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課程名稱 |
地理模擬
Geosimulation |
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開課學期 |
100-2 |
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授課對象 |
理學院 地理環境資源學研究所 |
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授課教師 |
李 杰 |
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課號 |
Geog5078 |
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課程識別碼 |
228 U2920 |
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班次 |
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學分 |
3 |
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全/半年 |
半年 |
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必/選修 |
選修 |
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上課時間 |
星期四6,7,8(13:20~16:20) |
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上課地點 |
地理602 |
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備註 |
總人數上限：10人 |
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Ceiba 課程網頁 |
http://ceiba.ntu.edu.tw/1002geosimulation |
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課程簡介影片 |
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核心能力關聯 |
核心能力與課程規劃關聯圖 |
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課程大綱
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課程概述 |
「地理模擬(GEOSIMULATION)」是關於空間模擬模式研究的概括性稱謂，近年來成為受矚目之研究領域，其中都市成長、蔓延、犯罪等相關都市地理學課題，是受到從事地理模擬學者所關注的領域之一。
此門課程的開授有助於深化臺大地理系之地理資訊科學領域，尤其是都市成長擴散的空間量化模式以及土地利用、空氣汙染、犯罪、公共健康等與城市生活有關面向之空間模式分析 。
This course introduces students to a wide spectrum of methods suitable for modeling and simulating geographic phenomena. Different types of models and how each can be built will be examined first to lay the foundation for discussion on simulation. Emphasis will be placed on the unique characteristics of geographic information as opposed to information that is not geo-referenced.
Geosimulation will be discussed with simulators that the instructor developed, including an Urban Growth Simulator, an Urban Crime Simulator, and an Urban Health Simulator. Additional raster-based simulators will also be discussed.
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課程目標 |
As the course uses only developed software, there is no prerequisite for any background in computer programming. However, experience in using GIS and related software tools will be helpful. |
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課程要求 |
Classroom lectures and discussions will be the primary format in class. Additionally, hands-on laboratory sessions with assignments will be used to supplement the materials discussed in class.
此外,授課教師將針對大學部、碩士班、博士班學生給予不同的考評要求與學術上的訓練。
Examinations (1st, 2nd, and Final): All students are required to take the three examinations given to measure the success of student learning. Examinations may include short answer questions and/or essay questions. Focus of the examinations will be placed on ensuring students’ understanding of the concepts, theories, and methodology discussed in class lectures and demonstrated in laboratory exercises. All examinations will cover topics discussed since the last examination.
Laboratory exercises (various): All students are required to complete the assigned laboratory exercises. In general, each exercise is due in a week of time from when it’s assigned.
Book Review: All students registered in Master degree program are required to do a book review. The selection of the book to be reviewed should be approved by the instructor by the 5th week. An acceptable outcome should be a manuscript ready for submission to academic journals in geography.
Term Project: All students registered in PhD degree program are required to carry out a term project that applies the materials discussed in class. By the 2nd week, each PhD candidate in class should submit to the instructor a one-page plan for the term project that outlines the topic, methods, data source and quality, and expected results to obtain an approval.
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預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
Beneson, Itzhak and Paul Torrens (2004) Geosimulation: Automata-based Modeling of Urban Phenomena. Hoboken, NJ: John Wiley & Sons.
Mundia, Charles and Masamu Aniya (2010) Spatial-Temporal Analysis and Modeling of Urban Growth: Spatial Analysis and Geo-simulation of Urban growth using Cellular Automata, Remote Sensing, and GIS. Lap Lambert Academic Publishing. 156p.
Murgante, Beniamino, Giuseppe Borruso, and Alessandra Lapucci (eds.) (2009) Geocomputation and Urban Planning. Berlin: Springer. 279p.
Langlois, Patrice (2011) Simulation of Compex Systems in GIS. London: John Wiley.
Makuch, Joe and Bonnie Emmert (1994) Simulation Models, GIS and Nonpoint-Source Pollution. Beltsville, MD: National Agricultural Library.
Lecture notes by the instructor. (Will be made available to students in class.)
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參考書目 |
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評量方式
(僅供參考) |
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No. |
項目 |
百分比 |
說明 |
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1. |
First Examination |
30% |
Undergraduate-30%
Graduate-25% |
2. |
Second Examination |
30% |
Undergraduate-30%
Graduate-25% |
3. |
Final Examination |
30% |
Undergraduate-30%
Graduate-25% |
4. |
Book Review |
20% |
Graduate (MA)-20% |
5. |
Term Project |
20% |
Graduate (PhD)-20% |
6. |
Laboratory Exercises |
10% |
Undergraduate-10% |
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週次 |
日期 |
單元主題 |
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第1週 |
2/23 |
Models and Modeling1 |
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第2週 |
3/01 |
Modeling and Simulation |
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第3週 |
3/08 |
Hierarchical Cluster Analysis |
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第4週 |
3/15 |
Environmental Criminology and Geography |
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第5週 |
3/22 |
Design and implementation of Analogue Simulation |
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第6週 |
3/29 |
Urban Crime Simulator and laboratory exercise |
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第7週 |
4/05 |
First Exam |
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第8週 |
4/12 |
Layered View of the World |
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第9週 |
4/19 |
Multiple Criteria Evaluation |
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第10週 |
4/26 |
Urban Growth and Urban Sprawl |
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第11週 |
5/03 |
Design and Implementation of Simulation in GIS |
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第12週 |
5/10 |
Urban Growth Simulator and laboratory exercise |
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第13週 |
5/17 |
Second Exam |
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第14週 |
5/24 |
Cellular Automata Simulation |
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第15週 |
5/31 |
Agent Based Models and Simulations |
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第16週 |
6/07 |
Neighborhood Level Public Health |
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第17週 |
6/14 |
Software Tools and Implementation and laboratory exercise |
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第18週 |
6/21 |
Final Exam |
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