Surveying and Geomatics

  1. Geographic Information Systems (GIS)
    1. GIS Fundamentals
      1. Definition and Concepts
        1. GIS Components
          1. Hardware
            1. Software
              1. Data
                1. People
                  1. Methods
                  2. GIS Functions
                    1. Data Input
                      1. Data Management
                        1. Analysis
                          1. Output
                          2. Applications Overview
                          3. Spatial Data Models
                            1. Vector Data Model
                              1. Points
                                1. Lines
                                  1. Polygons
                                    1. Topology
                                    2. Raster Data Model
                                      1. Grid Cells
                                        1. Pixel Values
                                          1. Resolution
                                          2. Data Model Comparison
                                            1. Hybrid Models
                                            2. Coordinate Systems in GIS
                                              1. Geographic Coordinate Systems
                                                1. Projected Coordinate Systems
                                                  1. Coordinate System Definition
                                                    1. Transformation Methods
                                                    2. Data Input and Capture
                                                      1. Primary Data Sources
                                                        1. Field Surveys
                                                          1. Remote Sensing
                                                            1. GPS Data
                                                            2. Secondary Data Sources
                                                              1. Existing Maps
                                                                1. Digital Data
                                                                  1. Tabular Data
                                                                  2. Digitizing Methods
                                                                    1. Manual Digitizing
                                                                      1. Scanning and Vectorization
                                                                        1. Heads-Up Digitizing
                                                                        2. Data Quality Issues
                                                                          1. Accuracy Assessment
                                                                            1. Error Detection
                                                                              1. Quality Control
                                                                            2. Spatial Database Management
                                                                              1. Database Concepts
                                                                                1. Relational Databases
                                                                                  1. Spatial Databases
                                                                                  2. Data Storage
                                                                                    1. File-Based Systems
                                                                                      1. Database Management Systems
                                                                                      2. Data Retrieval
                                                                                        1. Query Languages
                                                                                          1. Spatial Queries
                                                                                          2. Metadata Management
                                                                                            1. Metadata Standards
                                                                                              1. Documentation Requirements
                                                                                            2. Spatial Analysis
                                                                                              1. Proximity Analysis
                                                                                                1. Buffer Operations
                                                                                                  1. Nearest Neighbor
                                                                                                    1. Thiessen Polygons
                                                                                                    2. Overlay Analysis
                                                                                                      1. Point-in-Polygon
                                                                                                        1. Line-on-Polygon
                                                                                                          1. Polygon Overlay
                                                                                                          2. Network Analysis
                                                                                                            1. Shortest Path
                                                                                                              1. Service Areas
                                                                                                                1. Location-Allocation
                                                                                                                2. Surface Analysis
                                                                                                                  1. Slope and Aspect
                                                                                                                    1. Watershed Delineation
                                                                                                                      1. Viewshed Analysis
                                                                                                                      2. Statistical Analysis
                                                                                                                        1. Descriptive Statistics
                                                                                                                          1. Spatial Statistics
                                                                                                                            1. Regression Analysis
                                                                                                                          2. Cartographic Design and Visualization
                                                                                                                            1. Map Design Principles
                                                                                                                              1. Visual Hierarchy
                                                                                                                                1. Balance and Composition
                                                                                                                                  1. Color Theory
                                                                                                                                  2. Symbology
                                                                                                                                    1. Point Symbols
                                                                                                                                      1. Line Symbols
                                                                                                                                        1. Area Symbols
                                                                                                                                        2. Classification Methods
                                                                                                                                          1. Natural Breaks
                                                                                                                                            1. Equal Intervals
                                                                                                                                              1. Quantiles
                                                                                                                                              2. Map Layout
                                                                                                                                                1. Title and Legend
                                                                                                                                                  1. Scale and North Arrow
                                                                                                                                                    1. Coordinate Grids
                                                                                                                                                    2. Interactive Mapping
                                                                                                                                                      1. Web-Based Maps
                                                                                                                                                        1. Dynamic Visualization
                                                                                                                                                      2. GIS Software and Tools
                                                                                                                                                        1. Desktop GIS Software
                                                                                                                                                          1. Web GIS Platforms
                                                                                                                                                            1. Mobile GIS Applications
                                                                                                                                                              1. Programming and Scripting
                                                                                                                                                                1. Open Source Solutions

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                                                                                                                                                              12. Specialized Surveying Applications