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Spatio-temporal analysis and optimization of land use/cover change : Shenzhen as a case study / Biao Liu, Bo Huang, Wenting Zhang

Von:

Liu, Biao [VerfasserIn]

Mitwirkende(r):

Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Verlag: Boca Raton, FL : CRC Press, 2017Auflage: First editionBeschreibung: 1 Online-RessourceSchlagwörter:

Geographic information systems

Andere physische Formen: 9781351966740 | 9781351966733 | 9781351966726 | 131526529X. | 9781315265292. | Erscheint auch als: 9781315265292 Druck-AusgabeDDC-Klassifikation:

910.285

LOC-Klassifikation:

G70.212

Online-Ressourcen:

Zugang im Netz des KIT

Zusammenfassung: 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 SettingZusammenfassung: 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 ImplementationZusammenfassung: "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 model (GTWLM), spatio-temporal panel logit model (ST-PLM) and generalized spatio-temporal logit model (GSTLM), are proposed. GTWLM, which considers spatio-temporal non-stationarity, includes temporal data in a spatio-temporal framework by proposing a spatio-temporal distance. ST-PLM incorporates the spatio-temporal correlation and individual effect in one model. By integrating GTWLM and ST-PLM, the GSTLM explores spatio-temporal non-stationarity and correlations simultaneously, whilst considering their individual effects to construct an integrated model.Secondly, a MOO-based two-level spatial planning of land use is proposed. The spatial planning aims at managing and coordinating the land use at different geographic extents and involves spatial layouts and structures of land use at different levels. In spatial planning, GIS and Remote Sensing are used to evaluate, analyze, and measure environmental, economic and social issues. The quantitative relationships between these objectives and spatial land use allocation are then used as rules in the MOO process to simulate environmental conditions under different spatial land use allocation scenarios. The book features a case study of Shenzhen city, the most important Special Economic Zone in China.This book will be of interest to academics and professionals in the fields of urban planning, land resource management, remote sensing and geographic information systems."--Provided by publisherPPN: PPN: 1003039081Package identifier: Produktsigel: ZDB-4-NLEBK

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