QUANTIFYING VERTICAL FLUXES FROM TURBULENCE IN THE OCEAN

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    QUANTIFYING VERTICAL FLUXES FROM TURBULENCE
                   IN THE OCEAN

                                                                     By J.N. Moum



TURBULENCE         REPRESENTS the smallest           numerical models, in which physical pro-               tions to scales of a few millimeters or of
scales of the oceanic flowfield, ranging             cesses on scales smaller than can be re-               velocity fluctuations to scales of a few
from the order of 1 mm diffusive scales              solved by the m o d e l - - t y p i c a l l y on the   centimeters. Another estimate, based on
to eddy scales on the order of 1 m in the            order of I00 m vertically and l0 km hor-               a mixing length analogy, uses informa-
thermocline, to 10 m in the wind-mixed               izontally-are simply parameterized. The                tion about the energy-containing eddies
upper ocean, and to 100 m in the most                parameterized physics includes turbu-                  of the turbulence (Moum, 1996a), which
energetic tidal mixing or convectively               lence.                                                 in the main thermocline requires resolu-
mixing flows. Although models of the                     The only direct measure of the vertical            tion of velocity fluctuations at ~10 cm
general circulation cannot possibly re-              fluxes due to turbulence comes from ob-                scale. It should be emphasized that these
solve the scales of turbulence, its effects          servations of the temporal changes in ver-             microstructure flux estimates are n o t flux
must be accounted for. This is because               tical distributions of scalar variables. For           measurements. The assumptions leading
turbulence is the primary agent for irre-            example, the change in the center of mass              to these flux estimates are fraught with
versibly mixing mass, heat, nutrients and            of a stratified fluid exposed only to turbu-           uncertainty.
other scalar properties important to the             lence-enhanced mixing represents the                      In the Reynolds-averaged equations,
ocean's stratification, to its lifeforms, and        system's gain in potential energy. The                 the vertical flux of a scalar C is the aver-
to its ability to rid itself of pollutants. By       fact that other processes move density                 age value of the correlation between the
stretching material surfaces, turbulence             surfaces vertically in the ocean (and yet              vertical velocity fluctuation and the scalar
acts to enhance concentration gradients              do not result in irreversible energy trans-            fluctuation, <w'C'>. This is referred to as
so that molecular diffusion can proceed              fer), makes this measurement difficult.                the eddy-correlation flux. It has been
rapidly enough to play a role in the large-          What we specifically want to know is the               measured by the atmospheric boundary
scale, irreversible redistribution of prop-          scalar flux across density surfaces, that is           layer community since the 1950s, and is
erties.                                              the diapycnal flux (I use the term vertical            now measured using commercially avail-
    Because the ocean is stably stratified,          flux here as a general approximation). A               able instrumentation. Such measurements
the largest property gradients are in the            means to determine the scalar flux across              produced classical results in the 1960s,
vertical direction. The biggest effect of            density surfaces has been devised by                   for example, in the Kansas experiment
turbulence is to enhance vertical fluxes of          Ledwell e t al. (1993), who injected dye               (Haugen et al., 1971). Only in the 1990s
properties. It is critical that we quantify          on a density surface in the thermocline                have we seen equivalent types of eddy-
these vertical fluxes. This has been at-             and observed its spreading over periods                correlation measurements in the ocean
tempted from indirect inferences based               of a year or so. Although a measure of                 made by a few groups using homemade
on the large-scale flowfield, from mea-              the end result of the turbulence is ob-                instrumentation. This lag in oceanic flux
surements of the end effects of turbu-               tained, this method does not directly                  measurements is due to the difficulties of
lence-enhanced diffusion and from direct             measure the properties of the turbulence               making such measurements in the ocean
observations of properties of the turbu-             itself, nor does it tell us about the specific         (including platform motion, internal wave
lence itself.                                        processes involved.                                    contamination and small signal levels)
    Vertical fluxes may be inferred from                 Indirect estimates of vertical fluxes              and to the fact that the smaller scales of
the larger scale circulation's need to               come from direct measurements of some                  oceanic turbulence dictate finer measure-
make ends meet (Garrett, 1994). Large-               properties of the turbulence (or in ocean-             merit resolution.
scale budget equations consistently re-              ographer's parlance, microstructure).
quire more turbulent mixing in the main              These include flux estimates based on                  Complexity of Small-Scale Flowfields
thermocline and below than has been ob-              measurement of the temperature variance                    Although it will be beyond our abili-
served (Munk, 1966). So do large-scale               dissipation rate, X (Osborn and Cox,                   ties for the foreseeable future to image
                                                     1972), estimates based on the turbulent                the flowfield on all of the scales of mo-
                                                     kinetic energy dissipation rate, e (Os-                tion, in time and three spatial dimensions,
     J.N. Mourn. College of Oceanic and Atmo-
                                                     born, 1980), and conservation equation                 we can gain an appreciation for the rich-
spheric Sciences, Oregon State University. Corval-   balances. The dissipation estimates re-                ness of the small-scale flowfield from nu-
lis, OR 97331, USA.                                  quire resolution of temperature fluctua-               merical simulations, even though numeri-


OCEANOGRAPHY'VoI. 10, No. 3"1997                                                                                                                    111
cal simulations are limited by finite com-                       w    Im s -1)                                                                                                                               0.08
puter memory in the range of scales they                 0




                                                                                                                                                                                                  I
                                                                                                                                                                                                             0.04
can resolve. Fully resolved simulations,        ~-~     20
                                                                                                                                                                                                             0.02
termed direct numerical simulations             "~      40                                                                                                                                                   0.00
(DNS), require resolution of the smallest
                                                                                                                                                                                                            -0.02
scales of the flowfield. This puts an upper
                                                ~       80                                                                                                                                                  -0.04
limit on the size of scales that can be re-
                                                                                                                                                                                                            -0.08
solved. Current computing capabilities                  100
permit full resolution of only - 1 0 - c m
thick patches of turbulence representative                           T (°c)
                                                                                                                                                                                                            29.0
                                                          o
of the smallest turbulent events in the




                                                                                                                                                                                                  i
                                                ,-.,,    20                                                                                                                                                 28.0
ocean thermocline (Moum, 1996a). An
alternative is large eddy simulation            "~"      40                                                                                                                                                 27.0
(LES), designed to resolve the energy-                   80
containing eddies of the flow, but also to
                                                ~        80
parameterize the smallest scales of the
                                                        100
turbulence that actually accomplish the
irreversible mixing.                                             loe,,Je]          (W ke - t )
     A sample LES intended to represent                      0
the response of the upper ocean in the
                                                --.      20
western equatorial Pacific to a westerly
                                                "--"     40
 wind burst indicates the range of scales
excited (E.D. Skyllingstad, W.D.                         80
 Smyth, J.N. Moum and H. Wijesekera,
 unpublished). Shown is a two-dimen-
 sional slice at one point in time of a
                                                         0o

                                                        100
                                                                 0            40         80      120      160       200        240              280                3:~0           ~ou
                                                                                                                                                                                                  --0
 three-dimensional, temporally varying                                                                 Zonal    Distance      (m)

 flowfield. The domain is 384 m × 384
 m horizontally and 96 m vertically, with        Fig. I: Depth-zonal section of vertical velocity, w, temperature, T, and log e, from a
 a uniform grid spacing of 1.5 m and time        large eddy simulation of the upper ocean's response to a westerly wind burst in the
 step of 1.2 s.                                  western equatorial Pacific. Initial conditions and surface forcing were derived from ob-
     The subsample of simulated data in          servations taken during the Coupled Ocean Atmosphere Response Experiment
 Figure 1 shows vertical velocity, w, tem-       (COARE), from E.D. Skyllingstad, W.D. Smyth, J.N. Moum and H. Wijesekera (unpub-
 perature, T, and e. The length scales evi-      lished).
 dent in w range from a few meters to the
 depth of the boundary layer. In the
 ocean, the best in situ observation we         layers (especially in the atmosphere)                                      events simultaneously taking place at the
 could make of this field would either          where the energy-containing scales are                                     two closely spaced locations. Note that the
 trace a single vertical, or perhaps hori-      of the order of the boundary layer thick-                                  spacing between the two ships is not that
 zontal line. Such observations are blind        nCSS.                                                                     much greater than the horizontal extent of
 to the flowfield 1 m to either side. For            Another view of the complexity of the                                 the simulation shown in Figure 1.
 operational reasons, it is not possible to      small-scale flowfield comes from observa-
 repeat vertical profiles to 100 m depth         tions. During the Tropical Instability
 until at best five min, or 250 time steps       Wave Experiment in fall 1991, two ships
 later. Looking closely at the section of T,     maintained station within several kilome-                                                    • APtJUW ,,. A M P            ~ o                    • "       lJ
                                                                                                                                         •"               ~                             ~         '~-        ;o~,
 one can see what appears to be an over-         ters of each other for a period of 3.5 days
 turning wave 20 m into the section at 70        (Mourn et al., 1995). Approximately 1,000
  m depth. This feature is suggestive of a       turbulence profiles were made and c(z)
  Kelvin-Helmholtz billow, the form of in-       computed for each. Time series of 5-m                                                              o           8~                            o         ]

  stability associated with stratified shear     vertical averages centered at 50 m depth,                                   10-10
                                                                                                                                 325.5        326       326,5        327      327,5     328        32B5
                                                                                                                                                                                                        J
                                                                                                                                                                                                                    329

  flow. The billow appears at the base of        well below the mixed layer at that time,                                                                            year~iay 1991

  the mixed layer, where the fluid is suffi-     indicate that the long-term trends, domi-
  ciently stratified that the energy-contain-    nated by daily variations, are duplicated in                              Fig. 2: Time series of e at 50 m depth
  ing scales of the turbulence are not well      records from each data set (Fig. 2). Mean                                 made by two different groups from verti-
  resolved by the LES. A fundamental lim-        profiles over the 3.5-day period agree                                    cal profilers on two separate ships lo-
  itation of LES is its inability to resolve     within confidence limits, but daily aver-                                 cated within a few km of each other.
  the smaller energy-containing scales in        ages do not. The lack of agreement on                                     OSU, Oregon State University using
  stratified flows. This limitation has re-      daily time scales results from variations of                              their profiler Chameleon; APL/UW, Ap-
  stricted the use of LES in strongly strati-    several orders of magnitude in E and sev-                                 plied Physics Lab~University of Washing-
  fied flows, although it has been widely        eral hours in duration that can be seen in                                ton using their profiler AMP. From
  used in studies of convecting boundary         Figure 2. This indicates very different                                   Moum et al. (1995).


1 12                                                                                                                                                OCEANOGRAPHY'VoI. 10, NO. 3°1997
What Do Large-Scale Flow Modelers              from microstructure data obtained in the        able estimate of net flux requires averag-
Want from Us?                                  thermocline over the past 20 years. It also     ing many down- and counter-gradient in-
   As indicated by the two examples dis-       agrees with microstructure estimates of         stantaneous values.
cussed above, insufficient resolution of       K v made during the NATRE experiment                In a stratified fluid, we usually find
the space and time variability of the          itself, but is about 10 times smaller than      turbulent patches much greater in hori-
small-scale flowfield will continue to         that inferred from large-scale budgets and      zontal extent than vertical. This means
haunt our interpretations of measure-          numerical models. Such a small value of         that a longer record is obtained from a
ments for the foreseeable future. How          K, strongly suggests that most mixing in        horizontal pass through a patch than from
can we make a reasonable contribution to       the upper part of the thermocline does          a vertical pass. We therefore expect to
the problem confronted by large-scale          not happen in situ but occurs while fluid       obtain more degrees of freedom and
flow modelers? Modelers require an esti-       is in contact with the surface, after which     smaller confidence limits in the estimates
mate of fluxes of properties across their      it is stirred along sloping density surfaces    made from data obtained in each patch
grid cells due to processes occuring at        (Garrett, 1993).                                from horizontal tows. However, in the
scales smaller than their grid size. These         What we learn from tracer release ex-       thermocline, where turbulence occurs in-
fluxes are usually parameterized by the        periments is the average rate of mixing         termittently, fewer patches per unit length
product of a turbulent diffusion coeffi-       between two endpoints in time over a re-        of record will be sampled by horizontal
cient and a property gradient. In many in-     gion many times larger than individual          tows. More important, it is the vertical
stances, large-scale modelers can do           mixing events. What we do not learn is          divergence of the flux that we really want
nothing about the physics at scales            how this mixing was achieved, nor even          to know, so there is good reason to try to
smaller than their model's grid size other     how it evolved between the two end-             make sense of eddy-correlation measure-
than to assign a value to a turbulent dif-     points. Consequently, we can only guess         ments obtained from vertical profiles.
fusion coefficient. This value may be var-     at the processes responsible for the mix-           An example of a vertical profile of
ied from grid cell to grid cell and in time,   ing. In light of atmospheric and oceanic        eddy-correlation flux measurement
according to some specified parameteri-        variability on decadal and longer time          comes from about the same depth as the
zation. But it remains an oversimplifica-      scales, we require a better understanding       horizontal tow shown in Figure 3, but
tion of the real physics that will include,    of the physics responsible for the mixing        1,000 nautical miles off northern Califor-
as well as the three-dimensional turbu-        so that we can have better predictive ca-       nia (Fig. 4, from Mourn, 1996b). Tem-
lence, Langmuir circulations near the sur-     pabilities. A first attempt at this, at least   perature and vertical velocity fluctuations
face, internal gravity waves propagating       in the thermocline, is the internal wave        are about the same magnitude as those
throughout the volume, surface waves           scaling first proposed by Gregg (1989)          shown in Figure 3. The length of record
breaking at the free surface, and shear in-    and since revised by others.                    through the patch is ~10 times smaller,
stability in the interior of the fluid, to                                                     however, so confidence limits are consid-
name a few of the physical processes we        Eddy-Correlation Measurements                   erably larger.
recognize.                                         In the past few years, several groups           Typical signal levels obtained from
   It seems likely that current choices of     have found ways to measure eddy-corre-          aircraft flying through the atmospheric
subgrid scale parameterization range           lation fluxes from horizontal tows (Ya-         boundary layer over the ocean are on the
from bad to worse. A reasonable goal for       mazaki and Osborn, 1993: Fleury and             order of 1°K temperature fluctuation and
the investigators of small-scale ocean         Lueck, 1994; Gargett and Mourn, 1995).           1 ms'      vertical velocity fluctuation
physics is to gain an understanding that is    These measurements are akin to those ob-        (Friehe, 1986). The comparatively
at least sufficient to avoid the worst         tained by flying through the atmospheric        smaller signals in the ocean thermocline
choices.                                       boundary layer with a rack of probes            highlight one of the difficulties in making
                                               mounted on the nose of an aircraft. Fig-        these measurements.
Examples of Flux Measurements                  ure 3 shows an example of such a record
   Examples of flux measurements using         derived from a vehicle towed behind a
very different methods give us quite dif-      ship at speeds of 0.7-1.5 m s ' at 4 0 0 m
ferent insights.                               depth east of Barbados (Fleury and
                                                                                                  00~
                                               Lueck, 1994). Temperature fluctuations             OO8

Tracer Releases                                are on the order of 0.01°K, and vertical           016 ~.. I ,                                                         Cgl

                                                                                                        0   5   In   15 20 25 3C 3S 40 45 SO 55 60 55       so   75
    A direct measure of the vertical (really   velocity fluctuations are several m m s '.
diapycnal) flux is obtained by observing       Their product is the instantaneous eddy-
the spreading of a purposely introduced        correlation heat flux, w ' 0 ' . Along this
artificial tracer. This has been done in       tow, instantaneous values of w ' 0 ' may
several locations by Jim Ledwell and           have either sign, positive values repre-
                                                                                                        0   5   10   15 2O 25   30   35 4O 45 5O 55   an ,~b ~c 75
coworkers and has provided a very im-          senting restratification of displaced fluid
portant result in the North Atlantic Tracer    parcels, and negative values representing
Release Experiment (NATRE; Ledwell et          down-gradient transport, that is, either        Fig. 3: Nearly horicontal space series o[
al., 1993). The rate of vertical spreading     downward transport of warm fluid or up-         fluctuations of temperature, ~'. vertical
can be interpreted in terms of an eddy         ward transport of cool fluid. Down-gradi-        velocity, w ', attd their product w 'H'. The
diffusion coefficient, Kv. The estimate of     ent transport increases system potential        series qf R' attd w ' have been highpass
K, from NATRE o f - 1 0 ~ m e s ' at 300 m     energy by moving mass upward. This              filtered at 0.5 cpm. From Fleurv and
depth appears to confirm estimates of K v      must be the end result of mixing. A reli-       Lueck (1994).


OCEANOGRAPHY'Vo[.10, No. 3"1997                                                                                                                                             II 3
          e~
               o['c 1
                 e ~ 6s6
                                                      w (m~s]
                                                -0006 O000 0006                          range of scales excited by turbulence in                                                                     rectly proportional to the computational
                                                                                         tidal channels ranges from the order of                                                                      m e m o r y requirement for simulations.
    ae~                                                                                   100 m to diffusive scales of sub-millime-                                                                   Present and 1987 capabilities are noted at
                                                                                         ter s i z e - - a range of over 5 orders of                                                                  the bottom right of Figure 5, and the
    354
                                                                                         magnitude. The large range in scales                                                                         shaded region denotes present capabilities
g                                                                                        makes such a flowfield impossible to rep-                                                                    in e - N space. Although flowfields can-
                                                                                         resent with current computing power.                                                                         not be represented, and only a single tur-
    as~
                                                                                            However, in weaker, more stratified                                                                       bulent patch can be simulated, it is now
                                                                          4;             flows, such as the weakest cases typical                                                                     possible to observe the complete life
    a~
                                                                                         of the deep ocean, where L o - 0.1 m and                                                                     cycle, growth through decay, of turbu-
                                                                                         diffusive scales for T are approximately                                                                     lence representative of the weakest cases
    a~
                           -ool oo[¢J~l   OOl                     .o.ool oooo o o m      0.001 m, it becomes feasible to represent                                                                    observed in the abyss and thermocline.
                                                                     ~o" ,,,;o ['c nu4
                                                                                         turbulent patches with Pr = 7. Although                                                                      One way these simulations are being used
                                                                                         typically turbulence simulations are run                                                                     is to test the representativeness of our
Fig. 4: Vertical profiles o f O (instanta-
                                                                                         with Pr = 1, which is correct for air, there                                                                 limited ability to sample the smallest
neous, solid; reordered, dashed), temper-
                                                                                         is reason to believe that physical misin-                                                                    scales within the context of a fully re-
ature fluctuation, R' (the difference be-                                                terpretations can result if the correct Pr is                                                                solved three-dimensional temporally
tween the two d curves), w ; and w ' ~ .
                                                                                         not used for seawater (W. Smyth, per-                                                                        varying turbulence.
From Mourn (1996b).                                                                                                                                                                                      At the present rate of increase of com-
                                                                                         sonal communication). At present, it is
                                                                                         not possible to consider the small salinity                                                                  puting power, extrapolated from the two
Prospects for Understanding                                                              scales, because Sc is so large.                                                                              data points in Figure 5, it is clear that we
Small-Scale Flowfields                                                                      The ratio of energy-containing length                                                                     should not expect to see representative
    One way to summarize what types of                                                   scale to diffusive length scale is                                                                           simulations of all the scales of turbulent
small-scale flowfields have been sampled                                                 (dvNe)l'C The cube of this quantity is di-                                                                   patches even in the thermocline, within
in the ocean and what range of scales is                                                                                                                                                              our careers. Probably the way we are
involved in the turbulence is a plot of log                                                                                                                                                           going to learn more about the small-scale
e versus log N (Fig. 5). The scales of the
                                                                                                          .   .    .    .            =          .   .       .        .

                                                                                                                                                                                                      flowfields is to obtain better and more
turbulence in a stratified fluid range from                                                                                                 Strmt of Gibraltar
                                                                                                                                              hydrauhc ~ump                                           comprehensive measurements, especially
                                                                                              lO-4                        tidal channel   (Wesson&Gregg '94}
the energy-containing scale, set by buoy-                                                                               LGargett&Moum 'ctSi                                      d,ffuslv,, ~calos    those including the role of the initial in-
ancy forces in stratified turbulence as Lo                                                                        ~,~                                           ~.          -- velocity    0 6 mm
                                                                                                                                                                               lemperature 0 2 mm
                                                                                                                                                                                                      stability in creating the turbulence.
                                                                                                                                                        ~                      sahmlV      0 02 m~r
= (tiN b*'-" (dashed lines rising to the right
                                                                                              lO 4            ~:                                                           L
in Fig. 5) to the diffusive scale (vD'-/e) ''~                                           %                                 wtnd mixed layers
                                                                                                                        (Lombardo&Gregg '89)
                                                                                                                                                             [
                                                                                                                                                             i                                        Acknowledgements
                                                                                                           convectlvely                     upper equatorlaJ                ~ 1997
(horizontal dashed lines in Fig. 5). Here,                                                                 mlxedtayers
                                                                                                      [Shay&Gregg '86, shelf bottom
                                                                                                                                               thermOclme
                                                                                                                                              IMoum etal '89~
                                                                                                                                                                                   g}
                                                                                                                                                                             ~/1~ h,        18
                                                                                                                                                                                                         Doug Caldwell, Ann Gargett, Rolf
                                                                                                      Anls&Moum'941 boundary laver                           t
N is the b u o y a n c y frequency, v is the                                                                            (Dewey oral'88)                      '              ~ 1987                    Lueck, Jonathan Nash and Bill Smyth all
                                                                                                                                    polar pycn~hne           [               ~/l~ hi~) 3
kinematic viscosity and D is replaced by                                                 o    10 4                                  over topography
                                                                                                                                  (W~jesekera etal'93)
                                                                                                                            mare thermochne
                                                                                                                                                                                                      contributed thoughtful comments on early
either v for velocity, or by the molecular                                                                                 (Gregg '89, Moum '96)             [
                                                                                                                                                                                                      drafts of this paper. Thanks to Roll Lueck
                                                                                                                            near abyssal slopes                                  letupetalure 2 mm
diffusivity for temperature, D T, or salin-                                                                                  (Tool~ oral '94)   ~.                               salinity     02 mm
                                                                                                                                                                                                      for providing a copy of Figure 3 and to
ity, D s. This means that scalars such as                                                    10 - m                          abyssal ocean
                                                                                                                                                            DNS
                                                                                                                                                                                                      Ann Gargett for a well-organized 1997
                                                                                                                             (Toole etal '94)
temperature and salinity vary on length                                                                                                                                                               TOS session in Seattle.
scales smaller than the smallest length                                                                       10 -4              10 ~3              10 -2                10 -1
scales of velocity variations by a factor                                                                                      log N[s-1]                                                             References
L,~qo~,,:/L,~, = v ~ .      In seawater, the                                                                                                                                                          Anis, A. and J.N. Mourn, 1994: Prescriptions fl)r
Prandtl number, Pr = v/D r = 7 and                                                       Fig. 5: Log-log plot of turbulent kinetic                                                                            heat flux and entrainment rate in the upper
                                                                                                                                                                                                              ocean during convection. J. Phys. Oceanogr.,
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                                                                                                                                                                                                               143 172.
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                                                                                                                                                                                                      Fleury, M. and R.G. Lueck, 1994: Direct heat flux
be representative rather than inclusive. In                                              lines sloping up to the right and is plot-                                                                           estimates using a towed vehicle. J. Phys.
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OCE4NOGRAPHY*VoI. 10. No. 3*1997                                                                                                                           1 15

						
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