The temporal variations of the -AAO and Niño3.4 indices in austral spring are presented in Fig. 1a. A strong co-variability of -AAO and ENSO can be identified after the mid-1990s (R=0.62; above the 99% confidence interval); whereas, before that, the connection between -AAO and ENSO is weak, with a correlation coefficient of 0.09. We also calculate the 13-year sliding correlation coefficients between the two indices. It is obvious that the -AAO-ENSO relationship varies with time and that significant correlations exist only after the mid-1990s. The 15- and 17-year running correlations show a consistent result (figures not shown). The results confirm that the strengthened -AAO-ENSO relationship since the mid-1990s is robust. Furthermore, (Clem and Fogt, 2013) proposed that the 1988 La Niña/-AAO event induced a decadal change in the ENSO-AAO relationship. Therefore, we further calculate the running correlations between the two indices with 1988 excluded (figure not shown), and the result suggests that the change in the relationship is less marked without 1988, but a strengthening of the relationship still exists after the mid-1990s.
Based on the identified change in the -AAO-ENSO relationship after the mid-1990s, we select two periods [1979-93 (P1) and 1994-2014 (P2)] to investigate the associated atmospheric and oceanic climate variabilities. Figures 2a-d depict the linear regressions of SLP and SST/850-hPa horizontal wind (UV850) upon the -AAO index for the two periods. During P1, the -AAO corresponds to positive SLP anomalies in the Antarctic and negative SLP anomalies over the southern oceans, including the Southwest Indian Ocean, Southwest Pacific and Southwest Atlantic, accompanied by weakened circumpolar westerlies and strengthened westerlies in the midlatitudes. During P2, the -AAO signal is amplified and significant in the tropics. The negative SLP anomalies in the Southwest Pacific expand equatorward and cover most of the tropics-midlatitudes in the eastern-central Pacific, with positive SLP anomalies over the tropical eastern Indian Ocean. The negative SLP anomalies in the South Indian Ocean shift eastward and the anomalous magnitudes weaken. Compared with P1, SLP anomalies associated with -AAO are weaker in the Indian Ocean sector but stronger in the Pacific sector during P2, which implies a stronger projection of external forcing onto AAO during P2 given that the Indian Ocean sector is dominated by internal atmospheric dynamics while the Pacific sector is dominated by tropical SST anomalies (Ding et al., 2012). Consistently, anomalous westerlies prevail over the equatorial Pacific, with easterlies over the equatorial Indian Ocean. That is, the AAO is concurrent with the Southern Oscillation (SO) pattern (Walker and Bliss, 1930), which is not present during P1. The -AAO features a roughly zonal symmetry during both periods and displays the largest variance over the Amundsen Sea (the maximum local explained variance by the AAO is above 0.80 for both periods). From the oceanic perspective, during P1, the performance of -AAO is rather weak and confined to a tiny part of the southern Pacific and Atlantic. During P2, the SST anomalies in the southern oceans become spatially broader. Moreover, significant positive SST anomalies appear in the equatorial eastern-central Pacific, with negative values in the western Pacific, a pattern resembling El Niño, which is consistent with the weakened trade winds (Fig. 2d).
Figures 2e-h illustrate the patterns of linear regressions of SLP and SST/UV850 with the Niño3.4 index for the two periods. During P1, a positive phase of ENSO (i.e., El Niño) corresponds to a negative SO pattern in the tropics, positive SLP anomalies over a small portion of the Southeast Pacific, and negative values over the Weddell Sea, exhibiting a wave-train pattern from the eastern equatorial Pacific to the South Atlantic. However, this wave pattern is very weak poleward of 70°S, and has no projection on the AAO. Anomalous westerlies occur over the equatorial Pacific and easterlies over the equatorial Indian Ocean. During P2, the southward shift of positive SLP anomalies over the Southeast Pacific moves down over the Antarctic, along with negative SLP anomalies over the midlatitude southern oceans, accompanied by a weakening of circumpolar westerlies, especially over the South Pacific. The El Niño-related circulation regimes agree well with those associated with the -AAO pattern during P2 (Figs. 2b and d). Moreover, the responses of the synchronous SST to ENSO events also show some differences between the two periods. During P1, the El Niño mode features positive SST anomalies in the equatorial eastern-central Pacific and the tropical Indian Ocean, and negative SST anomalies in the tropical western Pacific. During P2, the SST anomalies in the tropical oceans enlarge longitudinally, co-occurring with positive SST anomalies in the South Pacific.
Apart from the regression results, composite analyses are performed to verify the decadal change in the co-variability of -AAO and ENSO since the mid-1990s. The warm (cold) events are tagged based on the criterion that the austral spring Niño3.4 index exceeds 1.0 standard deviation (is less than -1.0 standard deviation), as shown in Table 1. The two-tailed Student’s t-test is used for the significance for the warm-minus-cold ENSO composites.
Figure 3 illustrates the warm-minus-cold ENSO composites of austral spring SLP and 300-hPa geopotential height (Z300) for the two periods. During P1, an El Niño event is characterized by scattered atmospheric anomalies restricted within the tropics-midlatitudes, with no significant area over the southern high-latitudes. This is expected, and verifies the fact that no significant AAO pattern co-occurs with ENSO events. During P2, a -AAO pattern projects very well onto the El Niño spatial signature, with apparent positive SLP anomalies in the Antarctic and negative anomalies over the midlatitude southern oceans (Fig. 3c), which largely mirrors the regression map of SLP onto the Niño3.4 index (Fig. 2f). Furthermore, the -AAO is characterized by an equivalent barotropic component (Fig. 3d).
The features of the thermal structure associated with ENSO are presented in Fig. 4. During P1, El Niño features near-surface warming anomalies over the equatorial eastern Pacific. In the high troposphere, two warming centers occupy each side of the equatorial Pacific, with cooling anomalies over the Southwest Pacific, which enhances the thermal gradient between the tropics and midlatitudes (Figs. 4a and c). Thus, a strengthened subtropical westerly jet appears, with anomalous easterlies over the equatorial Pacific in the upper troposphere (Fig. 4e). During P2, the near-surface warming anomalies over the equatorial eastern Pacific enlarge longitudinally (the significant area is larger). Meanwhile, ENSO has an enhanced influence on air temperature in the southern high-latitudes, with a near-surface warming center over the Ross Sea. In the upper troposphere, two warming centers over the tropics are strongly prominent. The cooling anomalies over the Southwest Pacific are elongated over the midlatitudes and warming anomalies occur over the Antarctic. The thermal rearrangement increases the tropics-midlatitudes thermal gradient but decreases the Antarctic-midlatitudes thermal gradient, thus leading to the enhanced (weakened) subtropical (polar) jet (Fig. 4f). Actually, the configuration of 200-hPa zonal wind (U200) related to El Niño for P2 exhibits a meridional wave-train pattern across the southern Pacific basin, which transports ENSO-related signs southward and then impacts southern high-latitude circulations. Early studies suggested that ENSO may modulate the zonal wind anomalies over the southern extratropical regions via the eddy momentum flux (Chen et al., 1996; L'Heureux and Thompson, 2006).
To highlight the atmospheric circulation responses, we also examine the warm-minus-cold ENSO composites of vertical motion and zonal-mean mass stream-function in austral spring for the two periods (Fig. 5). During P1, in El Niño cases, an anomalous sinking movement dominates 5°-20°S and a tiny portion of the southern high-latitudes, with ascending motion over the equator. The existence of southern Hadley circulation is consistently detected. During P2, significant upward motion co-occurs over the equator and midlatitudes with downward movement over the low latitudes and subpolar regions in SH. Additionally, the deep southern Hadley circulation expands poleward. Notably, both the southern Ferrel and polar cells are also prominent and broaden poleward (the area surrounded by the zero line is larger). This suggests a strong coupling between the polar and tropical latitudes of the SH. ENSO may have an enhanced association with the atmospheric anomalies over the high- and midlatitudes in the SH via the poleward extent of the southern meridional circulation (Figs. 2-4).
The composite results are highly consistent with the regression analyses. The above results certify the strengthening of the linkage between -AAO and ENSO after the mid-1990s. However, a relevant question is: what accounts for the decadal change of the -AAO-ENSO relationship? To answer this, we perform EOF analysis on the regional SST (70°S-30°N, 120°E-60°W) in austral spring during the two periods. The SST EOF1 features a dominant El Niño mode in the tropical Pacific for both periods (Figs. 6a and b). Next, we examine the ENSO-related SST anomalies by regressing SST onto the normalized time series corresponding to the EOF1 mode (SST_PC1) for the two periods, respectively (Figs. 6c and d). During P1, the SST_PC1 mode is characterized by a positive SST anomaly in the equatorial central-eastern Pacific and a negative anomaly in the western Pacific (i.e., El Niño). During P2, the ENSO-related SST anomalies (at 30°-40°S) become broader, more poleward and eastward (farther east of 120°W during P2 compared with P1). This may produce a more zonally symmetric meridional thermal gradient between the mid and high latitudes during P2, and then force zonal wind anomalies in the subtropical and polar regions (as shown in Fig. 4), which would affect the response in the overall AAO. Moreover, significant positive SST anomalies occupy the South Pacific, which implies that ENSO has an intensified linkage with SST anomalies in the South Pacific.
As shown in Figs. 2c and d, -AAO is tightly correlated with SST in the southern oceans for both periods, especially the South Pacific SST. ENSO has a noticeably tight connection with the South Pacific SST during P2 rather than during P1 (Figs. 2g and h). A South Pacific SST (SST_SP) index is defined as the normalized area-averaged SST in the South Pacific [(40°-74°S, 80°W-180°); rectangle in Fig. 6d]. Actually, the SST anomalies in the South Pacific have an enhanced association with ENSO after the mid-1990s. Figure 7a depicts the lead-lag correlations of the austral spring [ON(0), i.e., October-November of the current year] SST_SP index with the previous Niño3.4 index during P2. The lead-lag correlations are faint during P1, so the results are not shown. During P2, previous ENSO events have an influence on the South Pacific SST. The significant correlation of ENSO with ON(0) SST_SP occurs from May-June of the current year [MJ (0)] when ENSO leads SST_SP by about 4-5 months. Early studies showed that ENSO can excite the Pacific-South America teleconnection pattern, which then propagates into the South Pacific to induce the SST anomalies (Li et al., 2013). Additionally, the South Pacific SST leads the ON(0) AAO by about 2 months, and the synchronous correlation peaks (Fig. 7b). We also examine the lead-lag correlations of AAO with the ON(0) SST_SP index (figure not shown), and the result suggests that the correlations are not significant until October. The above results imply that previous SST anomalies in the South Pacific exert an impact on the AAO. (Ding et al., 2015) also revealed positive feedback from extratropical SH SST anomalies to the AAO, based on two ensembles of numerical experiments. This finding means that, apart from the fast teleconnection from the tropics to the southern high-latitudes via the atmosphere (Yu et al., 2015), there is another, slow, oceanic pathway. That is, ENSO may induce SST anomalies in the South Pacific, which may then affect the AAO. The strengthened ENSO-SST_SP relationship is one possible cause for the intensified relationship between ENSO and the AAO. The SST anomalies in the South Pacific persist well (figure not shown). The anomalous atmospheric circulations related to the austral spring SST_SP index are investigated in the following section.
Figure 8 presents linear regression maps of the synchronous SLP, Z300 and SST/UV850 onto the austral spring SST_SP index for the two periods. During P1, the SST_SP-associated atmospheric anomalies appear to project coherently on a -AAO pattern at both lower and upper layers, with decelerated circumpolar westerlies (Figs. 8a, c and e). Moreover, a negative SST anomaly occurs in a tiny part of the equatorial western Pacific, apart from the positive SST anomaly in the South Pacific (Fig. 8e). During P2, remarkable changes occur. In the lower troposphere, positive SLP anomalies in the Antarctic are amplified, together with positive values in the tropical regions, including the tropical Indian Ocean, Indonesia and Australia. Negative SLP anomalies in the southwestern Pacific spread equatorward, residing in the tropics-midlatitudes of the eastern-central Pacific (Fig. 8b). This implies that the high SST in the South Pacific is marked by the concurrence of negative SO and negative AAO patterns during P2. Meanwhile, the trade winds over the equatorial Pacific weaken (Fig. 8f). In the upper troposphere, positive height anomalies over the Antarctic and negative height anomalies over the South Pacific are spatially broader and quantitatively larger than those during P1, along with positive height anomalies over the tropical Pacific (Fig. 8d). Moreover, the negative SST anomalies in the equatorial western Pacific expand each side of the equator, together with positive values in the equatorial eastern-central Pacific, a mode similar to El Niño, which implies a significant relationship between ENSO and SST in the South Pacific after the mid-1990s.