Climate Variability Diagnostics Package

User's Guide

Metrics: Graphics | Ensemble Tables |
Namelists: Input | Derived
Created: 2026-10-06 23:00:13.866102+00:00
CVDP-Python Version 0.0.1
Ensemble Summary | Individual Members

Python Images - Individual Members

Climatological Averages

SST	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
TAS	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PSL	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PRECT	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
NPI	NDJFM Indiv Bias	Indiv Bias	Indiv Bias	Indiv Bias	Indiv Bias	Indiv Bias	Indiv Bias
SIC NH	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
SIC SH	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias

Standard Deviations

SST	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
TAS	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PSL	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PRECT	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
SIC NH	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
SIC SH	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias

Global Trend Maps

SST	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
TAS	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PSL	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PRECT	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
SIC NH	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
SIC SH	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias

Coupled Modes of Variability

ENSO	Spatial Composites	El Niño - La Niña SST/TAS/PSL JJA⁰ Indiv Bias SON⁰ Indiv Bias DJF¹ Indiv Bias MAM¹ Indiv Bias	El Niño - La Niña PRECT JJA⁰ Indiv Bias SON⁰ Indiv Bias DJF¹ Indiv Bias MAM¹ Indiv Bias
		El Niño SST/TAS/PSL JJA⁰ Indiv Bias SON⁰ Indiv Bias DJF¹ Indiv Bias MAM¹ Indiv Bias	El Niño PRECT JJA⁰ Indiv Bias SON⁰ Indiv Bias DJF¹ Indiv Bias MAM¹ Indiv Bias
		La Niña SST/TAS/PSL JJA⁰ Indiv Bias SON⁰ Indiv Bias DJF¹ Indiv Bias MAM¹ Indiv Bias	La Niña PRECT JJA⁰ Indiv Bias SON⁰ Indiv Bias DJF¹ Indiv Bias MAM¹ Indiv Bias
		El Niño Hovmöller Indiv Bias	La Niña Hovmöller Indiv Bias
	Niño3.4	Timeseries	Monthly Std. Dev.
		Power Spectra	Wavelet Indiv Bias
		Autocorrelation	Running Standard Deviation
AMV	Regr: SST Indiv Bias TAS Indiv Bias PRECT Indiv Bias	Timeseries	Power Spectra
AMV	Regr LP: SST Indiv Bias TAS Indiv Bias PRECT Indiv Bias	Timeseries	Power Spectra
AMV'	Regr: SST Indiv Bias TAS Indiv Bias PRECT Indiv Bias	Timeseries	Power Spectra
AMV'	Regr LP: SST Indiv Bias TAS Indiv Bias PRECT Indiv Bias	Timeseries	Power Spectra
PDV	Regr: SST Indiv Bias TAS Indiv Bias PRECT Indiv Bias	Timeseries	Power Spectra
PDV'	Regr: SST Indiv Bias TAS Indiv Bias PRECT Indiv Bias	Timeseries	Power Spectra
AMOC	Means	Standard Deviations	Patterns
	Timeseries	SST/TAS Regressions
	Spectra	AMV/AMOC Lag Correlations

Atmospheric Modes of Variability

SO	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
SO	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN
NAM	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
NAM	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN
NAO	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
NAO	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN
SAM	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
SAM	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN
PNA	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PNA	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN
NPO	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
NPO	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN
PSA1	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PSA1	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN
PSA2	Patterns	DJF Indiv Bias	JFM Indiv Bias	MAM Indiv Bias	JJA Indiv Bias	JAS Indiv Bias	SON Indiv Bias	ANN Indiv Bias
PSA2	Timeseries	DJF	JFM	MAM	JJA	JAS	SON	ANN

Global Timeseries

SST	DJF	JFM	MAM	JJA	JAS	SON	ANN
TAS	DJF	JFM	MAM	JJA	JAS	SON	ANN
PRECT	DJF	JFM	MAM	JJA	JAS	SON	ANN
PRECT (land-only)	DJF	JFM	MAM	JJA	JAS	SON	ANN

Regional Timeseries

Atlantic SST Meridional Mode	Atlantic Niño SST	North Atlantic SST	Tropical North Atlantic SST	Tropical South Atlantic SST
niño1+2 SST	niño3 SST	niño3.4 SST	niño4 SST
North Pacific PSL Index (NPI)	North Pacific SST Meridional Mode	South Pacific SST Meridional Mode
Indian Ocean SST Dipole	Tropical Indian Ocean SST	Southern Ocean SST

Sea Ice Extent Timeseries

NH	DJF	JFM	MAM	JJA	JAS	SON	ANN
NH	Feb	Mar	Sep	Oct	Monthly	Monthly Anomalies	Climatology
SH	DJF	JFM	MAM	JJA	JAS	SON	ANN
SH	Feb	Mar	Sep	Oct	Monthly	Monthly Anomalies	Climatology