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Slithering into GIS.slides.html
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<!DOCTYPE html>
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<title>Slithering into GIS slides</title>
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<h1 id="Slithering-into-GIS---An-intro-to-making-maps-with-Python">Slithering into GIS - An intro to making maps with Python<a class="anchor-link" href="#Slithering-into-GIS---An-intro-to-making-maps-with-Python">¶</a></h1><p>by Clinton Dow
<img src="./python_geospatial.png" alt="Geo Python"></p>
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<h2 id="An-introduction-to-GIS-concepts-and-how-Python-fits-in-to-the-picture">An introduction to GIS concepts and how Python fits in to the picture<a class="anchor-link" href="#An-introduction-to-GIS-concepts-and-how-Python-fits-in-to-the-picture">¶</a></h2><ul>
<li>Many different backgrounds and experience levels</li>
<li>Not much code, introducing the concepts instead!</li>
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<li>About me</li>
<li>What is GIS Anyways?</li>
<li>Geospatial Developers</li>
<li>Python in GIS</li>
<li>Python Geospatial Libraries</li>
<li>Geospatial Data</li>
<li>Databases</li>
<li>On the web</li>
<li>Geospatial is just getting started!</li>
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<h2 id="About-me">About me<a class="anchor-link" href="#About-me">¶</a></h2>
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<li>Computer nerd for basically my whole life</li>
<li>Python Programmer for approximately 5 years<ul>
<li>Started because of Civilization IV & V video game<ul>
<li>Programming for fun becomes programming for profit</li>
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</li>
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<li>Python product engineer<ul>
<li>Works with Python nearly 40 hours per week</li>
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<li>Attends numerous tutorials, conventions etc<ul>
<li>Great way to build your skills quickly</li>
<li>Meet like-minded people who will inspire you!</li>
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</li>
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<h2 id="What-is-GIS-anyways?">What is GIS anyways?<a class="anchor-link" href="#What-is-GIS-anyways?">¶</a></h2><p><img src="./GIS1.jpg" alt="GIS"></p>
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<p>Geographic Information Systems</p>
<ul>
<li>An evolving field of study</li>
<li>Not any one specific software platform, job or technique</li>
<li>How to represent geospatial data as information</li>
<li>Kind of like defining 'Programming' </li>
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<p>Some concepts that fall under Geographic Information Systems</p>
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<li>Data Collection</li>
<li>Geoprocessing</li>
<li>Geocoding</li>
<li>Cloud Computing</li>
<li>Cartography</li>
<li>Data Visualization</li>
<li>Big Data</li>
<li>Many more...</li>
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<p>GIS is found in, or supports every major (and many minor) organization and business</p>
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<li>Government </li>
<li>Armed Forces</li>
<li>Natural Resources</li>
<li>Utilities</li>
<li>Financial</li>
<li>Engineering and Construction</li>
<li>Environmental</li>
<li>Marketing</li>
<li>Insurance</li>
<li>Real Estate</li>
<li>Supply Chain Management</li>
<li>Telecom</li>
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<p>A Geographic Information System</p>
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<li>An implementation of one or more concepts from GIS</li>
<li>Commonly refered to as GIS Tools or GIS Applications
<img src="./gis_phone.png" alt="GIS App"></li>
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<p>Many different GIS applications have become part of our lives</p>
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<li>News</li>
<li>Traffic</li>
<li>Weather</li>
<li>Social Networking</li>
<li>Dating</li>
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<p>GIS Tools often work together as a GIS platform.</p>
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<p>GIS Platforms are like IDEs for GIS.</p>
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<p><img src="./city.jpg" alt="GIS Platform"></p>
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<ul>
<li>ArcGIS</li>
<li>QGIS</li>
<li>Mapbox</li>
<li>PostGIS</li>
<li>Google Earth</li>
<li>ENVI</li>
<li>Feature Manipulation Engine (FME)</li>
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<p>All major GIS platforms have Python API/SDKs</p>
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<h2 id="Many-GIS-Developers-customize-GIS-Platforms.">Many GIS Developers customize GIS Platforms.<a class="anchor-link" href="#Many-GIS-Developers-customize-GIS-Platforms.">¶</a></h2><ul>
<li>Scripting GIS Tools</li>
<li>Modifying functionality</li>
<li>Developing plugins</li>
<li>Combining multiple platforms' functionality</li>
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<h2 id="GIS/Geospatial-Developers">GIS/Geospatial Developers<a class="anchor-link" href="#GIS/Geospatial-Developers">¶</a></h2><p><img src="./GisDev.jpg" alt="GisDev"></p>
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<p>Are in high demand!! Especially those with demonstratable Python skills.</p>
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<p>Python can be found in almost all facets of Geospatial Development:</p>
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<li>Web GIS </li>
<li>App development</li>
<li>Embedded systems</li>
<li>IoT</li>
<li>Data Dashboards</li>
<li>Geoprocessing</li>
<li>etc..</li>
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<p>It can be a demanding role, but very rewarding!</p>
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<li>Requires knowledge of geography and programming, often additional skills</li>
<li>Constantly evolving field</li>
<li>Supports many different industries and organizations</li>
<li>Vaguely defined role at many companies</li>
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<li>Many new and exciting opportunities</li>
<li>Never boring</li>
<li>Outstanding potential for entrepeneurs</li>
<li>Define your own role!</li>
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<h1 id="How-does-Python-fit-into-all-of-this?">How does Python fit into all of this?<a class="anchor-link" href="#How-does-Python-fit-into-all-of-this?">¶</a></h1>
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<li>A powerful and robust language out of the box</li>
<li>Many open-source geospatial libraries</li>
<li>Supported by every major GIS Platform (API/SDK)</li>
<li>Supported by every major Database Platform</li>
<li>Powerful web frameworks<ul>
<li>Django for fully featured web applications</li>
<li>Flask for service-oriented web APIs</li>
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<li>Involved, passionate community</li>
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<h2 id="Python-Open-Source-Geospatial-Libraries">Python Open Source Geospatial Libraries<a class="anchor-link" href="#Python-Open-Source-Geospatial-Libraries">¶</a></h2>
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<p>Reading and Writing Geospatial Data</p>
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<li>GDAL/OGR</li>
<li>Fiona</li>
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<p>These libraries allow you to work with various data types that are not accessible in pure Python.
<img src="./convert.png" alt="Convert Data"></p>
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<p>Projections</p>
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<li>pyproj</li>
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<p>A projection defines how the spherical surface of the earth is displayed on a flat surface</p>
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<li>Paper maps</li>
<li>Computer Screens
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<p>Analyzing and Manipulating Geospatial Data</p>
<ul>
<li>Shapely</li>
<li>PySAL</li>
<li>Pandas/Geopandas</li>
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<p>Perform Geoprocessing, joins and relates and map algebra on geospatial data.
<img src="./gp.gif" alt="gp"></p>
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<p>Plotting Geospatial Data</p>
<ul>
<li>Mapnik</li>
<li>matplotlib w/ Basemap Toolkit & pyplot</li>
<li>Descartes</li>
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<p>Draw the actual map on the screen.
<img src="./mtl.jpg" alt="MTL"></p>
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<h2 id="Geospatial-Data">Geospatial Data<a class="anchor-link" href="#Geospatial-Data">¶</a></h2>
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<p>Two main categories of Geospatial Data
<img src="./Vec_ras.jpg" alt="vecras"></p>
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<p>Vector Data</p>
<ul>
<li>Points, Lines and Polygons</li>
<li>Individual features hold values</li>
<li>Locations of addresses</li>
<li>Road Networks</li>
<li>Boundaries</li>
<li>Discrete data</li>
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<p><img src="./v.jpg" alt="Vector"></p>
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<p>Raster Data</p>
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<li>'Grids' of data</li>
<li>Cells hold values</li>
<li>Images</li>
<li>Height maps</li>
<li>Temperature maps</li>
<li>Continuous data
<img src="./rasterdatamodel.png" alt="Raster"></li>
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<p>Sources of Vector Data:
OpenStreetMap
World Borders Dataset
Twitter (Location-enabled Tweets)
Government open data portals
GPS Points
Survey Data</p>
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<p>Sources of Raster Data:
Satellite Photography
LandSat
Natural Earth
Aerial Photography
Sensor Arrays (ie: Weather Sensors)
National Elevation Dataset</p>
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<h2 id="Databases">Databases<a class="anchor-link" href="#Databases">¶</a></h2>
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<p>Geospatial Databases are just regular databases with geospatial querying/indexing capabilities.
Every major geospatial database has a Python API</p>
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<p>Examples of Python APIs for geospatial databases:</p>
<pre><code>- SQLAlchemy
- arcpy
- psycopg
- cartodb-python
- cloudant-python
- etc</code></pre>
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<p>Two main things that make a database 'geospatial':</p>
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<li>Spatial Indexes</li>
<li>GIS Metadata</li>
<li>Can be a relational or NoSQL database
<img src="./spatial_index.png" alt="Spatial Index"></li>
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<p>Relational</p>
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<li>MySQL</li>
<li>Postgre/PostGIS</li>
<li>Oracle</li>
<li>etc</li>
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<p>NoSQL</p>
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<li>CartoDB</li>
<li>CouchDB</li>
<li>Cloudant</li>
<li>etc</li>
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<h2 id="On-the-web">On the web<a class="anchor-link" href="#On-the-web">¶</a></h2>
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<p>Web GIS is a huge area of growth in the geospatial industry.</p>
<ul>
<li>Not just webmaps</li>
<li>Apps</li>
<li>Dashboards</li>
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<p>Web frameworks allow you to build your own web GIS tools and platforms.
<img src="./webgis.jpg" alt="webgis"></p>
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<p>Web GIS tools are typically offered as endpoints in a Service Oriented Architecture (SOA) model</p>