Janet Franklin - "Mapping Species Distributions: Spatial Inference & Prediction" (SA)

Mapping Species Distributions
All About Me
Acknowledegment
Species Matter
"Species, Distribution, Spatial, Prediction"
Mapping Species Distributions
Outline
Spatial predictions
Species Distribution Modeling
Species Distribution
Spatial Predictions
Example:Climate Change
Example: Reserve Design
What do we really want?
What do we really want?
Assumptions
Good Species Data are Sparse
Environmental maps are plentiful
Modeling Species Distributions
Ecological Framework
Species Response Functions
Data Model
Species Data
Biogeographical Scale
Ecological Scale
Empirical Model
Empirical Model
Ecological Theory
Example: Spatial Prediction
Example: Spatial Prediction
Species Biology
Species Traits and SDM Performance
Southern CA Shrublands
Disturbance Functional Types
Species Data
Environmental Data
Modeling Methods
Performance Evaluation
Model Type
Variance Explained
Results - Functional Type
Results - Other Traits
Results - Other Traits
Summary of Case Study
What do we really want?
What do we really want?
End