Integrating Soft Computing, Complex Systems Methods, and GIS for Modeling Urban Land-use Change

Integrating Soft Computing, Complex Systems Methods, and GIS for Modeling Urban Land-use Change
Author: Kristofer Hanneson Hatch
Publisher:
Total Pages: 130
Release: 2014
Genre:
ISBN:


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The Logic Scoring of Preference (LSP) method is a part of general multicriteria decision making approach that has origins in the soft computing. The method can model simultaneity, replaceability, and a wide range of other aggregators to suit various evaluation objectives. As soft computing method, LSP is based on fuzzy reasoning and can aggregate an unlimited amount of inputs without loss of significance. The main objective of this research is to develop and test integrated methods that use LSP, complex systems theory and geographic information systems (GIS) to model urban land-use change. In this research study LSP is integrated into a GIS to determine land-use suitability and is integrated into both cellular automata (CA) and agent-based models (ABMs) to simulate urban growth at both regional and local spatial scales. LSP approaches were implemented with geospatial datasets for Metro Vancouver, Canada and several scenarios of land-use change have been created.


Integrating Soft Computing, Complex Systems Methods, and GIS for Modeling Urban Land-use Change
Language: en
Pages: 130
Authors: Kristofer Hanneson Hatch
Categories:
Type: BOOK - Published: 2014 - Publisher:

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The Logic Scoring of Preference (LSP) method is a part of general multicriteria decision making approach that has origins in the soft computing. The method can
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This book contains the contributions presented at the international workshop "The Dynamics of Complex Urban Systems: an interdisciplinary approach" held in Asco
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This book discusses the application of Geospatial data, Geographic Information System (GIS) and Remote Sensing (RS) technologies in analysis and modeling of urb
Toward Integration of Bayesian Networks with Geographic Information Systems and Complex Systems Theory for Urban Land Use Change Modelling
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Human-initiated land use change is the most significant factor behind the loss of agricultural and forested areas, thus global climate change. It is important t
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Language: en
Pages: 0
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Multicriteria Evaluation (MCE) has been used as a land suitability method and is often coupled with Cellular Automata (CA) for land-use and urban growth modelin