{"id":83,"date":"2015-11-16T15:31:07","date_gmt":"2015-11-16T22:31:07","guid":{"rendered":"https:\/\/blogs.ubc.ca\/advancedgis\/?page_id=83"},"modified":"2026-10-09T22:52:00","modified_gmt":"2026-10-10T05:52:00","slug":"representing-geography","status":"publish","type":"page","link":"https:\/\/blogs.ubc.ca\/advancedgis\/schedule\/slides\/representing-geography\/","title":{"rendered":"Representing Geography: Data Models and Axioms"},"content":{"rendered":"<p class=\"level01text\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-85 alignright\" src=\"https:\/\/blogs.ubc.ca\/advancedgis\/files\/2015\/11\/Space.gif\" alt=\"Space\" width=\"348\" height=\"209\" \/>In this lecture we&#8217;ll consider how space is most commonly conceptualized in GIScience (e.g., fields and objects\/entities) and how those concepts are implemented as GIS data models (and the advantages and disadvantages of the two fundamental models of space&#8211;grids or rasters and vectors); basically, how is geography represented in a GISystem?<\/p>\n<p class=\"level01text\">\u00a0<a href=\"https:\/\/www.academia.edu\/28813018\/Integrating_Fields_and_Objects_in_Geographic_Information_Science\" target=\"_blank\" rel=\"noopener noreferrer\">In this short paper (scroll down for text!)<\/a> Antony Galton provides a theoretical review of the conceptualization of objects and fields, while in GIS Basics: <strong>Chapter 4<\/strong> (Data models for GIS; links below) the discussion is centred around the implementation of models of space in a computer. You could say that Galton presents the <strong>GIScience<\/strong> perspective while Chapter 4 presents the <strong>GISystems<\/strong> perspective.<\/p>\n<p>It is important to recognize that your <em>conceptual<\/em> view of the world should be independent of the <em>programmatic<\/em> view of the world. That is, how we conceptualize things should not be constrained <em>a priori<\/em> by how things are represented in the computer.<\/p>\n<div id=\"random-accordion-id-63\" class=\"accordion-shortcode  \">\n<h3 ><a href=\"#learning-objectives-0\" >Learning Objectives<\/a><\/h3><div id=\"learning-objectives-0\" class=\"accordian-shortcode-content \" ><\/p>\n<ul>\n<li>Be able to discuss the conceptual models and implementation models offered here, how they relate and differ, and what costs are incurred in moving between them.<\/li>\n<li>Be ready to consider whether a phenomenon is better represented as distinct objects or as a continuous field.<\/li>\n<li>Be able to explain fuzzy membership as an alternative to crisp boundaries and single values for attributes.<\/li>\n<li>Be able to differentiate fiat objects and bona fide objects.<\/li>\n<li>Be ready to inquire into whether the detail in a dataset is empirical reality or an artefact of how it was stored.<\/li>\n<li>Be able to explain what topological knowledge of which features touch or connect contributes.<\/li>\n<li>Be able to interpret the topological information in a simple arc-node table or in TIN tables.<\/li>\n<li>Be able to choose a representation of a phenomenon to suit the question being asked of it.<\/li>\n<li>Be ready to compare and contrast resolution, precision, and accuracy conceptually and within particular data models\/sets.<\/li>\n<\/ul>\n<p>\n<\/div>\n<h3 ><a href=\"#recommended-readings-1\" >Recommended Readings<\/a><\/h3><div id=\"recommended-readings-1\" class=\"accordian-shortcode-content \" ><\/p>\n<p><a href=\"https:\/\/canvas.ubc.ca\/courses\/192080\/files\/48741562\/download?download_frd=1\">[Slides]<\/a><\/p>\n<p><strong>Text: <\/strong><a href=\"https:\/\/gw2jh3xr2c.search.serialssolutions.com\/?ctx_ver=Z39.88-2004&amp;ctx_enc=info%3Aofi%2Fenc%3AUTF-8&amp;rfr_id=info%3Asid%2Fsummon.serialssolutions.com&amp;rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&amp;rft.genre=book&amp;rft.title=Geographic+Information+Science+and+Systems%2C+4th+Edition&amp;rft.au=Longley%2C+Paul+A&amp;rft.date=2015-01-01&amp;rft.pub=Wiley&amp;rft.isbn=9781119031574&amp;rft.externalDocID=EBC5106363&amp;paramdict=en-US\">Chapter 3: Representing Geography<\/a><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Alternative text<\/strong>: GIS Basics: <a href=\"https:\/\/saylordotorg.github.io\/text_essentials-of-geographic-information-systems\/s08-data-models-for-gis.html\" target=\"_blank\" rel=\"noopener noreferrer\">Chapter 4<\/a> although this material is only directed at the implementation models (i.e., raster and vector), and does not discuss the conceptual models (i.e., objects and fields).<\/p>\n<p>In <a href=\"http:\/\/web.archive.org\/web\/20200214163351\/http:\/\/www.geog.ucsb.edu:80\/~good\/csissworkshop\/space_tuesday.html#3.%20OBJECTS%20AND%20FIELDS\" target=\"_blank\" rel=\"noopener noreferrer\">this short note<\/a> Goodchild describes both the GIScience perspective (objects and fields) and the GISystems perspective.\u00a0 Also, again, <a href=\"https:\/\/www.academia.edu\/28813018\/Integrating_Fields_and_Objects_in_Geographic_Information_Science\" target=\"_blank\" rel=\"noopener noreferrer\">Antony Galton's short paper (scroll down for text!).<\/a><\/p>\n<p>Chapter 2 (especially section 2.1) of the online text <a href=\"https:\/\/spatialanalysisonline.com\/HTML\/index.html\">Geospatial Analysis<\/a> also provides a thorough overview of the basic primitives of geospatial data. (<strong>If you are thinking of becoming a GIS Analyst, you should bookmark this online text<\/strong>.)<\/p>\n<p>Chapter 4: GIS and network analysis in <a href=\"http:\/\/resolve.library.ubc.ca\/cgi-bin\/catsearch?bid=11955897\" target=\"_blank\" rel=\"noopener noreferrer\">GIS and the Social Sciences<\/a> by Dimitris Ballas, Graham Clarke, Rachel S. Franklin and Andy Newing provides a very easy to follow introduction to network analysis. (<strong>If you are a human geographer interested in GIS, you should bookmark this text<\/strong>.)<\/p>\n<p><a href=\"https:\/\/spatialreference.org\/ref\/epsg\/?search=4326&amp;srtext=Search\">Here is a link to WKIDs (spatial references) that ESRI and QGIS use to identify projections<\/a>. Many programs, such as QGIS, use WKIDs as the primary means of identifying the projection\/coordinate system, so it useful for you to know what they are and where you can look them up.<\/p>\n<\/div>\n<h3 ><a href=\"#additional-readings-in-particu-2\" >Additional Readings (In particular, for Lab 2)<\/a><\/h3><div id=\"additional-readings-in-particu-2\" class=\"accordian-shortcode-content \" ><\/p>\n<p>ESRI has <a href=\"https:\/\/doc.esri.com\/en\/arcgis-pro\/latest\/help\/analysis\/networks\/network-analyst-tutorials.html\" target=\"_blank\" rel=\"noopener noreferrer\">a tutorial on how to use the Network Analyst for ArcGIS Pro<\/a>. A general ESRI discussion on <a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/spatial-approaches-to-determine-accessibility\/\">ways to calculate accessibility of places.<\/a><\/p>\n<p>A <a href=\"https:\/\/blogs.esri.com\/esri\/arcgis\/2016\/06\/24\/terrain-tools-1-1-released\/\" target=\"_blank\" rel=\"noopener noreferrer\">link to the terrain tools package<\/a>.<\/p>\n<p><strong>The links below all relate to Lab 2 and the MCE analysis<\/strong>:<\/p>\n<p>Pick the more relevant overview, based on your particular interests (e.g., from a natural resources perspective or from an urban geography perspective):<\/p>\n<ul>\n<li>Idrisi GIS:\u00a0<a href=\"http:\/\/husdal.com\/1999\/11\/28\/how-to-use-idrisi-gis\/\" target=\"_blank\" rel=\"noopener noreferrer\">How to use IDRISI GIS for decision making<\/a>--Idrisi has extensive MCE capabilities--view the PDF to see what kinds of modeling it allows.<\/li>\n<li>Forestry and MCE: <a href=\"https:\/\/www.landscapealliance.org\/publications\/pdf_files\/Books\/toolbox9.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Guidelines for Applying Multi-Criteria Analysis to the Assessment of Criteria and Indicators<\/a>,\u00a0<a href=\"https:\/\/www.landscapealliance.org\/knowledge\/publication\/769\/\" target=\"_blank\" rel=\"noopener noreferrer\">Source<\/a><\/li>\n<li>Planning and MCE: <a href=\"https:\/\/blogs.ubc.ca\/advancedgis\/files\/2015\/11\/MCE_Local_governmentUK.pdf\" target=\"_blank\" rel=\"noopener noreferrer\"> Multi-Criteria Analysis: A Manual<\/a> - a local government (UK) perspective<\/li>\n<\/ul>\n<p><a href=\"http:\/\/www.123ahp.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">My Choice My Decision<\/a>\u00a0- A website that enables you to calculate AHP scores (used in Lab 2); however, if you do a search on the web you can find a number of additional sites that enable you to calculate AHP scores.<\/p>\n<p><a href=\"http:\/\/thequalityportal.com\/q_ahp.htm\" target=\"_blank\" rel=\"noopener noreferrer\">Analytical Hierarchy Process: Overview<\/a><\/p>\n<p>ArcGIS:\u00a0<a href=\"http:\/\/web.archive.org\/web\/20191225214630\/http:\/\/webhelp.esri.com:80\/arcgisdesktop\/9.3\/index.cfm?TopicName=Performing_sensitivity_analysis\" target=\"_blank\" rel=\"noopener noreferrer\">About Performing Sensitivity Analysis<\/a>\u00a0(For ArcMap version 9.3, but still a\u00a0<strong>VERY<\/strong>\u00a0useful read).<\/p>\n<p>\n<\/div>\n<h3 ><a href=\"#useful-resources-3\" >Useful Resources<\/a><\/h3><div id=\"useful-resources-3\" class=\"accordian-shortcode-content \" ><\/p>\n<p>ArcGIS Resources: <a href=\"https:\/\/doc.esri.com\/en\/arcgis-pro\/latest\/help\/analysis\/spatial-analyst\/performing-analysis\/values-and-what-they-represent.html\" target=\"_blank\" rel=\"noopener noreferrer\">Discrete and Continuous Data<\/a><\/p>\n<p>ArcGIS Resources: <a href=\"https:\/\/doc.esri.com\/en\/arcgis-pro\/latest\/help\/data\/topologies\/topology-in-arcgis.html\" target=\"_blank\" rel=\"noopener noreferrer\">Topology in ArcGIS Pro<\/a><\/p>\n<p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Object-based_spatial_database\" target=\"_blank\" rel=\"noopener noreferrer\">Object-based Spatial Databases<\/a><\/p>\n<p><a href=\"https:\/\/doc.esri.com\/en\/arcgis-pro\/latest\/help\/data\/imagery\/how-raster-data-is-stored-and-managed-pro-.html\" target=\"_blank\" rel=\"noopener noreferrer\">ArcGIS Resource: Raster Compression<\/a> (lossy vs lossless?)<\/p>\n<p>Some terminology:<\/p>\n<ul>\n<li>Wikipedia: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Ontology_%28information_science%29\" target=\"_blank\" rel=\"noopener noreferrer\">Ontology<\/a> in information science vs <a href=\"https:\/\/en.wikipedia.org\/wiki\/Ontology\">ontology<\/a> in philosophy and related fields.<\/li>\n<li>Wikipedia: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Epistemology\" target=\"_blank\" rel=\"noopener noreferrer\">Epistemology<\/a><\/li>\n<li>Wikipedia: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Tessellation\" target=\"_blank\" rel=\"noopener noreferrer\">Tessellation<\/a><\/li>\n<li>Wikipedia: <a href=\"https:\/\/en.wikipedia.org\/wiki\/Axiom\" target=\"_blank\" rel=\"noopener noreferrer\">Axiom<\/a><\/li>\n<\/ul>\n<p>A <a href=\"http:\/\/content.stamen.com\/silent-springs-specifically-audubon-society\" target=\"_blank\" rel=\"noopener noreferrer\">discussion from Stamen Design<\/a> on how they created the animated maps for the Audubon Society's climate change impacts on birds report.<\/p>\n<\/div>\n<h3 ><a href=\"#keywords-4\" >Keywords<\/a><\/h3><div id=\"keywords-4\" class=\"accordian-shortcode-content \" ><\/p>\n<p>fields, objects, raster, vector, network, <a href=\"https:\/\/www.bing.com\/search?q=definition%3a+ontology&amp;form=EDGEAR&amp;qs=DA&amp;cvid=5090af270504452ba93debf92b316a7e&amp;pq=definition%3A+ontology\">ontology<\/a>, <a href=\"https:\/\/www.bing.com\/search?q=definition+epistemology&amp;qs=n&amp;form=QBRE&amp;pq=definition+epistemology&amp;sc=3-23&amp;sp=-1&amp;sk=&amp;cvid=44C8114F237B4F6894D55E70651A6D5C\">epistemology<\/a>, tessellation, raster compression (<a href=\"https:\/\/doc.esri.com\/en\/arcgis-pro\/latest\/help\/data\/imagery\/how-raster-data-is-stored-and-managed-pro-.html\">lossy vs lossless<\/a>),\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Triangulated_irregular_network\">TIN<\/a><\/p>\n<\/div>\n<h3 ><a href=\"#supplemental-topics-and-resour-5\" >Supplemental topics and resources<\/a><\/h3><div id=\"supplemental-topics-and-resour-5\" class=\"accordian-shortcode-content \" ><\/p>\n<p>GE: <a href=\"http:\/\/www.gegridsolutions.com\/geospatial\/catalog\/smallworld_core.htm\" target=\"_blank\" rel=\"noopener noreferrer\">Smallworld Core (OO GIS) <\/a><\/p>\n<p>\n<\/div>\n<\/div><!-- #random-accordion-id-63end of accordion shortcode -->\n","protected":false},"excerpt":{"rendered":"<p>In this lecture we&#8217;ll consider how space is most commonly conceptualized in GIScience (e.g., fields and objects\/entities) and how those concepts are implemented as GIS data models (and the advantages and disadvantages of the two fundamental models of space&#8211;grids or rasters and vectors); basically, how is geography represented in a GISystem? \u00a0In this short paper [&hellip;]<\/p>\n","protected":false},"author":18620,"featured_media":0,"parent":73,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width.php","meta":{"footnotes":""},"class_list":["post-83","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/pages\/83","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/users\/18620"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/comments?post=83"}],"version-history":[{"count":116,"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/pages\/83\/revisions"}],"predecessor-version":[{"id":5258,"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/pages\/83\/revisions\/5258"}],"up":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/pages\/73"}],"wp:attachment":[{"href":"https:\/\/blogs.ubc.ca\/advancedgis\/wp-json\/wp\/v2\/media?parent=83"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}