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Environmental Models Fugacity approach Equilibrium Partition coefficients Definition, experimental assessment The fugacity approach to partition coefficients Fugacity definitions for a gas, a liquid, a solid Fugacity coefficients in the gas in the liquid phase Relationships between fugacity coefficients and solubility Calculation of partition coefficients from fugacity coefficients Henry ’s Law constant Temperature dependence of the Henry ’s Law constant Non equilibrium: Fluxes across the air-water interface

Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

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Page 1: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Environmental ModelsFugacity approach

Equilibrium

• Partition coefficients

– Definition, experimental assessment

• The fugacity approach to partition coefficients

– Fugacity definitions for a gas, a liquid, a solid

– Fugacity coefficients in the gas in the liquid phase

– Relationships between fugacity coefficients and solubility

– Calculation of partition coefficients from fugacity coefficients

– Henry ’s Law constant

– Temperature dependence of the Henry ’s Law constant

Non equilibrium: Fluxes across the air-water interface

Page 2: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

CG

CWCP

CAAir-WaterExchange

Water-Particle Partitioning

Gas-Particle Partitioning

Dry Deposition

Wet Deposition

Vertical Fluxes

Advection

Bioaccumulation

Continental Inputs

Atmospheric Transport

Degradation

Environmental fate of organic pollutants

Page 3: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Chemical Fate in the Environment

Air

Soils Rivers Oceans

Biota: plankton, fish, mammals

iW

iA AW C

C K =

KAW

BCF, KOW

iS

iA AS C

C K =iW

iBiotaBW C

C BCF K ==

Air-water partitioning Air-Soil partitioningBiota-water partitioning(or bioconcentration factor)

Page 4: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Partition of chemicals in ideal laboratory systems

benzene HCBKAW = 0.22 0.053KOW = 135 316000

air

water octanol

eq iA, eq iO,OA C

C K =

eq iw, eq iO,ow C

C K =

eq iw, eq iA,

AW CC K =

All K are T-dependent

• Partition coefficient: ratio of concentrations at equilibrium.

If CA,eq = 1 mol m-3, then

CW,eq =

CO,,eq =4.5 10-3 mol l-1 19 10-3 mol l-1

614 10-3 mol l-1 5960000 10-3 mol l-1

NB: Octanol is a surrogatefor natural organic matter

Page 5: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Equilibrium partition constants and thermodynamics

iB

iA AB C

C K =

Phase A Phase B

Equilibrium partitioning between A and B

RTGiABe /AB constant K Δ−•=

)ln( Kln AB cteRT

GiAB +Δ−

=

Where ΔABGi is the free energy of transfer from A to B. It has an entropicand enthalpic controbution

Page 6: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Partitioning. Types of interactions

Page 7: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Partition of chemicals in the environment

• Experimental determination of K (KOW) at a given T

00

CiW

time

CiW,eq = CO1,eq x KOW

CiW, eq = CO2,eq x KOW

CiW,eq = CO3,eq x KOW

CiW,eq = CO4,eq x KOW

00 CiW,eq

CiO,eqKOW

Page 8: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Partition of chemicals in the environment

• The experimental determination of K should cover all environmental properties (T and P ranges)

Water/air: volatility

Water/octanol:hydrophobicity

Page 9: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Partition of chemicals in the environment

Page 10: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Chemical potentials μi : not measurable, logarithmically-related to concentration

: vapor pressure of i

Phase transfer occurs from the higher to the lower μi , and stops when μi are equals in all phases.

• Fugacity f (Lewis 1901): calculable, linearly-related to concentration

C = Z f

Partition of chemicals in the environment

SiLP

⎥⎥⎦

⎢⎢⎣

⎡+= 0

i

i0ii f

f ln RTμ gas) (real μ

⎥⎦⎤

⎢⎣⎡+= S

iL

i0ii P

P ln RT μ μ

Pamol m-3

mol m-3 Pa-1

Page 11: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Fugacity is a sort of partial pressure, that applies as well to compartments when no gas phase exists (organisms).

• Chemicals diffuse from compartments where their fugacity is high to the compartment where their fugacity is the lowest.

• At equilibrium, the fugacity of a chemical is equal in all phases

• The environmental partitionning of a substance is driven by its fugacitycapacity Z in all compartments: ZiA, ZiW, Zi fish.

Zi is constant for each chemical and compartment.

The fugacity approach to partition

(g)f (s)f (l)f iii ==

Page 12: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

-0.2

0

0.2

0.4

0.6

0.8

1

1.2

0

100

200

300

400

500

-0.05

0

0.05

0.1

0.15

0.2

0.25

0

100

200

300

400

500

• Variation of ZiA, ZiW, fiA, fiW, CiA, CiW towards equilibrium

• Case 1: at CbenzA constant, benzene equilibrates to a water phase

CbenzA

CbenzW

ZbenzA

fbenzAin Pa

ZbenzW

fbenzW

in Pa

Time Time

Calculation of K using fugacity coefficients

ZZ Z f

Z f CC K

iWiA

iWeqiW,iAeqiA,

eqiW, eqiA,eqiAW, =×

×==

= —— = —— = 501 0.2

0.002 0.0004

mol m-3

mol m-3

At equilibrium,

=0.0004 mol m-3 Pa-1=0.002 mol m-3 Pa-1

Page 13: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

-0.2

0

0.2

0.4

0.6

0.8

1

0

100

200

300

400

500

-0.05

0

0.05

0.1

0.15

0.2

0.25

0

100

200

300400

500

600

700

• Case 2: CbenzW constant, benzene equilibrates to the air phase

CbenzA CbenzW

ZbenzA

fbenzA

ZbenzW

fbenzW

Time Time

ZZ Z f

Z f CC K

iWiA

iWeqiW,iAeqiA,

eqiW, eqiA,

eqiAW, =××==

= —— = —— = 501 0.2

0.002 0.0004

mol m-3

mol m-3

=0.0004 mol m-3 Pa-1

At equilibrium,

=0.002 mol m-3 Pa-1

Calculation of K using fugacity coefficients

Page 14: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Fugacity in the gas phase

fi (g) = φi Pi = φi xi Ptot

xi is the molar fraction in the gas phaseThe fugacity coefficient φi ≈ 1 except at low temperatures, and except if intermolecular interactions occur

• Calculation of ZiA

TotiA Tot

A iA

TotiAA iA

iAiAiA P n

n x Vn P x

1 x Vn f

C Zιι φφ ===

T Rn VP TotA Tot =

T R 1 ZiA

iφ= ZiA ≈ 10-4 mol m-3 Pa-1 for non ionic substances

Fi (g)= Pi for all non ionic substances

Fugacity and Z in the gas phase

VP n P V

n ZA Tot

TotTotA

TotiAιι φφ ==

1RT

Page 15: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Fugacity of gases and liquids

Page 16: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Fugacity in the liquid phase

• Fugacity in a liquid phase

fi (l) = ( xiW γiW fR ) = xiW γiW

xiW is the molar fraction in the liquid (water) phaseγiW is the activity coefficient. It can be viewed as the ratio of the activity (or fugacity) of i to the activity (or fugacity) that i would have in a pure solution of its own kind. L

n γi = ln γi0 (1 – xi

2) γi0 when xi ≈ 0

• Calculation of ZiW

SiLP

P Voln P n

n x Voln P x

1 x Voln f

C Z SiL W

WTotSiL iW

TotWW iW

SiL iLW

iWiWiWiW

WWiW ιι γγγ ====

P V1 Z S

iL W iW

iWγ= 1/VW! Symbol: VW corresponds to molar volume in m3 mol-1

VWater=18 10-6 m3 mol-1 m-3 mol-1

Pamol m-3 Pa-1

Page 17: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Fugacity and Z in the gas phase

Table 3.2 schwar. Pag 81

Page 18: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Vapor pressure of a liquid and of a solidSL i,P

SL i,P

Sdsupercoole L i,P

iP

SS i,P

Fugacity in condensed phases (liquid and solid)

Page 19: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Relationships between Z and solubility Si

– For a liquid at its solubility limit, thus at equilibrium

At equilibrium:

– For a solid that melts into a liquid phase, at its solubility limit, thus at equilibrium

At equilibrium:

Fugacity in the liquid phase

P (l)f SL i eqi, =

(w)f (l)f eqi, eqi, =

SL i

satiWiW eq i, P x (w)f γ=

1 xiW

satiW γ=

P Vx Z S

iL W

satiW iW =

Sdsupercoole L i

satiWiW eq i, P x (w)f γ=

P (s)f SS i eqi, =

(w)f (s)f eqi, eqi, =

F P P x

iWSdsupercoole L iiW

SS isat

iW γγ ==

W iWW

satiW

iW V1

Vx S

γ==

W iWW

satiW

iW VF

Vx S

γ==

mol m-3

Page 20: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

– saturation of a gas that condensates into the liquid phase, at equilibrium:

At equilibrium:

1 xsatW sat

iWγ=

SL i

satiWiW eq i, P x (w)f γ=

P (g)f SL i eqi, =

(w)f (s)f eqi, eqi, =

W iWW

satiW

iW V1

Vx S

γ==

Fugacity in the liquid phase

Page 21: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Exercise. Determine relevant thermodynamic properties and air-water partitioning properties of benzene, liquid at 298K from:

=12700 Pa Swater=22.8 mol m-3,R=8.314 J mol-1 K-1 VW= 18 10-6 mol m-3

Calculation of K using thermodynamic parameters

P SL i

4-10 4.04 T R1 T R

1 ==iφ

0.0018 1270022.8 P

S P VVS P V

x P V1

SL

WSL W W W

SiL W

satW

SiL W

=====Wγ

0.22 0.00180.000404 Z

Z iWiA ==

Z benzeneA =

= benzene WZ

K benzene AW =

benzene W =γ 2437 10 18 X 22.81

VS1 x

16-

W WsatiW

===

Page 22: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Air-water exchange: Henry Law´s constant

• Air-water equilibrium can be characterized by two constants, the KAW and the Henry Law ’s constant, KH (or H).– KAW , also named the dimensionless constant

– Definition of the Henry Law´s constant

For a gas or a liquid, at equilibrium and

) mol l (atm C P K 1-

eqiW,eq i, H =

Pa (m3 of water) mol-1

T R P V Z

Z CC K

SiL W

iWiA

eqiW, eqiA,eqiAW,

i

iW

φγ===

(m3 of water) (m3 of air)-1

P P SiLeqi, = sat

iW eq iW, C C =

Vapor pressure at TSolubility at T

C P K sat

iW

SiL H =

Page 23: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Air-water exchange

• The Henry Law ’s constant is related to KAW

T RP V

n C iA

iiA ==

eqiW,

eqiA, iAW

CC K =

'HH

eqiW,i

eqiW,

eqiA, iAW K T R

K T R CP

CC K ====

Dimensionless»

T R K T R

K T R P V K H H

SiL W

eqiAW, ===ii

iW

φφγ

C P K

eqiW,eq i, H =

0iLW

Weq iW,

SiL eq iW,

H P V V

xP x

K iWWi

γγ

==

V x C

Weq iW,

eq iW, = P x )(f P (g)f SiLeqiW,Wii i γiW=== and

Page 24: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

The fugacity approach to partition: do not forget

• Alike all K, KAW and KH are related to T

• T dependence is a critical factor of air-water partition

• T is a preminent criteria driving contaminant repartion through volatilizationand condensation.

• To understand T dependence of air-water partition, thermodynamic allows topredict relationships, and they should be validated by measurementsafterwards.

Page 25: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

T dependence of Partitioning

2AB 1)ln()/(1

dTKln d

TH

RdTcted

RTGd iABiAB Δ

•=+Δ•−

=

SiLW H P V K iWγ=

• Temperature dependence of Henry Law ’s constant

C P K sat

iW

SiL H=

)ln( Kln AB cteRT

GiAB +Δ−

=

⎟⎟⎠

⎞⎜⎜⎝

⎛−

Δ=

121AB

2AB 11 )(K)(Kln

TTRH

TT iAB

Page 26: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Temperature dependence of SiLP

T RH P dT

dP 2

vapSiL

SiL Δ=

T R dTH P

dP 2 vap

SiL

SiL Δ=

A T R H - P ln vapS

iL +Δ=

T dependence of air-water exchange

Page 27: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Vapor pressures of classes of contaminants , at 25oCSiLP

T dependence of air-water exchange

Page 28: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Temperature dependence of γiw

T RH dT

xln d 2

excsol

satiW Δ=

B T R H xln

excsolsat

iW +Δ−=

1 xiW

satiW γ=

T dependence of air-water exchange

Page 29: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• Water solubilities SiW of classes of contaminants at 25oC

W iWW

satiW

iWsatiW V

1 Vx S C

γ===

T dependence of air-water exchange

Page 30: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

B A T RH H )

V K ( ln

excsolvap

M

H −+Δ+Δ−=

• T dependence of KH

B - T R H ln

excsol

iWΔ=γ

A T R H - P ln vapS

iL +Δ=

SiLW H P V K iWγ=

Vln B A T RH H K ln M

excsolvap

H −−+Δ+Δ−=

C

T dependence of air-water exchange

Page 31: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

• KH values of classes of contaminants at 25oC

T dependence of air-water exchange

Page 32: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Multimedia Environmental ModelsThe fugacity approach

iB

iA AB C

C K =

Phase A Phase B

Estimation of the fraction of chemical i in A (Fi,A)

ABBA

AiA

BiB

B

A

VVKVCVC

VV

iofmasstotalAiniofmass

11

111

1CVC

C FiBAiA

iA Ai,

+=

+=

+==

chemical i

Page 33: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Multimedia Environmental ModelsThe fugacity approach

iB

iA AB C

C K =

Phase A Phase B

Estimation of the fraction of chemical i in A (Fi,A) when there are k phases(air, water, aerosols, biota, sediments…)

An

k

BnnA

KiKB

A

VVK

VCVV

iofmasstotalAiniofmass

∑=

+=

+⋅⋅⋅⋅++== 11

1CVC

C FiBAiA

iA Ai,

chemical i

Phase k

Page 34: Environmental Models Fugacity approach · Fugacity in the liquid phase • Fugacity in a liquid phase f i (l) = ( x iW γ iW f R)= x iW γ iW x iW is the molar fraction in the liquid

Multimedia Environmental ModelsThe fugacity approach (we change C = Zf)

iB

iA

ZZ

==iB

iA AB C

C K

Phase A Phase B

Estimation of the fraction of chemical i in A (Fi,A) when there are k phases(air, water, aerosols, biota, sediments…)

An

k

BnnA

KiKB

A

VVK

VZVV

iofmasstotalAiniofmass

∑=

+=

+⋅⋅⋅⋅++== 11

1ZVZ

Z FiBAiA

iA Ai,

chemical i

Phase k

At equilibrium the fugacity (fi) in all media is the same (fA = fB =…..=fK=f )