課程名稱 |
空間資訊分析 Spatial Information Analysis |
開課學期 |
105-2 |
授課對象 |
學程 人口學程 |
授課教師 |
蘇明道 |
課號 |
BSE5099 |
課程識別碼 |
622 U3400 |
班次 |
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學分 |
3.0 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三6,7,8(13:20~16:20) |
上課地點 |
農工九 |
備註 |
人口學程選修領域(四)遷移與空間 總人數上限:25人 |
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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 |
課程大綱
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課程概述 |
This advanced GIS course is to provide an overview and introduction to analytical techniques used in spatial data analysis. Students will develop an understanding of spatial analysis methods and also gain practical skills for using these tools to discover spatial characteristics of geospatial data. Although ArcGIS, GeoDA and CrimeStat will be provided and used as tools in labs, this is not a GIS training course for any specific GIS software. The following topics will be covered: Mapping and visualizations, Point pattern analysis, Line and network analysis, Polygon analysis, Grid/Raster model, Spatial autocorrelation, and spatial regression. |
課程目標 |
1. Understand the characteristics of spatial data and its distribution
2. To know the advantages and limitations of available spatial analysis tech. and its application |
課程要求 |
1. Hoework will be assigned every week and will be due on next thursday
2. On-class presentations of the homework and term project are required |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
待補 |
參考書目 |
1. Andy Mitchell, The ESRI Guide to GIS Analysis: Volume I Geographic Patterns & Relationships, ESRI Press, 1999
2. A. Stewart Fotheringham, Chris Brunsdon, Martin Charlton, Quantitative Geography: Perspectives on Spatial Data Analysis, London; Thousand Oaks, Calif.: Sage Publications, 2000
3. Jay Lee, David W.S. Wong, Statistical Analysis with ArcView GIS, New York: John Wiley, 2001
4. Kang-tsung Chang, Introduction to Geographic Information System, McGraw-Hill, 2002
5. Mark Monmonier, How to Lie with Maps, University of Chicago Press, 1996
6. Michael N. DeMers, GIS Modeling in Raster, New York: J. Wiley, 2002
7. Paul Longley and Michael Batty, Spatial Analysis: Modeling in a GIS Environment, New York: Distributed in the Americas by J. Wiley, 1996 |
評量方式 (僅供參考) |
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週次 |
日期 |
單元主題 |
第1週 |
2/22 |
Modeling our world -- GIS Reviews |
第2週 |
3/01 |
Spatial Data Analysis -- Introduction |
第3週 |
3/08 |
Mapping and Visualizations1 -- Descriptive |
第4週 |
3/15 |
Mapping and Visualizations2 -- Exploratory |
第5週 |
3/22 |
Mapping and Visualizations3 -- Exploratory |
第6週 |
3/29 |
Point Patterns Analysis1 |
第7週 |
4/05 |
Holiday No-Class |
第8週 |
4/12 |
Point Patterns Analysis2 |
第9週 |
4/19 |
Mid Term Exam |
第10週 |
4/26 |
Point Patterns Analysis3 |
第11週 |
5/03 |
Line Pattern Analysis |
第12週 |
5/10 |
Polygon Pattern Analysis |
第13週 |
5/17 |
Network/Accessibility Analysis |
第14週 |
5/24 |
Spatial Relationship |
第15週 |
5/31 |
Autocorrelation |
第16週 |
6/07 |
Spatial Regression |
第17週 |
6/14 |
Simulation and ABM / Geo-Demographics |
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