The Impact of Technological Innovation: Big Data and AI
Technological advancements like Big Data and AI are transforming urban morphology, offering real-time insights into infrastructure, environment, and human behavior, thus improving urban systems and quality of life (Moudon, 1997).
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AI in Urban Morphology: AI and machine learning analyze urban morphology indicators to predict energy consumption and solar potential (Moudon, 1997).
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Heritage Preservation: AI enhances the accuracy of historical urban models and conservation strategies (Moudon, 1997).
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Computer Vision: Machine learning algorithms process large image datasets, supporting urban planning (Moudon, 1997).
However, challenges like data privacy, algorithmic bias, and high costs remain (Hillier, 1996).
Urban Morphology’s Role in Climate Change Adaptation and Resilience
Urban morphology is crucial in making cities resilient to climate challenges such as flooding and heatwaves (Hillier & Hanson, 1984).
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Flood Reduction in Ho Chi Minh City: Proposals for permeable green spaces mitigate flooding (Hillier, 1996).
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Green Infrastructure: Methods for integrating green infrastructure help reduce heat island effects (Hillier, 1996).
The Continuing Importance of Interdisciplinary Collaboration
Integrating historical analysis with AI and Big Data is essential for tackling urban challenges (Moudon, 1997).