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Fourth Study Conference on BALTEX Scala Cinema Gudhjem

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depending <strong>on</strong> the availability and climatic c<strong>on</strong>diti<strong>on</strong>s (Xu,<br />

2002). It has few parameters, all of which can be related to<br />

physical catchment characteristics at different spatial scales.<br />

It has been successfully applied in Europe to ungauged<br />

catchments in Belgium, Sweden and Denmark (Xu, 1999,<br />

Müller-Wohlfeil et al., 2003). WASMOD-M is presently<br />

running <strong>on</strong> the global scale. This study is a first step towards<br />

applying it to a smaller c<strong>on</strong>tinental scale, initially the Baltic-<br />

Sea and the Yellow-River basins.<br />

The level of complexity, i.e., the degree to which different<br />

processes can be explicitly incorporated in a global- or<br />

c<strong>on</strong>tinental-scale model primarily depends <strong>on</strong> the presence<br />

and quality of input and validati<strong>on</strong> data. With a given<br />

dataset, we will compare different process formulati<strong>on</strong>s to<br />

evaluate model sensitivity to this.<br />

4. Data<br />

WASMOD-M is run globally with freely available datasets.<br />

Precipitati<strong>on</strong>, temperature and vapour, gridded to 0.5 o × 0.5 o<br />

(lat-l<strong>on</strong>g), are taken from CRU TS 2.0 (Mitchell et al.<br />

submitted). Catchment boundaries and flow paths at the<br />

same resoluti<strong>on</strong> are taken from the STN-30p dataset<br />

(Vörösmarty et al., 2000). This dataset has been coregistered<br />

with GRDC gauging stati<strong>on</strong>s in the work with<br />

“UNH-GRDC Composite Runoff Fields” (Fekete et al.<br />

1999). Since these runoff data are <strong>on</strong>ly provided as l<strong>on</strong>gterm<br />

averages, m<strong>on</strong>thly runoff data for model tuning and<br />

validati<strong>on</strong> are taken from the GHCDN dataset (Dettinger<br />

and Diaz, 2000). A subset of the GHCDN stati<strong>on</strong>s fitting the<br />

co-registered stati<strong>on</strong>s by Fekete et al. (1999) was chosen.<br />

Land-use data are from the UMD 8-km global classificati<strong>on</strong><br />

by Hansen et al. (2000).<br />

5. C<strong>on</strong>tinental-scale applicati<strong>on</strong><br />

The c<strong>on</strong>tinental-scale project is open for collaborati<strong>on</strong> and<br />

we are looking forward to establish c<strong>on</strong>tacts with<br />

hydrologists, climatologists, and meteorologists working in<br />

either the Baltic-Sea or the Yellow-River regi<strong>on</strong>s.<br />

We are presently investigating the availability of highquality<br />

data with a higher spatial resoluti<strong>on</strong> than 0.5 o × 0.5 o<br />

before we can delimit the boundaries of the c<strong>on</strong>tinental-scale<br />

applicati<strong>on</strong>s. Preliminary results with the global-scale<br />

resoluti<strong>on</strong> over northern-Europe show that the model, which<br />

is not calibrated in the traditi<strong>on</strong>al sense, is “reas<strong>on</strong>ably”<br />

accurate. It has problems to simulate runoff in some areas,<br />

partly because the model has no distributi<strong>on</strong> of properties<br />

(e.g., precipitati<strong>on</strong>) within the cells and partly because the<br />

model does not account for transmissi<strong>on</strong> losses in the river<br />

channel.<br />

References<br />

Arnell, N.W., A simple water balance model for the<br />

simulati<strong>on</strong> of streamflow over a large geographic<br />

domain, Journal of Hydrology, Vol. 217, No. 3-4, pp.<br />

314-335, 1999<br />

Dettinger, M.D., Diaz, H.F. Global Characteristics of Stream<br />

Flow Seas<strong>on</strong>ality and Variability, Journal of<br />

Hydrometeorology, Vol. 1, No. 3., pp 289-310, 2000<br />

Fekete, B. M., Vörösmarty, C. J., and Grabs, W., Global,<br />

Composite Runoff Fields Based <strong>on</strong> Observed River<br />

Discharge and Simulated Water Balances, Tech. Report<br />

22, Global Runoff Data Cent., Koblenz, Germany, 1999<br />

Gerten, D., Schaphoff, S., Haberlandt, U., Lucht, W., Sitch,<br />

S., Terrestrial vegetati<strong>on</strong> and water balance––<br />

hydrological evaluati<strong>on</strong> of a dynamic global vegetati<strong>on</strong><br />

- 96 -<br />

model, Journal of Hydrology, Vol. 286, No. 1-4, pp.<br />

249-270, 2004<br />

Graham, P. L., Large-scale hydrologic modeling in the<br />

Baltic basin, Doctoral Thesis, Trita-AMI. PDH. 1033,<br />

Department of Civil and Envir<strong>on</strong>mental Engineering,<br />

Royal Institute of Technology, Stockholm, 2000<br />

Hansen, M., DeFries, R., Townshend, J. R. G. and<br />

Sohlberg, R., Global land cover classificati<strong>on</strong> at 1km<br />

resoluti<strong>on</strong> using a decisi<strong>on</strong> tree classifier,<br />

Internati<strong>on</strong>al Journal of Remote Sensing, Vol 21, pp.<br />

1331-1365, 2000<br />

Liang, X., Lettenmaier, D.P., Wood, E. and Burges, S.J.,<br />

A simple hydrologically based model of land surface<br />

water and energy fluxes for general circulati<strong>on</strong><br />

models, Journal Geophysical Research, Vol. 99, No.<br />

D7, pp. 14415-14428, 1994<br />

Mitchell, T.D., Carter, T.R., J<strong>on</strong>es, P.D., Hulme,M., New,<br />

M., A comprehensive set of high-resoluti<strong>on</strong> grids of<br />

m<strong>on</strong>thly climate for Europe and the globe: the<br />

observed record (1901-2000) and 16 scenarios (2001-<br />

2100), Journal of Climate, submitted, 2003<br />

Müller-Wohlfeil, D-I., Xu, C-Y., Legard Iversen, H.,<br />

Estimati<strong>on</strong> of m<strong>on</strong>thly river discharge from Danish<br />

catchments, Nordic Hydrology, Vol. 34 (4), 295-320,<br />

2003<br />

Xu, C-Y., Estimati<strong>on</strong> of parameters of a c<strong>on</strong>ceptual water<br />

balance model for ungauged catchments, Water<br />

Resources Management 13(5): 353-368, 1999<br />

Xu, C-Y., WASMOD – The water and snow balance<br />

modeling system. In: Singh, V.J. & Frevert, D.K.<br />

(Editors), Mathematical Models of Small Watershed<br />

Hydrology and Applicati<strong>on</strong>s (Chapter 17). Chelsey,<br />

Michigan: Water Resources Publicati<strong>on</strong>s, LLC, pp.<br />

555-590, 2002<br />

Vörösmarty C.J., Fekete B.M., Meybeck M., Lammers<br />

R.B., Global system of rivers: Its role in organizing<br />

c<strong>on</strong>tinental land mass and defining land-to-ocean<br />

linkages, Global Biogeochemical Cycles, Vol. 14, No.<br />

2, pp. 599-621, 2000

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