Table of Contents
Welcome
Table of Comtets
Title
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FOREWORD
PREFACE
Predicting Land Use and Land Cover Changes for Landscape Planning: An Integration of Markov Chains and Cellular Automata Using GIS
Abstract
DATA AND METHODOLOGY
Data Sets
Classification Scheme
Stochastic Modeling Technique in GIS (MC Analysis and CA)
RESULTS
Change Analysis and Markov Chain Analysis - Hypothesis Testing
Cellular Automata LULC Estimates for Years 2024, 2041 and 2058
Landscape Dynamics of Sector 1
LULC Transition Analysis of Sector 1
Landscape Dynamics of Sector 2
LULC Transition Analysis of Sector 2
Landscape Dynamics of Sector 3
LULC Transition Analysis of Sector 3
DISCUSSION
CONCLUSION
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
Agent-based Modelling of Tourists’ Destination Decision-making Process
Abstract
INTRODUCTION
ABM AND COMPLEX SYSTEMS
Agents, Attributes and Behaviours
Relationships and Interactions: How and With Whom?
Simulation Environment
ABM APPLICATION PURPOSE TYPOLOGY
ABM AND TOURISM RESEARCH
POTENTIAL OF COUPLING ABM AND GIS IN TOURISM RESEARCH
TOURIST DECISION-MAKING ABM FRAMEWORK
CASE STUDY: TOURIST DESTINATION DECISION-MAKING IN PORTUGAL
Setting the Agents: Tourists and Destinations
ABM Parameterization
ABM Calibration and Validation
RESULTS AND DISCUSSION
Future Work
CONCLUDING REMARKS
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
Spatial Geostatistical Analysis Applied To The Barroso-Alvão Rare-Elements Pegmatite Field (Northern Portugal)
Abstract
INTRODUCTION
GEOLOGICAL SETTINGS
The Barroso-Alvão Rare Element Pegmatite Field
METHODOLOGY
Spatial Analysis of Pegmatite Bodies
Spatial Analysis of Pegmatite Bodies in Relation to Surrounding Granitic Rocks
Spatial Analysis Relationship of Pegmatite Bodies and Interpolated Metasedimentary Cleavage Trajectories
Dataset
Geological Layer
Pegmatite Layer
Metasediment Foliation Layer
DATA PREPARATION
Barroso-Alvão Region and Pegmatite Analysis
Schistosity Cleavage Interpolation Analysis
RESULTS
Spatial Distribution Analysis of Pegmatites
Distance to Nearest Neighbor (DNN)
Ripley’s K-function
Euclidean Distribution Density of Pegmatites
Spatial Emplacement of Pegmatites by Striking Families
Spatial Analysis of Pegmatite Bodies in Relation to Surrounding Granitic Rocks
Distance Analysis Between Pegmatites and Barroso Granitic Pluton
Distance Analysis Between Pegmatites and Cabeceiras De Basto Granitic Pluton
Obliquity of Pegmatite Bodies and Interpolated Metasedimentary Cleavage Schistosity
SYNTHESIS AND INTERPRETATION
DISCUSSION
CONCLUDING REMARKS
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
The Role of GIS and LIDAR as Tools for Sustainable Forest Management
Abstract
INTRODUCTION
Management Plans
General Information Regarding the Managed Area
Forestry Resources Information
Action Plans for SFM
TOOLS FOR INVENTORY AND MANAGEMENT PLANS
THE LIDAR TECHNOLOGY
INFORMATION PROVIDED BY LIDAR
THE FORESTRY INVENTORY WITH LIDAR
THE LIDAR DATA SOURCES
THE SOFTWARE FOR LIDAR DATA TREATMENT AND INTEGRATION
CONCLUSIONS
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
Open Source GIS Tools: Two Environmental Applications
Abstract
INTRODUCTION
Open Source Software
GIS and Environmental Issues
METHODOLOGY
DRASTIC Index
DRASTIC Desktop Application
DRASTIC Factors
RUSLE Model
RUSLE Web Application
RUSLE Factors
RESULTS
DRASTIC Study Case
RUSLE Study Case
DISCUSSION
CONCLUSIONS
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
GIS for Spatial Biology: The Geographical Component of Life
Abstract
WHAT IS SPATIAL BIOLOGY
MAIN TOOLS: GIS, REMOTE SENSING, GNSS, SPATIAL STATISTICS, ECOLOGICAL NICHE MODELS
THE GIS REVOLUTION BY FREE DATA SOURCES AND APPLICATIONS
CASE STUDIES
Species Level
Distribution Atlases (Offline and Online)
Determination of Chorotypes
Establishing Biogeographical Regions
Determination of Protected Areas
Population Level
Ecological Niche Models
Modelling Species' Range Shifts
Dispersion Models
Modelling Species Invasions
Modelling Species Hybrid Zones
Linking Phylogeography with Ecological Niche Models
Ecological Niche Models as a Tool for Systematics
Landscape Connectivity
Individual Level
Home Ranges
Distribution Patterns of Species Communities
Modelling Road-kills
CONCLUSIONS
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
GPS Data Mining for Monitoring Community Mobility of Individuals
Abstract
INTRODUCTION
USE OF GPS AND GIS IN HEALTH STUDIES
Assessing Location of Physical Activity
Monitoring Community Mobility
Understanding Environmental Contexts of Health Behavior
GPS-based Measures of Community Mobility
Activity Space
Movement and Activity in Physical Space Score (MAPS)
Out-of-home Mobility
Daily Mobility
GPS Trajectory Data mINING
Overview of Trajectory Data Analysis
Rule-based Approach to Trip Detection
Clustering-based Approach to Stop Detection
THE PROPOSED METHOD
Data Cleaning
Gap Treatment
Staypoint Detection
Mobility Measures Extraction
RESULTS
CONCLUDING REMARKS
CONSENT FOR PUBLICATION
CONFLICT OF INTEREST
ACKNOWLEDGEMENTS
REFERENCES
Frontiers in Information Systems
(Volume 1)
GIS: An Overview of Applications
Edited by
Ana Clàudia Teodoro
Department of Geosciences, Environment and Land Planning,
Faculty of Science, University of Porto,
Rua Campo Alegre 4169-007 Porto,
Portugal
BENTHAM SCIENCE PUBLISHERS LTD.
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FOREWORD
Geographic Information Systems (GIS) environment permits the collection, analysis and integration of spatial data coming from different surveys. It is our pleasure to present this volume, where we can find several chapters about the applications of GIS to different Sciences.
Chapters in this ebook are related to specific topics, including:
Landscape planningTourismGeological resources explorationEnvironmentSustainable planningBiologyHuman geography
This ebook aims at constituting a milestone and a bridge for the development and challenges for a better future.
This volume testifies the evolution of GIS applications during the last years, and summarizes the recent results of application to different domains which are very useful to the Society. The contributions of authors have explored several questions ranging from scientific to economic aspects, from professional applications to ethical issues, which all have a possible impact on society and territory.
We hope that you will be able to find stimulating contributions, which will support your research or professional activities.
The successful completion of this ebook was only possible because of the dedication and hard work of Ana Claudia.
Fernando Noronha
Department of Geosciences
Environment and Land Planning
University of Porto
Portugal
PREFACE
This ebook is the result of a compilation of several advances in the different applications of Geographic Information Systems (GIS) technology to distinct areas. GIS is, in its essence, an applied science. The applications presented in this ebook were selected in an attempt to cover some of the most representative areas of action. Of course, from the reader’s perspective, some of them may be missed, but on the other hand, the reader may also be surprised by some of the applications covered by this ebook. From the start, the intention was to produce a compilation of GIS applications as heterogeneous as possible to show the universality of GIS. In this ebook, areas as different as land use and land cover changes, tourists’ destinations, pegmatite mapping, forest management, spatial biology, environmental applications, health monitoring and also open source GIS tools are covered.
This ebook also intends to be an updated tool over the state-of-the-art of the different GIS intervention areas. In other words, readers will have access to the latest advances of GIS technology in different areas.
In my opinion, one of the major gaps in the present bibliography about GIS is the lack of a compilation of this type, i.e. bringing together several and distinct application areas rather than focusing only on one area.
I think that the target audience of this ebook could be very broad. First of all, the scientific community will find a compilation of the most recent advances in GIS science; also students who could use this ebook as an auxiliary textbook for their classes, and finally companies that develop GIS solutions.
This ebook also means to outline the new trends of GIS. Some of the applications described are quite well-known, but others are very different and very original. In these cases, the reader will gain a new perspective of GIS.
I hope that this ebook will inspire others to compile original GIS applications.
Many thanks to all my colleagues.
Ana Cláudia Teodoro
Department of Geosciences, Environment and Land Planning,
Faculty of Science, University of Porto,
Rua Campo Alegre 4169-007 Porto,
Portugal
Predicting Land Use and Land Cover Changes for Landscape Planning: An Integration of Markov Chains and Cellular Automata Using GIS
Francisco Reis Sacramento Gutierres1,*,Paulo Jorge Zuzarte de Mendonça Godinho-Ferreira2,Eusébio Joaquim Marques dos Reis1,Carlos Silva Neto1
1 Eurecat – Technology Centre of Catalonia, Big Data Analytics Unit, Barcelona, Spain
2 Strategic Unit for Research and Services of Agrarian and Forest Systems & Plant Health / National Institute for Agrarian and Veterinarian Research, Oeiras, Portugal
Abstract
The spatial dynamics of landscapes are the consequence of a multiplicity of relations among physical, biological and social forces. So, it is essential the assessment of the driving forces related to Land Use and Land Cover changes (LULC) to understand the change process. The stochastic modeling technique in Geographical Information System (GIS) - Markov Chain (MC) analysis and Cellular Automata (CA) allows the predictions of future changes based on changes that have occurred in the past. This chapter aims to present a dynamic simulation model for LULC changes in ‘Sado Estuary’ and ‘Comporta-Galé’ Natura 2000 Sites (Portugal) for the beginning of the second half of the XXI century by using MC and CA. Regarding the quantification of the fragmentation processes and LULC changes in ‘Sado Estuary’ and ‘Comporta-Galé’ Natura 2000 Sites, these models are able to reveal non-obvious trends in the data and to describe ecological patterns. From an applied research point of view, this approach is useful to identifying adequate planning and management strategies for coastal ecosystems, for monitoring and planning natural and protected environments.
Keywords: Cellular Automata, GIS, Land Change Modeler, Land use and Land Cover, Markov Chains, Sado Estuary and Comporta Galé Natura 2000 Sites.
*Corresponding author Francisco Reis Sacramento Gutierres: Eurecat – Technology Centre of Catalonia, Big Data Analytics Unit, Barcelona, Spain; Tel/Fax: 964411675; E-mail:
[email protected]