Vsedržavni vodno bilančni model Slovenije (1972–2024): dolgoročni trendi in spremenljivost komponent vodne bilance

Avtorji

DOI:

https://doi.org/10.3986/AGS.14632

Ključne besede:

hidrologija, modeliranje vodne bilance, mGROWA, podnebne spremembe, hidro-klimatološki kazalnik trendov, upravljanje vodnih virov, Slovenija

Povzetek

Podnebne spremembe spreminjajo hidrološke procese in razpoložljivost vode, kar zahteva robustne dolgoročne analize na podlagi konsistentnih podatkov in modelov. V članku so analizirane glavne komponente hidrološke vodne bilance – padavine, evapotranspiracija in odtok – v Sloveniji za obdobje 1972–2024. Analiza temelji na rezultatih verificiranega modela vodne bilance mGROWA za območje Slovenije. Cilj študije je prepoznati trende, ki bi lahko bili pomembni za upravljanje vodnih virov v spreminjajočem se podnebju. Ključna ugotovitev je, da se je evapotranspiracija v velikem delu države znatno povečala, vpliv tega povečanja pa je bil manjši zaradi nadpovprečnih padavin v zadnjih letih, zato se povečanje ni izrazilo v manjšem povprečnem odtoku. Avtorji predlagamo hidro-klimatološki kazalnik trendov kot element spremljanja vodnobilančnih komponent v Sloveniji.

Prenosi

Podatki o prenosih še niso na voljo.

Literatura

Allen, R. G., Pereira, L. S., Raes, D., Smith, M. 1998: Crop evapotranspiration – Guidelines for computing crop water requirements. FAO Irrigation and drainage paper 56. FAO – Food and Agriculture Organization of the United Nations.

Andjelov, M., Mikulič, Z., Tetzlaff, B., Uhan, J., Wendland, F. 2016: Groundwater recharge in Slovenia: Results of a bilateral German-Slovenian Research project. Forschungszentrum Jülich GmbH.

Bevacqua, E., Rakovec, O., Schumacher, D. L., Kumar, R., Thober, S., Samaniego, L., Seneviratne, S. I., Zscheischler, J. 2024: Direct and lagged climate change effects intensified the 2022 European drought. Nature Geoscience 17-11. https://doi.org/10.1038/s41561-024-01559-2

Bogataj, N., Frantar, P. 2025: Groundwater recharge as a basis for the assessment of ecosystem services on common land: The case of the Primorska region in Slovenia. Acta geographica Slovenica 65-3. https://doi.org/10.3986/AGS.14319

Čanjevac, I., Orešić, D. 2018: Changes in discharge regimes of rivers in Croatia. Acta geographica Slovenica 58-2. https://doi.org/10.3986/AGS.2004

Disse, M. 1995: Modellierung der Verdunstung und der Grundwasserneubildung in ebenen Einzugsgebieten. Fakultät für Bauingenieur- und Vermessungswesen der Universität Fridericiana zu Karlsruhe (TH).

Dolinar, M. 2009: Prostorska interpolacija mesečnih padavin (metodologija). Internal report. Ministrstvo za okolje in prostor, Agencija Republike Slovenije za okolje.

Ehlers, L., Herrmann, F., Blaschek, M., Duttmann, R., Wendland, F. 2016: Sensitivity of mGROWA-simulated groundwater recharge to changes in soil and land use parameters in a Mediterranean environment and conclusions in view of ensemble-based climate impact simulations. Science of The Total Environment 543, Part B. https://doi.org/10.1016/j.scitotenv.2015.04.122

Engel, N., Müller, U., Schäfer, W. 2012: BOWAB - Ein Mehrschicht-Bodenwasserhaushaltsmodell. In: Klimawandel und Bodenwasserhaushalt. GeoBerichte 20. Landesamt für Bergbau, Energie und Geologie. https://doi.org/10.48476/geober_20_2012

Ertl, G., Herrmann, F., Elbracht, J. 2022: Bestimmung der Grundwasserneubildungshöhen für Festgesteinsgebiete in Niedersachsen. Grundwasser 27. https://doi.org/10.1007/s00767-021-00503-0

Ertl, G., Herrmann, F., Schlinsog, T., Elbracht, J. 2018: Auswirkungen von Klimaänderungen auf die Grundwasserneubildung in Niedersachsen. Wasser und Abfall 20-9. https://doi.org/10.1007/s35152-018-0097-1

European Commission 2015: Guidance document on the application of water balances for supporting the implementation of the WFD – Final – Version 6.1 – 18/05/2015. Technical report. Publications Office. https://doi.org/10.2779/352735

Festgesteinsgebiete in Niedersachsen. Grundwasser 27. https://doi.org/10.1007/s00767-021-00503-0

Frantar, P. 2007: Geographical overview of water balance of Slovenia 1971–2000 by main river basins. Acta geographica Slovenica 47-1. https://doi.org/10.3986/AGS47102

Frantar, P. 2008 (ed.): Vodna bilanca Slovenije 1971–2000. Water balance of Slovenia 1971–2000. Ministrstvo za okolje in prostor, Agencija Republike Slovenije za okolje.

Frantar, P., Herrmann, F. 2026: National-scale water balance in Slovenia (1972–2024): Long-term trends and variability in water balance components. Dataset. Jülich DATA. https://doi.org/10.26165/JUELICH-DATA/UKYJHY

Gupta, H. V., Sorooshian, S., Yapo, O. P. 1999: Status of automatic calibration for hydrologic models: Comparison with multilevel expert calibration. Journal of Hydraulic Engineering 4-2. https://doi.org/10.1061/(ASCE)1084-0699(1999)4:2(135)

Helsel, D. R., Hirsch, R. M. 1992: Statistical methods in water resources. Elsevier.

Herrmann, F., Chen, S., Heidt, L., Elbracht, J., Engel, N., Kunkel, R., Müller, U. et al. 2013: Zeitlich und räumlich hochaufgelöste flächendifferenzierte Simulation des Landschaftswasserhaushalts in Niedersachsen mit dem Model mGROWA. Hydrologie und Wasserbewirtschaftung 57-5. https://doi.org/10.5675/HyWa_2013,5_2

Herrmann, F., Hübsch, L., Elbracht, J., Engel, N., Keller, L., Kunkel, R., Müller, U. et al. 2017: Mögliche Auswirkungen von Klimaänderungen auf die Grundwasserneubildung in Niedersachsen. Hydrologie und Wasserbewirtschaftung 61-4. https://doi.org/10.5675/HyWa_2017,4_3

Herrmann, F., Keller, L., Kunkel, R., Vereecken, H., Wendland, F. 2015: Determination of spatially differentiated water balance components including groundwater recharge on the Federal State level – A case study using the mGROWA model in North Rhine-Westphalia (Germany). Journal of Hydrology: Regional Studies 4, Part B. https://doi.org/10.1016/j.ejrh.2015.06.018

Herrmann, F., Keuler, K., Wolters, T., Bergmann, S., Eisele, M., Wendland, F. 2021: Mit der Modellkette RCP-GCM-RCM-mGROWA projizierte Grundwasserneubildung als Datenbasis für zukünftiges Grundwassermanagement in Nordrhein-Westfalen. Grundwasser 26. https://doi.org/10.1007/s00767-020-00471-x

Hiederer, R. 2013: Mapping soil properties for Europe – spatial representation of soil database attributes. Technical report. Publications Office of the European Union. https://doi.org/10.2788/94128

Huntington, T. G. 2006: Evidence for intensification of the global water cycle: Review and synthesis. Journal of Hydrology 319-1,4. https://doi.org/10.1016/j.jhydrol.2005.07.003

Intergovernmental Panel on Climate Change (IPCC) 2023: Summary for policymakers. Climate change 2021 – the physical science basis: Working Group I contribution to the sixth assessment report of the Intergovernmental Panel on Climate Change. Cambridge University Press. https://doi.org/10.1017/9781009157896.001

Kendall, M. G. 1938: A new measure of rank correlation. Biometrika 30-1,2. https://doi.org/10.1093/biomet/30.1-2.81

Kolbezen, M., Pristov, J. 1998: Površinski vodotoki in vodna bilanca Slovenije. Surface watercourses and water balance of Slovenia. Ministrstvo za okolje in prostor, Hidrometeorološki zavod Republike Slovenije. http://hmljn.arso.gov.si/vode/publikacije%20in%20poro%C4%8Dila/bilanca6190_2_BESEDILO.pdf

Maček, U., Bezak, N., Šraj, M. 2018: Reference evapotranspiration changes in Slovenia, Europe. Agricultural and Forest Meteorology 260–261. https://doi.org/10.1016/j.agrformet.2018.06.014

Mann, H. B. 1945: Nonparametric tests against trend. Econometrica 13-3. https://doi.org/10.2307/1907187

Mann, H. B., Whitney, D. R. 1947: On a test of whether one of two random variables is stochastically larger than the other. The Annals of Mathematical Statistics 18-1. https://doi.org/10.1214/aoms/1177730491

Matheron, G. 1963: Principles of geostatistics. Economic Geology 58-8. https://doi.org/10.2113/gsecongeo.58.8.1246

Mauget, S. A. 2003: Multidecadal regime shifts in U.S. streamflow, precipitation, and temperature at the end of the twentieth century. Journal of Climate 16-23. https://doi.org/10.1175/1520-0442(2003)016<3905:Mrsius>2.0.Co;2

McNamara, I., Flörke, M., Uschan, T., Baez-Villanueva, O. M., Herrmann, F. 2024: Estimates of irrigation requirements throughout Germany under varying climatic conditions. Agricultural Water Management 291. https://doi.org/10.1016/j.agwat.2023.108641

Milly, P. C., Betancourt, J., Falkenmark, M., Hirsch, R. M., Kundzewicz, Z. W., Lettenmaier, D. P., Stouffer, R. J. 2008: Stationarity is dead: Whither water management? Science 319-5863. https://doi.org/10.1126/science.1151915

Moriasi, D. N., Arnold, J. G., Liew, M. W. V., Bingner, R. L., Harmel, R. D., Veith, T. L. 2007: Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Transactions of the ASABE 50-3. https://doi.org/10.13031/2013.23153

Nash, J. E., Sutcliffe, J. V. 1970: River flow forecasting through conceptual models: Part I – A discussion of principles. Journal of Hydrology 10-3. https://doi.org/10.1016/0022-1694(70)90255-6

Oblak, J., Kobold, M., Šraj, M. 2021: The influence of climate change on discharge fluctuations in Slovenian rivers. Acta geographica Slovenica 61-2. https://doi.org/10.3986/AGS.9942

Pfeifer, S., Bülow, K., Gobiet, A., Hänsler, A., Mudelsee, M., Otto, J., Rechid, D. et al. 2015: Robustness of ensemble climate projections analyzed with climate signal maps: Seasonal and extreme precipitation for Germany. Atmosphere 6-5. https://doi.org/10.3390/atmos6050677

Scherrer, S. C., de Valk, C., Begert, M., Gubler, S., Kotlarski, S., Croci-Maspoli, M. 2024: Estimating trends and the current climate mean in a changing climate. Climate Services 33. https://doi.org/10.1016/j.cliser.2023.100428

Schulla, J. 1997: Hydrologische Modellierung von Flussgebieten zur Abschätzung der Folgen von Klimaänderungen. Ph.D. thesis. Züricher Geographische Schriften. Verlag Geographisches Institut ETH Zürich. https://doi.org/10.3929/ethz-a-001763261

Stojilković, B., Brečko Grubar, V. 2024: Discharge regimes of Slovenian rivers: 1991–2020. Acta geographica Slovenica 64-3. https://doi.org/10.3986/AGS.13654

Strandhagen, E., Marcus, W. A., Meacham, J. E. 2006: Views of the rivers: Representing streamflow of the Greater Yellowstone ecosystem. Cartographic Perspectives 55. https://doi.org/10.14714/CP55.328

Tetzlaff, B., Andjelov, M., Kuhr, P., Uhan, J., Wendland, F. 2015: Model-based assessment of groundwater recharge in Slovenia. Environmental Earth Sciences 74-7. https://doi.org/10.1007/s12665-015-4639-5

Tetzlaff, B., Kuhr, P., Vereecken, H., Wendland, F. 2009: Aerial photograph-based delineation of artificially drained areas as a basis for water balance and phosphorus modelling in large river basins. Physics and Chemistry of the Earth, Parts A/B/C 34-8,9. https://doi.org/10.1016/j.pce.2009.02.002

van Genuchten, M. T. 1980: A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal 44-5. https://doi.org/10.2136/sssaj1980.03615995004400050002x

Wilcoxon, F. 1945: Individual comparisons by ranking methods. Biometrics Bulletin 1-6. https://doi.org/10.2307/3001968

Xiong, J., Xu, L., Chandanpurkar, H. A., Famiglietti, J. S., Zhang, C., Ghiggi, G., Guo, S. et al. 2023: ET-WB: water-balance-based estimations of terrestrial evaporation over global land and major global basins. Earth System Science Data 15-10. https://doi.org/10.5194/essd-15-4571-2023

Zeitfogel, H., Herrnegger, M., Schulz, K. 2025: Regional-scale assessment of groundwater recharge and the water balance for Austria. Journal of Hydrology: Regional Studies 59. https://doi.org/10.1016/j.ejrh.2025.102297

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2026-06-24

Kako citirati

Frantar, P., Herrmann, F., Andjelov, M. 2026: Vsedržavni vodno bilančni model Slovenije (1972–2024): dolgoročni trendi in spremenljivost komponent vodne bilance. Acta geographica Slovenica 66-1. https://doi.org/10.3986/AGS.14632

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