{"id":9,"date":"2013-04-04T21:44:40","date_gmt":"2013-04-05T02:44:40","guid":{"rendered":"http:\/\/mancini.brandonu.ca\/wiseman-courses\/air-photo-remote-sensing\/"},"modified":"2026-04-08T13:46:21","modified_gmt":"2026-04-08T18:46:21","slug":"remote-sensing","status":"publish","type":"page","link":"https:\/\/people.brandonu.ca\/wiseman\/courses\/remote-sensing\/","title":{"rendered":"38\/42:353 Remote Sensing"},"content":{"rendered":"<p><strong>Instructor:<\/strong>\u00a0Lecture, Dr. Dion J. Wiseman<br \/>\n<strong>Office:<\/strong>\u00a0Brodie Room 4-07<br \/>\n<strong>Office Hours:<\/strong> M, W, F; 11:30 am \u2013 12:30 pm; or by Appointment<br \/>\n<strong>Phone\/Text:<\/strong>\u00a0(204) 727-9774<br \/>\n<strong>Email:<\/strong>\u00a0<a href=\"&#x6d;&#97;i&#x6c;&#x74;&#111;:&#x77;&#x69;&#115;e&#x6d;&#x61;&#110;&#64;&#x62;&#x72;&#97;n&#x64;&#111;&#110;u&#x2e;&#99;a\">&#x77;i&#x73;&#101;m&#x61;&#110;&#x40;&#98;r&#x61;&#110;&#x64;&#111;n&#x75;&#46;&#x63;&#x61;<\/a><\/p>\n<h2 style=\"text-align: center\">Course\u00a0Resources<\/h2>\n<p><strong>Optional Texts:<\/strong>\u00a0all on reserve in the main library.<\/p>\n<ol>\n<li>Lillesand, Thomas M.; Kiefer, Ralph W.; and Chipman, Jonathon (2008) <em>Remote Sensing and Image Interpretation<\/em>, 6<sup>th<\/sup> New York: John Wiley and Sons.<\/li>\n<li>Avery, Thomas E. and Berlin, Graydon L. (1992) <em>Fundamentals of Remote Sensing and Airphoto Interpretation<\/em>, Upper Saddle River, New Jersey: Prentice Hall.<\/li>\n<li>Paine, David P. (1981) <em>Aerial Photography and Image Interpretation for Resource Management<\/em>. New York: John Wiley and Sons.<\/li>\n<li>Wolf, Paul R. and DeWitt, Bon A. (2000) <em>Elements of Photogrammetry: with applications in GIS<\/em>, 3<sup>rd<\/sup> Boston: McGraw-Hill.<\/li>\n<\/ol>\n<h2>Course Description<\/h2>\n<p>The intent of this course is to: 1) introduce the theoretical foundations of remote sensing and 2) provide the technical expertise required to extract qualitative and quantitative information from remotely sensed imagery.\u00a0 The course is divided into three complimentary sections. The first is an introduction to the founding principles and basic elements of a complete remote sensing system, the second focuses on photographic systems, air photo interpretation, and photogrammetric techniques; and the third introduces students to UAV systems, digital multispectral imagery, and computer assisted image analysis techniques.<\/p>\n<p>The laboratory component of the course will be divided into two sections.\u00a0 The first will focus on aerial photography, image interpretation, and hard\/soft-copy photogrammetric techniques.\u00a0 The second section will introduce computer assisted image analysis techniques commonly used for the extraction of thematic map information and spectral\/object-based image classification.\u00a0 Relevant techniques will be demonstrated during class time and each student will complete a practical assignment normally due at the beginning of the following lab period. This section of the course will culminate in the submission of a multipart lab project.<\/p>\n<h2>Grading Scheme<\/h2>\n<table width=\"95%\">\n<tbody>\n<tr>\n<td width=\"27%\">Midterm<\/td>\n<td width=\"17%\">25\/35%<sup>*<\/sup><\/td>\n<td width=\"13%\">&gt; 90%<\/td>\n<td width=\"13%\">A+<\/td>\n<td width=\"13%\">70-72%<\/td>\n<td width=\"12%\">B-<\/td>\n<\/tr>\n<tr>\n<td width=\"27%\">Final<\/td>\n<td width=\"17%\">25\/35%<sup>*<\/sup><\/td>\n<td width=\"13%\">85-89%<\/td>\n<td width=\"13%\">A<\/td>\n<td width=\"13%\">67-69%<\/td>\n<td width=\"12%\">C+<\/td>\n<\/tr>\n<tr>\n<td width=\"27%\">Labs<\/td>\n<td width=\"17%\">40%<\/td>\n<td width=\"13%\">80-84%<\/td>\n<td width=\"13%\">A-<\/td>\n<td width=\"13%\">63-66%<\/td>\n<td width=\"12%\">C<\/td>\n<\/tr>\n<tr>\n<td width=\"27%\"><a href=\"https:\/\/people.brandonu.ca\/wiseman\/extra-credit-assignment\/\">Bonus<\/a><\/td>\n<td width=\"17%\">3%<\/td>\n<td width=\"13%\">77-79%<\/td>\n<td width=\"13%\">B+<\/td>\n<td width=\"13%\">60-62%<\/td>\n<td width=\"12%\">C-<\/td>\n<\/tr>\n<tr>\n<td width=\"27%\">Total<\/td>\n<td width=\"17%\">100%<\/td>\n<td width=\"13%\">73-76%<\/td>\n<td width=\"13%\">B<\/td>\n<td width=\"13%\">50-59%<\/td>\n<td width=\"12%\">D<\/td>\n<\/tr>\n<tr>\n<td width=\"27%\"><\/td>\n<td width=\"17%\"><\/td>\n<td colspan=\"2\" width=\"26%\"><sup>* <\/sup>variably weighted<\/td>\n<td width=\"13%\">&lt; 50%<\/td>\n<td width=\"12%\">F<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 style=\"text-align: center\"><b style=\"font-size: 16px\"><br \/>\n<\/b>Tentative Course Outline<\/h2>\n<ol>\n<li>Fundamentals of Remote Sensing\n<ul>\n<li>History of Remote Sensing<\/li>\n<li>Advantages of Remote Sensing<\/li>\n<li>Elements of a RS System<\/li>\n<li>The Nature of EMR<\/li>\n<li>EMR-Matter Interactions<\/li>\n<\/ul>\n<\/li>\n<li>Elements of Photo Interpretation\n<ul>\n<li>Interpretation Process<\/li>\n<li>Key Diagnostic Characteristics<\/li>\n<\/ul>\n<\/li>\n<li>Principles Photographic &amp; Digital Imaging Systems\n<ul>\n<li>Principles of Photography<\/li>\n<li>Additive and Subtractive Colour Theory<\/li>\n<li>Films, Filters, Aerial Cameras<\/li>\n<li>Photo and Image Resolution<\/li>\n<\/ul>\n<\/li>\n<li>Scale and Horizontal Measurements\n<ul>\n<li>Types of Scale<\/li>\n<li>Scale Determination<\/li>\n<li>Measuring Distances, Directions, and Areas<\/li>\n<\/ul>\n<\/li>\n<li>Geometry of Aerial Photographs\n<ul>\n<li>Types of Areal Photographs<\/li>\n<li>Three Photo Centers<\/li>\n<li>Distortion and Displacement<\/li>\n<\/ul>\n<\/li>\n<li>Principles of Stereoscopic Vision\n<ul>\n<li>Parallax<\/li>\n<li>Optical Equipment<\/li>\n<li>Vertical Exaggeration<\/li>\n<\/ul>\n<\/li>\n<li>Photogrammetry: Vertical Measurements\n<ul>\n<li>Topographic Displacement<\/li>\n<li>Shadow Method<\/li>\n<li>Difference of Parallax<\/li>\n<\/ul>\n<p><span style=\"color: #ff0000\"><b style=\"color: #ff0000\">MIDTERM EXAM &#8211; <strong>Thursday, March 5th (in lab slot)<\/strong><\/b><\/span><\/li>\n<li>Introduction to RPAS\n<ul>\n<li>What is a UAV? Drone? RPAS?<\/li>\n<li>Types, Components, Sensors<\/li>\n<li>Advantages &amp; Disadvantages<\/li>\n<li>Transport Canada Regulations<\/li>\n<li>Photo Mission Planning<\/li>\n<li>Image Classification, Terrain Modeling, Feature Extraction<\/li>\n<\/ul>\n<\/li>\n<li>Fundamentals of Digital Multispectral Systems\n<ul>\n<li>Platforms and Sensors\n<ul>\n<li>UAV Platforms &amp; Sensors<\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=mqVKR9OnqqA\">LandSat Overview<\/a><\/li>\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=w4ZzqX5_W0o\">Free LandSat Imagery<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Spectral Bands<\/li>\n<li>Image Interpretation<\/li>\n<li>Spectral Signatures<\/li>\n<\/ul>\n<\/li>\n<li>Digital Image Analysis\n<ul>\n<li>Image Pre-processing,<\/li>\n<li>Image Classification<\/li>\n<li>Accuracy Assessment<\/li>\n<li>Object-based Classifications<\/li>\n<\/ul>\n<\/li>\n<li>\u00a0RADAR\n<ul>\n<li>Advantages<\/li>\n<li>Active vs. Passive Systems<\/li>\n<li>Causes of Backscatter<\/li>\n<li>Azimuth and Range Resolution<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><span style=\"color: #ff0000\"><strong>FINAL EXAM &#8211; Wednesday, April 22, 2 pm, rm BB 3-47 (3-44)<\/strong><\/span><\/p>\n<h2 style=\"text-align: left\">Tentative Lab 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;&#x61;&#x69;l&#116;&#x6f;&#x3a;f&#114;&#x61;s&#101;&#x72;&#x77;&#64;&#98;&#x72;a&#110;&#x64;&#x6f;n&#117;&#x2e;&#x63;&#97;\">&#x46;R&#x41;&#83;&#x45;&#82;&#x57;&#x40;b&#x72;&#97;&#x6e;&#100;&#x6f;&#110;u&#x2e;&#99;&#x61;<\/a><\/p>\n<p><span>Labs are scheduled THURSDAY afternoons, 1:40 to 4:30 PM, in room BB 3-47\/3-44.<\/span><\/p>\n<div align=\"center\" style=\"text-align: left\">\n<table width=\"672\">\n<tbody>\n<tr>\n<td width=\"73\"><strong>Dates 2026<\/strong><\/td>\n<td width=\"50\"><strong>Lab<\/strong><\/td>\n<td width=\"366\"><strong>Topic<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Jan 8<\/strong><\/td>\n<td width=\"50\"><\/td>\n<td width=\"366\"><em>Optional<\/em>: Introduction to Google Earth (GE))<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Jan 15<\/strong><\/td>\n<td width=\"50\">1<\/td>\n<td width=\"366\">Image Interpretation and Analysis<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Jan 22<\/strong><\/td>\n<td width=\"50\">2<\/td>\n<td width=\"366\">Importing and Extracting Geospatial Data in GE<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Jan 29<\/strong><\/td>\n<td width=\"50\">3<\/td>\n<td width=\"366\">Air Photo Interpretation and Stereoscopy<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Feb 5<\/strong><\/td>\n<td width=\"50\">4<\/td>\n<td width=\"366\">Scale and Horizontal Measurements<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Feb 12<\/strong><\/td>\n<td width=\"50\">5<\/td>\n<td width=\"366\">Methods of Determining the Height of Features<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Feb 19<\/strong><\/td>\n<td width=\"50\">&#8212;<\/td>\n<td width=\"366\">NO LAB (Midterm Break)<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Feb 26<\/strong><\/td>\n<td width=\"50\">6<\/td>\n<td width=\"366\">Intro to Remotely Piloted Aircraft Systems (RPAS)<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Mar 5<\/strong><\/td>\n<td width=\"50\"><\/td>\n<td width=\"366\"><span style=\"color: #ff0000\">Midterm Exam in Lab Slot<\/span><\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Mar 12<\/strong><\/td>\n<td width=\"50\">7<\/td>\n<td width=\"366\">Image Classification: Unsupervised Classification<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Mar 19<\/strong><\/td>\n<td width=\"50\">8.1<\/td>\n<td width=\"366\">Supervised Classification: Training Field Selection<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Mar 27<\/strong><\/td>\n<td width=\"50\">8.2<\/td>\n<td width=\"366\">Supervised Classification: Evaluating Training Fields<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><strong>Apr 2<\/strong><\/td>\n<td width=\"50\">8.3<\/td>\n<td width=\"366\">Supervised Classification: Final Classification Comparison<\/td>\n<\/tr>\n<tr>\n<td width=\"73\"><\/td>\n<td width=\"50\"><\/td>\n<td width=\"366\">RPAS Demo Flight (weather permitting)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>Generally, lab assignments are due at the end of the current lab period or beginning of the following week\u2019s lab period. Labs submitted at the end of the following week\u2019s lab period will be considered one day late. Late labs will incur a penalty of 10% per day.<\/p>\n<h3><a href=\"https:\/\/people.brandonu.ca\/wiseman\/important-bu-statements-and-policies\/\">Important BU Statements and Policies<\/a><\/h3>\n<h2>Useful Links<\/h2>\n<p><a href=\"http:\/\/www.nrcan.gc.ca\/earth-sciences\/products-services\/satellite-photography-imagery\/aerial-photos\/search-air-photos\/890\">National Air Photo Library (NAPL)<\/a><\/p>\n<p><a href=\"http:\/\/http:\/\/www.nrcan.gc.ca\/earth-sciences\/about\/organization\/organization-structure\/canada-centre-for-remote-sensing\/11740\">Canada Centre for Remote Sensing (CCRS) <\/a><\/p>\n<p><a href=\"https:\/\/engineering.purdue.edu\/~biehl\/MultiSpec\/\">Download MultiSpec<\/a><\/p>\n<h2>Imagery<\/h2>\n<p><a href=\"https:\/\/people.brandonu.ca\/wiseman\/files\/CL-345-13Aug91-Copy.pdf\">CL-345-13Aug91 &#8211; Copy<\/a><\/p>\n<p>(right click and &#8220;save as&#8221; then change file extension from .pdf\u00a0 to .lan)<\/p>\n<p><a href=\"https:\/\/people.brandonu.ca\/wiseman\/files\/RMNP_MetaData-Copy.pdf\">RMNP_MetaData &#8211; Copy<\/a><\/p>\n<p>(right click and &#8220;save as&#8221; then change file extension from .pdf\u00a0 to .txt)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Instructor:\u00a0Lecture, Dr. Dion J. Wiseman Office:\u00a0Brodie Room 4-07 Office Hours: M, W, F; 11:30 am \u2013 12:30 pm; or by Appointment Phone\/Text:\u00a0(204) 727-9774 Email:\u00a0&#x77;&#105;s&#x65;&#x6d;&#97;n&#x40;&#x62;&#114;a&#x6e;&#x64;&#111;n&#x75;&#x2e;&#99;a Course\u00a0Resources Optional Texts:\u00a0all on reserve in the main library. Lillesand, Thomas M.; Kiefer, Ralph W.; and Chipman, Jonathon (2008) Remote Sensing and Image Interpretation, 6th New York: John Wiley and Sons. [&hellip;]<\/p>\n","protected":false},"author":39,"featured_media":0,"parent":19,"menu_order":11,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-9","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages\/9","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=9"}],"version-history":[{"count":182,"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":2554,"href":"https:\/\/people.brandonu.ca\/wiseman\/wp-json\/wp\/v2\/pages\/9\/revisions\/2554"}],"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=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}