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Using R for ecological modeling in USACE
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Table of contents
Using R for ecological modeling in USACE restoration planning
Required set-up for the course
Basic Training on R and RStudio
1
Introduction to R and RStudio
2
Data Visualization with ggplot2
3
Exploring and understanding data
4
Manipulating Tabular Data
Ecological Modeling
5
Conceptual Ecological Models
Habitat Models
6
Background on habitat models in USACE
7
Habitat Suitability Index models with ecorest
8
Ecorest Web App
9
Sensitivity and uncertainty analysis for habitat suitability index (HSI) models
10
Spatial Habitat Models
Linear Models for informing planning HSIs
11
Linear Models
12
Generalized Linear Models
Machine Learning
13
Random Forest
Other Modeling Approaches
14
Population Modeling
15
Network Models and Connectivity
16
Agent-based Models
Models and decision-making
17
Decision Support
18
Annualizing benefits and costs with ecorest and EngrEcon
19
Cost-Effectiveness and Incremental Cost Analysis (CEICA) with ecorest
Other R applications
20
R for GIS
Environmental data sources
21
Using R for data access
22
USGS gage data using the dataRetrieval package
23
National Hydrography Dataset
Workshop Preparation
24
HSI Workshop
17
Decision Support
Using ecological model output in restoration decisions.
16
Agent-based Models
18
Annualizing benefits and costs with ecorest and EngrEcon
On this page
17
Decision Support