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ateam - Potsdam Institute for Climate Impact Research

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ATEAM final report Section 5 and 6 (2001-2004) 30<br />

indicates that <strong>for</strong>est management may be at least as important a driver as climate change and land use<br />

in Europe (see section Forestry). Being a <strong>for</strong>est model, the EFISCEN cannot give results <strong>for</strong> the total<br />

terrestrial carbon balance of Europe, including crop- and grassland. The LPJ model gives an<br />

approximation of the total terrestrial carbon balance, however, the exact current and future total<br />

terrestrial European carbon balance is still unknown. The influence of human management and nutrition<br />

changes need further attention, as do the process of soil carbon mineralisation, plant product harvesting<br />

and the life time of the harvested products. The LPJ consortium is currently working to further improve<br />

the representation of <strong>for</strong>est and agricultural management in the LPJ model.<br />

A number of papers have already been published and others are in preparation <strong>for</strong> peer-reviewed<br />

journals (see Annex 2).<br />

Flux data benchmarking<br />

Principal investigators: Pablo Morales, Pete Smith, Martin T. Sykes, Ben Smith, Colin Prentice, Harald<br />

Bugmann, Pierre Friedlingstein, Bärbel Zierl, Anabel Sánchez, Santi Sabaté, Eduard Pla, Carlos A.<br />

Gracia, Sönke Zaehle<br />

The evaluation and comparison exercise of four process-based vegetation models (providing monthly<br />

output) that are part of the ATEAM project using a monthly dataset of carbon and water fluxes over<br />

fifteen EUROFLUX sites was completed.<br />

A paper on the comparison is to be submitted shortly to Global Change Biology (see Annex 2).<br />

Temperature dependency of soil respiration<br />

Principal investigators: Jo House, Colin Prentice (with Wolfgang Knorr, Max Planck <strong>Institute</strong> <strong>for</strong><br />

Biogeochemistry Jena and Beth Holland, NCAR, USA)<br />

In an ongoing examination of the controversial issue regarding the effects of temperature on soil<br />

respiration, modelling studies were completed and a paper prepared in 2003. The paper has been<br />

revised and submitted to Nature as a letter (see Annex 2). We found that the controversial results could<br />

be accounted <strong>for</strong> providing a multiple-pool approach was used. Since this is the approach used by LPJ<br />

and ROTH-C, we concluded there was no need to alter the models used in the ATEAM Project.<br />

6.2.2.4 Water<br />

Principal investigators: Nigel Arnell and David Wilson<br />

This part of the ATEAM project used a hydrological model to simulate the potential changes in<br />

streamflow and indicators of water resources across Europe following defined climate and land cover<br />

changes.<br />

The project applied an established macro-scale hydrological model to simulate runoff across Europe at<br />

a resolution of 10’x10’. In general terms, the model (Arnell 1999; 2003) calculates the evolution of the<br />

components of the water balance at a daily time step. Model parameters are not calibrated from site<br />

data, but are determined from spatial data bases. A validation exercise showed that the model<br />

simulated reasonably well the magnitude and variation in runoff across Europe.<br />

The model is run using the time series of monthly precipitation from 1961 to 1990 to simulate a<br />

sequence of 30 years of monthly streamflow in each grid cell. Different sequences of random numbers<br />

used to generate daily precipitation and temperature produce slightly different streamflow sequences,<br />

and in order to reduce the effect of this random variation each time series is simulated six times.<br />

Although the model is implemented at a scale of 10x10’, <strong>for</strong> most of the analyses runoff is aggregated to<br />

the 0.5°x0.5° scale. Döll and Lehner’s (2002) drainage direction map is used to link the 0.5°x0.5° cells<br />

together and enable the accumulation of flows along the river network. The following hydrological and<br />

water resources indicators have been calculated under current and future conditions:<br />

− runoff by grid cell

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