Abstract

Changes in climate mean state profoundly impact climate variability. Here, we quantify slow changes in the mean climate induced by the variations in the Earth’s orbit from mid- to late Holocene, and their feedback on the main modes of climate variability. We focus on the Indo-Pacific system and show that mid-Holocene conditions favored the dominance of an equatorial dipole mode in the Indian Ocean (IO), independent of the El Niño Southern Oscillation (ENSO) and different from the IO Dipole (IOD) observed today. Mean state changes induced a gradual shift to an IO basin mode that along with the IOD modulates most of the IO variance at present. The climate modes evolution and their connectivity changes are investigated over 6000 years using a complex network methodology and principal component analysis. To uncover the causal link between a constantly evolving mean state and such changes in variability we consider two independent analyses. First, we explore changes in the mean state by quantifying the departure of 500-year annual mean snapshots from the annual mean conditions averaged over the mid-Holocene. Second, we leverage ideas from dynamical system theory and characterize the nature of the Indo-Pacifc transition, in a state space representation, by accounting for its spatiotemporal and multivariable dependency. The analysis reveals that a strengthening of the Walker circulation, driven by enhanced convection over the central Pacific and by the weakening of the Asian monsoon, set the stage for a shift in modes in both basins.

Highlights

  • Tropical climate variability comprises local physical processes responsible for nonlocal, large-scale responses in climate fields, from rainfall to surface temperatures, with ample social and economic repercussions

  • We investigated the transient evolution of the Indo-Pacific climate system and its modes of variability over the last 6000 years

  • Through complex network analysis we showed that the mean state slow changes set the stage for profound shifts in variability by strengthening El Niño Southern Oscillation (ENSO) and the Indian Ocean (IO) basin mode

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Summary

Introduction

Tropical climate variability comprises local physical processes responsible for nonlocal, large-scale responses in climate fields, from rainfall to surface temperatures, with ample social and economic repercussions. Principal component analysis, and tools borrowed from dynamical system theory, we characterize the evolution of the Indo-Pacific climate, and uncover the causal link between these changes and slow variations in the Earth’s orbit. This investigation uncovers a slow, non-abrupt shift from an Indo-Pacific system modulated primarily and independently by the EDM in the IO and a weaker-than-today ENSO in the Pacific, to the current one in which the variability is dominated by the strongly connected IOB - ENSO modes.

Model Simulation
External forcing
Methodology
Complex network framework
Dynamical system analysis
Principal Component Analysis
Complex Network Analysis
Main modes of interannual-to-decadal variability
The Indo-Pacific as a high-dimensional dynamical system
Mid- to late Holocene changes in the Indo-Pacific mean state
Conclusions
A.1: Model evaluation
A.2: SST modes seasonality in the IO
5-4.9 Kyr EOF 1 EOF 2
Findings
B.2: Zoom on 500 years-long windows
Full Text
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