課程資訊
課程名稱
環境統計與風險評估
Environmental Statistics and Risk Assessment 
開課學期
104-1 
授課對象
生物資源暨農學院  生物環境系統工程學研究所  
授課教師
鄭克聲 
課號
BSE5108 
課程識別碼
622EU4400 
班次
 
學分
全/半年
半年 
必/選修
選修 
上課時間
星期五2,3,4(9:10~12:10) 
上課地點
生工202 
備註
本課程以英語授課。與任秀慧合開
總人數上限:30人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1041BSE5108_ 
課程簡介影片
 
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課程概述

Environmental statistics is simply the application of statistical methods to problems concerning the environment. It is a special field of statistics based on probability and statistics. It is often conceived to be a set of tools environmental scientists used to derive quantitative conclusion from their data obtained from systems in various fields including hydrology, ecology, geology, chemistry, epidemiology, oceanography, and atmospheric modelling. Though this field is relatively young, the relevant data analysis methods have been widely used for environmental research and practical activities such as:

monitoring air or water quality;
environmental monitoring near a hazardous or solid waste site;
risk assessment to determine whether a potentially contaminated/ physically degraded area needs to be cleaned up/ restored, and if so, how much;
assessing whether a previously contaminated/ physically degraded area has been cleaned up/ restored according to some specific criteria; and
risk analysis for flood mapping.

In spite of the usefulness and wide applicability of environmental statistics for data analysis in environmental management, misusing of statistical methods will always lead to misinterpretation of the situation and inappropriate decision making. To avoid such problem, it is important to understand the fundamental theories underlying the statistical methods commonly used for environmental data analysis, why and how to apply them on different types of data, and how to interpret the statistics results without bias.
 

課程目標
Learning outcomes:

-Formulate environmental questions into statistical questions
-Design sampling program/ research experiment effectively
-Make quantitative estimation of environmentally meaningful parameters
-Result interpretation
-Understand assumptions of statistical methods
 
課程要求
Continuous assessments (including Class assignments + Homework) -70%
Final project - 30%
 
預期每週課後學習時數
 
Office Hours
另約時間 
參考書目
Environmental Statistics – Methods and Applications. Wiley, 2004.
Statistical Methods for Detection and Quantification of Environmental Contamination. Wiley, 2001.
Statistics for Environmental Science and Management. Chapman and Hall/CRC, 2001.
Statistical tools for environmental quality measurement. Chapman & Hall/CRC, 2004.
Statistics for the Environment 2 – Water Related Issues. Wiley, 1994.
Environmental and Health Risk Assessment and Management. Springer, 2006.
Probability Concepts in Engineering Planning and Design. John Wiley and Sons, 1975.
Modeling Hydrologic Change – Statistical Methods. Lewis Publishers, 2003.
Applied Multivariate Techniques. Wiley, 1996.
 
指定閱讀
待補 
評量方式
(僅供參考)
   
課程進度
週次
日期
單元主題
無資料