To illustrate the sensitivity of the gas transfer velocity and thus the sea-air
  CO flux to wind
  speed, we have estimated the regional and global net sea-air CO
 flux to wind
  speed, we have estimated the regional and global net sea-air CO fluxes
  using two different formulations for the CO
 fluxes
  using two different formulations for the CO gas
  transfer coefficient across the sea-air interface: the quadratic U
 gas
  transfer coefficient across the sea-air interface: the quadratic U dependence
  of W-92 and the cubic U
 dependence
  of W-92 and the cubic U dependence
  of W&M-99. In addition, we have demonstrated the effects of wind-speed
  fields on the computed sea-air CO
 dependence
  of W&M-99. In addition, we have demonstrated the effects of wind-speed
  fields on the computed sea-air CO flux
  using the National Center for Environmental Prediction (NCEP)-41 mean monthly
  wind speed and the NCEP-1995 mean monthly wind speed distributions over 4° × 5° pixel
  areas.
 flux
  using the National Center for Environmental Prediction (NCEP)-41 mean monthly
  wind speed and the NCEP-1995 mean monthly wind speed distributions over 4° × 5° pixel
  areas.
In Table 2 the fluxes computed using the
  W-92 and the NCEP/National Center for Atmospheric Research (NCAR) 41-year mean
  wind are listed in the first row for each grouping in column one (for latitudinal
  bands, oceanic regions and regional flux). The column "Errors in Flux" located
  at the extreme right of Table 2 lists the
  deviations from the mean flux that have been determined by adding or subtracting
  one standard deviation of the wind speed (about ±2 m sec on
  the global average) from the mean monthly wind speed in each pixel area. These
  changes in wind speeds affect the regional and global flux values by about ±25%.
  The fluxes computed using the single year mean wind speed data for 1995 are
  listed in the second line in each column one grouping in the table.
 on
  the global average) from the mean monthly wind speed in each pixel area. These
  changes in wind speeds affect the regional and global flux values by about ±25%.
  The fluxes computed using the single year mean wind speed data for 1995 are
  listed in the second line in each column one grouping in the table.
The global ocean uptake estimated using the W-92 and the NCEP 41-yr mean wind
  speeds is –2.2 ± 0.4 Pg C yr .
  This is consistent with the ocean uptake flux of –2.0 ± 0.6 Pg
  C yr
.
  This is consistent with the ocean uptake flux of –2.0 ± 0.6 Pg
  C yr during
  the 1990s (Keeling
  et al., 1996; Battle
  et al., 2000) estimated from observed changes in the atmospheric CO
 during
  the 1990s (Keeling
  et al., 1996; Battle
  et al., 2000) estimated from observed changes in the atmospheric CO and
  oxygen variations.
 and
  oxygen variations.
The wind speeds for 1995 are much lower than the 41-year mean in the northern
  hemisphere and higher over the Southern Ocean. Accordingly, the northern ocean
  uptake of CO is
  weaker than the climatological mean, and the Southern Ocean uptake is stronger.
  The global mean ocean uptake flux of 1.8 Pg C yr
 is
  weaker than the climatological mean, and the Southern Ocean uptake is stronger.
  The global mean ocean uptake flux of 1.8 Pg C yr using
  the NCEP-1995 winds is about 18% below the climatological mean of 2.2 Pg C
  yr
 using
  the NCEP-1995 winds is about 18% below the climatological mean of 2.2 Pg C
  yr ,
  but it is within the ±25% error estimated from the standard deviation
  of the 41-yr mean wind speed data.
,
  but it is within the ±25% error estimated from the standard deviation
  of the 41-yr mean wind speed data.
When the cubic wind speed dependence (W&M-99) is used, the CO fluxes
  in higher latitude areas with strong winds are increased by about 50%, as are
  the errors associated with wind speed variability. The global ocean uptake
  flux computed with the 41-year mean wind speed data and the NCEP-1995 wind
  data is 3.7 Pg C yr
 fluxes
  in higher latitude areas with strong winds are increased by about 50%, as are
  the errors associated with wind speed variability. The global ocean uptake
  flux computed with the 41-year mean wind speed data and the NCEP-1995 wind
  data is 3.7 Pg C yr and
  3.0 Pg C yr
 and
  3.0 Pg C yr respectively,
  an increase of about 70% over the fluxes computed from the W-92 dependence.
  These flux values are significantly greater than the flux based on atmospheric
  CO
 respectively,
  an increase of about 70% over the fluxes computed from the W-92 dependence.
  These flux values are significantly greater than the flux based on atmospheric
  CO and oxygen
  data (Keeling
  et al., 1996; Battle
  et al., 2000). However, the relative magnitudes of CO
 and oxygen
  data (Keeling
  et al., 1996; Battle
  et al., 2000). However, the relative magnitudes of CO uptake
  by ocean basins (shown in % in the regional flux grouping in the last four
  rows of Table 2) remain nearly unaffected
  by the choice of the wind-speed dependence of the gas transfer velocity.
 uptake
  by ocean basins (shown in % in the regional flux grouping in the last four
  rows of Table 2) remain nearly unaffected
  by the choice of the wind-speed dependence of the gas transfer velocity.
The distribution of winds can also influence the calculated gas transfer velocity.
  This is because of the nonlinear dependence of gas exchange with wind speed;
  long-term average winds underestimate flux especially for strongly non-linear
  dependencies. To avoid this bias, the relationships are adjusted by assuming
  that the global average wind speed is well represented by a Rayleigh distribution
  function. As noted by Wanninkhof
  et al. (2001), this overestimates the flux. A more appropriate way
  to deal with the issue of wind speed variability is to use short-term winds.
  If the NCEP 6-hour wind products are used, the global flux computed using the
  W&M-99 cubic wind-speed formulation decreases from 3.7 to 3.0
  Pg C yr for
  the NCEP 41-year winds and from 3.0 to 2.3 Pg C yr
 for
  the NCEP 41-year winds and from 3.0 to 2.3 Pg C yr for
  the NCEP 1995 wind data.
 for
  the NCEP 1995 wind data.
The relative importance of the major ocean basins in the ocean uptake of CO may
  be assessed on the basis of the CO
 may
  be assessed on the basis of the CO fluxes
  obtained from our pCO
 fluxes
  obtained from our pCO data
  and W-92 gas transfer velocity (Table 2 and Figure
  6). The Atlantic Ocean as a whole, which has 23.5% of the global ocean
  area, is the region with the strongest net CO
 data
  and W-92 gas transfer velocity (Table 2 and Figure
  6). The Atlantic Ocean as a whole, which has 23.5% of the global ocean
  area, is the region with the strongest net CO uptake
  (41%). The high-latitude northern North Atlantic, including the Greenland,
  Iceland and Norwegian seas, is responsible for a substantial amount of this
  CO
 uptake
  (41%). The high-latitude northern North Atlantic, including the Greenland,
  Iceland and Norwegian seas, is responsible for a substantial amount of this
  CO uptake while
  representing only 5% of the global ocean in area. This reflects a combination
  of two factors: the intense summertime primary production and the low CO
 uptake while
  representing only 5% of the global ocean in area. This reflects a combination
  of two factors: the intense summertime primary production and the low CO concentrations
  in subsurface waters associated with recent ventilation of North Atlantic subsurface
  waters. The Pacific Ocean as a whole takes up the smallest amount of CO
 concentrations
  in subsurface waters associated with recent ventilation of North Atlantic subsurface
  waters. The Pacific Ocean as a whole takes up the smallest amount of CO (18%
  of the total) in spite of its size (49% of the total ocean area). This is because
  mid-latitude uptake (about 1.1 Pg C yr
 (18%
  of the total) in spite of its size (49% of the total ocean area). This is because
  mid-latitude uptake (about 1.1 Pg C yr )
  is almost compensated for by the large equatorial release of about 0.7 Pg C
  yr
)
  is almost compensated for by the large equatorial release of about 0.7 Pg C
  yr .
  If the equatorial flux were totally eliminated, as during very strong El Niño
  conditions, the Pacific would take up CO
.
  If the equatorial flux were totally eliminated, as during very strong El Niño
  conditions, the Pacific would take up CO to
  an extent comparable to the entire North and South Atlantic Ocean. The southern
  Indian Ocean is a region of strong uptake in spite of its small area (15% of
  the total). This may be attributed primarily to the cooling of tropical waters
  flowing southward in the western South Indian Ocean.
 to
  an extent comparable to the entire North and South Atlantic Ocean. The southern
  Indian Ocean is a region of strong uptake in spite of its small area (15% of
  the total). This may be attributed primarily to the cooling of tropical waters
  flowing southward in the western South Indian Ocean.
Figure 6. Distribution of the climatological mean annual sea-air CO flux
    (moles CO
 flux
    (moles CO m
 m yr
 yr )
    for the reference year 1995 representing non-El Niño conditions. This
    has been computed using the mean monthly distribution of sea-air pCO
)
    for the reference year 1995 representing non-El Niño conditions. This
    has been computed using the mean monthly distribution of sea-air pCO difference,
    the climatological NCEP 41-year mean wind speed and the wind-speed dependence
    of the CO
 difference,
    the climatological NCEP 41-year mean wind speed and the wind-speed dependence
    of the CO gas
    transfer velocity of Wanninkhof
    (1992). The yellow-red colors indicate a region characterized by a net
    release of CO
 gas
    transfer velocity of Wanninkhof
    (1992). The yellow-red colors indicate a region characterized by a net
    release of CO to
    the atmosphere, and the blue-purple colors indicate a region with a net uptake
    of CO
 to
    the atmosphere, and the blue-purple colors indicate a region with a net uptake
    of CO from
    the atmosphere. This map yields an annual oceanic uptake flux for CO
 from
    the atmosphere. This map yields an annual oceanic uptake flux for CO of
    2.2 ± 0.4 Pg C yr
 of
    2.2 ± 0.4 Pg C yr .
.
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