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Unit 1: GIS-Based Spatial Analysis and Modeling Introduction to the course concept, organizational issues, software, literature and course texts, etc. What is spatial analysis? - Definition
- Snow Map
- Some examples
Categories of Spatial Analysis (with ArcGIS hands-on Lab examples @ TC.-1.61) - Queries and reasoning
- Measurements
- Transformations
Conclusions Unit 1&2: Readings and slides Miller, H.J. and Shaw, S.-L. (2001): Geographic Information Systems for Transportation: Principles and Applications, pp. 85-129 [Chapter 7: GIS-Based Spatial Analysis]. New York: Oxford University Press More readings: Longley, P.A., Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2011): Geographic Information Systems & Science (3rd ed.), pp. 275-295 [Chapter 13: Spatial Data Analysis]. Hoboken, NJ: WileyLongley, P.A., or Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2015): Geographic Information Science and Systems (4th ed.), pp. 290-318 [Chapter 13: Spatial Data Analysis]. Hoboken, NJ: Wiley Assignment 1: Some more Network Analyst Tools. Please submit until March 11, 2019! |
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Unit 2: More GIS-Based Spatial Analysis and Modeling Unit 1 round-up Categories of Spatial Analysis ctd. (with ArcGIS hands-on Lab examples) - Queries and reasoning
- Measurements
- Transformations
Using WIGeoNetwork and the TomTom MultiNet ( WIGeoNetwork 10.x Extension and User Manuals (eng. and dt.)) - Online geocoding of address data
- Working with Geoevents
- Routing, distance matrices and supply trees
- Service areas, catchment areas and service networks
Unit 1&2: Readings and slides Miller, H.J. and Shaw, S.-L. (2001): Geographic Information Systems for Transportation: Principles and Applications, pp. 85-129 [Chapter 7: GIS-Based Spatial Analysis]. New York: Oxford University Press More readings: Longley, P.A., Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2011): Geographic Information Systems & Science (3rd ed.), pp. 275-295 [Chapter 13: Spatial Data Analysis]. Hoboken, NJ: Wiley or Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2015): Geographic Information Science and Systems (4th ed.), pp. 290-318 [Chapter 13: Spatial Data Analysis]. Hoboken, NJ: Wiley |
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Unit 3: Advanced GIS-Based Spatial Analysis and Modeling - Descriptive Summaries
- Optimization
- Hypothesis Testing
Unit 3+4: Readings and slides Miller, H.J. and Shaw, S.-L. (2001): Geographic Information Systems for Transportation: Principles and Applications, pp. 85-129 [Chapter 7: GIS-Based Spatial Analysis]. New York: Oxford University Press More readings: Longley, P.A., Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2011): Geographic Information Systems & Science (3rd ed.), pp. 381-401 [Chapter 14: Spatial Analysis and Inference]. Hoboken, NJ: Wiley or Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2015): Geographic Information Science and Systems (4th ed.), pp. 319-338 [Chapter 14: Spatial Analysis and Inference]. Hoboken, NJ: Wiley Keep in mind submission deadline for either Assignment 3 or Assignment 4 is April 1. The deadline for submitting the last assignment (either Assignment 3 or Assignment 4, depending on your submission on April 1) is April 12!!! - Assignment 3 - Sachem Cake service area and delivery cost analysis
- Assignment 4: SPEWE wholesaler delivering to supermarkets
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Unit 4: More Advanced GIS-Based Spatial Analysis and Modeling - Descriptive Summaries
- Optimization
- Hypothesis Testing
Hands-on training with ArcGIS Unit 3+4: Readings and slides Miller, H.J. and Shaw, S.-L. (2001): Geographic Information Systems for Transportation: Principles and Applications, pp. 85-129 [Chapter 7: GIS-Based Spatial Analysis]. New York: Oxford University Press More readings: Longley, P.A., Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2011): Geographic Information Systems & Science (3rd ed.), pp. 381-401 [Chapter 14: Spatial Analysis and Inference]. Hoboken, NJ: Wiley or Goodchild, M.F., Maguire, D.J. and Rhind, D.W. (2015): Geographic Information Science and Systems (4th ed.), pp. 319-338 [Chapter 14: Spatial Analysis and Inference]. Hoboken, NJ: Wiley Keep in mind submission deadline for either Assignment 3 or Assignment 4 is April 1. The deadline for submitting the last assignment (either Assignment 3 or Assignment 4, depending on your submission on April 1) is April 12!!! - Assignment 3 - Sachem Cake service area and delivery cost analysis
- Assignment 4: SPEWE wholesaler delivering to supermarkets
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Unit 5: Vehicle routing problems - the fleet version of the TSP - VRP overview
- solutions central for distribution of goods, services and people
- applies in various real-world transportation related problems
- generalizes TSP, is NP-hard
- VRP formulation and variants
- main components: networks, customers, depots, vehicles and drivers, operational constraints, objective
- capacitated VRP (CVRP)
- distance constrained VRP and CVRP
- VRP with time windows
- VRP with backhauls
- VRP with pickup and delivery
- VRP solution algorithms - 3 categories of heuristics
- construction heuristics: savings algorithm
- two-phase heuristics: cluster first - route second (Sweep), route first - cluster second
- improvement heuristics: local (eg tabu) search , population search (eg genetic algorithms), learning mechanism based search (ant colony optimization)
- VRP with pickup and delivery and time windows: formulation and solutions
Unit 5: Readings and slides Keep in mind submission deadline for either Assignment 3 or Assignment 4 is April 1. The deadline for submitting the last assignment (either Assignment 3 or Assignment 4, depending on your submission on April 1) is April 12!!! - Assignment 3 - Sachem Cake service area and delivery cost analysis
- Assignment 4: SPEWE wholesaler delivering to supermarkets
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Unit 6: Round-up: Preparing for the exam and hands-on training with the Network Analyst Round-up Advanced GIS-T - Preparing for the exam
- Q&A
- Conclusions
Hands-on training in the lab - What is special about the Network Analyst?
- The network analysis layers: route, service area, closest facility, OD cost matrix, vehicle routing problem, location-allocation
- Algorithms used by the Network Analyst
- Some analysis and conclusions
Keep in mind submission deadline for either Assignment 3 or Assignment 4 is April 1. The deadline for submitting the last assignment (either Assignment 3 or Assignment 4, depending on your submission on April 1) is April 12!!! - Assignment 3 - Sachem Cake service area and delivery cost analysis
- Assignment 4: SPEWE wholesaler delivering to supermarkets
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7
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Final exam |