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Geodesign in the era of artificial intelligence.
Xinyue Ye1, Tianchen Huang1, Yang Song1
1Department of Landscape Architecture and Urban Planning & Center for Geospatial Sciences, Applications and Technology, Texas A&M University, College Station, TX 77840 USA.
Artificial intelligence (AI) is revolutionizing Geodesign by automating analysis and optimizing planning for spatial and environmental challenges. Responsible AI integration is crucial for equitable and effective Geodesign outcomes.
Area of Science:
- Environmental Science
- Urban Planning
- Geographic Information Systems (GIS)
Background:
- Geodesign methods have evolved to address complex spatial and environmental challenges.
- The integration of artificial intelligence (AI) presents new opportunities for enhancing Geodesign.
Purpose of the Study:
- To explore the evolution of Geodesign with a focus on AI integration.
- To examine how AI enhances Geodesign processes and outcomes.
- To identify challenges and advocate for responsible AI implementation in Geodesign.
Main Methods:
- Review of Geodesign principles and historical development.
- Analysis of AI applications in spatial data analysis, land use classification, and environmental assessment.
- Case study examination of AI-driven Geodesign projects.
Main Results:
- AI significantly enhances Geodesign by automating analysis, improving classification, and optimizing planning.
- AI facilitates scenario generation and supports informed decision-making in environmental design.
- Identified challenges include data quality, model interpretability, and ethical considerations (privacy, bias).
Conclusions:
- AI offers transformative potential for Geodesign, improving efficiency and effectiveness.
- Responsible and transparent AI integration is essential for equitable Geodesign.
- Future Geodesign practices must address ethical implications and ensure robust data governance.
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