ecosystem component levi, finland 13-18 november

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Ecosystem component Levi, Finland 13-18 November

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Page 1: Ecosystem component Levi, Finland 13-18 November

Ecosystem component

Levi, Finland 13-18 November

Page 2: Ecosystem component Levi, Finland 13-18 November

Site representativeness• 5 yearrs plan

• O1.1.4 To provide an optimal design for an operational long term system for monitoring the carbon balance of Europe and of European countries.

• Task 1.1.4 Contribution to develop the CarboEurope carbon observation system through optimisation of the flux network A comprehensive scientific analysis using multivariate statistical analysis and optimisation theory will be carried out to assess the current distribution of flux sites and to redesign the spatial distribution of sampling in terms of ecosystem, climate, soils and management regimes. A new European design of the flux network will be provided taken into account the modelling needs and the representativeness of ecosystems. This result could be used in the future for implementation of an operational carbon data observation system at European level.

Page 3: Ecosystem component Levi, Finland 13-18 November

• 18-months plan• Task 1.1.4 Assessment of ecosystem site network• It is planned to generate a comprehensive scientific analysis using

multivariate statistical analysis and optimisation theory to assess the current distribution of flux sites and to redesign the spatial distribution of sampling in terms of ecosystem, climate, soils and management regimes. This analysis will occur within the first two years. The results of the analysis could be in maintaining some of the stations but a reallocation of the existing network in undersampled areas or specific ecosystems of particular relevance will be considered. This result could be used in the future for implementation of an operational carbon data observation system at European level.

Site representativeness

Page 4: Ecosystem component Levi, Finland 13-18 November

EDDY FLUX

Useful data for parametrization / validation

Standardized quality control and gap-filling

Centralized database with standard, fully transparent data processing

16 Clusters of sites (different land uses/covers)

Total 103 sites of ecosystem fluxesContinuous monitoring (51 sites for 5 years)

CarboEurope – IP

103 Eddy covariance sites50 forests28 grasslands22 crops3 others

Page 5: Ecosystem component Levi, Finland 13-18 November

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ENF EBF DBF MF M G C W

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Page 6: Ecosystem component Levi, Finland 13-18 November

Summary 1

Flux towers are not used for geospatial scaling of carbon fluxes but to improve current models estimate and process level understanding.

What is the optimal design of the flux network ? How many sites are needed to reduce model uncertainties by x %.

Use Baysean approach, Montecarlo tools (learn from inversion community, Rayner work). Include land use, disturbances. Perform a sectorial analysis

Page 7: Ecosystem component Levi, Finland 13-18 November

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Updating MODIS GPP algorithm parametersKeyp. RUEmax:

PFTs color coded

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250.0500.0750.01000.01250.01500.01750.02000.0

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• inter-PFT variability• intra-PFT variability• f(species, N, T???)

Page 8: Ecosystem component Levi, Finland 13-18 November

Summary 2

• Optimal representation of biophysical/land use patterns. Multi-layer approach based on European data sets. Extract information to expand biophysical features with land use patterns. Use a sectorial approach (grassland, cropland, forests)

Page 9: Ecosystem component Levi, Finland 13-18 November

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Temperature

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Page 10: Ecosystem component Levi, Finland 13-18 November
Page 11: Ecosystem component Levi, Finland 13-18 November
Page 12: Ecosystem component Levi, Finland 13-18 November

Summary

• At the moment we are not able to provide a solid scientific rationale for an optimal network design, work must proceed (workshop in March, Italy) with also other components input (atmosphere, modellers)

BUT……..

Page 13: Ecosystem component Levi, Finland 13-18 November

Efficiency of network design

• Revisit scientific questions

• Classify current network design according to scientific questions (mapping sites to questions)

• Verify if the current sites are fulfilling the objectives

• Verify the suitability of sites (eddy problem)

• Verify the data delivery of sites (administrative)

Tower flux site Scientific questions addressed

Footprint quality

Quality of data (CO2)

Quality of data (energy)

Problems of advection detected

Data delivery (eco)

Additional data available

Uniqueness Representativeness

Page 14: Ecosystem component Levi, Finland 13-18 November

RULES FOR DATA SUBMISSION(to be accepted by all components)

1. End of December (31.12.2005) all the main site data files (flux ,meteo and gen files) until June 30th 2005 must be delivered to the database.

2. IF NOT the operational budget assosiated with that particular flux tower site will not be awarded for 25 to 42 month

3. End of March (31.03.2006) all the main site data files (flux ,meteo and gen files) until December 31st 2005 must be delivered to the database.

4. IF NOT the operational budget associated with that particular flux tower site will be cancelled for 25 to 36 month

Page 15: Ecosystem component Levi, Finland 13-18 November

http://gaia.agraria.unitus.it/database

Page 16: Ecosystem component Levi, Finland 13-18 November

Some numbers

From March 2004:• 275 users• 40 users not from Carboeurope IP• More than 230 sites/years• About 2000 sites/years downloaded

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Number of queries

Page 17: Ecosystem component Levi, Finland 13-18 November

Future

• The Ameriflux and Fluxnet databases will be processed using the CarboeuropeIP standard methodology with the aim to obtain a new Marconi type dataset that will be used for new synthesis works at global scale

• They will also use the same email alert system currently used in our database to inform the PIs about who downloaded their data and to do what. Also the Versioning code will be used.

Page 18: Ecosystem component Levi, Finland 13-18 November

• In the next weeks the Greengrass database will be incorporated in the Carboeurope IP database and processed.

• We asked also the data from Carbomont without answer

• We are waiting the data from the Siberian projects (from Eurasia-net to TCOS)

• We will try also to obtain data from the Amazonian project from EU

• Any other dataset is welcome

We invite also the PIs to send their data and in particular the 2003 missed months!!!

Page 19: Ecosystem component Levi, Finland 13-18 November

 

Forest activity: progress

John Grace

Page 20: Ecosystem component Levi, Finland 13-18 November
Page 21: Ecosystem component Levi, Finland 13-18 November

SPA model (Williams et al. 1996)

171 172 173 174 175 176 177 178-10

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Tropical rain forest

Temperate oak forest

Arctic shrub tundra

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eco

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ol m

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Page 22: Ecosystem component Levi, Finland 13-18 November

List of synthesis papers• NPP/GPP ratio for forests (Luyssaert & Matteucci)• Albedo across a European network (forests, croplands &

grasslands) (Hari, Susiluuto & Grelle)• Direct and diffuse radiation response of forests (Zhang & Grace +

Helsinki + Cescatti)• Phenology of C allocation and the decoupling of photosynthetic

uptake from aboveground growth (Wingate & Grace + Hari)• The impact of forest thinning on carbon and water fluxes (lead

author)• U* effect by night and day (Aubinet)• Temporal variability of GPP, NEP and RA over forests Luyssaert,

Janssens & Moors• Rodeghiero, Cescatti, Janssens, Reichstein Modelling forest soil

respiration (a comprehensive latitudinal study) • Granier et al The effect of the 2003 drought on forest ecosystem

fluxes

Page 23: Ecosystem component Levi, Finland 13-18 November

Activity 1.6 Grasslands / Wetlands

CarboEurope IPEcosystem Component meeting

Grassland/Wetland reportLevi, 14-18/11 / 05

Page 24: Ecosystem component Levi, Finland 13-18 November

1560

1405

Intake295

188

2

11

94

1217

CH4RaniRplant

+Rsol

GPP

Reco

LWincrease

Faeces

Carbon fluxes in a continuously grazed site (g C m-2 yr-1)Intensive management – FR Laqueuille

Page 25: Ecosystem component Levi, Finland 13-18 November

-8

-6

-4

-2

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net CO2 gasexchange harvest

slurryapplication C budget

equi

vale

nt G

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exc

hang

e [t

CO

2-C

/ha/

y]

INT EXT

INT EXT

INT

INT EXT

Carbon fluxes in a cut grassland (CH-Oensingen)Carbon fluxes in a cut grassland (CH-Oensingen)

C/t

CO2

harvestmanure

Page 26: Ecosystem component Levi, Finland 13-18 November

GRASSLANDSRevised integrated papersand WP for months 24-42

• (Site representativity Valentini et al.)

• 6.1 Grassland flux decomposition and climate sensitivity (Gilmanov et al.)

• 6.2 Grassland management effects on NBP. Simple model to be closely linked with J. Tenhunen (Vincent Allard)

• 6.3 Contribution of past history, current management and climate effects for NEE, NBP and GHG balance using models (+Katja Klumpp with Pasim and Annette Freibauer with EPIC)

• 6.4 Wetlands modelling with Pixgro (John Tenhunen)

• 6.5 Synthesis of the grassland flux data (including the GreenGrass, Carbomont, CarboEurope sites) (J-F Soussana)

All papers with sites co-authors (when data are available)

Page 27: Ecosystem component Levi, Finland 13-18 November

Questions to other components

Integration: How to integrate sub-grid models into Eurogrid (50x50km)?

Who is providing georerefernced land/use data at sub – grid scale ?

Atmosphere : How to integrate concentration measurements into flux network ?

How to use flux towers into tall tower design ?

Page 28: Ecosystem component Levi, Finland 13-18 November

Cropland activity

Page 29: Ecosystem component Levi, Finland 13-18 November

IPCC AR4 Agricultural GHG Mitigation

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Total (low)

Total (mean)

Total (high)

Regional estimates of the biophysical mitigation potential for all practices and GHGs together

First Order Draft – do not cite or quote

Page 30: Ecosystem component Levi, Finland 13-18 November

IPCC AR4 Agricultural GHG Mitigation

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Price of CO2-eq. (US$ t CO2-eq. -1)

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t CO

2-eq

. y-1

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Biophysical potential

20% implementation

10% implementation

Effect of price of CO2-eq. (US$ t CO2-eq. -1) on the total global mitigation potential

First Order Draft – do not cite or quote

Page 31: Ecosystem component Levi, Finland 13-18 November

Work Plan - months 25-42:

• Collect meta-data for management – spatial (Abdn)• Collate uncertainty data (Abdn)• Compare error sources in flux data (table on instrumentation [&

height] to develop into a paper on how to measure fluxes on cropland – shared experiences - Werner Eugster to co-ordinate – link to uncertainty? Stand-alone? Linked to night-time flux?)

• Night-time flux – comparison with chamber measurements (Werner Eugster)

• Synthesis paper to compare crop sites (add new sites) – synthesis paper (under way)

• Define where sites fall on the SOC “depletion from natural” curve and compare fluxes (Werner Kutsch)

• Carbon fluxes when crop is not there – all disturbances / transition periods (Enzo to coordinate)

• Combined workshop (with forest and grassland / wetland activities) on how to use the flux data for modeling – (with John Tenhunen – Watti to pass on contacts to John)

• Consolidated GHG balance for Europe (modelled N2O, CO2, CH4) – compare with IPCC - Abdn