A geospatial modelling approach to assess flooding risk under future scenarios of urban form

我的博士项目旨在模拟未来的道路网络布局，土地使用，密度和建筑类型，以更准确地表示未来的空间结构和城市地区的特征。模拟的城市形态输出将应用于洪水风险模拟，以了解未来城市发展方案将如何影响城市地区的洪水。该方法将涉及先进的地理模拟，人工智能算法和流体动力学建模，以评估洪水风险如何在不同的城市形态情景下加剧。该项目将提高社区一级对洪水风险背景下城市增长的认识和复原力。

My PhD project aims to simulate future road network layouts, land-use, density and building types to develop a more accurate representation of future spatial structure and character of urban areas. The simulated urban form output will then be applied to a flood risk simulation to understand how future urban development scenarios will impact on flooding in urban areas. The approach will involve advanced geosimulations, artificial intelligence algorithms and hydrodynamic modelling to assess how flood risk is exacerbated under different urban form scenarios. This project will enhance more community-level knowledge and resilience to urban growth in the context of flood risk.