relationships between gpp, npp, nep, ra, rh and re in forest ecosystems sebastiaan luyssaert with...

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Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

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Page 1: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Sebastiaan Luyssaert

with contributions of 40+ research groups

Page 2: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Sebastiaan Luyssaert and contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

• Forest play an important role in the global C-cycle

• Since 1970 ongoing effort to estimate production and respiration

• Considerable uncertainties remain

• Assembled a comprehensive global database

Introduction

Page 3: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Objectives

• Explain some important feature of the database

• Identify data gaps

• Present relationships GPP, NPP, NEP, Ra, Rh and Re

• Present CO2-budgets per biome

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 4: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

The database

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

• Consistent NPP data

• Consistent uncertainty

• Ancillary information

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 5: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

The database

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Expert judgement accounting for :

- Applied methodology

- Number of observations

• Consistent NPP data

• Consistent uncertainty

• Ancillary information

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 6: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

The database

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

• Consistent NPP data

• Consistent uncertainty

• Ancillary information

- Coordinates, elevation, climatic region,

growth form, management, tree species- Observed MAT, APS, LAI, age, height,

BA, diameter, density, biomass- Monthly temperature, precipitation,

rainy days, cloud cover data CRU- Modelled radiation components, air

humidity, N-deposition, soil composition- NDVI

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 7: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Data

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

• 2000+ flux observations

• 380 sites

• 130 GPP, Re & NEP

• 250 NPP

• 130 Rh & Rs

• 35 Ra

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 8: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Data gaps

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

• For GPP, NPP, NEP & Re

need:

- Boreal ecosystems

- Tropical ecosystems

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 9: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Data gaps

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

• For Ra & Rh need:

- All biomes except temperate

humid

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 10: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Dependence of GPP

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Sebastiaan Luyssaert and contributions of 40+ research groups

• High GPP: warm wet

• Low GPP: cold dry

Page 11: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of GPP

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 12: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

?

Dependence of GPP

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 13: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

?

Dependence of GPP

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 14: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

?

Dependence of GPP

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 15: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of GPP, NPP, Re and Rh

• GPP ~ MAT, LAI, P

• NPP ~ MAT, LAI, Rg

• Re ~ MAT, LAI, P

• Rh ~ MAT, ?

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 16: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of NEP

• NEP ~ GPP

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 17: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of NEP

• NEP ~ GPP

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 18: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of NEP

NEP ?

• Age

• Management

Sebastiaan Luyssaert and contributions of 40+ research groups

source

sink

Page 19: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of NPP/GPP

Ra, insuf. data

• NPP/GPP

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 20: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of NPP/GPP

• NPP/GPP data

• NPP/GPP max

production

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 21: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of NPP/GPP

NPP/GPP unmanaged

sites

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 22: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Dependence of NPP/GPP

Management > Temp

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 23: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Components of the CO2-balance

• Benchmark for model validation

• Closure problem

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 24: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Closure of the CO2-balance

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 25: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Global CO2-balance

• Uncertainty when models

follow the observations

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 26: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

Conclusions

• Database of field-observations available for model validation

• Missing 2 out of 8 climate regions

• Climate dependence of GPP, NPP, Re but not of NEP

• NPP/GPP ratio is not 0.475

• Substantial closure terms indicate shortcomings of field-observations

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 27: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

We want more...

• Presentation Denis Lousteau: Management effects on the annual

carbon balance of forests

• Poster Ilaria Inglima: NPP drives Rh in forest ecosystems

• Task force presentations Martin Jung: Comparison of models and

observations

Sebastiaan Luyssaert and contributions of 40+ research groups

Page 28: Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems Sebastiaan Luyssaert with contributions of 40+ research groups

Relationships between GPP, NPP, NEP, Ra, Rh and Re in forest ecosystems

ContributorsI. Inglima, M. Jung, M. Reichstein, D. Papale, S. Piao, E.-D. Schulze, L. Wingate, G. Matteucci, M. Aubinet, C. Beer, C. Bernhofer, K.G. Black, D. Bonal, J.Chambers, P. Ciais, K.J. Davis, E.H. Delucia, A.J. Dolman, A. Don, B. Gielen, J. Grace, A. Granier, A. Grelle, T. Griffis, T. Grünwald, G. Guidolotti, P.J. Hanson, R. Harding, D. Hollinger, P. Kolari, B. Kruijt, W. Kutsch, F. Lagergren, T. Laurila, B. Law, G. Le Maire, A. Lindroth, F. Magnani, M. Marek, J. Mateus, M. Migliavacca, L. Misson, L. Montagnani, J. Moncrieff, E. Moors, J.W. Munger, E. Nikinmaa, D. Loustau, G. Pita, C. Rebmann, A.D. Richardson, O. Roupsard, N. Saigusa, M.J. Sanz, G. Seufert, L. Soerensen, J. Tang, R. Valentini, T. Vesala and I. Janssens

Funding

Belgian Research Foundation (FWO), CarboEurope-IP and Antwerp University

Sebastiaan Luyssaert and contributions of 40+ research groups