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Sorting out possible Sorting out possible scenarios about the future scenarios about the future of oxygen minimum zone of oxygen minimum zone systems systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

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Page 1: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Sorting out possible scenarios Sorting out possible scenarios about the future of oxygen about the future of oxygen

minimum zone systemsminimum zone systems

Andreas OschliesGEOMAR, Kiel, Germany

SFB 754

Page 2: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Outline

• Uncertainties about the future of OMZs associated with:

– Mixing & transport

– Temperature effects on metabolic rates

– CO2 effects

– Anthropogenic N supply

Page 3: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

(i) OMZs expand. Do they?south eq.Pac. OMZ expands

(Stramma et al., 2008)

mol kg

-1yr -1

obs. 300dbar O2 change 1960-2010

(Stramma et al., BGD 2012)• Observations mostly suggest O2 decline

– Particularly in the tropics, including the OMZs(?)– Trend? Oscillation?

Page 4: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

What do the models say? • Global mean O2 declines

Average decline: few M over 21st century

(Bopp et al., GBC 2002)

Page 5: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

What do the models say? • Global mean O2 declines

Average decline: few M over 21st century

(Bopp et al., GBC 2002)

Page 6: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

What do the models say? • O2 declines (except in the tropics?)

Keeling et al.: Ocean deoxygenation in a warming world. (Ann.Rev.Mar.Sci.2010)

Tropical O2 increase likely an artifact caused by excessive mixing

(Matear & Hirst, GBC 2003)

Page 7: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Global O2 decline is relatively insensitive to mixing

What do the models say?re

l. ch

ange

(%) g

loba

l oce

an O

2

TIME

increasing kv

SRES A2 emission scenario

0.05 cm2s-1

0.5 cm2s-1

(Duteil & Oschlies, 2011)

Page 8: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

What do the models say?

(Duteil & Oschlies, 2011)

rel.

chan

ge (%

) sub

ox. V

ol.

TIME

increasing kv SRES A2CO2 emissionscenario

0.05 cm2s-1

0.5 cm2s-1

SFB 754 tracer release exp., N.Atl.OMZ

0.15 cm2s-1

0.10 cm2s-1

global ocean O2

-2.5%

BUT: evolution of suboxia is sensitive to kv

EP

MOC

Page 9: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

“Most” models predict decline of Vsubox

(V.Cocco, pers.comm.)

Page 10: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

CO2 & ballast

Higher CO2

less CaCO3 ballast shallower

remineralization enhanced OMZs

(Hofmann & Schellnhuber, 2009)

without ballast effect

with ballast effect

Simulated A.D.3000 O2

Page 11: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

CO2 & stoichiometry

C:N=const.C:N=f(pCO2)

50% increasein suboxicvolume(<5mmol/m3)

Mesocosm results

(Riebesell et al., 2007)

(Oschlies et al., 2008)

Page 12: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conclusions (i)

• Evolution of suboxic volume is sensitive to

– diapycnal mixing

– zonal tropical mixing

– CO2-dependent ballast effect

– CO2-dependent C:N stoichiometry

– ……

Page 13: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conclusions (i)

So what?

Page 14: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Data!O2 changes

1960 – 2010,300dbar

All models simulate O2 increase in tropical thermocline!

mol kg-1yr-1

mol kg-1yr-1

Page 15: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Data!O2 changes

1960 – 2010,300dbar

All models simulate O2 increase in tropical thermocline!

mol kg-1yr-1

mol kg-1yr-1

Page 16: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Data!O2 changes

1960 – 2010,300dbar

“All” models simulate O2 increase in tropical thermocline!

mol kg-1yr-1

mol kg-1yr-1

Page 17: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Zonally averaged O2 change (1960-2010)

obs

BCCR

IPSL

UBern MPIUVic

Simulated and observed O2 changes are anticorrelated!

Page 18: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conclusions (ii):OMZs – do they expand?

• Observations suggest “yes”, most models say “no”.

• Current models cannot reproduce observed tropical O2 changes very well.

Currently, I would bet on “yes”.

Page 19: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

(ii) Marine N2O emissions increase.Do they?

• Extrapolated from past observations

• Expected decrease of export production decrease in nitrification & N2O production?

• here: look at possible temperature effects

Page 20: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Consensus on temperature effects?

(Steinacher et al., 2010)

“All” models show a decrease in primary production

Primary Production

Page 21: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

PO4 in 2 specially designed modelsTEMP NOTEMP WOA

AtlanticPacific

Indian O.

RMS=0.138 mmol m-3 RMS=0.157 mmol m-3

(Taucher & Oschlies, 2011)skill not significantly different

Page 22: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Simulated evolution of PP and EP

(Taucher & Oschlies, 2011)

EP NOTEMP

TEMP

• EP, Vsubox similar for TEMP and NOTEMP• PP increases in run TEMP

PP

pCO2 Vsubox

Page 23: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Simulated evolution of PP

• Faster remineralisation (more heterotrophic ocean) may support higher levels of PP!

• What about N2O?

(Behrenfeld, 2011)

N2O ?

Page 24: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

What about N2O?

NOTEMP

TEMP

N2O according to Suntharalingam et al. (2000)

(here allow for N2O production below z=50m)

Page 25: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Temperature effects on metabolic rates

• Well known, in principle (van’t Hoff, 1884; Arhenius, 1889; Eppley, 1972)

• Little attention wrt biogeochemical impacts– could change sign of predicted changes in

• primary production• N2O, CH4, DMS,… fluxes

Page 26: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

(iii) More N supply (N2 fixation, dust) increases marine N inventory.

Does it?

• Something fishy is going on in modeled OMZs

– Models generally have too large OMZs with too low NO3 levels

– Often need “tricks” to avoid model OMZs running out of NO3

Page 27: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

N2 fix and N loss closely coupled?• Geochemical estimates and models say “yes”

• Appealing: could support balanced N budget

(Deutsch et al., 2007) (Landolfi et al., subm.)

Page 28: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

The more you fix the more you lose?

(Landolfi et al., subm.)

Stoichiometry: each mole Norg denitrified uses up ~7 moles of NO3

(e.g., Paulmier et al., BG, 2009)

Page 29: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

The more you fix the more you lose?

N2 fix control N2 fix DOM run

(Landolfi et al., subm.)

Simulated N inventory,Starting from WOA,No N2 fix, only denitr.

Page 30: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

The more you fix the more you lose?

N2 fix control N2 fix DOM run

(Landolfi et al., subm.)

Simulated N inventory,Starting from WOA,No N2 fix, only denitr.ControlIRON

Page 31: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

The more you fix the more you lose?

(Landolfi et al., subm.)

Stoichiometry: each mole Norg denitrified uses up ~7 moles of NO3

(e.g., Paulmier et al., BG, 2009)

Page 32: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

The more you fix the more you lose?

N2 fix control N2 fix DOM run

(Landolfi et al., subm.)

Simulated N inventory,Starting from WOA,No N2 fix, only denitr.ControlIRONDOM

Page 33: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

The more you deposit the more you lose?

Relative amount of N loss per N gain (WOA O2, Martin curve)

Atmospheric N deposition (mmol m-2yr-1), A.D.2000(59TgN/yr; Duce et al., 2008).

12% of atmospheric N supply may be lost via denitrification

Page 34: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

The more you deposit the more you lose?

Cumulative N deposition (corresponding to A.D. 2000)

realized N increase: ~30% of N supply

Response of model’s diazotrophs

denitrification

N deposition reduces ecological niche of model’s diazotrophs.

Page 35: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conclusion (iii)More N supply increases N inventory.

Does it?• Location, location, location…

• Destabilizing effects of N2 fixation in/near OMZs?

• Current models of N2 fixation seem to couple N2 fix and N loss too closely– vicious cycle and runaway N loss

• Spatial decoupling of N sources and sinks is needed for balanced N inventory

Page 36: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Multi-millennial response to business as usual

• IPCC business-as-usual (SRES A2) until year 2100• Linear decrease to zero emissions in year 2300, zero

emissions thereafter

pCO2

ocean <T>

SAT

Page 37: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

More O2 in a warmer ocean!?

• abiotic O2 (~Ar) declines by ~6% (solubility)

• O2 increases by ~8%

• Biology must be main driver (even though EP increases)!

abiotic O2

O2

Page 38: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

What’s the source of the extra O2?

O2 air-sea flux

O2

• O2 increase AND continuous O2 outgassing! (~10Tmol/yr)

Page 39: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

What’s the source of the extra O2?

• O2 increase AND continuous O2 outgassing! (~10Tmol/yr)

• Exact magnitude depends on where the H2S is oxidized.

O2 air-sea flux

O2

anaerobic remin. H2S

Page 40: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conclusions

• Stay tuned for more surprises, better understanding and better models.

Page 41: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Thank you!

Page 42: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conclusions• Current models cannot reliably reproduce

observed patterns & past changes

– Transport (mixing), direct temperature effects

– Biogeochemical feedback processes

– Modeling N2 fixation appears particularly challenging

• Stay tuned for more surprises, better understanding and better models.

Page 43: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conundrum:More O2 in a future warmer

ocean?

• Biogeochemical models predict O2 decline– so far mostly for 21st century– idealised models for some 100,000 years

Page 44: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Multi-millennia global warming

Primary Production, + 60% Export Production, + 8%

suboxic Volume, + 220%

mean O2, + 8%anoxic Volume, + 3300%

Page 45: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Conculsions

Expect more surprises to come

Thank you!

Page 46: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

NO3

A

C

B

D

WOA09

Page 47: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

NO3

A

C

B

D

WOA09

Page 48: Sorting out possible scenarios about the future of oxygen minimum zone systems Andreas Oschlies GEOMAR, Kiel, Germany SFB 754

Larger Vsubox by enhanced zonal mixing?Alternating zonal jets – net effect similar to zonal mixing?Sensitivity experiment with enhanced zonal mixing in the tropics

kx=1200 m2/s

kx=51,200 m2/s

kx=21,200 m2/s

Change in simulated suboxic volume sensitive to tropical zonal mixing!

(J. Getzlaff, pers.comm.)