Results from the enhanced TAO mooring at 0°, 110°W

Results from an enhanced TAO mooring at 0°, 110°W

The TAO mooring at 0°, 110°W was enhanced during Aug 97 through Feb 98 by adding miniature temperature recorders (MTRs) to resolve the near-surface profile with a vertical resolution of 5m (Fig 1). The instruments recorded values every 7.5 minutes. This was a pilot study to observe the details of mixed layer depth changes, thought to be a significant influence on the heat balance in this region. The plots show surface temperature and salinity, windspeed, rain rates, near-surface temperature difference (SST-T(5m)) and (satellite) OLR. As it turned out, the deployment occurred during the eastward advance of the 1997-98 El Niño into the east Pacific, which had a major impact on the surface ocean.

These figures show some preliminary results from these sensors. A major change in the surface conditions occurred at the beginning of December 1997 as the westerly wind anomalies reached this area and SST continued to warm (Fig 1). In general (Fig 2) the windspeed dropped by roughly a factor of two, while OLR fell from pre-event values of about 255 W/m2 to below 240 W/m2, a signature of the extensive convective cloudiness that covered this area. More than 2 meters of rain fell on the mooring during December-February.

In December 1997, the frequency content of surface salinity and near-surface temperature difference changed from relatively low variability at timescales less than a few weeks to a strong diurnal cycle (Fig 4 or 7). The negative near-surface vertical temperature gradients seen during episodes of low surface salinity (Fig 11) indicates the presence of shallow fresh pools and vertical salinity stratification. Note the high visual correlation (numbers along shortly) between high wind speed and low near-surface T gradient (Fig 2 or 3 to compare pre- and post-event variability and Fig 6 for detail of westerly wind/heavy rain period). Note the strong diurnal cycle of near-surface T gradient (Fig 8). All these aspects are reminiscent of conditions in the west Pacific warm pool, with one exception: at the time when the surface ocean was warmest, the thermocline shoaled to only 20m depth (Fig 1), far shallower than in the west. (It is worth noting that this timing and relation between SST and thermocline depth is similar to what happened in 1992 (Kessler and McPhaden, Fig 7)).

New main page
Primary paper figures
Secondary paper figures
Checking inversions page
Figure for MLD/Qsw/Z20/Windspeed comparison

The times shown here are UTC, 7.33 hours ahead of local time at 110°W (midnight UTC = 1640 local).

  1. Hourly vertical temperature time series   Full enhanced temperature data (z,t)

    Figures 2-7 show very similar information, differently packaged. These are the various near-surface measured quantities (SST, SST, Rain, Windspeed, Surface currents). Can't make up my mind!

  2. Near-surface influences during Sep 97-Feb 98 (5-day-average wind)
  3. Near-surface influences during Sep 97-Feb 98 (as above with just rain, no OLR)
  4. Near-surface influences during Sep 97-Feb 98 (as above with daily-average wind)
  5. Near-surface influences during Sep 97-Feb 98 (as above with daily-average sfc current)
  6. Near-surface influences during the Dec 97-Feb 98 (as above: detail of heavy rain period)
  7. Near-surface influences during the Aug 97-Feb 98 (6 separate panels)
  8. Near-surface influences during the Aug 97-Feb 98 (6 separate panels)(incl Z20)
  9. Near-surface influences during the Aug 97-Feb 98 (6 separate panels)(incl Z20+MLD)    (detail Dec 97-Feb 98)
  10. Near-surface influences during the Aug 97-Feb 98 (5 separate panels)

    Here are some more plots showing various details and comparisons of the near-surface terms.

  11. Hourly SST - T(5m) during Dec 97-Feb 98
  12. Hourly SSS and rain during Dec 97-Feb 98
  13. 3-day average rain and monthly-average SSS
  14. Hourly SST and SSS during Dec 97-Feb 98
  15. Hourly SST-T(5m) and SSS during Dec 97-Feb 98
  16. Hourly SST-T(5m), SSS and rain during Dec 97-Feb 98
  17. Rain rate and total accumulation during Dec 97-Feb 98
  18. SSS and MLD during Dec 97-Feb 98    Top 75m only
  19. Delta-SST during Sep-Oct 97

  20. SST, Temperature and Mixed Layer Depth (5-day RM)
  21. Temperature minus SST (5-day RM)
  22. Temperature minus SST (detail of upper 50m) (5-day RM) Temperature minus SST (with SSS)
  23. Inversion at 110°W? (Detail of hourly time series). (Detail for a few days in October)
  24. Temperature, SSS and MLD (5-day RM)
  25. Temperature, Windspeed and MLD (5-day RM)   Extended period from daily data
  26. Temperature, SSS, Windspeed and MLD (5-day RM)
  27. SST, SSS, Windspeed and MLD (5-day RM)
  28. Windspeed and MLD (5-day RM)    Windspeed and MLD (5-31 BP)    Coherence    Combined low and bandpass
  29. Windspeed comparison: what is due to 5DRM smoothed winds?
  30. Distribution of hourly windspeed
  31. Hourly and daily MLD
  32. Diurnal cycles of MLD in monthly bins
  33. Running RMS of MLD (full and high-pass)
  34. MLD at 6Am and 6PM
  35. High-pass amplitude of SST, DelSST, SSS, MLD, Z20, Windspeed    Same thing in 6 panels
  36. MLD deepening in November (detail)
  37. Winds and MLD during the big shoaling-deepening events of mid-Nov
  38. Amplitude of diurnal cycle of MLD by cdmod
  39. T(z) and MLD (Dec-Feb)    Detail last few days of Feb (compare CTD)
  40. Wind (zonal, meridional,speed) at 110°W. Overlay climatology    Show filling with 2°N and 2°S
  41. Winds at Eq, 2°N and 2°S, with climatologies: Zonal    Meridional    Windspeed   
  42. SST, Z20, MLD, winds and currents,   5-day running mean
  43. Xie-Arkin rainfall    1979-98    1996-97    Aug 97-Feb 98 (with TAO)
  44. Humidity
  45. Compare air-T and SST    Air-T minus SST    High-pass Air-T amplitude
  46. Compare avT in ML vs above Z20: Time series  Difference from SST

    Some SSS plots and salinity-related things:

  47. Variations during the active TIW period (Aug-Nov 1997): d(SST)/dt, d(SSS)/dt, V,   SST, SSS, QSW
  48. Correlation of SSS and T inversions
  49. QSW-SST-SSS Dec 97    Better label
  50. SSS, rain, windspeed, MLD, inversions (3 wide panels)    Verticals show inversion dates
  51. Surface SST, SSS, Sigma-t (scaled for equal effect) (Dec 97-Feb 98)    Verticals show inversion dates
  52. Surface SST, SSS, Sigma-t (scaled for equal effect) (Aug 97-Feb 98)    Linear trend removed
  53. Scatter diagram of surface SST, SSS, Sigma-t (scaled for equal effect) (Aug 97-Feb 98)    Linear trend removed
  54. Coherence of SST and SSS with Sigma-T (Aug 97-Feb 98)    Dec 97-Feb 98    Linear trend removed
  55. Coherence of SST vs SSS (Aug 97-Feb 98)
  56. Surface T/S
  57. Surface T/S over sigma-t
  58. Surface Delta-T vs S
  59. d(sigma)/dS, d(sigma)/dT

  60. Profile at 0°, 110°W on 1 Mar 1998    Scaled to equalize effect of T and S
  61. A few plots using CTDs to make zonal quasi-synoptic sections: The data used to make the two sections    SST    SSS

  62. SST, zonal wind and OLR along the equator.    Anomalies
  63. Zonal wind, Z20 and SST along the equator (96-98).    Anomalies

    Plots showing an extended period (May 1996-Feb 1997)

  64. SST, Z20 and Windspeed   Throw the currents in too, why dontcha?
  65. T(z) with MLD, SST and windspeed   Anomalies from annual cycle   Another version (better labels). Include climatologies
  66. T and u,v 31-day running mean (May 96-Feb 98)   Anomalies from climatology
  67. SST, surface u,v, winds during May 96-Feb 98   Climatological annual cycle removed   Just the climatological annual cycle
  68. Just like above but winds and currents shown as vectors: Obs   De-clim   Clim
  69. Just like above but 20°C depth overlaid!: Obs   De-clim   Clim
  70. Just like above but mixed layer depth overlaid too!: Obs   De-clim   Clim
  71. SST, Z20, MLD and windspeed line plot
  72. Zonal wind, Z20 and SST along the equator (96-98).    Anomalies
  73. Observations of SST, Z20, MLD, OLR, Winds and windspeed, Currents at 0°,110°W
    35 day running mean   25 day   15 day   10 day   5 day   (Add QSW: 35 day   25 day   15 day   10 day)
  74. Anomalies from the annual cycle of SST, Z20, MLD, OLR, Winds and windspeed, Currents at 0°,110°W
    35 day running mean   25 day   15 day   10 day   5 day   (Add QSW: 35 day   25 day   15 day   10 day)
Figures showing results from complex demodulation
  1. Example showing reconstruction of SST from C.D. diurnal cycle
  2. Amplitude of SST diurnal cycle
  3. Amplitude of SST diurnal cycle (overlaid SST)   (Overlaid windspeed)
  4. Amplitude of SST diurnal cycle during 1986-98   Overlay windspeed
  5. Phase of SST diurnal cycle
  6. Diurnal cycle as a function of depth (SST to 20m): Phase   Amplitude   Actual time series in Jan 98
  7. Period of SST diurnal cycle

  8. Example showing reconstruction of Del-SST from C.D. diurnal cycle (small amplitude)
  9. Another example (larger amplitude)
  10. Amplitude of Del-SST diurnal cycle
  11. Amplitude of Del-SST diurnal cycle with overlaid surface salinity   (overlaid Del-SST)   (overlaid windspeed)
  12. Phase of Del-SST diurnal cycle
  13. Windspeed and Del-SST HP AMPLITUDE    Coherence of windspeed with Del-SST HP AMPLITUDE

  14. Rain rate and amplitude of SSS diurnal cycle

  15. Use long-term hourly records at 110°W and 165°E:   Phase   Amplitude
Figures showing currents at 0°, 110°W
Currents are daily averages from VACMs. The "surface" currents are at 10m depth.
  1. 1980-97 annual cycle climatology of u and v
  2. SOI and u 90-day running mean anomalies (1980-98)
  3. SOI and v 90-day running mean anomalies (1980-98)
  4. u and v 5-day running mean (Aug 97-Feb 98)
  5. u and v 31-day running mean (Aug 97-Feb 98)
  6. u and v 31-day running mean (anomalies from climatology) (Aug 97-Feb 98)
  7. 5-day running mean T and U during 97-Feb 98
  8. T and u,v 5-day running mean (Aug 97-Feb 98)
  9. T and u,v 5-day running mean (anomalies from climatology) (Aug 97-Feb 98)
  10. Like above plots but 31-day running mean over May 96-Feb 98   Anomalies from climatology

    Currents from ADCP. Include deeper than 80m.

  11. u and v 5-day running mean (Aug 97-Feb 98)
  12. u and v 31-day running mean (Aug 97-Feb 98)
  13. u and v 31-day running mean anomalies from (ADCP) climatology(Aug 97-Feb 98)

    Compare ADCP and VACM current during the overlap period (1991-97).

  14. Zonal    Meridional
Stuff related to zonal/meridional advection during Aug 97 - Feb 98
  1. SST at 125°W, 110°W, 95°W
  2. Zonal advection terms at 110°W
  3. Zonal advection comparison at 110°W

  4. SST at 110°W, 2°N, 0°, 2°S
  5. Meridional advection terms at 0°, 110°W
  6. Meridional advection comparison at 0°, 110°W (centered 2°N-2°S derivative)
  7. Compare vdT/dy using upstream or centered differencing
  8. Meridional advection comparison at 0°, 110°W (upstream differencing)

  9. Annual cycle advection terms at 0°, 110°W
  10. Advection terms at 0°, 110°W (31-day RM, Full and de-clim)   Extend plot back to Nov 96
  11. Advection terms at 0°, 110°W (5-day RM)
Some checks on the hourly data.
Note that time in these plots is UTC (midnight UTC = 1640 local).

According to our expert in these things (Paul Freitag) the differences are probably due to the different SST sensors and their sampling rate. SST1 is a spot sample every 10 minutes, with the time stamp at the end of the hour, e.g., the value marked, say, 1500, is the mean of those at 1410, 1420, 1430, 1440, 1450 and 1500. SST2 is a spot sample every 7.5 min, with the time stamp at the beginning of the hour, e.g., the value marked 1500 is the mean of those at 1500, 1507, 1515,...1552.

The SWR diurnal difference is due to timing. The two time series are from the same sensor. In the em5b.wnd file, the sample marked 1500 is from measurments at 1417-1423, 1437-1443, and 1457-1503. In em5h.rad, 1500 is from 1457-1503, 1517-1523, and 1537-1543.

  1. Difference between SST from em5b.wnd and em5h.001
  2. Difference between SW radiation from em5b.wnd and em5h.rad
  3. Difference between SW radiation from em5b.wnd and em5h.rad with 40-minute timeshift
More to follow ...