearsReviewPedestrianTransitOriented2017" class="csl-entry">
Spears, Steven. 2017. <span>“Review: <span>Pedestrian-</span> and <span>Transit-Oriented Design By Reid Ewing</span> and <span>Keith Bartholomew</span>.”</span> <em>Journal of Planning Education and Research</em> 37 (4): 505–6. <a href="https://doi.org/10.1177/0739456X16675469">https://doi.org/10.1177/0739456X16675469</a>.
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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fig:ejipura
fig:kengeri
fig:levels
fig:usual
fig:proposed
fig:pop-point
fig:segment-analysis
fig:choice-map
fig:base-map-awap
fig:permeable
fig:blended-map
fig:connectivity-one
fig:connectivity-two
fig:metro
tab:osm-queries
fig:isoselect
fig:isoinput
fig:cubbon-pedshed
fig:combined
fig:search
fig:single-result
tab:layers
fig:ndvi-eo
fig:settings-sentinel
fig:model-box
fig:just-hexagons
fig:green-cover
fig:usgs-extent
fig:date-USGS
fig:usgs-landsat
fig:usgs-overlay
fig:usgs-bands
fig:scp-process
fig:scp-settings
fig:scp-band
fig:color-ramps
fig:scp-map
fig:dem-download
fig:dem-raw
fig:contour-polygons
fig:contour-dialog
fig:cpmap
fig:news
fig:osmand
fig:basemaps
tab:four
tab:observations
fig:visual-notes
fig:plots
fig:checklist
fig:checklist-example-1
fig:more-audit
fig:temp
fig:explore
fig:built-environment-info
fig:infrastructure-info
fig:parks
fig:comfort-info
fig:difference
intro
pb
scope
what-to-expect
who-is-this-for
how-to-read-this-book
recommended-softwares-and-tools
walkability
types-of-analysis
levels
hybrid-assessments
why-do-we-need-them
grassroots-approach
differences-in-methods
site-assessment
secondary-research
understanding-the-population
space-analysis
components-ssa
using-depthmapx
step-2.-prepare-it-in-depthmapx-.unnumbered
insights-from-analysis
physical-environment
block-sizes
calculating-awap-in-qgis
understanding-the-map
measuring-connectivity
assessment-of-infrastructure-accessibility
osm-extract
extract-osm
pedsheds
understanding-isochrones
assessment-of-comfort
combining-data
green-cover
sentinel-guide
heat-islands
using-landsat-imagery-to-map-heat
simple-flood-risk-mapping
field-visits
before
during
after
structuring-your-visits
interviews
kim
interview-methodology
finding-people
interview-structure
street-audits
built-environment-observations
learn-observations
visual-notes
google-street-view-for-audits
auditing-a-road-in-ejipura
street-comfort-qualitative
drawbacks-of-a-cross-sectional-audit
finding-ways-to-visualize-comfort
what-is-it-suitable-for
showcase-site
finishing-up
assessment-of-segregation
why-it-matters
identify-segregation
create-blocks
ors-setup
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<span class="header-section-number">14.2</span> Google Street View for audits<a class="anchor" aria-label="anchor" href="#google-street-view-for-audits"><i class="fas fa-link"></i></a>
</h2>
<p>Street audits are a crucial tool for assessing the built environment’s impact on public health. However, conducting physical street audits can take time and effort. Recent advancements have made virtual street audits using Google Street View a cost-effective and efficient alternative. In situations where physical visits to the site may be difficult or impossible, such as logistical constraints, virtual street audits can supplement our analysis and provide a more comprehensive understanding of the environment. In India, most major cities have already been mapped out, providing full coverage that can be accessed <a href="https://www.google.com/streetview/how-it-works/#map">here</a>.</p>
<p>Although there are some limitations to using Street View, such as the inability to assess certain features, basic observational audits can be performed easily. A study by <span class="citation">(<a href="ors-setup.html#ref-rundle2011">Rundle et al. 2011</a>)</span> found that virtual street audits produced results comparable to physical audits, indicating that they can be a reliable and efficient tool for assessing neighborhood environments.</p>
<p>Although there are some limitations to using Street View, such as the inability to assess certain features, basic observational audits can be performed easily. A study by <span class="citation">(<a href="#ref-rundle2011"><strong>rundle2011?</strong></a>)</span> found that virtual street audits produced results comparable to physical audits, indicating that they can be a reliable and efficient tool for assessing neighborhood environments.</p>
<p>We can follow the same systematic protocol used in physical audits to perform a virtual street audit using Google Street View. We can use Google Street View to navigate the streets and document the presence of built environment features such as sidewalks, crosswalks, bike lanes, streetlights, and amenities such as parks, playgrounds, and public transportation. This approach can speed up the process, help us acclimatize to the surroundings, and save at least one field visit for exploratory purposes. Figure <a href="#fig:image-ref-for-in-text"><strong>??</strong></a> is a sample checklist of indicators to consider during a virtual street audit.</p>
<div class="figure" style="text-align: center">
<span style="display:block;" id="fig:checklist"></span>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-08.</p>
<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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<p>"<strong>The Walkability Wiki</strong>: A guidebook for assessing walkability in india" was written by Aman Bhargava. It was last built on 2023-05-11.</p>
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