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Geography
Geographic Techniques and Methods
Spatial Analysis
1. Introduction to Spatial Analysis
2. Foundations of Geographic Data
3. Fundamental Spatial Concepts and Measurements
4. Basic Analytical Operations
5. Core Vector-Based Analysis Techniques
6. Core Raster-Based Analysis Techniques
7. Distance and Cost Analysis
8. Pattern Analysis and Spatial Distribution
9. Surface and Terrain Analysis
10. Network Analysis
11. Spatial Statistics and Geostatistics
12. Spatio-Temporal Analysis
13. Spatial Modeling and Simulation
14. Applications of Spatial Analysis
10.
Network Analysis
10.1.
Network Data Models
10.1.1.
Network Elements
10.1.1.1.
Edges and Links
10.1.1.2.
Junctions and Nodes
10.1.1.3.
Turns and Restrictions
10.1.2.
Network Attributes
10.1.2.1.
Cost Attributes
10.1.2.2.
Speed Attributes
10.1.2.3.
Capacity Attributes
10.1.2.4.
Directional Attributes
10.1.3.
Network Topology
10.1.3.1.
Connectivity Rules
10.1.3.2.
Network Validation
10.1.3.3.
Topological Relationships
10.2.
Network Analysis Problems
10.2.1.
Shortest Path Analysis
10.2.1.1.
Single Source Shortest Path
10.2.1.2.
All Pairs Shortest Path
10.2.1.3.
Algorithms and Implementation
10.2.2.
Route Optimization
10.2.2.1.
Traveling Salesperson Problem
10.2.2.2.
Vehicle Routing Problem
10.2.2.3.
Multiple Depot Problems
10.2.3.
Service Area Analysis
10.2.3.1.
Isochrone Generation
10.2.3.2.
Service Coverage
10.2.3.3.
Accessibility Measures
10.2.4.
Facility Location
10.2.4.1.
Closest Facility Analysis
10.2.4.2.
Location-Allocation Problems
10.2.4.3.
P-Median Problems
10.2.5.
Origin-Destination Analysis
10.2.5.1.
OD Cost Matrix
10.2.5.2.
Travel Time Analysis
10.2.5.3.
Accessibility Indices
10.3.
Network Impedance and Barriers
10.3.1.
Impedance Functions
10.3.2.
Time-Based Impedance
10.3.3.
Distance-Based Impedance
10.3.4.
Barriers and Restrictions
10.3.5.
Dynamic Impedance
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9. Surface and Terrain Analysis
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11. Spatial Statistics and Geostatistics