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The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

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Page 1: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

The Global Carbon Cycle

Gerrit Lohmann31. October 2005, 11.15 o‘clock

• Biogeochemical cycles

Page 2: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

How much CO2 is dangerous?

• Present levels in the atmosphere are approaching 300 ppm having risen from 150 ppm pre the industrial revolution.

• Levels beyond a few percent are dangerous and at over 30% can cause the human nervous system to shut down in seconds.

• Even levels of a few percent can cause problems.Rooms are not meant to reach 0.5%

Page 3: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Turnover Time, renewal time

M content if a substance in the reservoir

S total flux out of the reservoir

MS=kMQ

single reservoir with source flux Q, sink flux S, and content M

The equation describing the rate of change of the content of a reservoir can be written as

Page 4: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Atmosphere 725(Annual increase ~3)

Surface waterDissolved inorg. 700

Dissolved org. 25(Annual increase ~ 0,3)

Surface biota3

Intermediate andDeep water

Dissolved inorg. 36,700Dissolved org. 975

(Annual increase ~ 2,5)

Short-lived biota~110

Long-lived biota ~450(Annual decrease ~1)

Litter~60

Soil 1300 - 1400(Annual decrease ~1)

Peat (Torf)~160

Fossil fuelsoil, coal, gas

5,000 - 10,000

Respiration &decomposition

~36

Primaryproduction

~40

Detritus~4

Detritus decomposition

54-50

~40 ~38

5

2 - 5

2 - 5

~15~40

~120~60~90~93Deforestation

~1

‹1

‹1

~15~1

Fig. 4-3 principal reservoirs and fluxes in the carbon cycle. Units are 1015 g(Pg) C (burdens)and PgC/yr (fluxes). (From Bolin (1986) with permission from John Wiley and Sons.)

Page 5: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

The adjustment process is

e-folding time

Page 6: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

The flux Fij from reservoir i to reservoir j is given by

The rate of change of the amount Mi in reservoir i is thus

where n is the total number of reservoirs in the system. This system of differential equationscan be written in matrix form as

where the vector M is equal to (M1, M2,... Mn) and the elements of matrix k are linear combinationsof the coefficients kij

Master Equation,

Statistical Physics

Page 7: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

response time

cycle 1k12 k21

turnover times of the two reservoirs

cycle

1

01

1

02

1

Page 8: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

?

Page 9: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Simplified model of the carbon cycle. Ms represents the sum of all forms ofdissolved carbon , , and

CO2

H 2 HCO3

HCO3

,

CO 22

Atmosphere

M A

Terrestrial System

M T

Ocean surfaceDiss C= CO2,HCO3,H2CO3

M S

Deep layers of ocean

M D

F TA

F AT

F SA F AS

F SDF DS

Non-linear System: Simplified model of the biogeochemical carbon cycle. (Adapted from Rodhe and Björkström (1979) with the permission of the Swedish Geophysical Society.)

Page 10: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles
Page 11: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles
Page 12: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles
Page 13: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Inorganic Carbon Cycle

Free protonBicarbonate carbonate

Basic concepts, non-linearity in the oceanic carbon system

Carbonate acid

hydrated

Page 14: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Equilibrium relationships between these species:

pCO2:Partial pressure atm.

[ ]:Concentrations/activities

Page 15: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles
Page 16: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Ocean: inorganic Carbon Cycle

Page 17: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Simplified model of the carbon cycle. Ms represents the sum of all forms ofdissolved carbon , , and

CO2

H 2 HCO3

HCO3

,

CO 22

Atmosphere

M A

Terrestrial System

M T

Ocean surfaceDiss C= CO2,HCO3,H2CO3

M S

Deep layers of ocean

M D

F TA

F AT

F SA F AS

F SDF DS

The buffer factor results from the equilibrium between CO2(g)

and the more prevalent forms of dissolved carbon.

As a consequence of this strong dependence of FSA on MS,

a substantial increase in CO2 in the atmosphere is balanced by a small increase of MS.

FSA kSAM S

SA

Exponent = 10

Buffer factor

Revelle factor

Degassing Dissolution

Page 18: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Simplified model of the carbon cycle. Ms represents the sum of all forms ofdissolved carbon , , and

CO2

H 2 HCO3

HCO3

,

CO 22

Atmosphere

M A

Terrestrial System

M T

Ocean surfaceDiss C= CO2,HCO3,H2CO3

M S

Deep layers of ocean

M D

F TA

F AT

F SA F AS

F SDF DS

Degassing Dissolution

FAT K AT M AAT

Atmosphere to the terrestial system

Page 19: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles
Page 20: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles
Page 21: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Equilibrium relationships between these species:

pCO2:Partial pressure atm.

[ ]:Concentrations/activities

3 Equations and 5 unknowns!

Specify 2 of the unknowns

pH= - log10 [H+]

Page 22: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

pCO2 change with temperature etc.; kept as variable

Introduce new variables which are measured:

Dissolved inorganic carbon

Total alkalinity: measure of excess of bases over acids

Borate ion

4 new unknowns, 2 more equations

Page 23: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Additional contrains: 3 Equations & 1 new unknown

The total boron concentration is nearly constant within the ocean:

Page 24: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles
Page 25: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

log log

log log

Page 26: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

What controls the pCO2 ?

Page 27: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Global mean seawater properties

Approximations:

Page 28: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

What controls the pCO2 ?

Page 29: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

What controls the pCO2 ?

Sensitivity of pCO2 to changes in DIC and Alk

Page 30: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

What controls the pCO2 ?

Sensitivity of pCO2 to changes in DIC ans Alk

ca. 10

ca. -10

Page 31: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Fig. 8.1.2: Horizontally averaged profiles of salinity normalized DIC and Alk in the global oceans. Based on the gridded climatological data from the GLODAP project (R. M. Key, personal communication).

Page 32: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

What controls the pCO2 ?

Sensitivity of pCO2 to changes in DIC and Alk

ca. 10

ca. -10

pCO2 increase by 10% when DIC is increased by 1%

pCO2 decrease by 10% when Alk is increased by 1%

Page 33: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

What controls the pCO2 ?

Sensitivity of pCO2 to changes in DIC and Alk

ca. 10

ca. -10

pCO2 = c DIC10

Page 34: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Simplified model of the carbon cycle. Ms represents the sum of all forms ofdissolved carbon , , and

CO2

H 2 HCO3

HCO3

,

CO 22

Atmosphere

M A

Terrestrial System

M T

Ocean surfaceDiss C= CO2,HCO3,H2CO3

M S

Deep layers of ocean

M D

F TA

F AT

F SA F AS

F SDF DS

The buffer factor results from the equilibrium between CO2(g)

and the more prevalent forms of dissolved carbon.

As a consequence of this strong dependence of FSA on MS,

a substantial increase in CO2 in the atmosphere is balanced by a small increase of MS.

FSA kSAM S

SA

Exponent = 10

Buffer factor

Revelle factor

Degassing Dissolution

F=k (pCO2 atm – pCO2 sol) = k (pCO2 atm – c DIC10)

Page 35: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

• EQUATIONS FOR MODEL OF SIMPLE OCEAN - ATMOSPHERE CARBON CYCLE– Reservoirs:

• INIT Atmosphere = 600 {Gt C}• INIT Surface_Ocean = 891.62591 {Gt C}• INIT Deep_Ocean = 38000 {Gt C}

– Flows: • external_additions = 0 {volcanic emissions or fossil fuel burning, etc.} • oc--atm_exchange = k_ao*(pCO2_atm-pCO2_Ocean)• bio_pump = 10• ocean_turnover = 100*(Deep_Ocean/INIT(Deep_Ocean))-90.6*(Surface_Ocean/INIT(Surface_Ocean)) {this is upwelling

minus downwelling}• burial = 0.6*(bio_pump/10)• runoff = 0.6

– Converters: • Alk_Surf = 2.22 {slightly modified from Walker, 1993}• CO3 = (Alk_Surf-HCO3)/2 {following Walker, 1993}• HCO3 = (Surf_C_conc-SQRT(Surf_C_conc^2-Alk_Surf*(2*Surf_C_conc-Alk_Surf)*(1-4*Kcarb)))/(1- 4*Kcarb) {following

Walker, 1993}• Kcarb = .000575+.000006*(T_surf-278) {following Walker, 1993}• KCO2 = .035+.0019*(T_surf-278) {following Walker, 1993}• k_ao = .278 {Gt C/yr/ppm -- the observationally-derived rate constant; this is for the entire surface area of the ocean}• pCO2_atm = Atmosphere*(280/600)• pCO2_Ocean = 280*KCO2*(HCO3^2/CO3) {following Walker, 1993}• Surf_C_conc = (Surface_Ocean/12000)/Vol_surf {1e18 moles/m^3}• T_surf = 288 {°K following Walker, 1993}}• Vol_surf = .0363 {units are 1E18 m^3 -- this is the upper 100 m}• del_atm = (Atmosphere-600)-(DELAY(Atmosphere,1)-600)• del_deep_ocean = (Deep_Ocean-INIT(Deep_Ocean))-(DELAY(Deep_Ocean, 1)-INIT(Deep_Ocean))• del_surf_ocean = (Surface_Ocean-INIT(Surface_Ocean))-(DELAY(Surface_Ocean, 1)- INIT(Surface_Ocean))

• http://www.acad.carleton.edu/curricular/GEOL/DaveSTELLA/Carbon/c_cycle_models.htm

Page 36: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

• EQUATIONS FOR MODEL OF SIMPLE TERRESTRIAL CARBON CYCLE– RESERVOIRS:

• INIT Atmosphere = 600 {Gt C -- 1 Gt=1e15 g -- from IPCC, 1995}• INIT Land_Biota = 610 { Gt C -- 1 Gt=1e15 g -- from IPCC, 1995}• INIT Soil = 1580 { Gt C -- 1 Gt=1e15 g -- from IPCC, 1995}

– FLOWS: (all in Gt C/yr) • Soil_Respiration = (49.4/INIT(Soil))*Soil*(1+(Tsens_sr*global_temp)) {initial value from Siegenthaler and Sarmiento,

1993}• Plant_Respiration = Photosynthesis*(50/100) {equation modified from Gifford, 1993; initial value from Siegenthaler and

Sarmiento, 1993}• External_addition = 0.6 {volcanic emissions or fossil fuel burning, etc.} }• Photosynthesis = (Pmax*(pCO2_eff/(pCO2_eff+Khs)))*(1+(Tsens_p*global_temp)) {equation modified from Gifford,

initial value from S&S}• Litter_fall = 50*(Land_Biota/610) {modified from Gifford, 1993 initial value from S&S}• Runoff = .6*Soil/INIT(Soil) {value from S&S}

– CONVERTERS: • Khs = 62.5 {ppm CO2; this is the half-saturation value -- the level of atmospheric C at which the rate of photosynthesis is

half of the ultimate saturation value, given that particular temperature; modified from Gifford, 1993}• Pmax = ((Khs+250)*100)/250 {Gt C/yr; this is the maximum rate of photosynthesis possible at the saturation level of CO2,

ignoring the temperature effect -- from Gifford, 1993}• global_temp = (pCO2_atm-280)*.01 {°C relative to today's temp of 15; from K&S, 1994}• pCO2_atm = Atmosphere*(280/600) {ppm}• pCO2_min = 30 {ppm -- no photosynthesis can occur below this level; from Gifford, 1993}• pCO2_eff = pCO2_atm-pCO2_min {ppm; the effective atmospheric CO2 concentration}• Tsens_p = .04 {°C-1; temperature sensitivity factor for photosynthesis; after Gifford}• Tsens_sr = .10 {°C-1; temperature sensitivity factor for soil respiration; after Gifford}• Atmos_Change = Atmosphere-600 { Gt C; change in atmospheric carbon -- used to compare results of various experiments}• Land_Biota_Change = Land_Biota-610 {Gt C}• Soil_Change = Soil-1580 {Gt C}• Total_Change = Atmos_Change+Land_Biota_Change+Soil_Change {Gt C}

• http://www.acad.carleton.edu/curricular/GEOL/DaveSTELLA/Carbon/c_cycle_models.htm#eqns3

Page 37: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Fig. 8.1.1: Map of the annual mean air-sea difference of the partial pressure of CO2. Based on data from Takahashi et al. (2002).

Page 38: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

• CO2 atm. const. -> delta is driven by the oceans

• Temp., salinity, DIC, Alk

Page 39: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

Atmosphere 725(Annual increase ~3)

Surface waterDissolved inorg. 700

Dissolved org. 25(Annual increase ~ 0,3)

Surface biota3

Intermediate andDeep water

Dissolved inorg. 36,700Dissolved org. 975

(Annual increase ~ 2,5)

Short-lived biota~110

Long-lived biota ~450(Annual decrease ~1)

Litter~60

Soil 1300 - 1400(Annual decrease ~1)

Peat (Torf)~160

Fossil fuelsoil, coal, gas

5,000 - 10,000

Respiration &decomposition

~36

Primaryproduction

~40

Detritus~4

Detritus decomposition

54-50

~40 ~38

5

2 - 5

2 - 5

~15~40

~120~60~90~93Deforestation

~1

‹1

‹1

~15~1

Fig. 4-3 principal reservoirs and fluxes in the carbon cycle. Units are 1015 g(Pg) C (burdens)and PgC/yr (fluxes). (From Bolin (1986) with permission from John Wiley and Sons.)

Page 40: The Global Carbon Cycle Gerrit Lohmann 31. October 2005, 11.15 o‘clock Biogeochemical cycles

• http://www.acad.carleton.edu/curricular/GEOL/DaveSTELLA/Carbon/c_cycle_models.htm

• http://cran.r-project.org/src/contrib/Descriptions/longmemo.html