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252<br />

criterions were found for the rivers Imula and Iecava. The<br />

validation of model was done for the next 10-years period -<br />

from 1991 to 2000, except for the river gauging stations<br />

Imula-Pilskalni and Iecava-Dupši which was closed in 1995.<br />

We obtained lower statistical criterions comparing with<br />

calibration period for studied gauging stations in this study:<br />

the statistical efficiency R 2 varies from 0.77 to 0.44 and<br />

correlation coefficient r – from 0.87 to 0.70. One of the<br />

main reasons of difference between the simulated and<br />

observed runoff values is the quality of precipitation and<br />

vapour pressure deficit input data, and location of the<br />

available meteorological stations characterising the spatial<br />

and temporal distribution of precipitation in the studied<br />

drainage area. Another explanation of the above mentioned<br />

calibration differences could be a broad palufied flood plain,<br />

a high percentage of wetlands in the sub-basins of the river<br />

Salaca and a lack of the channel measurements at the outlet<br />

of the lake Burtnieks. These reasons determine a specific<br />

hydrological regime and additional riverbed measurements<br />

for the better simulation of the hydrological processes within<br />

the studied catchments.<br />

After learning the results of many researches in Europe and<br />

the Baltic region (Hisdal el al. 2006; Danker et al, 2007;<br />

Bolle et al, 2008; etc.), we can conclude that in this study we<br />

have identified similar tendencies of meteorological and<br />

hydrological trends in projections of future climate changes.<br />

Analysis of the climate change conditions metrological data<br />

in the studied river basins show an average increase in the<br />

annual atmospheric temperature by 3.8-4.1 o C for the HCA2<br />

scenario and by 2.5-2.7 for the HCB2 scenario in the period<br />

of 2071 to 2100 comparing to the control period of 1961-<br />

1990. The most considerable temperature increase is<br />

forecasted for the winter and autumn seasons: 4.1-4.9 o C<br />

HCA2 and 3.0<br />

o C HCBA2 respectively. Atmospheric<br />

precipitation, at the same time, will increase by 11-12%<br />

according to the HCA2 scenario and by 8-9% according to<br />

the HCB2 scenario. The highest atmospheric precipitation<br />

increase is registered in winter, but the major decrease – in<br />

the summer and autumn seasons. Climate scenario data,<br />

particularly the HCA2 scenario, allows forecasting the<br />

eventual decrease of total annual river runoff by 15-20% in<br />

the future. The highest increase in the river runoff is<br />

registered in winter due to the increase of the mean<br />

atmospheric temperature and precipitation, while the<br />

decreased river runoff is forecasted for the second half of the<br />

year, particularly in autumn. The mentioned changes in the<br />

river runoff regimes can be explained by the higher<br />

atmospheric temperatures and particularly increased total<br />

evaporation as well as decreased amount of precipitation.<br />

References<br />

Apsīte E., Zīverts A., Bakute A. Application of conceptual<br />

rainfall-runoff model METQ for simulation of daily runoff<br />

and water level: the case of the Lake Burtnieks watershed.<br />

Proc. of Latv. Acad. Sci., B 1/2:62, pp. 47-54, 2008<br />

Bergström S. Development and application of a conceptual<br />

runoff model for Scandianvian catchments, SMHI, report<br />

No.RHO7, Norrköping, 1976<br />

Bergström S. The HBV Model - Its Structure and<br />

Applications. SMHI Reports Hydrology, 4 (April), 33 pp.,<br />

1992.<br />

Bethers U., Seņņikovs J., Timuhins A. Employment of<br />

regional climate models as data source for hydrological<br />

modeling. Eds.: Sveinsson O., Gardarsson S.,<br />

Gunnlaugsdottir S. The XXV Nordic Hydrological<br />

Conference „Nordic Water 2008”, 11-13 August,<br />

Reykjavik, Iceland, pp. 373-383, 2008<br />

Bilaletdin Ä., Frisk T., Kaipainen H., Paananen A.,<br />

Perttula H., Klavins M., Apsite E., Ziverts A. Water<br />

Protection Project of Lake Burtnieks. The Finnish<br />

Environment 670, Pirkanmaa Regional Environment<br />

Centre, Tampere, 92 pp., 2004<br />

Bolle H.J., Menenti M., Rasool I. (eds.) Assessment of<br />

Climate Change for the Baltic Sea Basin. Regional<br />

Climate Studies. Springer-Verlag Berlin Heidelberg, 474<br />

pp., 200<br />

Dankers R., Feyen L., Christensen O.B., Roo A. Future<br />

changes in flood and drought hazards in Europe. Ed. by<br />

M. Heinonen, 3rd Internationa Conference on Climate and<br />

Water, Helsinki, Finland, 4.-7.09.2007. Publisher Finnish<br />

Environment Institute, pp. 115-120, 2007<br />

Hisdal H., Roald L.A. and Beldring S. Past and future<br />

changes in flood and drought in the Nordic countries. Ed.<br />

by S. Demuth, Climate Variability and Change -<br />

Hydrological Impacts, IAHS Publ. no. 308, pp. 502-507,<br />

2006<br />

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Mathematical Groundwater Dynamics and Runoff<br />

Modelling in Latvia. Nordic Hydrology 24, pp. 243-262,<br />

1993<br />

Nash J.E., Sutcliffe J.V. River Flow Forecasting Through<br />

Conceptual Models. Part I-A discussion of principles.<br />

Journal of Hydrology 10, pp. 282-290, 1970<br />

Zīverts A., Jauja I. Konceptuālais matemātiskais modelis<br />

METQ96 ikdienas caurplūdumu aprēķināšanai izmantojot<br />

meteoroloģiskos novērojumus (Conceptual Mathematical<br />

Model METQ96 for the Calculation of daily Discharge<br />

using Meteorological Observations). LLU Raksti 6, pp.<br />

126-133, (in Latvian – summary in English), 1996<br />

Ziverts A., Jauja I. Mathematical model of hydrological<br />

processes METQ98 and its applications. Nordic<br />

Hydrology, 30, pp. 109-128, 1999<br />

Ziverts, A., Apsite, E. 2005. Simulation of Daily Runoff<br />

and Water Level for the Lake Burtnieks. 19th European<br />

Conference on Modelling and Simulation ECMS 2005,<br />

Simulation in Wider Europe, 1-4 June, Riga, 633-637.<br />

Acknowledgements<br />

This study was supported by the National Research<br />

Program Climate change impact on water environment in<br />

Latvia and data were provided by Latvian Environment,<br />

Geology and Meteorology Agency and SIA<br />

Meliorprojekts.

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