Sediment trap data including biogenic particle fluxes from U.S. JGOFS sediment trap deployments in the North Atlantic in 1989 (U.S. JGOFS NABE project)

Website: https://www.bco-dmo.org/dataset/2598
Version: June 7, 1995
Version Date: 1995-06-07

Project
» U.S. JGOFS North Atlantic Bloom Experiment (NABE)

Program
» U.S. Joint Global Ocean Flux Study (U.S. JGOFS)
ContributorsAffiliationRole
Honjo, SusumuWoods Hole Oceanographic Institution (WHOI)Principal Investigator
Manganini, StevenWoods Hole Oceanographic Institution (WHOI)Co-Principal Investigator
Chandler, Cynthia L.Woods Hole Oceanographic Institution (WHOI BCO-DMO)BCO-DMO Data Manager


Dataset Description

Sediment trap data, biogenic particle fluxes

Methods & Sampling

  PI:              Susumu Honjo and Steve Manganini
  of:              Woods Hole Oceanographic Institution
  dataset:         Sediment trap data, biogenic particle fluxes
  dates:           April 4, 1989 to April 17, 1990
  location:        N: 48  S: 34  W: -21  E: -21
  project/cruise:  North Atlantic Bloom Experiment cruises

NOTES:   specific for each trap

Trap #1 at 34N - 21W
PERIODS 1 THRU 13 TRAP DEPTH = 1071M
PERIODS 14 THRU 27 TRAP DEPTH = 1248M
PERIODS 3 THRU 14, RESTRICTED COLLECTION DUE TO PARTIAL CLOGGING OF THE
          SEDIMENT-TRAP APERTURE CAUSED BY A FISH-HEAD.
PERIOD 14 -  NO DATA, MOORING REDEPLOYMENT
PERIOD 27 -  NO DATA, TOTAL CLOGGING OF THE SEDIMENT-TRAP APERTURE DUE TO
          A FISH-HEAD OBSTRUCTION.

Trap #2 at 34N - 21W
PERIODS 1 THRU 13 TRAP DEPTH = 2067M
PERIODS 14 THRU 27 TRAP DEPTH = 1894M
PERIOD 14 -  NO DATA, MOORING REDEPLOYMENT

Trap #3 at 34N - 21W
PERIODS 1 THRU 13 TRAP DEPTH = 4564M
PERIODS 14 THRU 27 TRAP DEPTH = 4391M
PERIOD 14 -  NO DATA, MOORING REDEPLOYMENT
PERIODS 9 AND 11 SAMPLES DESTROYED IN TRANSIT

Trap #1 at 48N - 21W
PERIODS 1 THRU 13 TRAP DEPTH = 1018M
PERIODS 14 THRU 27 TRAP DEPTH = 1202M
PERIOD 14 -  NO DATA, MOORING REDEPLOYMENT

Trap #2 at 48N - 21W
PERIODS 1 THRU 13 TRAP DEPTH = 2018M
PERIODS 14 THRU 27 TRAP DEPTH = 2200M
PERIOD 14 -  NO DATA, MOORING REDEPLOYMENT
PERIODS 18 THRU 27 NO DATA, SEDIMENT TRAP APERTURE CLOGGED

Trap #3 at 48N - 21W
PERIODS 1 THRU 13 TRAP DEPTH = 3718M
PERIODS 14 THRU 27 TRAP DEPTH = 3749M
PERIOD 14 -  NO DATA, MOORING REDEPLOYMENT

Reference:  Honjo, S and Steven Manganini, 1992.  Biogenic Particle Fluxes
at the 34N 21W and 48N 21W Stations, 1989-1990:  Methods and Analytical
Data Compilation.  Woods Hole Oceanographic Institution Technical Report
WHOI-92-15.


Sediment Trap Particle Flux data during the North Atlantic Bloom Experiment
Dr. Susumu Honjo and Dr. Steven J. Manganini

Woods Hole Oceanographic Institution

The following methods documentation was extracted from:

Honjo, S, and S. J. Manganini, 1992.
Biogenic Particle Fluxes at the 34N 21W and 48N 21W Stations, 1989-1990:
Methods and Analytical Data Compilation. Woods Hole Oceanographic
Institution, Technical Report
92-15


Methods

A. Deployment of Sediment Traps and Mooring Arrays

  1. Location, depths and timing:

    Two deep ocean mooring arrays were deployed at about 34N (depth
    to seafloor: 5,261 m and 5,083 m, for phase 1 and 2) and 48N (depth
    to seafloor: 4,418 m and 4,451 m). Table 1 gives more detailed information
    on mooring locations, trap depths and names of ships that were used
    for deployment and recovery. Three PARFLUX Mark 7G-13 time-series
    sediment traps with 13 rotary collectors on each were deployed on
    both moorings for a total of 6 traps. At each of the stations, traps
    were moored at approximately the same depth relative to the surface
    and the sea- floor (for the deepest trap); 1 km and 2 km from the
    surface and 0.7 km above bottom.

                                  TABLE 1
    
    Sediment Trap deployments, North Atlantic Bloom Exp., Dr. S. Honjo
    
    Mooring Stations and Trap Depths 
     
    Phase 1:  Periods 1 to 13, April 3, 1989 to Sept. 26, 1989 
    Phase 2:  Periods 14 to 27, Oct. 16, 1989 to April 16, 1990 
    Hiatus :  Sept. 26 1989 to Oct 16, 1989
     
     
                        34N 21W Station                48N 21W Station            
                    Phase 1         Phase 2         Phase 1         Phase 2 
    Latitude        33°49.3'N       33°48.4'N       47°42.9'N       47°43.6'N 
    Longitude       21°00.5'W       21°02.2'W       20°52.5'W       20°51.5'W 
    Bottom Depth ** 5,261 m         5,083 m         4,418 m         4,451 m 
                                     
    Trap Depth      1,070 m         1,248 m         1,018 m         1,202 m 
      "    "        2,067 m         1,894 m         2,018 m         2,200 m 
      "    "        4,564 m         4,391 m         3,718 m         3,749 m 
     
    Deployed by     R/V Atlantis II R/V Endeavor    R/V Atlantis II R/V Endeavor 
    Recovered by    R/V Endeavor    RRV Darwin      R/V Endeavor    RRV Darwin 
     
    **       Depths are all corrected values 
    
    

    Arrays were deployed in March and April 1989, recovered and redeployed
    in September 1989, and totally recovered in April 1990 (Table 1). During
    the 376-day deployment (including 20 days of hiatus in the middle),
    each sediment trap was opened and closed 26 times, providing continuous
    time-series sampling at 14-day intervals, except for two periods. Table
    2 lists open/close schedules for which all the traps were uniformly
    programmed during the experiment. An independent monitoring mechanism
    installed with each trap (Honjo and Doherty, 1988) confirmed that the
    entire program was executed correctly and on schedule.

    
                                  TABLE 2 
     
    
    Synchronized Open/Close Schedule for All Traps 
    at the 34N and 48N, 21W Stations
    
    Period    Mid Date        Open/Close Date     Days Open   Elapsed Days
            JD*     CD*        JD*     CD*             
                                                    
    1       96      04/06/89   93      04/03/89        5       5
    2      105      04/15/89   98      04/08/89       14      19
    3      119      04/29/89  112      04/22/89       14      33
    4      133      05/13/89  126      05/06/89       14      47
    5      148      05/29/89  140      05/20/89       17      64
    6      164      06/13/89  157      06/06/89       14      78
    7      178      06/27/89  171      06/20/89       14      92
    8      192      07/11/89  185      07/04/89       14     106
    9      206      07/25/89  199      07/18/89       14     120
    10     220      08/08/89  213      08/01/89       14     134
    11     234      08/22/89  226      08/15/89       14     148
    12     248      09/05/89  241      08/29/89       14     162
    13     262      09/19/89  255      09/12/89       14     176
    14     279      10/06/89  269      09/26/89       20     196 (hiatus)
    15     296      10/23/89  289      10/16/89       14     210
    16     310      11/06/89  303      10/30/89       14     224
    17     324      11/20/89  317      11/13/89       14     238
    18     338      12/04/89  331      11/27/89       14     252
    19     352      12/18/89  345      12/11/89       14     266
    20       1      01/01/90  359      21/25/89       14     280
    21      15      01/15/90    8      01/08/90       14     294
    22      29      01/29/90   22      01/22/90       14     308
    23      43      02/12/90   36      02/05/90       14     322
    24      57      02/26/90   50      02/19/90       14     336
    25      71      03/12/90   64      03/05/90       14     350
    26      85      03/26/90   78      03/19/90       14     364
    27      99      04/09/90   92      04/02/90       14     378
    
    *CD = Calendar Date;  JD = Julien Date
    
    
  2. Time-series sediment traps:

    Each sediment trap had an aperture of 0.5 m2, covered by baffles
    with 25mm diameter cells with the aspect ratio of 2.5. The included
    cone angle was 42 degrees and the structural frame was built of welded
    titanium The opening and closing of all 6 traps was synchronized with
    an error of less than one minute. The sample containers, 13 for each
    trap, were filled with in situ deep sea water were collected by a
    30 liter Niskin bottle prior to the deployment. Analytical grade formalin
    (S. Wakeham; personal communication, 1988) was added to make a 3%
    solution buffered with 0.1% sodium borate. Each of the 13 sample containers
    was completely filled with this sea water solution with preservative
    before the deployment of a trap. Individual sample containers were
    mechanically sealed from the ambient water before and after each collecting
    period (Honjo and Doherty, 1988).

  3. Mooring array:

    The mooring design was based on the PARFLUX Sediment Trap Mooring
    Dynamics Package that has been used by us since 1979 (Honjo et al.,
    1992). A detailed design, parts listing and tension calculation of
    the NABE mooring array is available in Manganini and Krishfield, 1992,
    Cruise Report. The arrays were designed to maintain an average of
    180 kg of vertical tension throughout the tautline, with a total buoyancy
    of 1,114 kg that was balanced with a 1,590 kg (in-water weight) cast-iron
    anchor. Sediment traps were attached to a mooring in-line with three
    1-m polyethylene-jacketed bridles. The automatic collection mechanism
    (Honjo and Doherty, 1988) of the 6 sediment traps worked flawlessly
    throughout the duration of the experiment and provided us with a total
    of 156 samples each of which represents an individual key to the time-space
    matrix for the NABE experiment.

B. Laboratory Analysis

  1. Pre-analysis treatment of samples:

    We measured the pH in supernatant in sample containers immediately
    after recovery of traps (Manganini and Krishfield, 1992, Cruise Report).
    Sample containers were then refrigerated on board at approximately
    2 to 4 degree C. Particle samples in (original) 250 ml, polyethylene
    centrifuging sample containers were transported to Woods Hole under
    refrigeration at approximately 1 to 2 degree C. We identified no swimmers
    from all samples collected by our experiment. The impact of swimmers,
    if any, was relatively small; it appears that they were all included
    with the >1 mm fractions.

  2. Supernatant analysis:

    In the shore laboratory, first the liquid in a sample container
    was decanted and then filtered through a 0.45 um pore size Nucleopore
    filter leaving approximately 1/3 of the original volume. About 50
    ml of filtered liquid was then analyzed for total N, NO2, NO3, NH4,
    P, PO4 and SiO2 using an automatic nutrient analyzer (e.g. Grasshoff
    et al. 1983). We regarded all excess quantities above the ambient
    concentration as being dissolved from the trapped particles while
    stored in situ before the recovery and added to the particle fluxes
    after being stochastically converted to solids. The remaining liquid
    in the sampling containers was used as rinse water in the processing
    of the particulate portion in each specific sample. When additional
    rinse water was required during the course of analysis, for example,
    for sample splitting we used filtered and buffered deep Sargasso Sea
    water containing 3% formalin.

  3. Water sieving:

    Particle samples were water-sieved through a 1-mm Nitex mesh. This
    was necessary to maintain precision during splitting of the major
    portion of the sediment that was 1
    mm fraction were large aggregates and fragmented gelatinous zooplankton.
    A sample caught in the 1 mm mesh was then re-suspended in the original
    seawater, stirred gently and poured onto a grid-printed, 47-mm Nucleopore
    filter with 2-um pore size, while applying gentle vacuum suction.
    While a sample on a filter was wet, the filter with the >1 mm fraction
    was cut into 4 equal pieces along the printed grid by a Teflon-coated
    blade; each aliquot was then immediately put back into the filtered
    original water for storage. When a >1 mm sample was too small to split,
    it was dried and homogenized by pulverization.

    Sediment that passed through the 1 mm mesh was further water- sieved
    through a 62-um Nitex sieve. Each fraction was split into 1/4 aliquots
    and then into 1/40 aliquots by a rotating wet- sediment splitter with
    4 and 10 splitting heads (Honjo, 1980). The average error during the
    splitting of NABE samples into 4 or 10 aliquots was 3.7% for the mm fraction. Wet splitting of the trap-collected sample is justified
    for multi-disciplinary research including biocoenosis studies. Once
    particle samples are dried, each becomes inseparable and unidentifiable.
    Consequently, biocoenosis research such as picking up foraminifera
    tests or identifying diatom frustules becomes impossible.

  4. Total dry mass measurement:

    Dry mass was determined by weighing two 1/4 aliquots of >1 mm (whose
    flux was usually insignificant) and three 1/10 aliquots of on pre-weighed 47 mm, 0.45 um Nucleopore filters. Before weighing,
    the samples were rinsed 3 times with distilled water, dried in an
    oven at 60 deg. C for 24 hours and cooled in a desiccator for 4 hours.
    Total flux was calculated from dry weight of the above aliquots divided
    by aperture area of the trap and the time it was opened.

  5. Sedimentary component analyses:

    The dried sample was pulverized and homogenized, then the two size
    fractions were recombined proportionally and analyzed with respect
    to concentrations of:

     
    
           a)   Carbonate: as CaCO3
           b)   Biogenic Opal
           c)   Organic carbon, nitrogen and hydrogen in the decalcified
                   fraction
           d)   Phosphorus
    
    

    a) Carbonate content was determined by a method based on a vacuum-gasometric
    technique developed by Ostermann, et al. (1989). A preweighed sample
    is introduced into a sealed reaction vessel containing concentrated
    phosphoric acid. The pressure due to the evolution of CO2 gas is proportional
    to the carbonate content when calibrated with appropriate standards
    and was recorded by a transducer. The results were calculated and reported
    as carbonate percent in the total sample.

    b) Biogenic opal was estimated from particulate, reactive Si, selectively
    leaching decalcified samples in a sodium carbonate solution (Eggimann,
    et al., 1980) and converting the Si content to SiO2 fluxes. A preweighed
    sample of approximately 10 mg along with 10 ml of 1 M Na2CO3 was sealed
    in a Teflon container. The samples were placed in a shaker bath at
    90 deg. C for 3 hours and then filtered through a 47-mm-diameter,
    0.45 um pore size Nucleopore filter using an all-plastic filtering
    apparatus. The filtrate at room temperature was neutralized with 0.2
    N HCl using methyl orange as an indicator. After appropriate dilution,
    content of Si was determined spectrophotometrically (Strickland and
    Parsons, 1972). The Si content was then converted to SiO2 and reported
    as particulate opal flux.

    c) Organic carbon, nitrogen and hydrogen were analyzed using a Perkin-Elmer
    Elemental Analyzer Model 240C. Preweighed samples on precombusted
    glass fiber filters were decalcified using 1N phosphoric acid.

    d) Reactive (biogenic) phosphorus content was determined by the
    Solorzano and Sharp method that was based on the dissolution of phosphorus
    by an acid after ashing, using MgSO4 as an oxidant. A preweighed sample
    was placed into a glass centrifuge tube along with 2 ml of 0.017 M
    MgSO4 and was dried at 90 degree C. The centrifuge tube containing
    the sample was ashed at 500 deg. C for 2 hours. After cooling, 5 ml
    of 0.2 M HCl was added and, with the centrifuge tube capped, was heated
    at 80 deg. C for 30 min. At room temperature, 5 ml of distilled H2O
    with one ml of reagent (Strickland and Parsons, 1972) was added and
    the centrifuge tube was shaken in a vortex shaker, then centrifuged.
    The concentration of phosphorus was determined spectrophotometrically
    in the supernatant and the results were reported as particulate phosphorus
    flux.

    Using the reported method, the lithogenic particles were too small
    to detect and were usually within the analytical error.

C. Restoration of dissolved components to particulate flux

The dissolution of collected particles in a bottle may occur as soon as
particles arrive in the bottle while it is open, or later when it is sealed.
Assuming that all dissolved portions remained in the recovered bottle, we
restored the dissolved components of Si, P and N by analyzing the supernatants
in sample bottles. We assumed that the elevated concentration above the
sea water initially used to fill the bottles was caused by dissolved components.
During the deployment of a trap, the sample bottles were open to the water
column only for the duration of collecting periods. While a bottle was open,
the bottle water which was placed in the bottle before deployment is exchanged
with ambient water. In case the nutrient concentration of the initial bottle
water is not equal to that of the ambient water, a correction had to be
made; we assumed that one half of the initial water was diluted by the ambient
water while the bottle was open. In practice, the effect on calculating
particle flux by the difference of nutrients in the initial sea water was
within analytical error.

References:
Grassholf, K., Ehrhardt, M. and Kremling K.,(eds), 1983
Method of Sea-Water Analysis. Weinheim, Verlag Chemie.
Honjo, S. and Doherty, K. W., 1988.
Large Aperture Time-series Sediment Traps; Design Objectives, Construction
and Application. Deep-Sea Research, 35(1): 133-149.
Honjo, S., Manganini, S.J., and Krishfield, R., 1989.
Cruise Report: JOGFS Leg 1, International Study of the North Atlantic
Bloom, R/V Atlantis II Voyage 119.2, Funchal to Reykjavik, March/April
1989. WHOI Technical Report WHOI-89-22, Woods Hole Oceanographic Institution.
Honjo, S., Spencer, D.W. and Gardner, W.D., 1992.
Sediment Trap Intercomparison Study in the Panama Basin, Deep-Sea
Research, 39: 333-358.
Manganini, S.J. and Krishfield, R., (in preparation)
Cruise Report: JGOFS Trap Deployment Legs 2 and 3, International
Study of the North Atlantic Bloom, R/V Endeavor, Voyage 203 and HMS
Charles Darwin 45B, WHOI Technical Report, Woods Hole Oceanographic
Institution.
Ostermann,D.R., Karbott, D., and Curry, W.B., 1990.
Automated System to Measure the Carbonate Concentration of Sediments.
WHOI Technical Report, WHOI-90-03, Woods Hole Oceanographic Institution.
Strickland, J.D.H. and Parsons, T.R., 1972.
A Practical Handbook of Seaweater Analysis. Fisheries Research Board
of Canada, Bulletin 169, 2nd edition, Ottawa, Canada.

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Data Files

File
sediment.csv
(Comma Separated Values (.csv), 18.48 KB)
MD5:60501fa18af439c36bb067e4bbb3481b
Primary data file for dataset ID 2598

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Parameters

ParameterDescriptionUnits
mooringsediment trap mooring array identifer
trapsediment trap number
lat_nnominal latitude of sediment trap mooring whole degrees N
lon_nnominal longitude of sediment trap mooring whole degrees W
depth_nnominal depth of sediment trap meters
periodoriginator created sample ID, identifies a specific sampling period during the trap deployment
date_opendate sediment trap opened reported as yyyymmdd
daysnumber of days sediment trap open
mass_fmass particulate flux mg/m2/day
mass_f_gt1mass particulate flux, grain size greater than 1mm mg/m2/day
mass_f_lt1mass particulate flux, grain size less than 1mm mg/m2/day
CO3_ftotal carbonate flux mg/m2/day
Ca_CO3_fcalcium in carbonate flux mg/m2/day
pic_fparticulate inorganic carbon flux mg/m2/day
pon_fparticulate organic nitrogen flux mg/m2/day
poc_fparticulate organic carbon flux mg/m2/day
SiO2_f_tottotal silicate (SiO2) flux mg/m2/day
SiO2_p_fparticulate silicate flux mg/m2/day
SiO2_diss_fdissolved silicate flux mg/m2/day
Si_opal_fSilica flux in opal mg/m2/day
P_f_tottotal phosphorus flux ug/m2/day
P_p_fparticulate phosphorus flux ug/m2/day
P_diss_fdissolved phosphorus flux ug/m2/day


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Instruments

Dataset-specific Instrument Name
Sediment Trap
Generic Instrument Name
Sediment Trap
Generic Instrument Description
Sediment traps are specially designed containers deployed in the water column for periods of time to collect particles from the water column falling toward the sea floor. In general a sediment trap has a jar at the bottom to collect the sample and a broad funnel-shaped opening at the top with baffles to keep out very large objects and help prevent the funnel from clogging. This designation is used when the specific type of sediment trap was not specified by the contributing investigator.


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Deployments

NABE_N34

Website
Platform
JGOFS Sediment Trap
Start Date
1989-04-04
End Date
1990-04-17

NABE_N48

Website
Platform
JGOFS Sediment Trap
Start Date
1989-04-04
End Date
1990-04-17

EN203

Website
Platform
R/V Endeavor
Start Date
1989-10-04
End Date
1989-10-17
Description
Sediment trap deployment and recovery cruises: R/V Endeavor cruise EN 203 Dates: October 4 - 17, 1989 Chief Scientist: S. Manganini Purpose: recover and redeploy both sediment trap arrays see sediment trap datasets reported from US JGOFS NABE North Atlantic Bloom Experiment sediment

Methods & Sampling
recovery and redeployment of sediment traps

AII-119-2

Website
Platform
R/V Atlantis II
Start Date
1989-03-28
End Date
1989-04-06
Description
R/V Atlantis II cruise 119 leg 2 (also called JGOFS leg 1) Dates: March 28 - April 6, 1989 Chief Scientist: S. Honjo Purpose: deploy both sediment trap mooring arrays

Methods & Sampling
Sediment trap deployment and recovery cruises: R/V Atlantis II cruise 119 leg 2 (also called JGOFS leg 1) Dates: March 28 - April 6, 1989 Chief Scientist: S. Honjo Purpose: deploy both sediment trap mooring arrays

Darwin_45B

Website
Platform
RRS Charles Darwin
Start Date
1990-04-01
End Date
1990-04-30
Description
RRS Charles Darwin cruise 45B Dates: April 1990 Chief Scientist: S. Manganini Purpose: final recovery of both US JGOFS NABE sediment trap arrays

Methods & Sampling
RRS Charles Darwin cruise 45B Dates: April 1990 Chief Scientist: S. Manganini Purpose: final recovery of both sediment trap arrays


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Project Information

U.S. JGOFS North Atlantic Bloom Experiment (NABE)


Coverage: North Atlantic


One of the first major activities of JGOFS was a multinational pilot project, North Atlantic Bloom Experiment (NABE), carried out along longitude 20° West in 1989 through 1991. The United States participated in 1989 only, with the April deployment of two sediment trap arrays at 48° and 34° North. Three process-oriented cruises where conducted, April through July 1989, from R/V Atlantis II and R/V Endeavor focusing on sites at 46° and 59° North. Coordination of the NABE process-study cruises was supported by NSF-OCE award # 8814229. Ancillary sea surface mapping and AXBT profiling data were collected from NASA's P3 aircraft for a series of one day flights, April through June 1989.

A detailed description of NABE and the initial synthesis of the complete program data collection efforts appear in: Topical Studies in Oceanography, JGOFS: The North Atlantic Bloom Experiment (1993), Deep-Sea Research II, Volume 40 No. 1/2.

The U.S. JGOFS Data management office compiled a preliminary NABE data report of U.S. activities: Slagle, R. and G. Heimerdinger, 1991. U.S. Joint Global Ocean Flux Study, North Atlantic Bloom Experiment, Process Study Data Report P-1, April-July 1989. NODC/U.S. JGOFS Data Management Office, Woods Hole Oceanographic Institution, 315 pp. (out of print).



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Program Information

U.S. Joint Global Ocean Flux Study (U.S. JGOFS)


Coverage: Global


The United States Joint Global Ocean Flux Study was a national component of international JGOFS and an integral part of global climate change research.

The U.S. launched the Joint Global Ocean Flux Study (JGOFS) in the late 1980s to study the ocean carbon cycle. An ambitious goal was set to understand the controls on the concentrations and fluxes of carbon and associated nutrients in the ocean. A new field of ocean biogeochemistry emerged with an emphasis on quality measurements of carbon system parameters and interdisciplinary field studies of the biological, chemical and physical process which control the ocean carbon cycle. As we studied ocean biogeochemistry, we learned that our simple views of carbon uptake and transport were severely limited, and a new "wave" of ocean science was born. U.S. JGOFS has been supported primarily by the U.S. National Science Foundation in collaboration with the National Oceanic and Atmospheric Administration, the National Aeronautics and Space Administration, the Department of Energy and the Office of Naval Research. U.S. JGOFS, ended in 2005 with the conclusion of the Synthesis and Modeling Project (SMP).



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Funding

Funding SourceAward
National Science Foundation (NSF)

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