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都市空間分析與模擬
Urban Spatial Analysis & Simulation
Project 1.
都市土地利用代理人基模型
Urban Land-Use Agent-based Model
此研究建置一整合性的都會區土地利用模擬模型，以大組數模擬等方式，透過agent-based modelling 技術重建都會區發展變遷的重要機制，做為瞭解過去變化及推估未來發展情境之重要科學依據。
This study develops an integrated metropolitan land-use simulation model. Through large-scale simulation experiments and agent-based modelling techniques, it reconstructs the key mechanisms driving metropolitan development and change, providing a scientific basis for understanding past transformations and projecting future development scenarios.
模擬程序與主要模組 Simulation Process and Key Modules
敏感性分析 Sensitivity Analysis
模型參數設定 Parameter Setting
2033年模擬土地利用情境
Simulated land use scenarios I to V in 2033.
Project 2.
基於神經網路的土地利用模型
Neural network-based land-use model
透過人工智慧與土地利用變遷模型，模擬住宅、商業及工業用地的發展潛勢與未來空間配置，並結合馬可夫鏈預測土地需求與變化趨勢，作為都市規劃與發展情境評估的依據。
This study integrates artificial intelligence with land-use change modeling to simulate the development potential and future spatial allocation of residential, commercial, and industrial areas. A Markov chain is further applied to project land-use demand and change trends, supporting urban planning and future development scenario assessment.
MLP 土地轉換潛勢建模架構
MLP-Based Land Transition Potential Modeling Framework
土地利用轉換潛勢空間分布
Spatial Distribution of Land-Use Transition Potential
Project 3.
電動車與都市型態之減排效益
EVs, Urban Form & Emissions
本研究以電動車轉型與都市型態變化作為模擬對象，調整研究區域內建築容積率改變居住人口數與小汽車持有數，並配合高盛集團公司推估未來電動車市場滲透率，作為研究參數輸入ENVI-met數值模型模擬小檜溪重劃區2040年都市型態與電動車市場滲透率參數變化間的交互作用，探討電動車轉型與都市型態變化對於減緩溫室氣體排放的成效。
This study investigates the effects of electric vehicle (EV) transition and changes in urban form. Building floor area ratios are adjusted to represent changes in residential population and private car ownership, while projected EV market penetration rates are incorporated as model parameters. These inputs are applied in ENVI-met to simulate the interactions between urban form and EV adoption in the Xiaohuixi redevelopment area in 2040, with the aim of evaluating their effectiveness in reducing greenhouse gas emissions..
上午6時溫度模擬圖
Simulated Temperature Distribution at 6:00 AM
上午8時二氧化碳模擬圖
Simulated CO₂ Distribution at 8:00 AM
下午2時溫度模擬圖
Simulated Temperature Distribution at 2:00 PM
下午6時二氧化碳模擬圖
Simulated CO₂ Distribution at 8:00 AM
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