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[TP Metro ] Chl 1/ S D AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP· L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time Correlation Matrix: TP Metro , Trophic State Metrics, and Forms of P parameters correlated parameters not correlated

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As Considered Here … “And I looked, and behold a pale horse: and his name that sat on him was AHOD, and Hell followed with him.”

TRANSCRIPT

Page 1: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

[TPMetro] Chl 1/SD AHOD TPe PPe TDPe DOPe SRPe%time SRPe

< 1µgP·L-1

[TPMetro]

Chl

SD

AHOD

TPe

PPe

TDPe

DOPe

SRPe

%time SRPe

< 1µgP·L-1

Correlation Matrix:TPMetro, Trophic State Metrics, and Forms of P

parameters correlated parameters not correlated

Page 2: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Bible StudyBible Study

“And I looked, and behold a pale horse: and his name that sat on him was Death, and Hell followed with him.”

Page 3: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

As Considered Here …As Considered Here …

“And I looked, and behold a pale horse: and his name that sat on him was AHOD, and Hell followed with him.”

Page 4: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Martin T. Auer, Phillip A. DePetro, and Kevin A. BierleinDepartment of Civil & Environmental Engineering

Michigan Technological University

Steven C. ChapraDepartment of Civil & Environmental Engineering

Tufts University

1111thth Onondaga Lake Scientific Forum, Syracuse, New York, November 2009 Onondaga Lake Scientific Forum, Syracuse, New York, November 2009

SINS OF THE MOTHERS AND FATHERS:SINS OF THE MOTHERS AND FATHERS:WHITHER REDEMPTION?WHITHER REDEMPTION?

UNTO HOW MANY GENERATIONS:UNTO HOW MANY GENERATIONS:LEGACY ORGANIC CARBON IN ONONDAGA LAKE SEDIMENTSLEGACY ORGANIC CARBON IN ONONDAGA LAKE SEDIMENTS

Page 5: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Let’s Get One Thing Straight …Let’s Get One Thing Straight …

Page 6: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Why? Why?

Time

Conc

entr

ation

whatextent

when

The question is not whether lakes will improve following external loading reductions, but when and to what extent.

Restoration & Management of Lakes and Reservoirs; Cooke et al. (2005)

Page 7: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

, , 0

1water t

water t wat

k

erC C e

, , 0

sed t

sed t sed

kzC C e

sediment

water

burial

flushing

with a rapid flushing rate, the fast eigenvalue for Onondaga Lake is fast indeed.

the slow eigenvalue … not so much.

It’s the Slow Eigenvalue, StupidIt’s the Slow Eigenvalue, Stupid

Page 8: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

sediment

water

burial

flushing

Eigenvalues and Lake RecoveryEigenvalues and Lake Recovery

0 20 40 60 80 100

fasteigenvalueeffect

sloweigenvalueeffect

Cw

ater

Cse

dim

ent

Time (yr)

Page 9: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Whatever Became of Shagawa Lake?Whatever Became of Shagawa Lake?

Ely, Minnesota

ShagawaLake

Larsen, D.P. and Malueg, K.W. 1980. Whatever became of Shagawa Lake? pp. 67-72, In: Restoration of Lakes and Inland Waters, U.S. Environmental Protection Agency.

• water column TP of 50 ppb

• tertiary treatment reduced load by 80%

• not so much; they missed the slow eigenvalue

• a fast eigenvalue-based model predicted that water column TP would reach 12.5 ppb within 1.5 years

Page 10: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Whatever Became of Shagawa Lake?Whatever Became of Shagawa Lake?

Ely, Minnesota

ShagawaLake

Chapra, S.C. and R.P. Canale. 1991. Long-term phenomenological model of phosphorusand oxygen in stratified lakes. Water Research, 25(6): 707-715.

“supply from the sediments had not diminished since treatment began … further recovery … will depend upon how long feedback from the sediments continues.”

Page 11: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

So … What’s in the Bottom of Onondaga Lake?So … What’s in the Bottom of Onondaga Lake?

• win a UFI t-shirt text your answers to 22422

(1) Pere Lemoyne’s hat

Page 12: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

So … What’s in the Bottom of Onondaga Lake?So … What’s in the Bottom of Onondaga Lake?

(1) Pere Lemoyne’s hat

(2) A Cornell coxswain

Page 13: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

So … What’s in the Bottom of Onondaga Lake?So … What’s in the Bottom of Onondaga Lake?

(1) Pere Lemoyne’s hat

(2) A Cornell coxswain

(3) Ben Schwartzwalder’s comb

Page 14: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

So … What’s in the Bottom of Onondaga Lake?So … What’s in the Bottom of Onondaga Lake?

(1) Pere Lemoyne’s hat

(2) A Cornell coxswain

(3) Ben Schwartzwalder’s comb

(4) The veil of Onondaga

Page 15: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

So … What’s in the Bottom of Onondaga Lake?So … What’s in the Bottom of Onondaga Lake?

(1) Pere Lemoyne’s hat

(2) A Cornell coxswain

(3) Ben Schwartzwalder’s comb

(4) The veil of Onondaga

(5) Le Soup d’Yesterjour

NH3

PO4

CH4

H2S

SODMeHg

SND

Page 16: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

The Path to RecoveryThe Path to RecoveryRuns Through the SoupRuns Through the Soup

… when and to what extent?

Le Soupd’Yesterjour

… with organic carbon fueling the fire.

Page 17: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Diagenesis and the Slow Eigenvalue in Onondaga LakeDiagenesis and the Slow Eigenvalue in Onondaga Lake

P, NH3, Hg

, , 0

sed t

sed t sed

kzC C e

slow eigenvalue

burial; Hg

diagenesis; NH3, P

Page 18: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

The Slow Eigenvalue in Onondaga LakeThe Slow Eigenvalue in Onondaga Lake

0.1 0.2 0.3 0.4 0.50

10

20

30

40

50

Dept

h in

Sedi

men

t (cm

)

Total Phosphorus (%DW)

0

5

10

15

1985 1990 1995 2000 2005 2010

P (m

gP∙m

-2∙d

-1)

PP

slow eigenvalue

They weren’t supposed to do this until I was dead.Chapra (2009)

Page 19: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

The Slow Eigenvalue in Onondaga LakeThe Slow Eigenvalue in Onondaga Lake

0.0 0.2 0.4 0.6 0.8 1.00

10

20

30

40

50

Dep

th in

Sed

imen

t (cm

)

Total Nitrogen (%DW)

0

20

40

60

80

100

1990 1995 2000 2005 2010

NHNH33

NH

3-N (

mg∙

m-2∙d

-1)

slow eigenvalue

Page 20: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

The Slow Eigenvalue in Onondaga LakeThe Slow Eigenvalue in Onondaga Lake

0

20

40

60

80

100

120

140

0 4 8 12 16

1997 Total Hg

Dep

th in

Sed

imen

t (cm

)

Total Mercury (µg∙gDW-1)

0

200

400

600

800

1000

2005 2006 2007 2008

MeH

g H

AR

(ng∙

m-2∙d

-1)

Hg, MeHgHg, MeHg

slow eigenvalue

Page 21: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Carbon Diagenesis and Water QualityCarbon Diagenesis and Water Quality

The EngineP NH3 H2S

MeHg CH4

The Fuel

The Gatekeepers

C

O2 NO3

external

loads

managementvariable

Page 22: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Carbon Diagenesis and Water QualityCarbon Diagenesis and Water Quality

The EngineP NH3 H2S

MeHg CH4

The Fuel

C

external

loadsinternal

loads

managementvariable

Page 23: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Organic Carbon Diagenesis in Sediments:Organic Carbon Diagenesis in Sediments:TheThe Slow Eigenvalue Slow Eigenvalue

C

, , 0

sed t

sed t sed

kzC C e

slow eigenvalueoperative processes

burial

diagenesis

P NH3 H2SMeHg CH4

C

Page 24: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

DIAGENESIS with constant deposition

0

10

20

30

40

50

0 1 2 3 4 5Total Organic Carbon (%DW)

Dep

th in

Sed

imen

t (cm

)

Quantifying Legacy CarbonQuantifying Legacy Carbon

Page 25: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

DIAGENESIS with variable deposition

Total Organic Carbon (%DW)

Dep

th in

Sed

imen

t (cm

)0

10

20

30

40

50

60

2 4 6 8 10 12

Quantifying Legacy CarbonQuantifying Legacy Carbon

Page 26: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

LABILITY ASSAYS under oxic conditionsO

xyge

n C

onsu

med

(mgO

2∙gD

W-1)

byoxidativemetabolism

Z = 2.0-2.5 cm

Z = 58-60 cm

Incubation Time (d)

0

5

10

15

20

25

0 5 10 15 20

Quantifying Legacy CarbonQuantifying Legacy Carbon

Page 27: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

0

2

4

6

8

10

12

14

0 2 4 6 8

Oxy

gen

Con

sum

ed (m

gO2∙g

DW

-1)

byfermentativemetabolism

Z = 21 cm

Z = 49 cm

Incubation Time (d)

Quantifying Legacy CarbonQuantifying Legacy Carbon

LABILITY ASSAYS under anoxic conditions

Page 28: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

LABILITY AT DEPOSITION

byfermentative metabolism56%

byoxidativemetabolism

90%

Quantifying Legacy CarbonQuantifying Legacy Carbon

Page 29: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

EXPECTATIONS for downcore changes in lability

0

10

20

30

40

50

0 1 2 3 4 5Total Organic Carbon (%DW)

Dep

th in

Sed

imen

t (cm

)

Quantifying Legacy CarbonQuantifying Legacy Carbon

Page 30: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

LABILITY PROFILE under oxic conditions

Labile Organic Carbon (%TOC)

Dep

th in

Sed

imen

t (cm

)

0

10

20

30

40

50

60

70

80

0 25 50 75 100

oxidativemetabolism

Quantifying Legacy CarbonQuantifying Legacy Carbon

Total Organic Carbon (%DW)

Dep

th in

Sed

imen

t (cm

)

0

10

20

30

40

50

60

2 4 6 8 10 12

NoRedemption

Page 31: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

0

10

20

30

40

50

60

70

80

0 25 50 75 100Labile Organic Carbon (%TOC

Dep

th in

Sed

imen

t (cm

)

fermentative metabolism

Quantifying Legacy CarbonQuantifying Legacy Carbon

Total Organic Carbon (%DW)

Dep

th in

Sed

imen

t (cm

)

0

10

20

30

40

50

60

2 4 6 8 10 12

NoRedemption

LABILITY PROFILE under anoxic conditions

Page 32: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

22 2 2( )C OH O CO H O

3 232 2 2( )C H O N CO HCO H ONO

2 24 2

2( )C H O Mn COMn H O

2 23 2

2( )C H O Fe COFe H O

22 2 2 24( )C H O H S CO H OSO

42 2( ) C OC HH O C

electrondonor

electronacceptor CO2+ reduced species

end product+

various various

Quantifying Legacy CarbonQuantifying Legacy Carbon

MAPPING DIAGENESIS

Page 33: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

MAPPING DIAGENESIS• ETSA and the localization of oxidative processes

20010000

10

20

30

40

50

60

Electron Transport System Activity(mgO2∙gDW-1∙hr-1)

Dept

h in

Sed

imen

t (cm

)

Redrawn from Stromquist1996

region of oxidative metabolism

~0-10 cm

22 2 2( )C OH O CO H O

3 232 2 2( )C H O N CO HCO H ONO

2 24 2

2( )C H O Mn COMn H O

2 23 2

2( )C H O Fe COFe H O

22 2 2 24( )C H O H S CO H OSO

Quantifying Legacy CarbonQuantifying Legacy Carbon

Page 34: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Methane (mg L∙ -1)

0

10

20

30

40

50

60

0.0 0.5 1.51.0

MAPPING DIAGENESIS• localization of methanogenesis

region of fermentative metabolism

~10-20 cm

42 2( ) C OC HH O C

Dept

h in

Sed

imen

t (cm

)

Quantifying Legacy CarbonQuantifying Legacy Carbon

Page 35: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Quantifying Legacy CarbonQuantifying Legacy Carbon

0

5

10

15

20

25

2 4 6 8 10 12

om

rmDe

pth

in S

edim

ent (

cm)

Total Organic Carbon (%DW)LITANY OF LEGACY• 14 years in the mud

Page 36: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Preservation (think iceman)Preservation (think iceman)

Mayer et al. 1994a,b, 2004; Zimmerman et al. 2004; Curry et al. 2007

MECHANISMS

• surface adsorption on mineral particles

• encapsulation in the mineral microfabric

• biological protection (necromass)

• humification (enzyme resistance)

Thompsen et al. 2002; Arnarson and Keil 2007; Curry et al. 2007

Ladd and Paul 1973; Mayer 2004

Hedges 1988; Hedges et al. 1999; Hedges and Keil 1995

b. 3300 BCE

Ötzi the Iceman

Page 37: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Does this mean … ?Does this mean … ?

0

5

10

15

20

25

2 4 6 8 10 12

om

rm

Dept

h in

Sed

imen

t (cm

)

Total Organic Carbon (%DW)

preservation

Page 38: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

0

10

20

30

40

50

60

2 4 6 8 10 12Total Organic Carbon (%DW)

Dep

th in

Sed

imen

t (cm

)

Ah … yes … redemption!Ah … yes … redemption!

1 2, , ,0 , ,0

k t k OETPOC t poc labile poc conditionally labile refractoryc c e c e c

Page 39: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

SINS OF THE MOTHERS AND FATHERS:SINS OF THE MOTHERS AND FATHERS:WHITHER REDEMPTION?WHITHER REDEMPTION?

Page 40: [TP Metro ]Chl1/SDAHODTP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 [TP Metro ] Chl SD AHOD TP e PP e TDP e DOP e SRP e %time SRP e < 1µgP·L -1 Correlation

Carbon Diagenesis and Water QualityCarbon Diagenesis and Water QualityThe ModelThe Model

The EngineP NH3 H2S

MeHg CH4

The Fuel

The Gatekeepers

C

O2 NO3

external

loads

managementvariable

THETHE• load driven• water column linked • coupled • flux predicting

MODELMODEL