Applied Urban Modeling

Theory and Application of Urban Modeling: A Textbook

《城市模型原理与应用》教材

近六年来大数据(特别是城市空间大数据)的迅猛发展,带动了数据驱动的城市研究和规划设计支持工作的繁荣。而城市模型作为具有几十年历史的经典领域,在大数据出现之前,模型支持就是城市科学推进和城市规划设计实践支持的中坚力量。为此,数据驱动与模型支持耦合将是重要的研究和实践应用方向,城市模型也已经并将继续焕发新的生机。为此,笔者2018年在清华大学较早地开设了“城市模型概论”课程,通过理论结合实践应用的方法进行授课,后将授课内容结合近年来城市模型方面的新数据、新方法和新应用案例,编撰集结成这一城市模型原理与应用领域的入门级教材,以期对城市模型发展产生持续的促进作用。本书可作为高等学校城乡规划及相关专业教材,也可为相关领域的研究及技术人员提供参考。

 

京东链接(to own):https://item.jd.com/10041099508340.html

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龙瀛 2021 教材_城市模型原理与应用.pdf
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城市模型及其规划设计响应

这套课件为龙瀛及其合作者近年来在城市模型领域研究的部分合集,包括传统的城市模型、基于大数据的城市模型、大模型这一城市与区域研究新范式,以及最近的面向规划设计应用的初步探索。


这些PPT在不同的学术会议和论坛上做过发表,时间和精力有限,并没有专门针对此课件进行调整。课件内容难免有不完善之处,欢迎将意见和建议致信到longying1980@gmail.com


1 城市模型与规划支持系统


1.1 规划支持系统在城市规划中的应用探索

1.2 多尺度的北京城市空间发展模型

1.3 规划师主体模型:一项低碳城市形态规划支持的工具

1.4 囊括方法、软件和模型的规划支持系统框架体系

1.5 面向空间规划的微观模拟



2 大模型与定量城市研究

2.1 大模型及中国应用案例

2.2 基于OpenStreetMap和兴趣点数据的地块特征自动识别

2.3 地块尺度中国所有城市的空间扩张模拟

2.4 中国PM2.5的人口暴露评估

2.5 利用北京公共交通刷卡数据的若干定量城市研究

2.6 当前定量城市研究的四项变革


3 规划设计响应


3.1 数据增强设计:新数据环境下的规划设计回应与改变

3.2 街道城市主义

3.3 城市规划实施评价:针对中国城市的分析框架

3.4 基于人类活动和移动数据的城市增长边界实施评价

3.5 中国收缩城市及其研究框架

3.6 历史上的北京规划


Applied Urban Models and Their Applications in Urban Planning & Design

1 Urban Models and Planning Support Systems


1.1 Planning support systems in urban planning

1.2 Beijing urban spatial development model families

1.3 Planner Agents: A toolkit for support planning a low carbon urban form

1.4 An applied planning support toolkit including quantitative methods, software and models in China

1.5 Urban micro-simulation for spatial planning


2 Big Models and Quantitative Urban Studies


2.1 Big models: Several fine-scale urban studies for the whole China

2.2 Automated identification and characterization of parcels (AICP) with OpenStreetMap and points of interest

2.3 Simulating urban expansion at the parcel level for all Chinese cities

2.4 Estimating population exposure to PM2.5 in China

2.5 Bus landscapes: Analyzing commuting pattern using bus/metro smartcard data in Beijing

2.6 Four changes on quantitative urban studies in the big data era


3 Applications in Urban Planning & Design


3.1 Data augmented design (DAD): Planning & design in new data environment

3.2 Street urbanism

3.3 Evaluation of urban planning implementation: An analytical framework for Chinese cities and case study of Beijing

3.4 Evaluating the effectiveness of urban growth boundaries with human mobility data

3.5 Shrinking cities in China and the research agenda

3.6 Historical city plans in Beijing


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1.1 Planning support systems in urban pl
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1.2 Beijing Urban Spatial Development Mo
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1.3 Planner Agents A toolkit for support
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1.4 An applied planning support toolkit
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1.5 Urban micro-simulation for spatial p
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2.1 Big models Several fine-scale urban
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2.2 Automated identification and charact
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2.3 Simulating urban expansion at the pa
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2.4 Estimating population exposure to PM
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2.5 Bus landscapes Analyzing commuting p
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2.6 Four changes on quantitative urban s
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3.1 Data Augmented Design (DAD) Planning
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3.2 Street urbanism.pdf
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3.3 Evaluation of urban planning impleme
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3.4 Evaluating the effectiveness of urba
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3.5 Shrinking cities in China and the re
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3.6 Historical city plans in Beijing.pdf
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