Learning Plan & Notes

1. GIS Foundations & Cartography [Notes →]

1.1 What is GIS, GIS concepts, spatial thinking

1.2 Vector vs raster

1.3 Coordinate systems, projections, datums

1.4 Map design, symbology, classification

1.5 Layouts, typography, cartographic standards

 

2. Spatial Data Management [Notes →]

2.1 Geodatabases (file, enterprise)
2.2 Data models, schemas, domains, subtypes
2.3 Metadata standards
2.4 Data quality, accuracy, error handling
2.5 Spatial data acquisition and cleaning

3. Spatial Analysis & Geoprocessing [Notes →]

3.1 Overlay analysis (clip, intersect, union, dissolve)
3.2 Proximity analysis (buffer, near, distance)
3.3 Spatial joins, selections
3.4 Terrain analysis (DEM, slope, aspect)

3.5 Suitability analysis
3.6 Topology

4. Remote Sensing & Image Analysis

4.1 Remote sensing fundamentals
4.2 Spectral bands, indices (NDVI, NBR, etc.)
4.3 Landsat/Sentinel workflows
4.4 Image classification (supervised/unsupervised)
4.5 Change detection

5. Programming & Automation

5.1 Python basics
5.2 arcpy or QGIS Python
5.3 Batch processing
5.4 ModelBuilder workflows
5.5 Basic spatial SQL

6. GNSS / GPS & Geomatics [Notes →]

6.1 GNSS fundamentals
6.2 Field data collection
6.3 Coordinate reference frameworks
6.4 Accuracy and error sources

7. Web GIS & Geovisualization

7.1 ArcGIS Online
7.2 Web maps and feature services
7.3 Dashboards, Experience Builder
7.4 Publishing and sharing data

8. Applied Project / Capstone

8.1 Problem definition
8.2 Data acquisition
8.3 Analysis
8.4 Visualization
8.5 Report + presentation

Based on Unified Canadian GIS Core Curriculum synthesized from 5 Programs:
BCIT — Geographic Information Systems Program
A full GIS program overview including curriculum structure, applications, and career pathways.
Source: https://www.bcit.ca/programs/geographic-information-systems/
Mount Allison University — Geographic Information Systems (GIS) Minor
Describes GIS curriculum fundamentals, program highlights, and course structure.
Source: https://mta.ca/academics/programs-and-degrees/geographic-information-systems-gis
Trent University — Geographical Information Systems (GIS)
Outlines introductory GIS coursework, lab components, and required skills.
Source: https://www.trentu.ca/geography/program/geographical-information-systems-gis
University of Calgary — MGIS (Master of Geographic Information Systems)
Graduate‑level GIS curriculum including core courses in remote sensing, spatial analysis, and GIS theory.
Source: https://grad.ucalgary.ca/future-students/explore-programs/geography-mgis-course
Fanshawe College — Geographic Information Systems (GIS) Graduate Certificate (Co‑op)
Program details, course list, and curriculum structure for a Canadian GIS graduate certificate.
Source: https://www.fanshawec.ca/programs/gis1-geographic-information-systems-gis-co-op/next
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