Spatiotemporal Data Analytics and Modeling of Land Systems: Shaping Sustainable Landscape - Hardcover

Hardcover

ISBN 10: 3725848297 ISBN 13: 9783725848294

Verlag: MDPI AG, 2025

Inhaltsangabe

This reprint highlights how advanced analytical techniques and modeling frameworks contribute to understanding, managing, and optimizing land-use systems under complex socio-environmental dynamics. The key themes include the analysis of urban growth boundaries, ecological quality assessment, transportation land demand forecasting, and urban suitability evaluation. Case studies from diverse contexts showcase the application of cutting-edge tools like GIS-based multi-criteria evaluation, remote sensing indices, and machine learning models. The articles provide insights into methodologies such as the Total Operating Characteristic for assessing land-use change; remote-sensing-driven ecological indices for monitoring environmental quality; and urban suitability analysis using Random Forest, Extreme Gradient Boosting, and Support Vector Machines. This reprint also features research on the spatial and temporal dynamics of ecological and urban systems. Its contributions examine the driving forces behind changes in land-use patterns, offering evidence-based recommendations for sustainable land planning and policy formation. Topics include the impact of urbanization on ecological quality, methods for optimizing land allocation in transportation systems, and strategies for enhancing resilience in environmentally sensitive areas.

Details zur Ausgabe

• Verlag: MDPI AG
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 3725848297
• ISBN 13: 9783725848294
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 276
• Herausgeber: Tang Wenwu, Yang Jianxin, Zheng Minrui
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland