Ecological Forecasting & Dynamics Course
Ecological Forecasting & Dynamics Course
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Intro to GAMS
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Lessons
Course Introduction
Discussion Questions
Instructor Notes
Paleoecological Dynamics
Reading
Discussion Questions
Instructor Notes
R: Time and date data
Data & Software
R Tutorial
Phenology
Reading
Discussion Questions
Instructor Notes
R: Time series decomposition
Data & Software
R Tutorial
Community Dynamics
Reading
Discussion Questions
Instructor Notes
R: Time series autocorrelation
Data & Software
R Tutorial
Intro to Time Series Data
Discussion Questions
Instructor Notes
R: Time series modeling 1
Data & Software
R Tutorial
R: Time series modeling 2
Data & Software
R Tutorial
R: Time series modeling 3
Data & Software
R Tutorial
Range shifts
Reading
Discussion Questions
Instructor Notes
Intro to Ecological Forecasting
Reading & Video
Discussion Questions
Instructor Notes
R: Forecasting
Data & Software
R Tutorial
Uncertainty
Reading
Discussion Questions
Instructor Notes
No Class
Discussion Questions
Instructor Notes
R: Forecast evaluation
Data & Software
R Tutorial
R: Forecast evaluation 2
Data & Software
R Tutorial
Intro to GAMS
Material
Discussion Questions
R Tutorial
Instructor Notes
Fitting time-series GAMS in R
Material
Discussion Questions
R Tutorial
Instructor Notes
Forecasting with GAMs in R
Material
Discussion Questions
R Tutorial
Instructor Notes
Ask us anything 2
Discussion Questions
Instructor Notes
Species Distribution Models
Reading
Discussion Questions
Instructor Notes
R: Species Distribution Models
Data & Software
R Tutorial
Supplemental Code
Hurricane Forecasts
Reading
Discussion Questions
Instructor Notes
Election forecasts
Reading
Discussion Questions
Instructor Notes
State Space Models in Ecology
Reading & Video
Discussion Questions
Instructor Notes
R: Complex Time-Series Models 1
Data & Software
R Tutorial
R: Complex Time-Series Models 2
Data & Software
R Tutorial
R Tutorial
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R: State Space Models 1
Data & Software
R Tutorial
R Tutorial Part 1
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Data-driven models
Reading & Video
Discussion Questions
Instructor Notes
R: Empirical Dynamic Modeling
Data & Software
R Tutorial
R: State Space Models 2
Data & Software
R Tutorial Part 2
Forecasting scenarios
Reading
Discussion Questions
Instructor Notes
Forecasting Ethics
Reading
Discussion Questions
Instructor Notes
Course wrap up
Reading
Discussion Questions
Instructor Notes
Iterative Forecasting
Reading
Discussion Questions
Instructor Notes
Lesson Template
Material
Discussion Questions
R Tutorial
Instructor Notes
Contents
Instructor Notes
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R Tutorial