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Daniel Metcalfe Oxford University Centre for the Environment [email protected] Comprehensive monitoring of carbon allocation and cycling across the Amazon basin

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Page 1: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Daniel MetcalfeOxford University Centre for the Environment

[email protected]

Comprehensive monitoring of carbon allocation and cycling

across the Amazon basin

Page 2: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Objectives

1) Establish baseline of current forest carbon storage and allocation

2) Monitor ongoing changes in forest carbon cycling

Page 3: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Increasing COIncreasing CO22 “fertilizer” in the “fertilizer” in the

atmosphereatmosphere

Page 4: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

0 0.1 0.2 0.3 0.4 0.5 0.6

NW Amazonia

NE Amazonia

N Congo

E Indonesia

SW India

W Africa

C Amazonia

SW Amazonia

Cameroon

W Indones

S Congo

C America

SE Amazonia

Rate of Temperature Change (oC/decade)

SENSITIVITY: TEMPERATURESENSITIVITY: TEMPERATURE

Malhi and Wright (2004), Philosophical Transactions of the Royal Society

Page 5: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

↓ precipitation ↑ atmospheric CO2 levels

↓ photosynthesis & ↑ soil respiration

↑ temperature

↑ terrestrial CO2 emissions↑ replacement of forest with savannah

IPPC 2007 working group 1 report

Page 6: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Dry seasonlength

+-

Current trends: spatial variation

Page 7: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Field Sites

Caxiuana

Tanguro

Noel Kempff

Kosnipata

Iquitos

Tambopata

Comparisons • Drought• Soil type• Fire• Altitude

Page 8: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Ecosystem respiration Net primary production

Rstem

Rleaf

Rsoil

Pcanopy

Pstem

ProotRcwd

Mleaf

Mroot

Mstem

Constructing bottom-up carbon budgets

Rsoil

Rroots

Rmycorrhizae

Rsom

Rlitter

Soil CO2 efflux partitioning

Page 9: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Constructing bottom-up carbon budgetsGPPflux tower = 30.4; Predicted GPP = 29.9 � 4.8Manaus, Brazil

R leaf = 10.0 � 4.0

R stem = 4.2 � 1.0

R CWD = 2.5� 0.3

R total = 29.3 � 4.7

R aut = 19.8 � 4.6

R het = 9.6 � 1.2

NPPtotal = 10.1 � 1.4

NPPAG = 7.3 � 1.3

NPPBG = 2.8 � 0.7

Fdoc = 0.19 � 0.07

DFine litterfall = 3.6 � 0.7

DCWD= 3.4� 1.0

R roots = 5.6 � 2.0

Predicted R soil = 12.6±2.3

Measured R soil = 12.1 � 1.7

DRoot = 2.8 � 0.7

R soil het.=7.1 � 1.1

NPP coarse roots = 0.8 � 0.2

NPP fine roots = 2.1 � 0.7

NPP stem = 2.58 � 0.06

NPP VOC = 0.13 � 0.06NPP leaves,flowers,fruit = 3.6 � 0.7

NPP branch turnover = 1.0 � 1.0

Page 10: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Equipment contruction & installation

Page 11: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Ecosystem respiration Net primary production

Rstem

Rleaf

Rsoil

Pcanopy

Pstem

ProotRcwd

Mleaf

Mroot

Mstem

Page 12: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Pcanopy

Pstem

Mleaf

Mstem

Page 13: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Foliage densityFoliage density

Page 14: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

ClassificationClassification

Page 15: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

OutputsOutputs

Page 16: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Specific leaf areaSpecific leaf area

Page 17: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Threshold image to calculate area

Fill in eaten leaf area to quantify herbivory

Page 18: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Leaf morphology

Page 19: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Variation with canopy height

Page 20: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Leaf dark respiration

Page 21: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Leaf light respiration

Page 22: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Ecosystem respiration Net primary production

Rstem

Rleaf

Rsoil

Pcanopy

Pstem

ProotRcwd

Mleaf

Mroot

Mstem

Page 23: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Stem Dynamics

Measurements1)Below and above 10cm DBH2) Basic data (species, DBH, height wood density)3) Mode of death4) Respiration......basal vs contruction respiration

Res

pira

tion

Growth

Page 24: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Biomass change / Mg ha-1 yr-1

0

2

4

6

8

10

12

14

16

18

-4 -3 -2 -1 0 1 2 3 4 5 6

No

. plo

ts

1.22 ± 0.42 Mg ha-1 yr-1

Histogram of rate of biomass change over the 1980s and 1990s as observed in 59 RAINFOR plots. The mean change is 1.22±0.42 Mg biomass ha-1 year-1. From Baker et al (2004), Philosophical Transactions of the Royal Society of London.

Current trends: Increasing biomass

Page 25: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Changes in tree recruitment (green) and mortality as observed in RAINFORold-growth forest plots in recent decades. Forests appear to be becoming Increasingly dynamic. From Phillips et al (2004)

An

nu

al r

ate

of

stem

m

ort

alit

y/re

cru

itm

ent

(%)

Year

Current trends: Increasing dynamism

Page 26: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Ecosystem respiration Net primary production

Rstem

Rleaf

Rsoil

Pcanopy

Pstem

ProotRcwd

Mleaf

Mroot

Mstem

Page 27: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Ecosystem respiration Net primary production

Rstem

Rleaf

Rsoil

Pcanopy

Pstem

ProotRcwd

Mleaf

Mroot

Mstem

Page 28: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

TECHNIQUES: RHIZOTRONSTECHNIQUES: RHIZOTRONS

1.1. In situIn situ measurement measurement2.2. High temporal frequencyHigh temporal frequency3.3. Record root growth, Record root growth,

mortality, longevitymortality, longevity

Page 29: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

RHIZOTRONS: CONVERTING LENGTH TO MASS RHIZOTRONS: CONVERTING LENGTH TO MASS

Calculate cross-sectional root area

Multiply area by length/width of plot to derive volume

Multiply volume by root density

Frequent root mass production (t ha-1)rhizotron screenrhizotron screen

rootsroots

Source: Bernier & Robitaille. (2004), Plant and Soil.

Page 30: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

TECHNIQUES: INFRA-RED GAS ANALYZERTECHNIQUES: INFRA-RED GAS ANALYZER

CO2

IRGAIRGA

1.1. Record soil respirationRecord soil respiration

2.2. Remove litter, measure respiration againRemove litter, measure respiration again

3.3. Remove soil core, roots from core. Measure Remove soil core, roots from core. Measure root respiration.root respiration.

4.4. Subtract root and litter respiration from total Subtract root and litter respiration from total soil respirationsoil respiration

isolate litter isolate litter contributioncontribution

estimate root estimate root contributioncontribution

estimate residual estimate residual respiration (i.e.: from respiration (i.e.: from soil organic matter)soil organic matter)

Page 31: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Soil CO2 efflux partitioning

No litterControl 2 × litter

Control

No roots or mycorrhizae

No roots

Page 32: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Key websites- The Amazon Forest Inventory Network:

http://www.geog.leeds.ac.uk/projects/rainfor/- Project for the Advancement of Networked Science in Amazonia:

http://www.eci.ox.ac.uk/projects/panamazonia/- Large Scale Atmosphere-Biosphere Experiment in Amazonia:

http://www.lbaeco.org/lbaeco/

Daniel MetcalfeDaniel [email protected]@ouce.ox.ac.uk

Page 33: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Caxiuana

Tanguro

Noel KempffAndesTransect

Iquitos

Page 34: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Lloyd (1999), Functional Ecology.

The The current effect of CO effect of CO22 fertilizer on fertilizer on

terrestrial ecosystemsterrestrial ecosystems

Page 35: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Synthesis of results

1.1. Good evidence for drought-induced decline in Good evidence for drought-induced decline in photosynthesis, photosynthesis, but this is balanced out by a decline in soil this is balanced out by a decline in soil COCO22 efflux. efflux. What accounts for inter-annual patterns?

2.2. Some evidence for drought-induced changes in mortality Some evidence for drought-induced changes in mortality and reproduction, and reproduction, but massive variability. massive variability.

3.3. Overall, the forest appeared suprisingly resilient to droughtOverall, the forest appeared suprisingly resilient to drought

BUT

Other poorly quantified components of the carbon cycleOther poorly quantified components of the carbon cycle

Page 36: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Robustness of the modelled “Amazon Robustness of the modelled “Amazon drought”drought”

Page 37: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Short-term model predictions:Short-term model predictions: Climate & Carbon Climate & Carbon

Page 38: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Differences amongst regionsDifferences amongst regions

Page 39: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Long-term model predictions:Long-term model predictions: Vegetation Vegetation

Page 40: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Long-term model predictions:Long-term model predictions: vegetation vegetation

Page 41: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

↑ atmospheric CO2 levels↓ precipitation

↓ photosynthesis & ↑ soil respiration

↑ temperature

↑ terrestrial CO2 emissions

e.g.: see Cox et al. (2000), Nature.

↑ replacement of forest with savannah

Page 42: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Results from the first two years: soil moisture

Page 43: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Results from the first two years: canopy properties

Page 44: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Results from the fifth year: canopy properties

Page 45: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Results: tree dynamics

Mortality over 3 yearsMortality over 3 years

Control: 2.4% of pop.Control: 2.4% of pop.

TFE: 1.5% of pop.TFE: 1.5% of pop.

BUT

Control: 1.3 t C haControl: 1.3 t C ha-1-1

TFE: 2.1 t C haTFE: 2.1 t C ha-1-1

Page 46: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

↑ atmospheric CO2 levels↓ precipitation

↓ photosynthesis & ↑ soil respiration

↑ temperature

↑ terrestrial CO2 emissions

e.g.: see Cox et al. (2000), Nature.

↑ replacement of forest with savannah

Page 47: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Overlooked components of the C cycle

Leaf dark respiration

Page 48: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

TEMPORAL TRENDS: RESPIRATIONTEMPORAL TRENDS: RESPIRATION

Model uncertainty caused mainly by lack Model uncertainty caused mainly by lack of information about below-ground of information about below-ground processesprocesses

Source: Lloyd & Prentice (1998), Nature.

Page 49: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

RHIZOTRONS: RESULTS RHIZOTRONS: RESULTS

surge in both growth surge in both growth and mortality during and mortality during

the wet seasonthe wet season

Additional surge on Additional surge on the Drought plot the Drought plot

coinciding with the coinciding with the first big rain eventsfirst big rain events

? ? ?

Page 50: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

SYNTHESIS: ABOVE- & SYNTHESIS: ABOVE- & BELOW-GROUND DATABELOW-GROUND DATA

0

1

2

3

4

5

6

7

control drought

tC h

a-1

yr-1

litter- rep.

litter- leaveslitter- wood

stemroot

Treatment differences in stem wood Treatment differences in stem wood production are relatively small compared production are relatively small compared

to root and litter fall productionto root and litter fall production

The drought treatment alters ecosystem The drought treatment alters ecosystem carbon cycling, e.g.: the balance between carbon cycling, e.g.: the balance between carbon entering the soil via litter fall, and carbon entering the soil via litter fall, and

leaving via microbial respirationleaving via microbial respiration

Page 51: Daniel Metcalfe Oxford University Centre for the Environment daniel.metcalfe@ouce.ox.ac.uk Comprehensive monitoring of carbon allocation and cycling across

Accounts for 45% of the worlds tropical forestAccounts for 45% of the worlds tropical forest

Stores 40% of carbon residing in terrestrial vegetationStores 40% of carbon residing in terrestrial vegetation

Hosts a large proportion of global biodiversityHosts a large proportion of global biodiversity

Malhi & Grace (2000), TREE.