Advanced Spatial Analysis
Instance: 2013/2014 - 2S
Cycles of Study/Courses
| Acronym |
No. of Students |
Study Plan |
Curricular Years |
Credits UCN |
Credits ECTS |
Contact hours |
Total Time |
| MSIGOT |
20 |
MSIGOT - Study Plan |
1 |
- |
6 |
- |
|
Teaching language
Portuguese
Objectives
To be familiar with network analysis methods.
To develop network processing and analysis methods.
Modelling networks.
Assessing network performance.
Learning outcomes and competences
- At the end of the module students should be able to perform calculations that help decision making models using network analysis, geostatistics and spatial-temporal models.
Working method
Presencial
Program
Block 1. Network Analyst
Introduction to network analysis
Calculating shortest paths
Calculating areas of influence
Implementing accessibility indicators
Displaying results of network analysis projects
Block 2. Geo-statistical analysis
Spatial interpolation methods (introduction);
Deterministic interpolation methods;
Interpolation methods "kriging";
Maps estimation and validation of estimates.
Block 3. Application of modeling techniques and spatiotemporal simulation
Cellular automata;
Neural networks;
Markov chains.
Block 4. Advanced techniques for classification of satellite images
digital Filters
Classification of satellite images
Mandatory literature
Andrés MONZÓN DE CÁCERES, Javier GUTIÉRREZ PUEBLA, Elena LÓPEZ SUÁREZ, Esther MADRIGAL DÍEZ ; Infraestruturas de transporte terrestre y su influencia en los niveles de accessibilidad de la Espanã peninsular, Estudios de construcción y transportes, 2005. ISBN: 1576-7108
Ester Cerin , Eva Leslie, Neville Owen and Adrian Bauman; Applying GIS in Physical Activity Research: Community ‘Walkability’ and Walking Behaviors, Applying GIS in Physical Activity Research, 2007. ISBN: 978-3-540-71318-0
Jovičić, Neboj¨a M.; Bo¨ković, Goran B.; Vujić, Goran V.; Jovičić, Gordana R.; Despotović, Milan Z.; Milovanović, Dobrica M.; Gordić, Dučan R.; ROUTE OPTIMIZATION TO INCREASE ENERGY EFFICIENCY AND REDUCE FUEL CONSUMPTION OF COMMUNAL VEHICLES., THERMAL SCIENCE, 2011
Javier Gutiérrez, Ana Condeço-Melhorado, Juan Carlos Martín; Using accessibility indicators and GIS to assess spatial spillovers of transport infrastructure investmen, Journal of Transport Geography 18 , 2010
Chris Upchurch, Michael Kuby, Michael Zoldak, Anthony Barranda; Using GIS to generate mutually exclusive service areas linking travel on and off a network, Journal of Transport Geography 12 , 2004
Teaching methods and learning activities
Expository classes on theory content and applying knowledge acquired, with individual and group practical work.
Software
Microsoft Excel
ArcGis
SPSS
keywords
Physical sciences > Computer science > Informatics > Applied informatics
Evaluation Type
Evaluation with final exam
Assessment Components
| Designation |
Weight (%) |
| Exame |
100,00 |
| Total: |
100,00 |
Amount of time allocated to each course unit
| Designation |
Time (hours) |
| Estudo autónomo |
130,00 |
| Total: |
130,00 |
Eligibility for exams
Attending at least 75% of teaching sessions and passing set tasks/activities
Calculation formula of final grade
100% Final Exam
Observations
Software: ArcGIS
Teaching languages: Portuguese and Spanish