Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

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Carbon fluxes in a managed Northern Wisconsin landscape (Chequamegon National Forest, Washburn Ranger District) Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003 Asko Noormets, Jiquan Chen

description

Carbon fluxes in a managed Northern Wisconsin landscape (Chequamegon National Forest, Washburn Ranger District). Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003 Asko Noormets, Jiquan Chen. Stand characteristics. Site 1: Mature hardwood. Site 2: Mature red pine. - PowerPoint PPT Presentation

Transcript of Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Page 1: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Carbon fluxes in a managed Northern Wisconsin landscape (Chequamegon National Forest, Washburn Ranger District)

Stands: MHW, MRP, PB, CC/YHW, YMP

Data coverage: May 1, 2002 - April 30, 2003

Asko Noormets, Jiquan Chen

Page 2: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Stand characteristics

Parameter MHW MRP PB CC YMP

% of landscape 40.1 20.5 17 5.3 4.6

Basal area m2 ha-1 33.5 26.9 n/a n/a 4.72

Tree Age, years 65 63 15 3 8

Canopy cover, % 97 70 4 2 17

Page 3: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Site 1: Mature hardwood

Page 4: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Site 2: Mature red pine

Page 5: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Site 3: Pine barrens

Page 6: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Site 4: Hardwood clearcut

Page 7: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Site 5: Young mixed pine

Page 8: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Monthly NEE

-1000

-800

-600

-400

-200

0

200

400

May

June

July

Aug

.

Sept

.

Oct

.

Nov

.

Dec

.

Jan.

Febr

.

Mar

ch

Apr

il

NEE

, g

C m

-2 m

o-1

MHW

MRP

PB

CC/YHW

YMP

Page 9: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Annual NEE

-1000

-800

-600

-400

-200

0

200

400

MHW MRP PB CC/YHW YMPN

EE,

g C

m-2

yr-1

Page 10: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Energy balance closure

storTGRn

HsEClosure

Site All Night DayMHW 0.588 0.717 0.62MRP 0.579 0.696 0.587PB 0.649 0.791 0.656CC/YHW 0.514 0.821 0.469YMP 0.588 0.721 0.582

Page 11: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Night NEE-Ta relationships

MHW: y = 0.1361 e0.0111x,

R2yr=0.1507, R2

s=0.0292

MRP: y = 0.1869 e0.0214x,

R2yr=0.1355, R2

s=0.0603

PB: y = 0.0784 e0.05x,

R2yr=0.0873, R2

s=0.0077

CC/YHW: y = 0.1703 e0.0298x,

R2yr=0.2301, R2

s=0.1088

YMP: y = 0.2265 e0.0156x,

R2yr=0.1130, R2

s=0.1063

0.0

0.1

0.2

0.3

0.4

0.5

0 10 20 30 40

MHW

MRP

PB

CC

YRP

Ta, °C

NE

E, m

g C

O2 m

-2 s

-1

Page 12: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Original data & corrections, MHW

-250

-200

-150

-100

-50

0

50

100

May

Jun

e

July

Au

g.

Sep

t.

Oct

.

Nov

.

Dec

.

Jan.

Febr

.

Mar

ch

Apr

il

NEE

, g

C m

-2 m

o-1

Fc+Stor.+WPL

E bal. cl.

u*-adj.

Stor.Winter.u*

Method 10

Page 13: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

NEE

-300

-250

-200

-150

-100

-50

00 50 100

Stand age (could be LAI)

% c

han

ge

due

to s

tora

ge

& u

*

Site Fc+WPL+Storage closure corrected u* corrected method 10.1MHW -1427 -1312 -1215 -616MRP -1678 -1373 -1297 -912PB -653 -381 -517 -326YHW -136 -38 -43 188YRP -881 -573 -528 -261

Page 14: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Storage term calculationsFc

FcWPL

Li800

Li800WPL

IF ((MHW or MRP) AND Li800 ne .)THEN FcSTOR=FcWPL+Li800WPL

IF (PB or CC or YMP)THEN FcSTOR=FcWPL

7-day mean ofLi800WPL=lagli800

Li800WPL = f (Tref) CO2STOR

IF ((MHW or MRP) AND (before or after Li800));

IF (Li800WPL<-0.05 or Li800WPL= .) AND CO2STOR>0THEN FcSTOR=FcWPL+CO2STOR

IF Li800WPL<-0.05 AND CO2STOR<0THEN FcSTOR=FcWPL+lagli800

IF (MHW or CC or PB) AND month>10 THEN FcSTOR>0 ELSE .;IF (MRP or YMP) AND month>10 AND TAir<10 THEN FcSTOR>0 ELSE .;

Page 15: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

A-Q response (July - August)

-10

-5

0

5

10

15

20

25

30

0 500 1000 1500 2000NEE

, µm

ol C

O2

m-2

s-1

MHW MRP PB CC/YHW YMP

Page 16: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Partial R2 for residual analysis

Fc_resid = f {VPD, Rn}

R2VPD (MHW)

=0.063, R2Rn (MHW)

=0.161

R2VPD (MRP)

=0.105, R2Rn (MRP)

=0.149

Fc_resid = f {Rn, VPD}

R2Rn (PB)

=0.055, R2Rn (PB)

=0.056

R2Rn (CC)

=0.203, R2Rn (CC)

=0.130

R2Rn (YMP)

=0.123, R2Rn (YMP)

=0.275

Page 17: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

Remaining uncertainties

• Accuracy of net radiometers

• Independent criteria for quantifying storage

• Absence of direct storage data in winter

• Midday NEE negative in winter (w/o leaves)

Page 18: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

A-Q response, Pmax

MHWMRP PB YHW YRP

May-June

July-Aug.

September

October

Nov.-Dec.

0

0.2

0.4

0.6

0.8

1

1.2P

ma

x

Page 19: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

MHW MRP PB YHW YRP

May-June

July-Aug.September

OctoberNov.-Dec.

0

0.001

0.002

0.003

0.004

0.005

0.006

0.007

Qu

an

tum

yie

ld

A-Q response, Q

Page 20: Stands: MHW, MRP, PB, CC/YHW, YMP Data coverage: May 1, 2002 - April 30, 2003

MHW MRP PB YHW YRP

May-June

July-Aug.September

OctoberNov.-Dec.

0204060

80100

120

140

160

180

200

Lig

ht

com

p. p

oin

t

A-Q response, L