Spatio-temporal analysis and optimization of land use/cover change : Shenzhen as a case study /
"This book proposes a method to solve land use problems, and aims to make a number of significant contributions to the land use analysis and optimization study fields. Firstly, three spatio-temporal logit models for land use change analysis, namely, geographically and temporally weighted logit...
| Main Authors: | , , |
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| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL :
CRC Press,
2017.
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| Edition: | First edition. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Cover; Half Title; Title Page; Copyright Page; Table of Contents; Preface; PART I: Introduction; 1. Introduction; 1.1 Background; 1.2 Problem Statement; 1.3 Research Objectives; 2. Study Area; 2.1 Basic Situation; 2.2 Land Use Change Information; 2.3 Causal Factors for Land Use Change Analysis; 3. LUCC Analysis and Optimization Model Review; 3.1 Land Use Change Analysis Models; 3.2 LUCC Optimization; PART II: Spatio-temporal Analysis Model; 4. Classic MNLM Model; 4.1 Multinomial Logit Model (MNLM); 4.2 Evaluation of the Model's Classification Accuracy; 4.3 Results and Discussion.
- 5. Geographically and Temporally Weighted Logit Model5.1 Introduction; 5.2 Local Models; 5.3 Methodology; 5.4 Results and Discussion; 5.5 Conclusion; 6. Spatio-temporal Panel Logit Model; 6.1 Introduction; 6.2 Panel Data Model; 6.3 Methodology; 6.4 Results and Discussions; 6.5 Conclusion; 7. Generalized Spatio-temporal Logit Model; 7.1 Introduction; 7.2 Generalized Spatio-temporal Logit Model (GSTLM); 7.3 Results and Discussion; 7.4 Analysis of Spatio-temporal Land Use Distribution Pattern in SEZ, Shenzhen; PART III: Land Use Multi-objective Optimization; 8. Optimization Objectives Setting.
- 8.1 Environmental Problems8.2 Basic Principles; 8.3 Objectives at the Municipal Overall Land Use Plan Level; 8.4 Objectives at the Urban Master Plan Level; 9. Optimization at the Overall Land Use Plan Level; 9.1 Objectives at the Overall Land Use Plan Level; 9.2 Constraints at the Overall Land Use Plan Level; 10. Optimization at the Urban Master Plan Level; 10.1 Objectives at the Urban Master Plan Level; 10.2 Constraints at the Urban Master Plan Level; 11. Model Implementation and Evaluation; 11.1 Multi-objective Optimization by Genetic Algorithm; 11.2 Optimization Implementation.
- 11.3 Results11.4 Conclusion; PART IV: Summary and Contributions; 12. Summary and Contributions; 12.1 Spatio-temporal Analysis Method; 12.2 Land Use Multi-objective Optimization; References.