Function reference
Early warning signal assessment
Functions for calculating univariate and multivariate early warning signals.
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uniEWS()
- Univariate Early Warning Signal Assessment
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multiEWS()
- Multivariate Early Warning Signal Assessment
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perm_rollEWS()
- Significance Testing of Rolling Window Early Warning Signals
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plot(<EWSmethods>)
- Plot an EWSmethods object
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ewsnet_init()
- EWSNet Initialisation
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ewsnet_finetune()
- EWSNet Finetune
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ewsnet_predict()
- EWSNet Predict
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ewsnet_reset()
- Reset EWSNet Model Weights
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conda_clean()
- Python Removal
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default_weights_path()
- Path to Model Weights
Other stability metrics
Additional functions estimating alternative measures of system stability/resilience.
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FI()
- Calculate Fisher Information
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uniJI()
- Univariate S-map Jacobian index function
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uni_smap_jacobian()
- Univariate S-map Inferred Jacobian
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multiJI()
- Multivariate S-map Jacobian index function
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multi_smap_jacobian()
- Multivariate S-map Inferred Jacobian
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mvi()
- Multivariate Variance Index function
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uniAR()
- Univariate Jacobian Index Estimated From Univariate Autocorrelation Matrix
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multiAR()
- Multivariate Jacobian Index Estimated From Multivariate Autocorrelation Matrix
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detrend_ts()
- Detrend Time Series
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deseason_ts()
- Deseason Seasonal Time Series
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simTransComms
- Three Simulated Transitioning Communities.
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CODrecovery
- Three Recovering Cod Populations