課程名稱 |
地理統計 Geostatistics |
開課學期 |
112-2 |
授課對象 |
共同教育中心 統計碩士學位學程 |
授課教師 |
林裕彬 |
課號 |
BSE5060 |
課程識別碼 |
622 U2580 |
班次 |
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學分 |
3.0 |
全/半年 |
半年 |
必/選修 |
選修 |
上課時間 |
星期三7,8,9(14:20~17:20) |
上課地點 |
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備註 |
工程與環境統計領域選修課程之一。 總人數上限:20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 |
Geostatistics provides quantitative descriptions of variables in space and time. It deals with spatiotemporal data based on regionalization variable theory, and contributes to the linear estimation of spatial random variables. Spatial structure of the spatial variables can be done by using semi-variogram (variogram). The best linear unbiased estimation (BLUE) and geostatistical simulations can be utilized to deal with spatial estimations and simulations of the random variables. This course will introduce the basic geostatistics and the above approaches. The relevant software of geostatistics will be introduced in this course. |
課程目標 |
The aims of the course are to introduce the theories of the random processes, spatial covariances and the semi-variogram. Students will learn how to do linear spatial estimations using kriging and co-kriging as well as non-linear estimation such as indicator kriging. Students will learn how to utilize geostatistical simulation approaches in dealing the random variable. Finally, the students will learn how to use software in geostatistical analysis. |
課程要求 |
Students should have basic statistical background |
預期每週課後學習時數 |
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Office Hours |
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指定閱讀 |
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參考書目 |
Introduction to Geostatistics |
評量方式 (僅供參考) |
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