生態(tài)統(tǒng)計(jì)與建模

1、水土保持學(xué)院全英文研究生公選課授課安排生態(tài)統(tǒng)計(jì)與建模Ecological Statistics and Modeling授課地點(diǎn)：主樓715教室日期&時(shí)間Date & Time內(nèi)容Content講授課時(shí)Hours of lectures練習(xí)課時(shí)Hours of exercise主講人Lecturer第一部分: 生態(tài)統(tǒng)計(jì)Part 1: Ecological Statistics2015-12-128:00-11:00生態(tài)統(tǒng)計(jì)與建模簡介An Introduction to Ecological Statistics and Modeling30Charles Bourque2015

2、-12-1213:30-15:30隨機(jī)變量、概率分布、集中和離散趨勢(shì)Random Variables, Probability Distributions, Measures of Central Tendency and Spread20Charles Bourque2015-12-138:00-11:00構(gòu)建和檢驗(yàn)假設(shè)Framing and Testing Hypotheses30Charles Bourque2015-12-1313:30-15:30統(tǒng)計(jì)分析的三大框架Three Frameworks for Statistical Analysis20Charles Bourque201

3、5-12-148:00-12:00野外研究設(shè)計(jì)Designing Successful Field Studies試驗(yàn)與抽樣設(shè)計(jì)Experimental and Sampling designing40查天山Tianshan Zha2015-12-1413:30-17:30試驗(yàn)與抽樣設(shè)計(jì)Experimental and Sampling designing數(shù)據(jù)管理Managing and Curating Data40查天山Tianshan Zha2015-12-158:00-11:00回歸分析Regression vs. Heuristics3Charles Bourque2015-12-1

4、513:30-16:30方差分析Analysis of Variance3賈昕Xin Jia2015-12-168:00-11:00多元數(shù)據(jù)分析Analysis of Multivariate Data32 h (Data analysis)2015-12-1615:30-17:30賈昕Xin Jia2015-12-1613:30-15:30統(tǒng)計(jì)可視化Statistical Visualization2賈昕Xin Jia2015-12-178:00-11:00收斂交叉映射法(08:00-09:30)Convergent cross mapping (08:00-09:30)數(shù)據(jù)分析練習(xí)(09:

5、30-11:00)Practices on Data Analysis (09:30-11:00)3 h (Data analysis)Charles Bourque賈昕課時(shí)數(shù)小計(jì)No. of HoursSub-total295第二部分: 生態(tài)建模Part 2: Ecological Modeling2015-12-1713:30-16:30生態(tài)模型概述、建模步驟和元素、建模工具Why Do We Need Models?Modeling Steps and Ingredients; Modelers Toolkit模型構(gòu)建、概念模型、生態(tài)相互作用的基本構(gòu)建Model Formulation;

6、 Conceptual Model; Basic Formulation of Ecological Interactions3Charles Bourque2015-12-188:00-11:00解析模型vs.數(shù)值模型; 模型參數(shù)化; 模型評(píng)價(jià); 模型統(tǒng)計(jì)量Analytical vs. Numerical Solutions; Model Parameterization; Model Evaluation; Modeling Statistics30Charles Bourque2015-12-1813:30-15:30模型數(shù)值解; 時(shí)間尺度; STELLA建模軟件簡介Numerical

7、Solutions; Temporal Scale; Introduction to STELLA as one of many programming software222015-12-1913:30-15:30Charles Bourque2015-12-198:00-10:00STELLA建模軟件簡介(續(xù))Introduction to STELLA as one of many programming software (CONTD)2Charles Bourque2015-12-218:00-10:00生態(tài)系統(tǒng)凈生產(chǎn)力(NEP)模型簡介An Introduction to a NE

8、P-process Model樹種分布模型簡介An Introduction to a Tree Species Distribution Model2Charles Bourque課時(shí)數(shù)小計(jì)No. of HoursSub-total122課時(shí)數(shù)合計(jì)Total No. of Hours417課程參考書(Course Textbooks):1. Gotelli NJ and Ellison AM (2012) A primer of Ecological Statistics, 2nd edition. Sinauer Associates, Sunderland, MA, 614 pp.2. Soetaert K and H