Geodesign in the era of artificial intelligence
Геодизайн в эпоху искусственного интеллекта
2025-03-07
SCID: 54.1/vrk5nq9q
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Geodesignartificial intelligencegreen infrastructure planningland use classificationspatial data analysis
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Abstract (AI)
This paper explores the evolution of Geodesign in addressing spatial and environmental challenges from its early foundations to the recent integration of artificial intelligence (AI). AI enhances existing Geodesign methods by automating spatial data analysis, improving land use classification, refining heat island effect assessment, optimizing energy use, facilitating green infrastructure planning, and generating design scenarios. Despite the transformative potential of AI in Geodesign, challenges related to data quality, model interpretability, and ethical concerns such as privacy and bias persist. This paper highlights case studies that demonstrate the application of AI in Geodesign, offering insights into its role in understanding existing systems and designing future changes. The paper concludes by advocating for the responsible and transparent integration of AI to ensure equitable and effective Geodesign outcomes.
Key Findings
1
AI extends Geodesign by automating spatial data analysis and improving land-use classification.
2
AI supports heat-island assessment, energy-use optimization, green-infrastructure planning, and generation of alternative design scenarios.
3
Case studies demonstrate AI’s usefulness for analyzing existing spatial systems and planning future changes through Geodesign.
4
Effective AI integration in Geodesign remains constrained by data-quality problems, limited model interpretability, privacy risks, and algorithmic bias.
5
The paper advocates responsible and transparent AI adoption to achieve equitable and effective Geodesign outcomes.
Research Object
Geodesign integrating artificial intelligence for spatial and environmental planning
Research Subject
The evolution, applications, benefits, and challenges of AI integration in Geodesign, including spatial analysis, land-use classification, heat-island assessment, energy optimization, green-infrastructure planning, and scenario generation
Publication Details
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2025-03-07
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