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Explora: Environment
            and Resource                                                         Stratification and mixed layer deepening



              For  example, during  a  semester  marked  by El Niño,   50 years. The strengthened vertical density gradients limit
            stratification is likely to increase, and this trend may persist   mixing between upper and deep ocean layers.
            into the next semester due to the average 9-month duration   Parallel to this phenomenon, Sallée et al.  observed a
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            of El Niño events. Similarly, during a La Niña phase,   consistent deepening of the summer surface layer at a rate
            stratification tends to decrease, with a higher probability   of 2.9 ± 0.5%/decade, corresponding to 5 – 10 m/decade,
            that this trend will continue into subsequent months. Given   depending on  the  region.  The winter mixed layer also
            the high frequency of such events – covering 58.5% of the   appears to be deepening on a global scale, though this
            1950 – 2023 period – this phenomenon provides a sufficient   finding is based on shorter time series and carries greater
            explanation for the pronounced Markov 1 lengthening   uncertainty. Sallée et al.  attribute this deepening primarily
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            behavior observed in the biannual stratification patterns of   to the mechanical action of increasing ocean winds.
            the UOS and the 0–2000 m ocean layer.
                                                                 Young et al.  estimated a global wind speed increase
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            3.3. Mechanisms linked to ocean stratification and   of approximately 0.25%/year during the period 1991 –
            deepening of the mixed layer                       2008, while Zheng  et al.  reported a significant rate of
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            The  biannual alternation  in ocean stratification,  closely   3.35  cm/s/year for the period 1988 – 2011. However,
            linked to El Niño-Southern Oscillation  (ENSO) events,   reservations regarding the reliability of these data have
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            explains a significant portion of the observed signals   been raised by Zieger  et al.  and Wohland  et al.  Even
            presented in  Table  1. However, ENSO alone does not   assuming their accuracy, such wind speed increases appear
            account for the observed global increase in ocean   insufficient to account for the observed deepening rates of
            stratification, which has risen by approximately 1%/decade   5 – 10 m/decade.
            since the 1960s.  For example, the correlation coefficient   Given that the average wind speed at the ocean surface
                         1,2
            between the annual ONI index of ENSO and the annual   is approximately 7  m/s,  an increase of 3.35  cm/s/year
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            averages of N² stratification anomalies from Zeltz  is 0.13,   corresponds to a cumulative increase of approximately
                                                    1
            a value too low to indicate a significant correlation.  5% over a decade.  This increase is inadequate to drive
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              Conversely, a  strong correlation  (coefficient =  0.84)   sustained additional mixing at the bottom of the mixed
            exists between semiannual stratification changes and   layer sufficient to cause the pycnocline to descend by 5 –
            thermal energy in the UOS for the period 1955–2023,   10 m/decade.
            using data from Zeltz  and NOAA (downloadable from the   Surface winds generate ocean currents at approximately
                             1
            link  https://www.climate.gov/media/13603).  This  finding   2% of their speed,  meaning a decadal increase of 3.35 cm/s
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            suggests that additional heat from global warming is the   in  wind  speed  results  in  a  surface  current  increase  of
            primary driver of increased stratification. The underlying   less than 1  mm/s. This current increment diminishes
            mechanisms are elaborated below.                   as it propagates to lower layers, ultimately reaching the
              Water stratification arises from differences in water   pycnocline. In addition, the Coriolis effect introduces a
            density, which are directly linked to temperature gradients.   spiral flow (Ekman spiral phenomenon), which further
            Significant warming of the UOS – caused by atmospheric   dissipates the energy transferred to deeper layers. 19
            heat and solar radiation – disrupts the balance of densities,   In specific cases, such as in the tropical Atlantic basin, a
            enhancing stratification. As the heat gradient intensifies,   linear relationship is often observed between surface wind
            so does the density gradient, leading to increased   speed and mixed layer deepening. 20,21  Episodes of intense
            stratification.                                    winds, such as tropical cyclones, are increasing in frequency
              Without ENSO, stratification signals would closely   and intensity due to climate change.  These extreme events
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            mirror ocean heat data, exhibiting Markov-1 alternating   significantly influence mixed layer deepening, especially
            behavior, as stratification strongly depends on thermal   on large spatial scales. However, under typical conditions,
            energy. However, ENSO’s long cycles and extensive   the increase in wind-driven mixing near the thermocline
            influence modify these patterns, lengthening alternation   is minimal. Extreme storm events are the exception, with
            periods. In summary, ENSO lengthens alternation periods,   their wind power capable of deepening the mixed layer
            while additional heat in the UOS increases stratification.  enough to contribute to global averages. Furthermore,
                                                               these events are correlated with increases in sea surface
              The increase in stratification directly impacts the                                  23,24
            thermocline, which increasingly acts as a barrier to heat   temperature and thermal energy in the UOS.
            transfer into the deep ocean. According to Sallée et al.,  the   To model mixed layer deepening (Section 3.8), we
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            density contrast at the base of the UOS during summer   propose a thermal energy threshold of 2 × 10  J entering
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            has increased at a rate of 8.9 ± 2.7%/decade over the past   the UOS. Beyond this threshold, wind contributions to

            Volume 1 Issue 1 (2024)                         6                                doi: 10.36922/eer.4578
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