Modeling Land Use Change With Logic Scoring Of Preference Method Gis And Cellular Automata
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Modeling Land Use Change With Logic Scoring Of Preference Method Gis And Cellular Automata
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Author : Richard Drake Minardi
language : en
Publisher:
Release Date : 2012
Modeling Land Use Change With Logic Scoring Of Preference Method Gis And Cellular Automata written by Richard Drake Minardi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Cellular automata categories.
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 modeling. MCE, however, exhibits limitations including data loss and insufficient logical requirements. The Logic Scoring of Preference (LSP) is an alternative approach that can overcome these issues. LSP is a soft computing system evaluation method efficient in nonlinear aggregation with flexible logic requirements. The main objective of this research study was to develop an integrated LSP and geographic information system (GIS) methodology for modeling land-use change. Moreover, the LSP method was further integrated into a CA to model urban growth. The LSP methodology was tested with geospatial datasets of coastal BC, Canada and several scenarios of future land-use change were generated. This research contributes to the field of spatio-temporal modeling with a novel integration of LSP, GIS, and CA for land-use suitability analysis and modeling.
Integrating Soft Computing Complex Systems Methods And Gis For Modeling Urban Land Use Change
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Author : Kristofer Hanneson Hatch
language : en
Publisher:
Release Date : 2014
Integrating Soft Computing Complex Systems Methods And Gis For Modeling Urban Land Use Change written by Kristofer Hanneson Hatch and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
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.
Modelling Land Use Change
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Author : Eric Koomen
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-08-14
Modelling Land Use Change written by Eric Koomen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-08-14 with Architecture categories.
This book provides a full overview of land-use change simulation modelling, a wide range of applications, a mix of theory and practice, a synthesis of recent research progress, and educational material for students and teachers. This volume is an indispensable guide for anyone interested in the state-of-the-art of land-use modelling, its background and its application.
Dynamic Land Use Cover Change Modelling
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Author : Jamal Jokar Arsanjani
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-10-01
Dynamic Land Use Cover Change Modelling written by Jamal Jokar Arsanjani and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-01 with Science categories.
The thesis is an original and novel contribution to land use/land cover change analysis using methods of geosimulation and agent-based modeling. The author implements several traditional methodologies of land use change by means of remote sensing and GIS techniques. An Agent-Based Model was developed in order to simulate land use change in the Tehran metropolitan area, comparing the outcomes of each particular methodology. All methods are compared, and advantages and disadvantages discussed.
Gis Modeling Of Land Use Change
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Author : Rutherford V. Platt
language : en
Publisher:
Release Date : 2001
Gis Modeling Of Land Use Change written by Rutherford V. Platt and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Cellular automata categories.
A Review And Assessment Of Land Use Change Models
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Author : Chetan Agarwal
language : en
Publisher:
Release Date : 2002
A Review And Assessment Of Land Use Change Models written by Chetan Agarwal and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Environmental sciences categories.
Geomatic Approaches For Modeling Land Change Scenarios
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Author : María Teresa Camacho Olmedo
language : en
Publisher: Springer
Release Date : 2017-10-26
Geomatic Approaches For Modeling Land Change Scenarios written by María Teresa Camacho Olmedo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-26 with Science categories.
This book provides a detailed overview of the concepts, techniques, applications, and methodological approaches involved in land use and cover change (LUCC) modeling, also known simply as land change modeling. More than 40 international experts in this field have participated in this book, which illustrates recent advances in LUCC modeling with examples from North and South America, the Middle East, and Europe. Given the broad range of geomatic approaches available, it helps readers select the approach that best meets their needs. The book is structured into five parts preceded by a foreword written by Roger White and a general introduction. Part I consists of four chapters, each of which focuses on a specific stage in the modeling process: calibration, simulation, validation, and scenarios. It presents and explains the fundamental ideas and concepts underlying LUCC modeling. This is complemented by a comparative analysis of the selected software packages, practically applied in various case studies in Part II and Part III. Part II discusses recently proposed methodological developments that have enhanced modeling procedures and results while Part III offers case studies as well as interesting, innovative methodological proposals. Part IV revises different fundamental techniques used in LUCC modeling and finally Part V describes the best-known software packages used in the applications presented in Parts II and III.
Expanding And Comparing Gis Based Multi Criteria Decision Making Methods
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Author : Bryn Ryan Montgomery
language : en
Publisher:
Release Date : 2015
Expanding And Comparing Gis Based Multi Criteria Decision Making Methods written by Bryn Ryan Montgomery and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
The Logic Scoring of Preference (LSP) method is a multi-criteria evaluation (MCE) method that expands the commonly used multi-criteria decision making approaches. The LSP method is used to determine various evaluation objectives; it is based on soft computing logic and provides enhanced human decision-making. As a result, the LSP method is flexible and has the ability to incorporate a larger amount of evaluation criteria. The main objective of this research is to integrate the LSP method with geographic information systems (GIS) for agricultural land suitability evaluation. In addition, the LSP method has been compared with commonly used MCE methods within the GIS framework. Geospatial datasets for Boulder County, Colorado, USA were utilized for this study to determine various scenarios for agricultural land suitability evaluation. The obtained results indicate that the LSP method can be used as a useful tool to assist land use planning and the decision making process.
Mapping And Forecasting Land Use
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Author : Paulo Pereira
language : en
Publisher: Elsevier
Release Date : 2022-08-18
Mapping And Forecasting Land Use written by Paulo Pereira and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-18 with Technology & Engineering categories.
Mapping and Forecasting Land Use: The Present and Future of Planning is a comprehensive reference on the use of technologies to map land use, focusing on GIS and remote sensing applications and methodologies for land use monitoring. This book addresses transversal topics such as urbanisation, biodiversity loss, climate change, ecosystem services and participatory planning, with the pros and cons of various aerial technologies in mapping and land use. It follows a multidisciplinary approach and provides opinions and evidence from leading researchers working in academic institutions across the globe. The book's second half moves from theory and research advancement into case studies, compiling global examples to provide real-world context and evidence of the techniques and applications. Mapping and Forecasting Land Use is a valuable guide for graduates, academics and researchers in the fields of geography, geographic information science and land use science who want to effectively apply GIS and remote sensing capabilities to mapping or wider land studies. Researchers in geosciences, environmental science and agriculture will also find this of value in utilising 21st-century technologies in their field. - Provides a guide to land use mapping technologies, including GIS and remote sensing - Covers a wide field of interdisciplinary subjects related to GIS applications in land use - Features global case studies alongside exploring theory and current research in the field
Advancing Land Change Modeling
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Author : National Research Council
language : en
Publisher: National Academies Press
Release Date : 2014-03-31
Advancing Land Change Modeling written by National Research Council and has been published by National Academies Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-31 with Science categories.
People are constantly changing the land surface through construction, agriculture, energy production, and other activities. Changes both in how land is used by people (land use) and in the vegetation, rock, buildings, and other physical material that cover the Earth's surface (land cover) can be described and future land change can be projected using land-change models (LCMs). LCMs are a key means for understanding how humans are reshaping the Earth's surface in the past and present, for forecasting future landscape conditions, and for developing policies to manage our use of resources and the environment at scales ranging from an individual parcel of land in a city to vast expanses of forests around the world. Advancing Land Change Modeling: Opportunities and Research Requirements describes various LCM approaches, suggests guidance for their appropriate application, and makes recommendations to improve the integration of observation strategies into the models. This report provides a summary and evaluation of several modeling approaches, and their theoretical and empirical underpinnings, relative to complex land-change dynamics and processes, and identifies several opportunities for further advancing the science, data, and cyberinfrastructure involved in the LCM enterprise. Because of the numerous models available, the report focuses on describing the categories of approaches used along with selected examples, rather than providing a review of specific models. Additionally, because all modeling approaches have relative strengths and weaknesses, the report compares these relative to different purposes. Advancing Land Change Modeling's recommendations for assessment of future data and research needs will enable model outputs to better assist the science, policy, and decisionsupport communities.