{"id":17,"date":"2013-09-06T01:09:10","date_gmt":"2013-09-06T06:09:10","guid":{"rendered":"http:\/\/mancini.brandonu.ca\/wiseman-courses\/gis2\/"},"modified":"2026-04-08T13:45:24","modified_gmt":"2026-04-08T18:45:24","slug":"gis2","status":"publish","type":"page","link":"https:\/\/people.brandonu.ca\/wiseman\/courses\/gis2\/","title":{"rendered":"38\/42:376 GIS II: Spatial Data Management and Analysis"},"content":{"rendered":"<p><strong>Instructor:<\/strong> Lecture, Dr. Dion J. Wiseman<br \/>\n<strong>Office:<\/strong> Brodie Room 4-07<br \/>\n<strong>Office Hours:<\/strong> Monday, Wednesday, Friday; 11:30 am &#8211; 12:30 pm; or by Appointment<br \/>\n<strong>Phone:<\/strong> 727-9774<br \/>\n<strong>Email:<\/strong> <a href=\"&#109;&#x61;&#x69;l&#116;&#x6f;:&#119;&#x69;s&#101;&#x6d;a&#110;&#x40;&#x62;&#114;&#x61;&#x6e;d&#111;&#x6e;u&#46;&#x63;a\">&#x77;&#105;&#x73;&#101;m&#x61;&#110;&#64;&#x62;&#114;&#x61;&#x6e;d&#x6f;&#110;u&#x2e;&#99;&#x61;<\/a><\/p>\n<h2 style=\"text-align: center\">Course\u00a0Resources<\/h2>\n<p><strong>Required Text:<\/strong> Introduction to Geographic Information Systems, 9th ed. 2019, Chang.<br \/>\n<strong>Optional Text:<\/strong>\u00a0Cartography: Thematic Map Design, 6th ed. 2009, Dent, et al.<br \/>\nNote: Copies of both the required and optional texts are available on reserve in the main library. An earlier edition of either text is also acceptable.<\/p>\n<h2 style=\"text-align: center\">Course Description<\/h2>\n<p>This course is designed as an intermediate level GIS course for students who plan to manage and\/or analyse geospatial databases in their chosen field of study or future careers. The objectives are to provide you with a solid theoretical and applied background in geospatial database management and geospatial data analysis that transcends any particular software application. The lecture component of the course will focus on theoretical concepts related to building and managing geospatial databases and conducting geospatial analysis by addressing the lecture topics outlined below. The lab component of the course will provide practical experience with ESRI ArcPro, and the various extensions that provide additional functionality.<\/p>\n<p>By the end of this course you will have acquired the theoretical background and applied skills to work as a GIS technician and pursue advanced training in specific applications of GIS (e.g. network, weighted overlay, or hydrologic analysis, etc.) and technologies for collecting and creating geospatial data (e.g. Total Station, RTK GPS, RPAS).<\/p>\n<p>The prerequisite for this course is GIS I (38\/42:286). Additional readings and\/or assignments may be required for those who have not completed the prerequisite. Note that this course is one of two prerequisite for 38\/42:477\/677 Advanced Geomatics; the other is 38\/42:353 Remote Sensing.<\/p>\n<h2 style=\"text-align: center\">Grading Scheme<\/h2>\n<table width=\"89%\">\n<tbody>\n<tr>\n<td width=\"29%\">Midterm<\/td>\n<td width=\"18%\">25-35%*<\/td>\n<td width=\"13%\">&gt; 90%<\/td>\n<td width=\"11%\">A+<\/td>\n<td width=\"12%\">70 \u2013 72%<\/td>\n<td width=\"11%\">B-<\/td>\n<\/tr>\n<tr>\n<td width=\"29%\">Final<\/td>\n<td width=\"18%\">25-35%*<\/td>\n<td width=\"13%\">85 \u2013 89%<\/td>\n<td width=\"11%\">A<\/td>\n<td width=\"12%\">67 \u2013 69%<\/td>\n<td width=\"11%\">C+<\/td>\n<\/tr>\n<tr>\n<td width=\"29%\">Lab Assignments<\/td>\n<td width=\"18%\">20%<\/td>\n<td width=\"13%\">80 \u2013 84%<\/td>\n<td width=\"11%\">A-<\/td>\n<td width=\"12%\">63 \u2013 66%<\/td>\n<td width=\"11%\">C<\/td>\n<\/tr>\n<tr>\n<td width=\"29%\">Lab Quizzes (x4)<\/td>\n<td width=\"18%\">20%<\/td>\n<td width=\"13%\">77 \u2013 79%<\/td>\n<td width=\"11%\">B+<\/td>\n<td width=\"12%\">60 \u2013 62%<\/td>\n<td width=\"11%\">C-<\/td>\n<\/tr>\n<tr>\n<td width=\"29%\">Total<\/td>\n<td width=\"18%\">100%<\/td>\n<td width=\"13%\">73 \u2013 76%<\/td>\n<td width=\"11%\">B<\/td>\n<td width=\"12%\">50 \u2013 59%<\/td>\n<td width=\"11%\">D<\/td>\n<\/tr>\n<tr>\n<td width=\"29%\">Optional Bonus<\/td>\n<td width=\"18%\">3%<\/td>\n<td width=\"13%\"><\/td>\n<td width=\"11%\"><\/td>\n<td width=\"12%\">&lt; 50%<\/td>\n<td width=\"11%\">F<\/td>\n<\/tr>\n<tr>\n<td width=\"29%\"><\/td>\n<td width=\"18%\"><\/td>\n<td colspan=\"2\" width=\"25%\">* variably weighted<\/td>\n<td width=\"12%\"><\/td>\n<td width=\"11%\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 style=\"text-align: center\">Tentative Course Outline<\/h2>\n<ol>\n<li>Spatial Data Representation, the Object-based Model, and Geodatabases\n<ul>\n<li>Review of Raster\/Vector Models<\/li>\n<li>The Geodatabase Model<\/li>\n<li>Subtypes, Topology Rules, Attribute Domains<\/li>\n<\/ul>\n<\/li>\n<li>Managing Geospatial Databases (Tables Demo)\n<ul>\n<li>Functions of a DBMS<\/li>\n<li>Types of Relations \u2013 Relate vs. Join<\/li>\n<li>Attribute-based Operations<\/li>\n<li>Spatial Joins<\/li>\n<\/ul>\n<\/li>\n<li>Exploratory Data Analysis (Query Survey Markers demo)\n<ul>\n<li>Query by Attribute &amp; Location<\/li>\n<li>Relational Algebra &amp; Boolean Logic<\/li>\n<li>Querying Rasters<\/li>\n<\/ul>\n<\/li>\n<li>Vector Data Analysis (Simpson\u2019s Demo)\n<ul>\n<li>Buffers and Setbacks, Applications of<\/li>\n<li>Map Overlay: Union vs. Intersection<\/li>\n<li>Other Vector Tools<\/li>\n<\/ul>\n<\/li>\n<li>Raster Data Analysis (Cougar Demo)\n<ul>\n<li>Basic Raster Operations<\/li>\n<li>Environment Settings Local Operations<\/li>\n<li>Local, Focal, Zonal, and Global Operations<\/li>\n<li><\/li>\n<li><strong>MIDTERM EXAM \u2013 Thursday, March 12<sup>th<\/sup> <\/strong><\/li>\n<li><\/li>\n<\/ul>\n<\/li>\n<li>Surface Representation &amp; Analysis (Brandon Hills Demo)\n<ul>\n<li>TINS vs. DEMS<\/li>\n<li>Spatial Interpolation &amp; Interpolation Algorithms<\/li>\n<li>Kriging and Semi-variograms<\/li>\n<li>Density Surfaces<\/li>\n<\/ul>\n<\/li>\n<li>Point Pattern Analysis (Point Pattern Demo)\n<ul>\n<li>Descriptive Measures<\/li>\n<li>Nearest Neighbour<\/li>\n<li>Spatial Autocorrelation<\/li>\n<\/ul>\n<\/li>\n<li>Network Analysis (Liquor Store Network Analysis Demo)\n<ul>\n<li>Components of a Network<\/li>\n<li>Creating and Managing Networks<\/li>\n<li>Types of Network Analysis<\/li>\n<\/ul>\n<\/li>\n<li>Spatial Data Quality\n<ul>\n<li>What Is It, Why Do We Care?<\/li>\n<li>Measures of Data Quality<\/li>\n<li>Metadata<\/li>\n<\/ul>\n<\/li>\n<li>GIS Implementation &amp; Management\n<ul>\n<li>User Centered Approach<\/li>\n<li>Implementation Strategies<\/li>\n<li>Project Management<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><strong>FINAL EXAM \u2013 Saturday, April 18<sup>th<\/sup> 2 PM, rm BB 3-47 (3-44)<\/strong><\/p>\n<h2 style=\"text-align: center\">Tentative Laboratory Schedule<\/h2>\n<p>Lab Instructor: Ms. Wenonah Fraser van Heyst; Instructional Associate<br \/>\nTelephone:\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 204-727-7466\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Office:\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Brodie Building, Room 4-4<br \/>\nE-mail:\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <a href=\"&#109;a&#x69;l&#x74;o&#x3a;&#102;&#x72;&#97;&#x73;&#101;r&#x77;&#64;&#x62;r&#x61;&#110;&#x64;&#111;&#x6e;&#117;&#x2e;&#99;a\">FRAS&#69;&#82;&#87;&#64;&#98;&#x72;&#x61;&#x6e;&#x64;&#x6f;&#x6e;&#x75;&#46;ca<\/a><\/p>\n<p>Labs are scheduled <u>Monday &amp; Tuesday afternoons<\/u> and will be delivered in person in room 3-44 of the Brodie Building.<\/p>\n<table data-editing-info=\"{&quot;topBorderColor&quot;:&quot;#ABABAB&quot;,&quot;bottomBorderColor&quot;:&quot;#ABABAB&quot;,&quot;verticalBorderColor&quot;:&quot;#ABABAB&quot;,&quot;hasHeaderRow&quot;:false,&quot;hasFirstColumn&quot;:false,&quot;hasBandedRows&quot;:true,&quot;hasBandedColumns&quot;:false,&quot;bgColorEven&quot;:null,&quot;bgColorOdd&quot;:&quot;#ABABAB20&quot;,&quot;headerRowColor&quot;:&quot;#ABABAB&quot;,&quot;tableBorderFormat&quot;:0,&quot;verticalAlign&quot;:null}\" cellpadding=\"0\" cellspacing=\"0\" id=\"x_table_0\">\n<tbody>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><u data-olk-copy-source=\"MessageBody\">Dates (2026)<\/u><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><b><u>Quizzes<\/u><\/b><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><b><u>Lab #<span>\u00a0<\/span><\/u>and Assignment Topic<\/b><\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Jan 12|13<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div aria-hidden=\"true\"><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 1: Building Geospatial Databases: Import &amp; Construct a Geodatabase<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Jan 19|20<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div aria-hidden=\"true\"><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 2: Building Geospatial Databases: Attribute domains &amp; Subtypes<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Jan 26|27<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><b>QUIZ #1<\/b><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><u>&amp; Lab 3a<\/u>: Working with Attribute Data: Join and Query Tables<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Feb \u00a02 | 3<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div aria-hidden=\"true\"><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 4: Building Geospatial Databases: Editing features &amp; Topology<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Feb \u00a09 | 10<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div aria-hidden=\"true\"><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 5: Vector-based Spatial Analysis: Geoprocessing Tools<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><i>Feb 16|17<\/i><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><i>\u00a0<\/i><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><i>NO CLASSES (Winter Study Break)<\/i><\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Feb 23|24<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><b>QUIZ #2<\/b><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><u>&amp; Lab 3b<\/u>: Working with Attribute Data: Spatial Joins<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Mar \u00a02 | 3<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div aria-hidden=\"true\"><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 6: Raster-based Spatial Analysis: Spatial and Site Suitability Analysis<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Mar \u00a09 | 10<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><b>\u00a0<\/b><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 7: Creating &amp; Analyzing Digital Elevation Models: 3D Surface Analysis<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Mar 16|17<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><b>QUIZ #3<\/b><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div class=\"x_elementToProof\">(<u>&amp; optional \u200bmake-up Lab<\/u>: work period for ArcGIS Pro practice)<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Mar 23|24<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div aria-hidden=\"true\"><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 8: Analysing Spatial Patterns: Clustering Tools &amp; Point Pattern Analysis<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Mar 30|31<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div aria-hidden=\"true\"><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Lab 9: Network Analysis<\/div>\n<\/td>\n<\/tr>\n<tr>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div>Apr\u00a0 6| 7<\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><b>QUIZ #4<\/b><\/div>\n<\/td>\n<td data-editing-info=\"{&quot;vAlignOverride&quot;:true}\">\n<div><u>&amp; Lab 10<\/u>: Complete an approved ESRI virtual campus course<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div><\/div>\n<div class=\"x_elementToProof\"><b data-olk-copy-source=\"MessageBody\">Mark allocation for GIS 2 labs<\/b><\/div>\n<ul>\n<li>Assignments\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 10 labs @ 2% each\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<span>\u00a0<\/span><b>= 20%<\/b><\/li>\n<li>Timed Lab Quizzes\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 4 quizzes @ 5% each\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<span>\u00a0<\/span><b>= 20%<\/b><\/li>\n<li>Overall lab grade\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<span>\u00a0<\/span><b>= 40%<\/b>\u00a0of overall course mark<\/li>\n<\/ul>\n<div class=\"x_elementToProof\"><b>Completion of Laboratory and Lecture Assignments<\/b><\/div>\n<div class=\"x_elementToProof\">Generally, lab assignments are either due at the end of lab period or at the beginning of the following week\u2019s lab; this will be indicated on your assignment. Labs submitted after at the end of the following lab period will be considered one day late. Labs submitted late will incur a 10% per day penalty and will not be accepted after the graded labs have been returned.<\/div>\n<p><strong>Geomatics Lab Access<\/strong><\/p>\n<p>For access to the Geomatics Lab outside of lab times, key cards to open the door are available from Ms. van Heyst with a $10 deposit. <strong><u>Key cards MUST be returned by the end of term<\/u><\/strong> in order to get your deposit back. Key cards returned after your account has expired will forfeit the deposit.<\/p>\n<h3><\/h3>\n<h3><a href=\"https:\/\/people.brandonu.ca\/wiseman\/important-bu-statements-and-policies\/\">Important BU Statements and Policies<\/a><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Instructor: Lecture, Dr. Dion J. Wiseman Office: Brodie Room 4-07 Office Hours: Monday, Wednesday, Friday; 11:30 am &#8211; 12:30 pm; or by Appointment Phone: 727-9774 Email: &#119;&#x69;s&#101;&#x6d;a&#110;&#x40;b&#114;&#x61;n&#100;&#x6f;n&#117;&#x2e;c&#97; Course\u00a0Resources Required Text: Introduction to Geographic Information Systems, 9th ed. 2019, Chang. Optional Text:\u00a0Cartography: Thematic Map Design, 6th ed. 2009, Dent, et al. Note: Copies of both the [&hellip;]<\/p>\n","protected":false},"author":39,"featured_media":0,"parent":19,"menu_order":12,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-17","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages\/17","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/users\/39"}],"replies":[{"embeddable":true,"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/comments?post=17"}],"version-history":[{"count":143,"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages\/17\/revisions"}],"predecessor-version":[{"id":2553,"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages\/17\/revisions\/2553"}],"up":[{"embeddable":true,"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages\/19"}],"wp:attachment":[{"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/media?parent=17"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}