課程資訊
課程名稱
地理空間模擬
Geospatial Simulation 
開課學期
112-1 
授課對象
學程  人口學程  
授課教師
溫在弘 
課號
Geog5128 
課程識別碼
228 U3410 
班次
 
學分
3.0 
全/半年
半年 
必/選修
選修 
上課時間
星期四7,8,9(14:20~17:20) 
上課地點
地理二教室 
備註
本課程中文授課,使用英文教科書。[人口學程]選修領域(四)遷移與空間。
總人數上限:20人 
 
課程簡介影片
 
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課程概述

Geospatial simulation for human-environmental interactions is emerging as an important and widely used research approach, especially focusing on dynamic nature in time and space, for understanding the changes of social phenomena and assisting in policy-making process. The course introduces students to understand the backgrounds, principles and techniques in the three main components of geospatial simulation, including: (1) core characteristics of geospatial simulation; (2) modeling spatial mobility and adaptive behaviors, and (3) modeling with GIS and network data. The issues of model validation, calibration, and reproducibility of geospatial simulation are also discussed. The agent-based modeling (ABM) software, NetLogo, is used for implementing geospatial process simulation. Experiences in any kind of computer programming is preferred. 

課程目標
The objective of the course is to expose students to the use of computer simulation in the geospatial sciences, especially focusing on dynamics of human behaviors and human - environmental interactions. Students will also learn how to perform computer experiments through agent-based modeling with GIS data for geospatial dynamics. They will learn how to analyze and calibrate the dynamic geographical phenomena and how to criticize simulation studies from the literature. 
課程要求
Labs, weekly assignments, term project report 
預期每週課後學習時數
 
Office Hours
另約時間 
指定閱讀
1. Crooks, Malleson, Manley, Heppenstall (2018), Agent-Based Modelling and Geographical Information Systems, SAGE Publications.
2. Romanowska, Wren, Crabtree (2021), Agent-Based Modeling for Archaeology: Simulating the Complexity of Societies, Santa Fe Institute Press. https://www.sfipress.org/books/agent-based-modeling-archaeology
 
參考書目
Steven F. Railsback and Volker Grimm (2019), Agent-Based and Individual-Based Modeling, Princeton University Press.
Uri Wilensky and William Rand (2015), An Introduction to Agent-Based Modeling: Modeling Natural, Social, and Engineered Complex Systems with NetLogo, MIT Press.
David O'Sullivan, George L. W. Perry (2013), Spatial Simulation: Exploring Pattern and Process, John Wiley & Sons, Inc. 
評量方式
(僅供參考)
 
No.
項目
百分比
說明
1. 
Computer Labs 
20% 
 
2. 
Weekly Assignment 
30% 
 
3. 
Final Report  
50% 
 
 
針對學生困難提供學生調整方式
 
上課形式
作業繳交方式
延長作業繳交期限
考試形式
其他
由師生雙方議定
課程進度
週次
日期
單元主題
第1週
09/07  Course Introduction 
第2週
09/14  Introduction to ABMs 
第3週
09/21  Netlogo Programming 
第4週
09/28  * (Break) Teacher’s Day * 
第5週
10/05  Designing Spatial ABMs: Segregation Model 
第6週
10/12  Statistical Computing: Join Count Statistics 
第7週
10/19  Sensitivity Analysis: Modeling Wealth Distribution 
第8週
10/26  Midterm Report 
第9週
11/02  ODD Protocol for Designing AMBs 
第10週
11/09  Adding GIS data for Modeling Mobility Behaviors 
第11週
11/16  Modeling Pedestrian Dynamics and Crowd Control 
第12週
11/23  Using ABMs as GIS for Spatial Analysis 
第13週
11/30  Using ABMs for Simulating Social Networks 
第14週
12/07  Evolutionary Games: Modeling Behavior Changes through Learning from Others 
第15週
12/14  * Final Report Presentation *