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Chapter 4: Discussion "My Contributions" - Coggle Diagram
Chapter 4: Discussion
"My Contributions"
Limitations
Limitations of Methods
Base INLA's Limitation to adequately account for
Spatial Autocorrelation - Link to INLA-SPDE
Limitations of Project
Grasslands data only
Other agricultural species
Didn't extrapolate well under extreme climatic conditions
Additional covariates may be needed (See extra plots, refer clay content)
Significance of Project
Statistical Significance
Successful implementation of
INLA for an agricultural dataset
Agricultural Significance
Introduction of an effective method
for modelling agricultural data
Further Work
INLA-SPDE Approach
Inclusion of Additional Covariates
(Clay content in soil profile)
Research Questions
Resolved
INLA Model Effectiveness
Briefly summarise the major findings that come from the research and relate them to what you originally proposed to find out.
Move the results description stuff here (any reference to the literature):
astrebla: aligns with historical observations
rainfall
clay content (discussion only)
INLA Model Flexibility
SETUP LIMITATIONS THEN RESOLVE WITH A FURTHER WORK