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Weak Overturning Circulation and
Increased Iron Fertilization
Maximize Carbon Storage in the
Glacial Ocean
Juan Muglia1, Luke Skinner2 and Andreas Schmittner1
1College of Earth, Ocean and Atmospheric Sciences, Oregon State
University, Oregon, USA

2Godwin Laboratory for Palaeoclimate Research, Department of Earth
Sciences, Univ. of Cambridge, Cambridge, UK

EGU General Assembly 2018, April 12
Questions
• What was the Atlantic Meridional Overturning Circulation
(AMOC) during the Last Glacial Maximum (LGM, ~20,000
years ago)?

• How did the AMOC change affect ocean carbon storage?

• How did iron fertilization affect ocean carbon storage?
Method
• Use data-constrained model

• Model: University of Victoria (UVic) climate model (3D Ocean, 2D Energy
Moisture Balance Atmosphere, sea ice) + Model of Ocean
Biogeochemistry and Isotopes (MOBI)

• MOBI includes Δ14C, δ13C, δ15N
• Perturb AMOC and Southern Ocean iron fluxes
• Data: Δ14C (Skinner et al., 2017, n = 247), δ13C (Peterson et al. 2014 +
…, n = 434), δ15N (Galbraith, Kienast & NICOPP, 2013 + Francois et al.,
1997 + …, n = 105)
Perturb AMOC by reducing southern hemisphere
meridional moisture fluxes => AABW gets saltier => AMOC
gets weaker
PI
LGM_13
LGM_8
LGM_0
Perturb AMOC by reducing southern hemisphere
meridional moisture fluxes => AABW gets saltier => AMOC
gets weaker
PI
LGM_13
LGM_8
LGM_0
Test Method With Modern/Late Holocene Data
Subsample data 

at locations of LGM

sediment cores
GLODAP
Core-Top
Vertical orange lines are

modern AMOC estimates

from RAPID
Maxima in R and minima in RMSE coincide with RAPID estimates. 

=> Method passes test suggesting that it can be used to reconstruct AMOC

=> We proceed with LGM data
Correlation

Coefficient
Root-Mean-

Squared Error
Atlantic Pacific
RMSE normalized by combining data (620 14C-yr) and model (180 14C-yr) uncertainties
Radiocarbon Age
Root-Mean-Squared Error
Increased Southern Ocean soluble iron fluxes => increased export production
LGM
LGM_SOFe
RMSE = 0.85
RMSE = 0.86RMSE = 1.14
RMSE = 1.12
N=105
N=434
Atlantic Pacific
δ13C
Root-Mean-Squared Error
SOFe
δ15N provides strong

constraints on iron fluxes
δ13C provides strong

constraints on circulation
Ocean carbon storage has maximum
for weak AMOC states
Iron fertilization also increases DIC
Atlantic Pacific
Conclusions
• Weak shallow AMOC is viable LGM circulation (consistent
with δ13C and 𝚫14C data)

• Increased Souther Ocean soluble iron fluxes (or another
mechanism that removes surface nutrients) is required to
fit δ15N and δ13C data

• Both mechanisms increase deep ocean carbon storage

• Tomorrows talk at 15:45 by Samar Khatiwala (#5513)
quantifies effects on ocean carbon and atmospheric CO2
(spoiler 𝚫CO2 = -77±10 ppm)
Atlantic Pacific

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Weak Overturning Circulation and Increased Iron Fertilizaton Maximize Carbon Storage in the Glacial Ocean

  • 1. Weak Overturning Circulation and Increased Iron Fertilization Maximize Carbon Storage in the Glacial Ocean Juan Muglia1, Luke Skinner2 and Andreas Schmittner1 1College of Earth, Ocean and Atmospheric Sciences, Oregon State University, Oregon, USA 2Godwin Laboratory for Palaeoclimate Research, Department of Earth Sciences, Univ. of Cambridge, Cambridge, UK EGU General Assembly 2018, April 12
  • 2. Questions • What was the Atlantic Meridional Overturning Circulation (AMOC) during the Last Glacial Maximum (LGM, ~20,000 years ago)? • How did the AMOC change affect ocean carbon storage? • How did iron fertilization affect ocean carbon storage?
  • 3. Method • Use data-constrained model • Model: University of Victoria (UVic) climate model (3D Ocean, 2D Energy Moisture Balance Atmosphere, sea ice) + Model of Ocean Biogeochemistry and Isotopes (MOBI) • MOBI includes Δ14C, δ13C, δ15N • Perturb AMOC and Southern Ocean iron fluxes • Data: Δ14C (Skinner et al., 2017, n = 247), δ13C (Peterson et al. 2014 + …, n = 434), δ15N (Galbraith, Kienast & NICOPP, 2013 + Francois et al., 1997 + …, n = 105)
  • 4. Perturb AMOC by reducing southern hemisphere meridional moisture fluxes => AABW gets saltier => AMOC gets weaker PI LGM_13 LGM_8 LGM_0
  • 5. Perturb AMOC by reducing southern hemisphere meridional moisture fluxes => AABW gets saltier => AMOC gets weaker PI LGM_13 LGM_8 LGM_0
  • 6. Test Method With Modern/Late Holocene Data Subsample data at locations of LGM sediment cores GLODAP Core-Top Vertical orange lines are modern AMOC estimates from RAPID Maxima in R and minima in RMSE coincide with RAPID estimates. => Method passes test suggesting that it can be used to reconstruct AMOC => We proceed with LGM data Correlation Coefficient Root-Mean- Squared Error
  • 8. RMSE normalized by combining data (620 14C-yr) and model (180 14C-yr) uncertainties Radiocarbon Age Root-Mean-Squared Error
  • 9. Increased Southern Ocean soluble iron fluxes => increased export production LGM LGM_SOFe
  • 10. RMSE = 0.85 RMSE = 0.86RMSE = 1.14 RMSE = 1.12 N=105
  • 13. δ15N provides strong constraints on iron fluxes δ13C provides strong constraints on circulation Ocean carbon storage has maximum for weak AMOC states Iron fertilization also increases DIC
  • 15. Conclusions • Weak shallow AMOC is viable LGM circulation (consistent with δ13C and 𝚫14C data) • Increased Souther Ocean soluble iron fluxes (or another mechanism that removes surface nutrients) is required to fit δ15N and δ13C data • Both mechanisms increase deep ocean carbon storage • Tomorrows talk at 15:45 by Samar Khatiwala (#5513) quantifies effects on ocean carbon and atmospheric CO2 (spoiler 𝚫CO2 = -77±10 ppm)