Deep Cycle Turbulence in Atlantic and Pacific Cold Tongues
Open accessPublished version of a preprint
Abstract
Multiyear turbulence measurements from oceanographic moorings in equatorial Atlantic and Pacific cold tongues reveal similarities in deep cycle turbulence (DCT) beneath the mixed layer (ML) and above the Equatorial Undercurrent (EUC) core. Diurnal composites of turbulence kinetic energy dissipation rate, ϵ, clearly show the diurnal cycles of turbulence beneath the ML in both cold tongues. Despite differences in surface forcing, EUC strength and core depth DCT occurs, and is consistent in amplitude and timing, at all three sites. Time-mean values of ϵ at 30 m depth are nearly identical at all three sites. Variations of averaged values of ϵ in the deep cycle layer below 30 m range to a factor of 10 between sites. A proposed scaling in depth that isolates the deep cycle layers and of ϵ by the product of wind stress and current shear collapses vertical profiles at all sites to within a factor of 2.
AI snapshot
Written from the paper’s full text.
TL;DR
Multiyear moored χpod measurements show deep cycle turbulence beneath the mixed layer in both the Atlantic and Pacific cold tongues, with clear diurnal cycling at all three sites. A depth scaling that isolates the deep cycle layer and ε scaled by wind stress times current shear collapse vertical profiles across sites to within a factor of 2.
Key findings
- Deep cycle turbulence persists at 0°140°W, 0°23°W, and 0°10°W; diurnal composites show nighttime increases beneath the mixed layer. At 0°140°W, day-to-night increases in means and medians are about a factor of 10, and modes differ by more than a factor of 10.
- Time-mean ε at 30 m depth is nearly identical at all three sites, while averaged ε in the deep cycle layer below 30 m varies by up to a factor of 10 between sites. The decrease from maximum ε to EUC core depth is a factor of 10 at 10°W (EUC core at 61 m), factor of 6 at 23°W (73 m), and factor of 4 at 140°W (103 m).
- The frequency of Ri < 1/4 increases upward from the EUC core: 75% at 20 m at 140°W and 23°W, and 50% at 10°W; the 50% metric occurs at roughly half the distance from the EUC core depth to the sea surface.
- Scaling ε by τ·Sh/ρ0 and depth by (z−MLD)/(zEUC−MLD) collapses profiles from the three sites to within a factor of 2; the long-term scaled value is about 0.2, close to the 1984 estimate, versus 0.86 for strong night-only DC in November 2008.
Methods
- Moored χpod turbulence measurements at 0°140°W (TAO/TRITON, from September 2005; 15-year record) and at 0°23°W and 0°10°W (PIRATA, from 2014). Temperature profiles from main moorings and velocity from nearby subsurface ADCPs were used; χ, ε, and KT were computed from fast thermistor measurements with speed and stratification inputs.
- Diurnal composites used 10-minute averaged ε binned at 10-minute intervals in local time over 24 hours centered at midnight. Data were flagged for small Tz (<0.001 K m−1). At 29 m, 0°140°W, the data consist of 242,879 independent 10-minute intervals representing 1,686 days.
- Scaling analysis applied daily data first scaled in depth as (z−MLD)/(zEUC−MLD) and ε scaled by τ·Sh/ρ0, then bin-averaged in scaled depth; 95% confidence limits used non-parametric bootstrap statistics.
Limitations
- The paper states that quantification of the full zonal and meridional extent of deep cycle turbulence via direct measurement remains an outstanding and important task; the Atlantic analysis is described as a first comprehensive look at the χpod records there.
- The paper notes that at 10°W the depths where Ri < 1/4 occurs most frequently are likely shallower than 20 m and not sampled by PIRATA velocity sensors, so Ri is not computed there; flagging for small Tz also reduces data later in the night when the mixed layer infrequently descends to 29 m at the Pacific site and earlier to 21 m at the Atlantic sites.
- Evident from the text: the analysis is limited to three equatorial sites, the uppermost χpods are significantly deeper than the 90th percentile of mixed layer depths, and local time is used instead of solar time (stated to differ by at most 17 minutes annually at the equator). The paper does not include a dedicated Limitations section.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
3 of 21 cited sources checked · 1 supported · 0 flagged · accuracy not yet measured
- Study design and conductcitation
Confidence in these measurements is justified by previous comparisons between 16-day averages of ε from shipboard profiling (using shear probes) and multiple χpods on both the TAO mooring and an additional nearby mooring that showed agreement to within a factor of 2.
“Confidence in these measurements is justified by previous comparisons between 16-day averages of ϵ from (i) shipboard profiling (using shear probes) and (ii) multiple χpods on both the TAO mooring and an additional nearby mooring that showed agreement to within a factor of 2 (Perlin & Moum, 2012).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Perlin & Moum, 2012 source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
- Interpretationreasoning
The influence of TIW-induced mixing on long term means is less than expected from the measurements made in 2008.
“This suggests that the influence of TIW-induced mixing on long term means is less than expected from the measurements made in 2008 (Moum et al., 2009;Inoue et al., 2012Inoue et al., , 2019)).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Moum et al., 2009 source
- cites Inoue et al., 2012 source
- cites Inoue et al., 2019 source
Section 6 (Summary; page unavailable) says the largest diffusivity and heat flux occurred during an anomalous fourth TIW, while Section 5.1 says the dependence of diffusivity and heat flux on TIW phase was less clear across the observed waves. These findings support caution about extrapolating from the intense 2008 event, but the paper does not assess TIW-induced mixing's influence on long-term means or compare it with expectations from those measurements. (LLM, conf=0.79)
Experimental — accuracy not yet measured
- Findingown data
In each case, the 50% metric occurs at roughly 1/2 the distance from the EUC core depth to the sea surface.
“In each case, the 50% metric occurs at roughly 1/2 the distance from the EUC core depth to the sea surface.”
Quote in the paperNot a substantial claim - Findingown data
Commonalities in the vertical structure and magnitude of the statistic %Ri < 1/4 are revealed by scaling the depth to isolate the DC layer such that the vertical coordinate is (z-MLD)/(zEUC-MLD).
“Commonalities in the vertical structure and magnitude of the statistic %Ri < 1/4 are revealed by scaling the depth (where z = -depth) to isolate the DC layer such that the vertical coordinate is (z-M LD)/(z EU C -M LD), where M LD is the depth of the ML base and z EU C is the EUC core depth (Figure 3b).”
Quote in the paperSubstantial claim - Findingcitation
Commonalities in the vertical structure and magnitude of ε are seen via scaling of ε by τ•Sh/ρ0, where τ is the surface wind stress, Sh is the mean value of Sh over the DC layer and ρ0 a mean water density.
“Commonalities in the vertical structure and magnitude of ϵ are seen via scaling of ϵ by τ •Sh/ρ 0 , where τ is the surface wind stress, Sh is the mean value of Sh over the DC layer and ρ 0 a mean water density (Smyth et al., 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smyth et al., 2017 source
- Findingown data
At 140°W, the decrease from the maximum ε to its value at EUC core depth (103 m) is a factor of 4.
“• a factor of 4 at 140 • W (EUC core at 103m).”
Quote in the paperNot a substantial claim - Findingown data
At and below the mean depths of the EUC core there are very few values of Ri < Ri_cr at all three locations.
“At and below the mean depths of the EUC core there are very few values of Ri < Ri cr .This is the case at all three locations (Figure 2c).”
Quote in the paperSubstantial claim - Findingown data
At 140°W the maximum value of ε occurs at 40 m.
“At 140 • W the maximum value of ϵ occurs at 40m.”
Quote in the paperNot a substantial claim - Findingown data
Deep cycle turbulence (DCT) occurs beneath the mixed layer and above the core of the Equatorial Undercurrent (EUC) in the equatorial Atlantic and Pacific cold tongues.
“Multiyear turbulence measurements from oceanographic moorings in the equatorial Atlantic and Pacific cold tongues reveal similarities in deep cycle turbulence (DCT) beneath the ML and above the core of the Equatorial Undercurrent (EUC).”
- Also stated in: § 70 · plain
“To summarize, DC turbulence has two defining properties: 71 (1) it occurs below the ML base, and”
Quote in the paperSubstantial claim - Also stated in: § 70 · plain
- Findingown data
At 23°W, the decrease from the maximum ε to its value at EUC core depth (73 m) is a factor of 6.
“• a factor of 6 at 23 • W (EUC core at 73m); and”
Quote in the paperNot a substantial claim - Findingown data
At both Atlantic sites, the maximum in ε occurs at the second χpod at 30 m.
“At both, the maximum in ϵ occurs at the second χpod at 30m.”
Quote in the paperNot a substantial claim - Findingown data
A proposed scaling in depth that isolates the deep cycle layers and of ε by the product of wind stress and current shear collapses vertical profiles at all sites to within a factor of 2.
“This combination of depth and amplitude scalings collapses the measurements at the three sites to within a factor of 2 at all depths.”
Quote in the paperSubstantial claim - Findingown data
At 10°W, the decrease from the maximum ε to its value at EUC core depth (61 m) is a factor of 10.
“• a factor of 10 at 10 • W (EUC core at 61m);”
Quote in the paperNot a substantial claim - Findingown data
At the two Atlantic sites, the mean values of ε are nearly identical at the two uppermost χpods.
“At the two Atlantic sites, the mean values of ϵ, (ϵ), are nearly identical at the two uppermost χpods (Figure 2d).”
Quote in the paperNot a substantial claim - Findingown data
Daytime values of ε at 23°W and 10°W are roughly the same as at the 140°W site.
“Daytime values are roughly the same as at the 140 • W site.”
Quote in the paperNot a substantial claim - Findingown data
At 0° 140°W, modes of ε differ by more than a factor of 10 between before and after the sunset transition.
“Modes differ by more than a fac-216 tor of 10 (Figure 4d) as indicated by the averaged distributions of ϵ before (black -15:00-217 16:30) and after (blue -00:00-02:00) the sunset transition.218”
Quote in the paperSubstantial claim - Findingown data
At 0° 140°W, around sunset there is an impulse-like increase in ε from daytime values to a range of values that remains relatively steady until sunrise.
“Around sunset, there is an impulse-like increase in ϵ from daytime val-214 ues to a range of values that remains relatively steady until sunrise.”
Quote in the paperSubstantial claim - Findingown data
The sites at 0° 10°W and 0° 23°W exhibit the salient characteristics of the diurnal cycle of turbulence beneath the ML that we associate with DC turbulence.
“Comparisons to measurements from the PCT at 0 • 140 • W shows the sites at 0 • 10 • W and 0 • 23 • W to exhibit the salient characteristics of the diurnal cycle of turbulence beneath the ML that we associate with DC turbulence.”
Quote in the paperSubstantial claim - Findingown data
The general pattern of diurnal variation of ε is repeated at both the 23°W and 10°W sites.
“This general pattern of diurnal variation of ϵ is repeated at both the 23 • W and 10 • W 219 sites (Figures 4e-i).”
Quote in the paperSubstantial claim - Findingown data
At 0° 140°W, ε generally decreases from after sunrise to sunset.
“There is a general decrease in ϵ beginning after sunrise and con-213 tinuing to sunset.”
Quote in the paperSubstantial claim - Findingown data
The diurnal variation of the median value of ε is apparent at all three sites at all depths to 60 m.
“The diurnal variation of the 223 median value of ϵ is apparent at all three sites at all depths to 60 m (Figure 5).”
Quote in the paperSubstantial claim - Findingown data
At 0° 140°W, day-to-night increases of both means and medians of ε are about a factor of 10.
“Day to night increases 215 of both means and medians are about a factor of 10.”
Quote in the paperSubstantial claim - Findingown data
The 15 years of χpod measurements at 0° 140°W show DC turbulence to be a robust feature that clearly stands out over the multiyear record.
“The 15 years of χpod measurements at 0 • 140 • W provide a different perspective of DC turbulence from the short shipboard experiments previously executed there.Most importantly, they show DC turbulence to be a robust feature that clearly stands out over the multiyear record (Figure 4).”
Quote in the paperSubstantial claim - Findingown data
The comparisons support a depth scaling that isolates the relative deep cycle layers with scaling of ε by τ•Sh/ρ0.
“While depth dependence varies considerably, the comparisons also support a depth scaling that isolates the relative deep cycle layers with scaling of ϵ by τ • Sh/ρ 0 .”
Quote in the paperSubstantial claim - Premisecitation
A diurnal composite derived from 8 days of microstructure profiling revealed that the shear layer descends from near the surface to about 60 m at a rate close to 6 meters per hour.
“urnal composite derived from 8 days of microstructure profiling revealed that the shear 67 layer descends from near the surface to about 60 m at a rate close to 6 meters per hour 68 (Smyth et al., 2013).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smyth et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation
The persistent marginal instability state is nudged beyond critical toward the end of the solar day, associated with the deepening of the sheared base of the diurnal warm layer that forms during net daytime heating and deepens by shear-induced mixing.
“This persistent MI state is nudged beyond critical toward the end of the solar day, associated with the deepening of the sheared base of the diurnal warm layer that forms during the period of net daytime heating and deepens by shear-induced mixing (K.G. Hughes et al., 2021).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites K.G. Hughes et al., 2021 source
- Premisecitation
Moum et al. (1989) found the mean value of ε/(τ•Sh/ρ0) to be about 0.2 from 12 days of profiling in 1984 at 0° 140°W.
“Moum et al. (1989) found the mean value of ϵ/(τ •Sh/ρ 0 ) to be about 0.2 from 12 days of profiling in 1984 at 0 • 140 • W.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Moum et al., 1989 source
- Premisecitation
Shipboard profiling measurements in the equatorial Pacific reveal both defining DC properties, albeit over only the cruise periods and only when profiling was rapid enough to resolve the diurnal cycle.
“Shipboard profiling measurements 76 in the equatorial Pacific (Gregg et al., 1985;Moum & Caldwell, 1985;Moum et al., 1989) 77 reveal both of the defining DC properties, albeit over only the cruise periods (typically 78 a few weeks) and only when profiling was rapid enough to resolve the diurnal cycle.”
Quote in the paperSubstantial claim0 of 3 sources checked - Premisecitation
The existence of DC turbulence is linked to the strongly sheared current system above the EUC core where the gradient Richardson number (Ri) persistently maintains a near-critical state with values fluctuating around 0.25.
“The existence of DC turbulence is linked to the strongly sheared current system above the core of the Equatorial Undercurrent (EUC) where the gradient Richardson number (Ri) persistently maintains a near-critical state with values fluctuating around 0.25 (Smyth & Moum, 2013), a state of marginal instability (MI).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smyth & Moum, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductnone given
The uppermost χpods at all three locations are significantly deeper than the 90th percentile of ML depths.
“The uppermost χpods at all three locations are significantly deeper 209 than the 90 th percentile of ML depths.210”
Quote in the paperSubstantial claim - Interpretationreasoning
The present value 0.2 is therefore more representative of the climatology of the cold tongues.
“The present value 0.2 is therefore more representative of the climatology of the cold tongues.”
Quote in the paperSubstantial claim - Interpretationown data
The delayed and reduced transition with depth is consistent with DC turbulence being a cycle triggered by surface changes.
“which is consistent with DC turbulence being a cycle triggered by surface 226 changes.227”
Quote in the paperSubstantial claim - Premisecitation
The apparent bimodal structure is largely associated with an additional dependence on the magnitude of the local wind stress that controls the timing of the transition.
“Elsewhere, we show that this apparent bimodal structure is largely associated with an additional dependence on the magnitude of the local wind stress that controls the timing of the transition (Moum et al., 2022).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Moum et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- May combine two claims. 15
- The quote only partly states this claim. 2
- Classified as probably not a substantial claim. 1
May combine two claims.
FindingcitationThe present test uses long-term averages and therefore includes many times when the DC turbulence is expected to be weak or absent, e.g., daytime and spring minima.
“In contrast, the present test uses long-term averages and therefore includes many times when the DC turbulence is expected to be weak or absent, e.g., daytime and spring minima (Pham et al., 2017;Smyth et al., 2021).”
Quote in the paperSubstantial claim1 of 2 sources checkedMay combine two claims.
Findingown dataThe ranges of EUC core depths (based on hourly data) are deepest at 140°W and shallow from 23°W to 10°W.
“The ranges of EUC core depths (based on hourly data) are deepest at 140 • W and shallow from 23 • W to 10 • W (Figure 2b).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataDespite differences in surface forcing, EUC strength and core depth, DCT persists at all three sites and is consistent between the sites.
“Despite differences in surface forcing, EUC strength and core depth, DCT persists at all three sites, and is consistent between the sites.”
- Also stated in: § 5 Conclusions · hedged
“The diurnal composite distributions of Figure 4 indicate that the temporal structure of DC turbulence is a persistent feature at all of the sites, and the scalings indicate a consistency between them.”
Quote in the paperSubstantial claim- Also stated in: § 5 Conclusions · hedged
May combine two claims.
Findingown dataUpward from the core depths, the frequency of occurrence of Ri < Ri_cr increases, to 75% at 20 m at 140°W and 23°W, and 50% at 10°W.
“Upward from the core depths, the frequency of occurrence of Ri < Ri cr increases, to 75% at 20 m at 140 • W and 23 • W, and 50% at 10 • W.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataTime-mean values of ε at 30 m depth are nearly identical at all three sites.
“These comparisons also show the averaged magnitudes of ϵ near the base of the ML (nominally 30m) to be consistent within a factor of two at the three sites.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIn Figure 3a, these scalings neatly collapse the vertical profiles of ε from the three sites to within a factor of 2 at each scaled depth and close to the value of 0.2 found for the limited data set examined by Moum et al. (1989).
“In Figure 3a, these scalings neatly collapse the vertical profiles of ϵ from the three sites to within a factor of 2 at each scaled depth and close to the value of 0.2 found for the limited data set examined by Moum et al. (1989).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Moum et al., 1989 source
May combine two claims.
Findingown dataWith increasing depth, the transition to larger nighttime values is delayed in time and reduced in magnitude.
“With 224 increasing depth, the transition to larger nighttime values is delayed in time and reduced 225 in magnitude,”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAt 30 m depth, the sharp day to night transition in mean values of ε at 23°W is similar to that at 140°W and less so at 10°W.
“At 30 m depth (typically near 221 the uppermost extent of the DC), the sharp day to night transition in mean values of 222 ϵ at 23 • W is similar to that at 140 • W and less so at 10 • W.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataLong-term mean values of ε are close to those from short shipboard experiments executed in the absence of tropical instability waves (TIWs) in 1984 and 1991 and an order of magnitude smaller than the 2008 measurements made during the passage of a TIW.
“A surprising result from these averaged profiles is that long term mean values of ϵ are close to those values from short shipboard experiments executed in the absence of tropical instability waves (TIWs) in 1984 and 1991 (Figure 2d) and an order of magnitude smaller than the 2008 measurements made during the passage of a TIW (shown in Figure 2d as the solid grey line).”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataNighttime values of ε are smaller at 10°W and 23°W than at 140°W.
“Night-220 time values are smaller at 10 • W and 23 • W (Figure 5).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAt all three sites, the turbulence extends below the ML base and cycles diurnally.
“That is, at all three sites, the turbulence extends below the ML base and cycles diurnally (properties 1 and 2 listed in the Introduction).”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationThe arrival of the shear layer triggers shear instability and immediately precedes enhanced turbulence, suggesting causality.
“The arrival of the shear layer was found to trigger shear instabil-69 ity and also to immediately precede enhanced turbulence, suggesting causality.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Smyth et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationThe model of pulsating DC turbulence derived by Smyth et al. (2017) pertains to night-time only and was tested using data between 20 m and 70 m depth in a regime of exceptionally strong DC, November 2008 at 140W; in that case the scaled value was 0.86.
“Note that the model of pulsating DC turbulence derived by Smyth et al. (2017) pertains to night-time only and was tested using data between 20m and 70m depth in a regime of exceptionally strong DC, [November 2008 at 140W; see (Moum et al., 2009)].In that case the scaled value was 0.86.”
Quote in the paperSubstantial claim0 of 2 sources checkedClassified as probably not a substantial claim. May combine two claims.
Premisenone givenDC turbulence has two defining properties: it occurs below the ML base, and it cycles diurnally.
“To summarize, DC turbulence has two defining properties: 71 (1) it occurs below the ML base, and”
- Also stated in: § 72 · plain
“72 (2) it cycles diurnally.”
Quote in the paperSubstantial claim- Also stated in: § 72 · plain
May combine two claims.
PremisecitationData from χpods at 140°W has shown how the DC varies with the ENSO cycle and is a fundamental part of the underlying Bjerknes feedback that governs transitions between ENSO phase states.
“Data from the χpods at 140 • W has shown how the DC varies with the El Nino-Southern Oscillation (ENSO) cycle and is a fundamental part of the underlying Bjerknes feedback (Warner & Moum, 2019) that governs transitions between ENSO phase states.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Warner & Moum, 2019 source
May combine two claims.
Study design and conductcitationMoored turbulence measurements using χpods have time resolution sufficient to resolve the diurnal cycle and extend over many years at a few sites.
“Moored turbulence measurements using χpods (Moum & Nash, 2009) have time resolution sufficient to resolve property (2) and now also extend over many years at a few sites.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Moum & Nash, 2009 source
May combine two claims.
InterpretationreasoningDC turbulence is a persistent and consistent feature of the cold tongues in general.
“This should provide some confidence that DC turbulence is a persistent and consistent feature of the cold tongues in general.”
Quote in the paperSubstantial claim- Rests on an assumption: The three measurement sites (0° 140°W, 0° 23°W, 0° 10°W) are representative of the equatorial Atlantic and Pacific cold tongues in general.
The paper relies on this without support.
The three measurement sites (0° 140°W, 0° 23°W, 0° 10°W) are representative of the equatorial Atlantic and Pacific cold tongues in general.
“This should provide some confidence that DC turbulence is a persistent and consistent feature of the cold tongues in general.”
The paper relies on this without support.
Deep cycle turbulence dominates the downward mixing of heat in the equatorial cold tongues.
“This mixing is dominated by deep cycle (DC) turbulence, a well-documented feature of the central equatorial Pacific cold tongue.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Dissipation profiles are assigned to the wrong Figure 3 panel
MinorThe text says Figure 3a shows the scaled dissipation profiles, but the caption identifies panel (a) as temperature and panel (c) as scaled dissipation.
“In Figure 3a, these scalings neatly collapse the vertical profiles of ϵ from the three sites to within a factor of 2 at each scaled depth”
“(a) T ; (b) percentage of values with Ri < 1/4; (c) ϵ scaled by the product of the wind stress (τ ) and Sh”
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BackgroundInfluentialFeedback of Mixing to ENSO Phase Change
Warner, S. J., & Moum, J. N. (2019) · Geophysical Research Letters · doi:10.1029/2019gl085415 · Cited by 57 · cited 1× · see citing works
“Data from the χpods at 140°W has shown how the DC varies with the El Nino-Southern Oscillation (ENSO) cycle and is a fundamental part of the underlying Bjerknes feedback (Warner & Moum, 2019) that governs transitions between ENSO phase states.”
MethodSelf-citationPerlin, A., & Moum, J. N. (2012) · Journal of Atmospheric and Oceanic Technology · doi:10.1175/jtech-d-12-00019.1 · Cited by 47 · cited 6× · see citing works
“Moored turbulence measurements using χpods (Moum & Nash, 2009) have time resolution sufficient to resolve property (2) and now also extend over many years at a few sites.”
MethodInfluentialSelf-citationModulation of equatorial turbulence by a tropical instability wave
Inoue, R., Lien, R. ‐., & Moum, J. N. (2012) · Journal of Geophysical Research: Oceans · doi:10.1029/2011jc007767 · Cited by 45 · cited 1× · see citing works
“This suggests that the influence of TIW-induced mixing on long term means is less than expected from the measurements made in 2008 (Inoue et al., 2012, 2019; Moum et al., 2009).”
ResultSelf-citationZhang, Y., & Moum, J. N. (2010) · Journal of Atmospheric and Oceanic Technology · doi:10.1175/2010jtecho746.1 · Cited by 42 · cited 2× · see citing works
“…energy dissipation rate (ϵ) and the turbulence diffusivity (KT) are computed from high frequency temperature measurements using fast thermistors on χpods with speed and stratification inputs from the moored temperature and velocity data (Moum & Nash, 2009; Perlin & Moum, 2012; Zhang & Moum, 2010).”
MethodSelf-citationDynamics of the surface layer diurnal cycle in the equatorial Atlantic Ocean (0°, 23°W)
Wenegrat, J., & McPhaden, M. (2015) · Journal of Geophysical Research Oceans · doi:10.1002/2014jc010504 · Cited by 41 · cited 1× · see citing works
“Wenegrat and McPhaden (2015) did observe a diurnal in shear and stratification at the equator and 23°W such as to infer DC turbulence but with no turbulence measurements to confirm.”
BackgroundHughes, D. W., Yallop, B. D., & Hohenkerk, C. Y. (1989) · Monthly Notices of the Royal Astronomical Society · doi:10.1093/mnras/238.4.1529 · Cited by 40 · see citing works
Seasonality of Deep Cycle Turbulence in the Eastern Equatorial Pacific
Pham, H. T., Smyth, W. D., Sarkar, S., & Moum, J. N. (2017) · Journal of Physical Oceanography · doi:10.1175/jpo-d-17-0008.1 · Cited by 33 · see citing works
Self-citationLarge-Eddy Simulation of Deep-Cycle Turbulence in an Equatorial Undercurrent Model
Pham, H. T., Sarkar, S., & Winters, K. B. (2013) · Journal of Physical Oceanography · doi:10.1175/jpo-d-13-016.1 · Cited by 27 · see citing works
Inoue, R., Lien, R., Moum, J. N., Perez, R. C., & Gregg, M. C. (2019) · Journal of Geophysical Research: Oceans · doi:10.1029/2018jc014480 · Cited by 27 · cited 1× · see citing works
“This suggests that the influence of TIW-induced mixing on long term means is less than expected from the measurements made in 2008 (Inoue et al., 2012, 2019; Moum et al., 2009).”
ResultSelf-citationPulsating turbulence in a marginally unstable stratified shear flow
Smyth, W. D., Pham, H. T., Moum, J. N., & Sarkar, S. (2017) · Journal of Fluid Mechanics · doi:10.1017/jfm.2017.283 · Cited by 24 · see citing works
Self-citationHummels, R., Dengler, M., Rath, W., Foltz, G. R., Schütte, F., Fischer, T., & Brandt, P. N. (2020) · Nature Communications · doi:10.1038/s41467-020-17601-x · Cited by 22 · see citing works
Self-citationStratified shear instabilities in diurnal warm layers
Hughes, K. G., Moum, J. N., Shroyer, E. L., & Smyth, W. D. (2021) · Journal of Physical Oceanography · doi:10.1175/jpo-d-20-0300.1 · Cited by 20 · see citing works
Self-citationWind Dependencies of Deep Cycle Turbulence in the Equatorial Cold Tongues
Moum, J. N., Smyth, W. D., Hughes, K. G., Cherian, D., Warner, S. J., Bourlès, B., Brandt, P., & Dengler, M. (2023) · Journal of Physical Oceanography · doi:10.1175/jpo-d-22-0203.1 · Cited by 13 · see citing works
Self-citationSimulation of Deep Cycle Turbulence by a Global Ocean General Circulation Model
Pei, S., Shinoda, T., Wang, W., et al. (2020) · Geophysical Research Letters · doi:10.1029/2020gl088384 · Cited by 12 · see citing works
What controls the deep cycle? Proxies for equatorial turbulence.
Smyth, W. D., Warner, S. J., Moum, J. N., Pham, H., & Sarkar, S. (2021) · Journal of Physical Oceanography · doi:10.1175/jpo-d-20-0236.1 · Cited by 10 · cited 1× · see citing works
“In contrast, the present test uses long-term averages and therefore includes periods when the DC turbulence is expected to be weak or absent, for example, daytime and spring minima (Pham et al., 2017; Smyth et al., 2021).”
Self-citationSFB754 Turbulence measurements (MSS)
Dengler, M. (. )., & Mehrtens, H. (2008) · Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research) · doi:10.1594/pangaea.926518 · Cited by 3 · see citing works
Self-citation- Self-citation
Flagged first, then by citations
1 of the 31 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Warner S. J., 2020, χpod and GusT processing manual
Cited by
Sorted by citations
Physical processes and biological productivity in the upwelling regions of the tropical Atlantic
Brandt, P. N., Alory, G., Awo, F. M., Dengler, M., Djakouré, S., Koungue, R. A. I., Jouanno, J., Körner, M., Roch, M., & Rouault, M. P. (2023) · Ocean science · doi:10.5194/os-19-581-2023 · Cited by 52 · see citing works
Self-citationMultidecadal Intensification of Atlantic Tropical Instability Waves
Tuchen, F. P., Perez, R. C., Foltz, G. R., Brandt, P. N., & Lumpkin, R. (2022) · Geophysical Research Letters · doi:10.1029/2022gl101073 · Cited by 21 · see citing works
“However, the net effect of TIWs on the SST budget, and specifically the interplay of advection and vertical mixing due to TIWs, is still an open question (Moum et al., 2022).”
BackgroundSelf-citationTropical Instability Waves and Wind‐Forced Cross‐Equatorial Flow in the Central Atlantic Ocean
Heukamp, F. O., Brandt, P. N., Dengler, M., Tuchen, F. P., McPhaden, M. J., & Moum, J. N. (2022) · Geophysical Research Letters · doi:10.1029/2022gl099325 · Cited by 20 · see citing works
Self-citationPMEL, N., McPhaden, M. J., Connell, K. J., Foltz, G. R., Perez, R. C., & Grissom, K. R. (2023) · Oceanography · doi:10.5670/oceanog.2023.211 · Cited by 20 · see citing works
Wind Dependencies of Deep Cycle Turbulence in the Equatorial Cold Tongues
Moum, J. N., Smyth, W. D., Hughes, K. G., Cherian, D., Warner, S. J., Bourlès, B., Brandt, P., & Dengler, M. (2023) · Journal of Physical Oceanography · doi:10.1175/jpo-d-22-0203.1 · Cited by 13 · see citing works
Self-citationSantos-Ferreira, A. M., da Silva, J. C. B., St-Denis, B., et al. (2023) · Journal of Physical Oceanography · doi:10.1175/jpo-d-22-0165.1 · Cited by 11 · see citing works
Subsurface ocean turbulent mixing enhances central Pacific ENSO
Liu, C., Wang, F., Köhl, A., et al. (2025) · Nature Communications · doi:10.1038/s41467-025-57058-4 · Cited by 10 · see citing works
“This scaling model is consistent with a theoretical derivation 30 , and is similar to a previous scaling model that isderived for a thicker layer and hencehas a smaller coef fi cient 44 .”
Improving Equatorial Upper Ocean Vertical Mixing in the NOAA/GFDL OM4 Model
Reichl, B. G., Wittenberg, A. T., Griffies, S. M., & Adcroft, A. (2024) · Earth and Space Science · doi:10.1029/2023ea003485 · Cited by 14 · see citing works
“Similar patterns have been observed in long term turbulence measurements in both the Pacific and Atlantic basins (Moum et al., 2022; Wenegrat & McPhaden, 2015), and likely also occur in the Indian Ocean (Pujiana et al., 2018).”
Enhanced Ocean Mixing During the Passage of Tropical Cyclone
Falor, D., Gayen, B., Sengupta, D., et al. (2024) · Geophysical Research Letters · doi:10.1029/2024gl111925 · Cited by 9 · see citing works
“This is consistent with previous studies for a non‐cyclonic rain events (Anderson et al., 1996; Chaudhuri et al., 2021; Moum et al., 2022; Pham et al., 2023; Shcherbina et al., 2019).”
Strengthening of the Equatorial Pacific Upper‐Ocean Circulation Over the Past Three Decades
Tuchen, F. P., Perez, R., Foltz, G., McPhaden, M., & Lumpkin, R. (2024) · Journal of Geophysical Research - Oceans · doi:10.1029/2024jc021343 · Cited by 5 · see citing works
Evolution of small-scale turbulence at large Richardson numbers
Ostrovsky, L. A., Soustova, I. A., Troitskaya, Y. I., et al. (2024) · Nonlinear processes in geophysics · doi:10.5194/npg-31-219-2024 · Cited by 6 · see citing works
Hans, A. C., Brandt, P. N., Gasparin, F., et al. (2024) · Journal of Geophysical Research Oceans · doi:10.1029/2023jc020870 · Cited by 6 · see citing works
Self-citationToward an integrated pantropical ocean observing system
Foltz, G., Eddebbar, Y., Sprintall, J., Capotondi, A., Cravatte, S., Brandt, P., Sutton, A., Morris, T., Hermes, J., McMahon, C. R., et al. (2025) · Frontiers in Marine Science · doi:10.3389/fmars.2025.1539183 · Cited by 6 · see citing works
Self-citationDiurnal Variability of the Upper Ocean Simulated by a Climate Model
Eyre, J. E. J. R., Zhu, J., Kumar, A., et al. (2024) · Geophysical Research Letters · doi:10.1029/2023gl104194 · Cited by 5 · see citing works
“Much of the physical understanding of the diurnal cycles over the ocean, particularly on deep-cycle turbulence, has come from a small number of highly instrumented near-equatorial moorings (Moum et al., 2022) and analysis of simulations in their vicinity (Cherian et al., 2021; Pei et al., 2020).”
BackgroundPham, H. T., Sarkar, S., Smyth, W. D., et al. (2024) · Journal of Physical Oceanography · doi:10.1175/jpo-d-23-0015.1 · Cited by 4 · see citing works
Self-citationBastin, S., Koldunov, A., Schütte, F., Gutjahr, O., Mrozowska, M. A., Fischer, T., Shevchenko, R., Kumar, A. U., Koldunov, N., Haak, H., et al. (2025) · Geoscientific model development · doi:10.5194/gmd-18-1189-2025 · Cited by 3 · see citing works
“3.”
Self-citationNakamura, K., Kido, S., Ijichi, T., & Tozuka, T. (2024) · Journal of Climate · doi:10.1175/jcli-d-23-0288.1 · Cited by 3 · see citing works
Iyer, S., & Moum, J. N. (2024) · Journal of Geophysical Research Oceans · doi:10.1029/2023jc020646 · Cited by 3 · see citing works
Self-citationSpecht, M. S., Jungclaus, J. H., & Bader, J. (2024) · Journal of Geophysical Research Oceans · doi:10.1029/2023jc020041 · Cited by 3 · see citing works
“…23°W compiled from ship sections from 27 cruises between 2000 and 2018 (Tuchen et al., 2022c, 2022d The simulated stability N 2 , which is used to calculate reduced shear and thereby needed to analyze potential mixing, is assessed using X pod data at 0°N/23°W described in J. N. Moum et al. (2022).”
Gasparin, F., Cravatte, S., Jouanno, J., Hans, A. C., Kestenare, É., Gévaudan, M., Llido, J., & Brandt, P. (2025) · Journal of Geophysical Research Oceans · doi:10.1029/2025jc022488 · Cited by 2 · see citing works
Self-citationCelebrating 50 Years since GATE
Jenney, A. M., Houze, R. A., LeMone, M. A., et al. (2025) · Bulletin of the American Meteorological Society · doi:10.1175/bams-d-24-0063.1 · Cited by 2 · see citing works
Improved Equatorial Upper Ocean Vertical Mixing in the NOAA/GFDL OM4 ModelPreprint
Reichl, B. G., Wittenberg, A. T., Griffies, S. M., et al. (2024) · doi:10.22541/essoar.170785794.47537760/v1 · Cited by 2 · see citing works
Interactions Between Diurnal Warm Layers and Surface‐Layer Fronts
Peng, J., Jones, N. L., Rayson, M. D., et al. (2025) · Journal of Geophysical Research Oceans · doi:10.1029/2024jc021380 · Cited by 1 · see citing works
“This process exhibits some analogy with the triggering of deep-cycle turbulence in the equatorial ocean by the downward-propagation of shear bands induced by the presence of DWLs (Moum et al., 2022), with the caveat that rotation effects play a more important role in our case.”
Comment on egusphere-2022-1354
Brandt, P., Alory, G., Awo, F. M., et al. (2023) · doi:10.5194/egusphere-2022-1354-rc2
Self-citationBrandt, P. N. (2023) · doi:10.5194/egusphere-2022-1354-ac1
Self-citationBrandt, P. N. (2023) · doi:10.5194/egusphere-2022-1354-ac2
Self-citationGladskikh, D. S., Ostrovsky, L. A., Soustova, I. A., et al. (2024) · Springer proceedings in earth and environmental sciences · doi:10.1007/978-3-031-54589-4_17
Comment on egusphere-2024-2281
Bastin, S., Koldunov, A., Schütte, F., et al. (2024) · doi:10.5194/egusphere-2024-2281-rc1
Self-citationOn the Description of Turbulent Processes in the Ocean Boundary Layer Using LES and RANS Models
Gladskikh, D. S., & Mortikov, E. V. (2025) · Springer proceedings in earth and environmental sciences · doi:10.1007/978-3-031-88459-7_26
Bell, M. J., & Baker, J. (2025) · Journal of Climate · doi:10.1175/jcli-d-24-0100.1
Iyer, S., Hughes, K., & Moum, J. N. (2025) · Artificial Intelligence for the Earth Systems · doi:10.1175/aies-d-24-0093.1
Self-citationDynamics of turbulence in the field of nonlinear internal waves
Ostrovsky, L. A., Soustova, I. A., & Kuznetsova, A. (2025) · Journal of Nonlinear Waves · doi:10.1017/jnw.2025.10017
Observation‐Based Estimates of Vertical Velocity in the Tropical Upper Oceans
Tuchen, F. P., Foltz, G., Perez, R. C., & McPhaden, M. (2026) · Journal of Geophysical Research - Oceans · doi:10.1029/2025jc023435
Prakash, K. R., Harcourt, R. R., Mickett, J. B., et al. (2026) · Journal of Geophysical Research Oceans · doi:10.1029/2024jc022230
- Authors
- Moum, J. N., Hughes, K. G., Shroyer, E. L., Smyth, W. D., Cherian, D., Warner, S. J., Bourlès, B., Brandt, P., & Dengler, M.
- Affiliations
- Oregon State University (US)
- Office of Naval Research (US)
- NSF National Center for Atmospheric Research (US)
- Brandeis University (US)
- Institut de Recherche pour le Développement (FR)
- Christian-Albrechts-Universität zu Kiel (DE)
- GEOMAR Helmholtz Centre for Ocean Research Kiel (DE)
- Corresponding author
- Moum, James N.
- Venue
- Geophysical Research Letters
- Publisher
- American Geophysical Union (AGU)
- Published
- 2022-04-18
- Volume
- 49
- Issue
- 8
- ISSN
- 0094-8276 (ISSN-L)
- 1944-8007
- OpenAlex
- W4225984861
- Cited by
- 34
- References
- 31
- Citations by year
- 2026: 2 · 2025: 10 · 2024: 13 · 2023: 7 · 2022: 2
- FWCI
- 3.86
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Geophysical Research Letters (publishedVersion, cc-by-nc-nd)
- Helmholtz Centre for Ocean Research Kiel (GEOMAR) (acceptedVersion)
- Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea) (submittedVersion, other-oa)
- Zenodo (CERN European Organization for Nuclear Research) (submittedVersion, cc-by)
- Funders
- National Science Foundation (1256620, 1431518, 2048631, 1851520)
- Topics
- Physical Sciences › Earth and Planetary Sciences › Oceanography › Oceanographic and Atmospheric Processes
- Physical Sciences › Earth and Planetary Sciences › Oceanography › Ocean Waves and Remote Sensing
- Physical Sciences › Engineering › Computational Mechanics › Fluid Dynamics and Turbulent Flows
- Keywords
- Equatorial Undercurrent, cold tongue, equatorial Atlantic, equatorial Pacific, turbulence kinetic energy dissipation rate, diurnal cycle, mixed layer, wind stress, current shear, vertical profiles
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