FLOOD REGIME OF RIVERS IN THE DANUBE RIVER BASIN

FLOOD REGIME OF RIVERS IN THE DANUBE RIVER BASIN FLOOD REGIME OF RIVERS IN THE DANUBE RIVER BASIN

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Regional cooperation of Danube Countries within the framework of UNESCO International Hydrological Program National Committee of the Slovak Republic for IHP Berg Regensburg Achleiten Krems Linz Wien Bratislava Nagymaros Danube Reni Ceatal Mohac Bogojevo Pancevo Orsova REPORT December 2009 on activities of the Project No. 9 FLOOD REGIME OF RIVERS IN THE DANUBE RIVER BASIN Phase I. Objective O1 - Average daily discharge and annual peak discharge series collection

Regional cooperation of Danube Countries<br />

within the framework of UNESCO International Hydrological Program<br />

National Committee of the Slovak Republic for IHP<br />

Berg<br />

Regensburg<br />

Achleiten<br />

Krems<br />

Linz<br />

Wien<br />

Bratislava<br />

Nagymaros<br />

Danube<br />

Reni Ceatal<br />

Mohac<br />

Bogojevo<br />

Pancevo<br />

Orsova<br />

REPORT December 2009<br />

on activities of the Project No. 9<br />

<strong>FLOOD</strong> <strong>REGIME</strong> <strong>OF</strong> <strong><strong>RIVER</strong>S</strong><br />

<strong>IN</strong> <strong>THE</strong> <strong>DANUBE</strong> <strong>RIVER</strong> BAS<strong>IN</strong><br />

Phase I.<br />

Objective O1 - Average daily discharge<br />

and annual peak discharge series collection


<strong>FLOOD</strong> <strong>REGIME</strong> <strong>OF</strong> <strong><strong>RIVER</strong>S</strong><br />

<strong>IN</strong> <strong>THE</strong> <strong>DANUBE</strong> <strong>RIVER</strong> BAS<strong>IN</strong><br />

Phase I.<br />

Objective O1 - Average daily discharge<br />

and annual peak discharge series collection<br />

REPORT<br />

Prepared by<br />

RNDr. Pavla Pekárová, CSc.<br />

RNDr. Pavol Miklánek, CSc.<br />

Ing. Dana Halmová, CSc.<br />

Institute of Hydrology SAS<br />

Bratislava, 2009<br />

1


Final version was prepared in the Institute of Hydrology, SAS, Bratislava, Slovakia<br />

This report was supported by the Slovak Academy of Sciences through MVTS grant<br />

30 pcs with CD ROM<br />

2


Project 9: Flood regime of rivers in the Danube River basin<br />

Members of the Steering Committee<br />

Dipl.Geogr. Jürg Belz<br />

Dr. Eva Soukalová<br />

Dr. Pavla Pekárová, chair person<br />

Dr. Gábor Bálint<br />

Prof. Stevan Prohaska<br />

Dr. Olga Lukyanets<br />

LIST <strong>OF</strong> NOM<strong>IN</strong>ATED EXPERTS (NE), AND COOPERAT<strong>IN</strong>G SPECIALISTS (CS)<br />

G e r m a n y, NE<br />

Dipl.Geogr. Jürg Belz<br />

Federal Institute of Hydrology, Department M1 - Hydrometry and Hydrological Survey, Am<br />

Mainzer Tor 1, 56068 Koblenz<br />

E-mail belz@bafg.de<br />

A u s t r i a<br />

DI Philipp Stanzel<br />

BOKU - Universitaet fuer Bodenkultur, Department für Wasser-Atmosphaere-Umwelt,<br />

Institut fuer Wasserwirtschaft, Hydrologie und konstruktiven Wasserbau, Muthgasse 18, A-<br />

1190 Wien<br />

E-mail: philipp.stanzel@boku.ac.at<br />

C z e c h R e p u b l i c, NE<br />

Dr. Eva Soukalová, Ing. Hana Bortlová, Regional Office Brno, Czech Hydrometeorological<br />

Institute Kroftova 43, CZ-616 67 Brno<br />

E-mail: eva.soukalova@chmi.cz, bortlova@chmi.cz<br />

S l o v a k i a, NE<br />

RNDr. Pavla Pekárová, CSc., Institute of Hydrology, SAS, Racianska 75, 831 02 Bratislava<br />

E-mail: pekarova@uh.savba.sk<br />

CS<br />

RNDr. Peter Škoda, SHMI, Bratislava<br />

Doc. Ing. Kamila Hlavčová, PhD. STU, Bratislava<br />

H u n g a r y, NE<br />

Dr. Gábor Bálint, VITUKI Environmental Protection and Water Resources Research Institute,<br />

Kvassay 1, H-1095 Budapest<br />

E-mail: balint@vituki.hu<br />

S l o v e n i a, NE<br />

Dr. Mira Kobold, Dipl. Physicist<br />

Environmental Agency of the Republic of Slovenia, Vojkova 1b, 1000 Ljubljana<br />

E-mail: mira.kobold@gov.si<br />

3


C r o a t i a, NE<br />

Danko Biondič<br />

Hrvatske vode, Ul. grada Vukovara 220, 10000 Zagreb l.<br />

E-mail: dbiondic@voda.hr<br />

Serbia, NE<br />

Prof. Stevan Prohaska<br />

Institute for Development of Water Resources "Jaroslav Cerni", Jaroslava Černog street 80,<br />

P.O. Box 3354, 11226 Belgrade<br />

E-mail: stevan.prohaska@jcerni.co.rs<br />

Bosnia and Herzegovina, NE<br />

Mrs. Esena Kupusovic, M.S.C.E.<br />

Head Department of Hydrology, Federal Hydrometeorologica Institute, Bardakčije 12; 71 000<br />

Sarajevo<br />

E-mail: ekupusov@utic.net.ba<br />

R o m a n i a, NE<br />

Dr. Ileana Mares, National Institute of Hydrology and Water Management, Soseaua Bucuresti<br />

– Ploiesti, nr 97, sector 1, Bucuresti<br />

E-mail: ileana.mares@hidro.ro, ileana.mares@yahoo.com<br />

B u l g a r i a, NE<br />

Bernardo Lizama Rivas, National Institute of Meteorology and Hydrology, 66 Tsarigradsko<br />

Chaussee, Sofia 1784<br />

E-mail: bernardo.lizama@meteo.bg<br />

U k r a i n e, NE, CS<br />

Dr. Olga Lukyanets, Dr. Mikhail Sosedko, Ph.D., Ukrainian Hydrometeorological Research<br />

Institute, Nauki Ave. 37, Kyiv 03028,<br />

E-mail: sosedko_m@ukr.net, luko15_06@ukr.net<br />

M o l d ov a, NE<br />

Valeriu Cazac, Chairperson, IHP National Committee of the Republic of Moldova, State<br />

Hydrometeorological Service, Ministry of Ecology and Natural Resources, 193 Grenoble str.,<br />

MD-2043 Chisinau<br />

E-mail: cazac@cni.md<br />

4


FOREWORD<br />

According to Directive 2007/60/EC of the European Parliament of 23 October<br />

2007 on the assessment and management of flood risks (Directive, 2008), the<br />

Member States shall among others to prepare description of the floods which<br />

have occurred in the past and which had significant adverse impacts on human.<br />

It is also needed to elaborate for each river basin district flood hazard maps<br />

according to the following scenarios:<br />

(a) floods with a low probability, or extreme event scenarios;<br />

(b) floods with a medium probability (likely return period ≥ 100 years);<br />

(c) floods with a high probability.<br />

In large international river basins – such as the Danube – it is necessary to<br />

synchronise the methodologies and to prepare common procedures. In the<br />

framework of the International Hydrological Programme of UNESCO the<br />

programme of the Regional co-operation of the Danube countries is running for<br />

more than 40 years. Several projects were finalized within the collaboration. The<br />

topic of floods was touched by several of them in last years:<br />

• Project 4: Coincidence of flood flow of the Danube river and its tributaries<br />

(Prohaska et al., 1999);<br />

• Project 5.2: Flow regime of river Danube and its catchment (Belz et al.,<br />

2004).<br />

• Project 7: Regional analysis of the annual peak discharges in the Danube<br />

catchment (Stănescu et al., 2004);<br />

Project No 9 Flood regime of rivers in the Danube River basin started in June<br />

2007 (http://www.ih.savba.sk/danubeflood).<br />

This report on the project No. 9 Flood regime of rivers in the Danube River<br />

basin, is internal report of the results of the objective I. Average daily<br />

discharge and annual peak discharge series collection.<br />

Data were submitted by members of the working group. According the decision<br />

of the National representatives meeting, data are for internal use within the<br />

project only.<br />

5


Content<br />

1 Average daily discharge and annual peak discharge series<br />

collection ..............................................................................................7<br />

1.1 List of selected rivers in the Danube basin ............................................. 8<br />

1.2 Data structure........................................................................................ 11<br />

1.2.1 Data directory ................................................................................................... 11<br />

1.2.2 DataAnalysis directory ..................................................................................... 12<br />

2 Appendix I – CD with data...........................................................17<br />

6


1 Average daily discharge and annual peak discharge<br />

series collection<br />

As defined in the above Project proposal, it is assumed within the objective O1<br />

(see Fig. 1) to create the database of mean daily discharges from selected<br />

stations on the Danube river (about 24) with high quality and long data series, as<br />

well as of other data series (up to 77) of relatively large and anthropogenically<br />

uninfluenced rivers within the Danube basin. So far, stations from river basins of<br />

46 Danube tributaries were processed. This represents data from 77 river<br />

gauging stations on tributaries and 17 stations on the river Danube itself. All<br />

available information have been collected on the base of the mean daily and<br />

maximum daily discharge data, as enclosed in table 1.“List_of_rivers.xls”, on<br />

the CD. It is an integral part of this report, with all data required within the 01<br />

Objective.<br />

O1: Average daily discharge and<br />

annual peak discharge series collection<br />

Phase I.<br />

O2: Analysis of homogeneity<br />

of annual time series<br />

O3: Analysis of cyclicity and long-term<br />

trends of annual series<br />

O4: Analysis of intra-annual regime<br />

changes - monthly series<br />

O5: Development of relations between<br />

values of NAO, AO, QBO and SO<br />

indexes and discharge series<br />

Phase II.<br />

O6: Study of the structure of long-term<br />

fluctuations of Qmax and the recurrence<br />

of floods<br />

O7: Flood frequency evaluation<br />

for different seasons<br />

Phase<br />

III.<br />

O8: Danube monograph follow-up volume preparation<br />

Fig. 1. Flood regime of rivers in the Danube River basin project objective.<br />

7


1.1 List of selected rivers in the Danube basin<br />

Daily discharge Qd, monthly discharge Qm, yearly peak Qmax, Qa - annual discharge, V - annual volume, R - runoff depth<br />

Stations and periods in red indicate missing data<br />

REGION <strong>RIVER</strong><br />

PR<strong>OF</strong>ILE<br />

COUN<br />

TRY<br />

AREA River km LAT LONG ALTITUD<br />

E<br />

DAILY DATA (Q d )<br />

MONTHLY (Q m ) AND<br />

YEARLY (Q y ) DATA<br />

EXTREME DATA (Q max )<br />

Q a V R<br />

from to from to from to<br />

[ km 2 ] [m.s.l.] [year] [year] [year] [year] [year] [year] [ m 3 /s ] 10 9 [ m 3 /y ] [ mm/y ]<br />

D1 Danube Berg GE 4047 1929 2007 1929 2007 1930 2007 38.0 1.20 296<br />

D2 Danube Ingolstadt GE 20001 2458 48.75 11.42 360 1924 2007 1924 2007 1947 2007 313.0 9.87 494<br />

D3 Danube Regensburg-Schwabelweis GE 35399 2376 49.02 12.14 324 1923 2007 1923 2007 1924 2007 444.0 14.00 396<br />

D4 Danube Pfelling GE 37687 48.88 12.75 308 1925 2007 1925 2007 1926 2007 468.8 14.78 392<br />

D5 Danube Hofkirchen GE 47496 2257 48.68 13.12 300 1901 2007 1901 2007 1901 2007 640.0 20.18 425<br />

D6 Danube Achleiten GE 76653 48.58 13.50 288 1901 2007 1901 2007 1901 2007 1428.0 45.03 587<br />

D7 Danube Linz AT 79490 2135 48.31 14.30 248 1931 1990 1893 1990 1821 2002 1464.0 46.17 581<br />

D8 Danube Stein-Krems (Kienstock) AT 96045 2003 48.38 15.46 194 1900 2003 1893 2003 1828 2006 1892.0 59.67 621<br />

D9 Danube Wien-Nussdorf AT 101700 1934 48.25 16.30 156 1900 2006 1893 2006 1828 2006 1920.4 60.56 596<br />

D10 Danube Devin/Bratislava SK 131338 1869 48.14 17.11 128 1876 2006 1876 2006 1876 2006 2050.0 64.65 492<br />

D11 Danube Nagymaros HU 183534 1695 47.78 18.95 100 1893 2007 1893 2007 1893 2007 2336.0 73.67 401<br />

D12 Danube Mohács HU 209064 1447 46.00 18.67 80 1930 2007 1930 2007 1930 2007 2354.0 74.24 355<br />

D13 Danube Bezdan SR 210250 1426 45.85 18.87 81 1931 2007 1931 2007 1950 2007 2357.0 74.33 354<br />

D14 Danube Bogojevo SR 251593 1367 45.53 19.08 77 1931 2007 1931 2007 1950 2007 2893.0 91.23 363<br />

D15 Danube Pancevo SR 525009 1153 44.87 20.64 67 1931 2007 1931 2007 1946 2007 5320.0 167.77 320<br />

D16 Danube Veliko Gradiste SR 570375 1060 44.80 21.40 62 1931 2007 1931 2007 n n 5560.0 175.34 307<br />

D17 Danube Orsova-Turnu Severin RO 576232 955 44.70 22.42 44 1900 2005 1840 2005 n n 5602.0 176.66 307<br />

Danube Lom BG 588860 743 43.84 23.24 23 1955 1990 1955 1990 1941 1990 5707.0 179.98 306<br />

Danube Zimnicea RO 658400 554 43.63 25.36 16 1931 1990 1931 1990 n n 6007.0 189.44 288<br />

Danube Ruse BG 669900 496 43.86 25.95 12 1964 1990 1964 1990 1941 1990 6190.0 195.21 291<br />

Danube Silistra BG 689700 376 44.68 27.94 3 1955 1990 1955 1990 1941 1990 5998.0 189.15 274<br />

Danube Vadu Oii-Hirsova RO 709100 252 44.68 27.94 - 1931 1990 1931 1990 n n - -<br />

D18 Danube Reni UKR 811000 132 45.28 28.13 4 n n 1961 2007 1962 2007 6702.0 211.35 261<br />

D19 Danube Ceatal Izmail RO 807000 72 45.22 28.73 1 1931 1990 1931 1990 1931 1990 6415.0 202.30 251<br />

8


REGION <strong>RIVER</strong> PR<strong>OF</strong>ILE COUN AREA River LAT LONG ALTITUD DAILY DATA (Q d ) MONTHLY (Q m ) AND EXTREME DATA (Q max )<br />

E<br />

TRY km from to from to from to<br />

Q a V R<br />

[ km 2 ] [m.s.l.] [year] [year] [year] [year] [year] [year] [ m 3 /s ] 10 9 [ m 3 /y ] [ mm/y ]<br />

1 Inn Oberaudorf GE 9712 - - - 1901 2007 1901 2007 1901 2007 354.0 11.16 1150<br />

2 Inn Passau-Ingling GE 26084 - - - 1921 2007 1921 2007 1921 2007 740.0 23.34 895<br />

3 Lech Landsberg GE 2295 - - - 1901 2007 1901 2007 1901 2007 83.0 2.62 1141<br />

4 Regen Regenstauf GE 2658 - - - 1901 2007 1901 2007 1901 2007 38.0 1.20 451<br />

5 Salzach Burghausen GE 6649 48.16 12.83 352 1901 2007 1901 2007 1901 2007 259.5 8.18 1231<br />

6 Issar Plattling GE 8839 - - - 1926 2007 1926 2007 1926 2007 175.0 5.52 624<br />

7 Enns Steyr AT 5915 48.04 14.43 284 1951 2005 1951 2005 1895 2007 200.2 6.31 1067<br />

8 Traun Ebensee AT 1258 - - - 1951 2005 1951 2005 1951 2005 64.0 2.02 1604<br />

9 Morava Kromeriz CZ 7014 49.302 17.401 184 1916 2007 1916 2007 1915 2007 51.3 1.62 231<br />

10 Morava Straznice CZ 9147 48.933 17.3 163 1921 2007 1921 2007 1921 2007 59.6 1.88 205<br />

11 Jihlava Ivancice CZ 2681 49.084 16.413 194 1924 2007 1924 2007 1924 2007 11.5 0.36 135<br />

12 Svratka Zidlochovice CZ 3939 49.037 16.618 178 1916 2007 1916 2007 1921 2007 15.4 0.49 123<br />

13 Morava Mor.Sv.Jan SK 24129 48.60 16.94 146 1922 2006 1895 2006 1895 2007 107.6 3.39 141<br />

14 Bela Podbanske SK 93 49.14 19.19 923 1928 2006 1901 2006 1928 2008 3.0 0.09 1017<br />

15 Vah L. Mikulas SK 1107 49.09 19.61 568 1921 2006 1921 2006 1921 2007 20.6 0.65 586<br />

16 Vah Sala SK 11218 48.16 17.88 109 1921 2006 1921 2006 1901 2007 145.7 4.60 410<br />

17 Hron B. Bystrica SK 1766 48.73 19.13 334 1931 2006 1931 2006 1931 2006 24.5 0.77 437<br />

18 Hron Brehy SK 3821 48.41 18.65 195 1931 2006 1931 2006 1924 2007 47.2 1.49 390<br />

19 Kysuca Kysucke N. Mesto SK 955 49.30 18.79 346 1931 2006 1931 2006 1931 2007 16.4 0.52 542<br />

20 Topla Hanusovce SK 1050 49.03 21.50 160 1931 2006 1931 2006 1931 2007 8.0 0.25 239<br />

21 Krupinica Plastovce SK 303 48.16 18.96 139 1931 2006 1931 2006 1931 2007 2.0 0.06 208<br />

22 Ipel Holisa SK 686 48.30 19.74 172 1931 2006 1931 2006 1931 2007 3.1 0.10 144<br />

23 Nitra Nitrianska Streda SK 2094 48.30 18.10 158 1931 2006 1931 2006 1931 2007 14.7 0.46 221<br />

24 Raba Arpas HU 6610 - - - 1955 2007 1955 2007 1954 2007 34.0 1.07 162<br />

25 Tisza Vasarosnameny HU 25100 - - - 1883 2007 1883 2007 1882 2007 361.0 11.38 454<br />

26 Tisza Szolnok HU 73113 - - - 1921 2007 1921 2007 n n 539.0 17.00 232<br />

27 Tisza Szeged HU 138408 46.25 20.17 74 1921 2007 1921 2007 1921 2007 828.3 26.12 189<br />

28 Szamos Csenger HU 15283 47.83 22.68 113 1930 2007 1930 2007 1930 2007 127.3 4.01 263<br />

29 Maros Mako HU 30149 46.22 20.48 80 1930 2007 1930 2007 1930 2007 173.1 5.46 181<br />

30 Sajo Felsoezsolca HU 6440 48.11 20.84 107 1891 2007 1891 2007 1891 2007 30.6 0.96 150<br />

31 Iskar Orahovica BG 8370 43.60 24.40 33 n n n n n n 57.7 1.82 217<br />

32 Vit Iasen BG 2410 - - - n n n n n n - - -<br />

33 Jantra Radanova BG 6570 - - - n n n n n n - - -<br />

35 Tisza Senta SR 141715 45.56 20.06 73 1931 2007 1931 2007 1946 2006 798.0 25.17 178<br />

9


37 Drina Bajina Basta SR 14797 43.58 19.33 211 1926 2007 1926 2007 1946 2006 340.0 10.72 725<br />

38 Sava Sremska Mitrovica SR 87966 44.98 19.62 72 1926 2007 1926 2007 1946 2006 1560.0 49.20 559<br />

39 Moravica Arilje SR 832 43.45 20.07 322 1963 2007 1963 2007 1950 2007 11.0 0.35 417<br />

40 Ibar Lopatnica Lakat SR 7818 43.38 20.34 225 1948 2007 1948 2007 1948 2007 57.0 1.80 230<br />

41 Zapadna Morava Jasika SR 14721 43.37 21.18 139 1959 2007 1959 2007 n n 104.0 3.28 223<br />

42 Juzna Morava Mojsinje SR 15390 43.38 21.29 136 1948 2007 1848 2007 1950 2006 93.0 2.93 191<br />

43 Velika Morava Ljubicevski most SR 37320 44.35 21.07 73 1931 2007 1931 2007 1948 2006 230.0 7.25 194<br />

44 Drava Donji Miholjac HR 37142 45.77 18.17 88 1926 2007 1926 2007 1926 2008 538.0 16.97 457<br />

45 Kupa Jamnicka Kiselica HR 6877 - - - 1948 2007 1948 2007 1948 2006 175.0 5.52 803<br />

46 Sava Zagreb (incl. Catez) HR 12450 45.79 15.96 112 1926 2008 1926 2008 1926 2008 311.0 9.81 788<br />

47 Orljava Pleternica Most HR 745 - - - 1946 2008 1946 2008 1946 2008 5.2 0.16 221<br />

48 Una Kostajnica HR 8876 - - 1926 2008 1926 2008 1926 2007 232.0 7.32 824<br />

49 Sava Čatež Sl 10186.45 45.89 15.61 137 1956 2005 1956 2005 n n 282.0 8.89 873<br />

50 Krka Podbočje Sl 2238.12 45.87 15.47 146 1933 2005 1933 2005 n n 55.0 1.73 775<br />

51 Savinja Laško SI 1663.60 46.15 15.23 215 1907 2005 1907 2005 n n 41.8 1.32 792<br />

52 Sava Litija SI 4821.43 46.06 14.82 230 1927 2005 1927 2005 n n 168.0 5.30 1099<br />

53 Prut Ungheni MD - - - - n n n n n n - - -<br />

54 Delia Parlita MD 125 - - - n n n n n n - - -<br />

56 Somes Beclean RO 4323 - - - n n n n n n - - -<br />

57 Szamos Satu Mare RO 15388 47.80 22.88 118 n n n n n n 126.1 3.98 259<br />

58 Olt Stoenesti RO - - - - n n n n n n - - -<br />

59 Moldova Tupilati RO 4028 - - - n n n n n n - - -<br />

60 Crisul Negru TincA RO 2216 - - - n n n n n n - - -<br />

61 Crisul Alb Gurahont RO 1581 - - - n n n n n n - - -<br />

62 Maros Arad RO 27280 46.18 21.32 102 n n n n n n 169.5 5.34 196<br />

63 Olt Feldioara RO 5614 - - - n n n n n n - - -<br />

64 Siret Storozhinec UKR 672 48.09 25.43 356 1953 2005 1953 2005 1953 2005 6.0 0.19 282<br />

65 Prut Chernivcy UKR 6890 48.19 25.55 165 1895 2005 1895 2005 1895 2005 74.0 2.33 339<br />

66 Tisza Rakhiv UKR 1070 48.04 24.13 435 1947 2005 1947 2005 1947 2005 25.0 0.79 737<br />

67 Tisza Vylok UKR 9140 48.06 22.50 118 1954 2005 1954 2005 1954 2005 210.0 6.62 725<br />

68 Teresva Ust-Chorna UKR 572 48.20 23.56 524 1947 2005 1947 2005 1947 2005 19.0 0.60 1048<br />

69 Rika Mizhhirya UKR 550 48.32 23.30 439 1946 2005 1946 2005 1946 2005 14.0 0.44 803<br />

70 Latorycya Mucacheve UKR 1360 48.27 22.43 123 1947 2005 1947 2005 1947 2005 26.0 0.82 603<br />

71 Latorycya Chop UKR 2870 48.27 22.12 105 1956 2005 1956 2005 1956 2005 36.0 1.14 396<br />

72 Uzh Uzhhorod UKR 1970 48.37 22.18 114 1947 2005 1947 2005 1947 2005 29.0 0.91 464<br />

73 Prut Jaremcha UKR 597 48.27 24.33 507 1950 2005 1950 2005 1950 2005 12.0 0.38 634<br />

74 Una Kralje BA - 44.84 15.85 209 1969 2005 1969 2005 1969 2005 98.0 3.09 -<br />

75 Sana Sanski Most BA 2008 44.77 16.68 156 1964 2005 1964 2005 1964 2005 68.0 2.14 1068<br />

76 Vrbas Kozluk Jajce BA 3161 44.37 17.29 342 1971 2005 1971 2005 1971 2005 29.0 0.91 289<br />

77 Bosna Maglaj BA 6619 44.54 18.09 150 1964 2005 1964 2005 1964 2005 130.0 4.10 619<br />

10


1.2 Data structure<br />

On the CD ROM there are:<br />

• Reports of objectives 1 and 3, and<br />

• two main directories:<br />

1. Data and<br />

2. DataAnalysis.<br />

1.2.1 Data directory<br />

The Data directory contains actual digital database of the observed mean daily<br />

discharge data from all collected Danube river basin gauging stations. It includes<br />

excel file ListofRivers.xls, and two subdirectories:<br />

• DailyDischarge and<br />

• ExtremeDischarge.<br />

The first contains files with mean daily discharges of the whole observation<br />

periods available from all stations. The second one includes files with single<br />

peak maximum discharge (Qmax) from all stations.<br />

Headings of the files are as follows:<br />

• DailyDischarge<br />

Station = Danube - Hofkirchen<br />

TypeCode = 2<br />

StrucCode = 1<br />

FirstYear = 1901<br />

LastYear = 2007<br />

LongVarName = Daily discharge<br />

ShortVarName = Discharge<br />

Dimension = m3/s<br />

Decimals = 2<br />

Catchment = 47496<br />

RiverKm = -<br />

Gauge0 = 300<br />

MapX = 48.68<br />

MapY = 13.12<br />

DTHour = 0<br />

Qcode = 1<br />

Day Data<br />

1.1.1901 392<br />

2.1.1901 392<br />

3.1.1901 392<br />

4.1.1901 360<br />

……………..<br />

• ExtremeDischarge<br />

Station = Danube - Hofkirchen<br />

TypeCode = 2<br />

StrucCode = 1<br />

FirstYear = 1901<br />

LastYear = 2007<br />

LongVarName = Annual discharge<br />

maxima<br />

ShortVarName = Qmax<br />

Dimension = m3/s<br />

Decimals = 2<br />

Catchment = 47496<br />

RiverKm = -<br />

Gauge0 = 300<br />

MapX = 48.68<br />

MapY = 13.12<br />

DTHour = 0<br />

Qcode = 1<br />

Year Data<br />

1901, 1850<br />

1902, 1780<br />

1903, 1920<br />

……………..<br />

11


1.2.2 DataAnalysis directory<br />

The DataAnalysis directory contains four PDF files:<br />

• Daily,<br />

• Monthly,<br />

• Yearly, and<br />

• Extreme.<br />

Their contents are copies of self explanatory EXCEL sheets. They contain<br />

primarily statistical processing of the collected data and their numerical and<br />

graphical interpretation, again in EXCEL tables, for all of the gauging stations.<br />

On following four pages are examples of EXCEL sheets with statistical analysis<br />

(Tables and graphs) for station Danube at Bratislava.<br />

Explanation of the sheets<br />

Daily data<br />

In the Table, the Q is long-term annual discharge, q is long-term specific<br />

discharge, and R is long-term annual runoff depth. cs is coefficient of<br />

asymmetry, and cv is coefficient of variability of the daily discharges.<br />

In the first figure are shown daily discharge and 4-years moving averages of the<br />

daily discharge for the whole measured period. On the second figure are drown<br />

the long-term percentiles of daily discharge. Percentile P50 means the mean of<br />

daily discharges. On the third figure are M-days discharges.<br />

Monthly data<br />

In the Table there are:<br />

Qma – long-term average monthly, annual and seasonal discharge in m 3 s -1 ;<br />

Qmin/Qmax – minimal/maximal monthly discharge;<br />

Vm – long-term monthly runoff volume in 10 9 m 3 ;<br />

Rm – long-term monthly runoff depth in mm;<br />

Vm/Va – long-term monthly share on yearly runoff in %;<br />

tr – long-term trend of monthly discharges;<br />

cs – coefficient of asymmetry, and cv is coefficient of variability of the monthly<br />

discharges.<br />

Yearly data / Extreme (Qmax) data<br />

On page 3. are (in Tables and graphs) presented the basic characteristics for the<br />

average annual discharge, and on page 4. for the maximum annual discharge.<br />

Symbols are the same as it is mentioned above.<br />

12


Daily discharge<br />

Danube - Bratislava<br />

Area 131338 km 2 Basic statistical characteristics<br />

First Year 1876 mean min max 330-day 30-day cs cv<br />

Last Year 2006 Q [m 3 s -1 ] 2060 580 10810 1035 3447 1.7 0.5<br />

q [l.s -1 km -2 ] 15.7 4.4 82.3 7.9 26.2<br />

R [mm] 494.5<br />

Qd [m 3 s -1 ]<br />

12000<br />

10000<br />

8000<br />

6000<br />

4000<br />

2000<br />

0<br />

Danube - Bratislava<br />

01.01.1850 03.01.1860 04.01.1870 06.01.1880 07.01.1890 9.I.1900 11.I.1910<br />

3000<br />

2500<br />

2000<br />

1500<br />

1000<br />

500<br />

0<br />

Qd [m 3 s -1 ]<br />

12000<br />

10000<br />

3000<br />

2500<br />

8000<br />

2000<br />

6000<br />

1500<br />

4000<br />

1000<br />

2000<br />

500<br />

0<br />

0<br />

1-I-1900 1-I-1910 1-I-1920 1-I-1930 1-I-1940 1-I-1950 1-I-1960<br />

Qd [m 3 s -1 ]<br />

12000<br />

10000<br />

3000<br />

2500<br />

8000<br />

2000<br />

6000<br />

1500<br />

4000<br />

1000<br />

2000<br />

500<br />

0<br />

0<br />

1-I-1950 1-I-1960 1-I-1970 1-I-1980 1-I-1990 1-I-2000 1-I-2010<br />

Fig. 1. Daily discharge and 4-years moving averages.<br />

4500<br />

4000<br />

3500<br />

P10<br />

P50<br />

P90<br />

12000<br />

10000<br />

Qd [m 3 s -1 ]<br />

3000<br />

2500<br />

2000<br />

1500<br />

1000<br />

500<br />

0<br />

01.I 01.IV 01.VII 01.X<br />

Qd [m 3 s -1 ]<br />

8000<br />

6000<br />

4000<br />

2000<br />

0<br />

0 60 120 180 240 300 360<br />

Fig. 2. Long-term percentiles of daily discharge.<br />

Fig. 3. M-days water.<br />

13


Mean Monthly and Seassonal Discharges in m³/s<br />

Elevation: 128 m<br />

Station Danube - Bratislava Longitude: 17.11<br />

Catchment 131338 km 2 Latitude: 48.14<br />

I II III IV V VI VII VIII IX X XI XII Year XI-IV V-X<br />

Qma 1636 1731 2088 2393 2689 2790 2630 2289 1901 1552 1474 1520 2060 1807 2309<br />

Qmin 770 745 937 1020 1275 1493 1326 1090 737 633 812 664 1420 1209 1285<br />

Qmax 5117 4366 4900 4855 5283 7324 5424 5007 4594 2919 3684 3686 2910 3057 3774<br />

Vm 4.4 4.2 5.6 6.2 7.2 7.2 7.0 6.1 4.9 4.2 3.8 4.1 65 28.3 36.7<br />

Rm 33.4 31.9 42.6 47.2 54.8 55.1 53.6 46.7 37.5 31.7 29.1 31.0 495 215.2 279.4<br />

Vm/Va 6.7 6.4 8.6 9.5 11.1 11.1 10.8 9.4 7.6 6.4 5.9 6.3 100 44 56<br />

tr -0.005 0.000 0.006 0.010 0.000 -0.002 -0.002 -0.006 -0.011 -0.004 0.007 0.011 0.000 0.014 -0.010<br />

cs 1.91 1.30 0.88 0.82 0.91 2.10 1.12 1.04 1.52 0.62 1.55 1.29 0.31 0.72 0.68<br />

cv 0.430 0.399 0.333 0.283 0.257 0.273 0.295 0.303 0.352 0.298 0.342 0.362 0.159 0.198 0.186<br />

I II III IV V VI VII VIII IX X XI XII Year XI-IV V-X<br />

1841-1870 #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!<br />

1856-1885 2300 2254 2250 1975 2336 2629 2485 2244 1830 1596 1524 1724 2095 2004 2187<br />

1871-1900 1842 1923 2125 2204 2624 2780 2552 2437 2102 1578 1406 1412 2083 1819 2345<br />

1886-1915 1489 1566 2035 2411 2863 2852 2717 2408 2177 1581 1354 1366 2071 1703 2433<br />

1901-1930 1676 1528 1868 2318 2846 2801 2707 2323 2067 1592 1443 1485 2057 1720 2389<br />

1916-1945 1644 1652 1925 2375 2721 2917 2579 2345 2004 1675 1585 1445 2074 1771 2373<br />

1931-1960 1458 1673 2150 2422 2521 2792 2762 2286 1765 1554 1514 1418 2028 1773 2280<br />

1946-1975 1490 1682 2014 2365 2638 2826 2867 2276 1639 1383 1381 1501 2007 1739 2272<br />

1961-1990 1585 1813 2044 2485 2759 2918 2631 2236 1733 1456 1408 1669 2063 1834 2289<br />

1976-2005 1720 1864 2306 2486 2626 2605 2432 2135 1816 1568 1559 1717 2071 1942 2197<br />

1893-2006 1636 1731 2088 2393 2689 2790 2630 2289 1901 1552 1474 1520 2060 1807 2309<br />

1901-2006 1587 1686 2080 2438 2704 2793 2649 2255 1854 1546 1490 1546 2054 1805 2300<br />

1931-2006 1552 1748 2163 2485 2648 2790 2626 2228 1769 1528 1509 1570 2053 1838 2265<br />

R [mm]<br />

60<br />

50<br />

40<br />

30<br />

20<br />

10<br />

0<br />

I III V VII IX XI<br />

Qm [m 3 s -1 ]<br />

8000<br />

6000<br />

4000<br />

2000<br />

0<br />

Long-term monthly runoff.<br />

Course of monthly discharges.<br />

Qm [m 3 s -1 ]<br />

3000<br />

2500<br />

2000<br />

1500<br />

1000<br />

1976-2005<br />

1931-1960<br />

I III V VII IX XI<br />

Qm [m 3 s -1 ]<br />

2700<br />

Bratislava summer - autumn period, (V. - X.)<br />

2100<br />

winter - spring period, (XI. - IV.)<br />

1500<br />

1840 1860 1880 1900 1920 1940 1960 1980 2000<br />

Comparision of two periods<br />

Course of moving averges of seassonal discharges.<br />

XI-IV<br />

V-X<br />

Qm [m 3 s -1 ]<br />

7000<br />

6000<br />

5000<br />

4000<br />

3000<br />

2000<br />

1000<br />

0<br />

I III V VII IX XI<br />

0.001<br />

0.01<br />

0.1<br />

0.2<br />

0.5<br />

0.8<br />

0.9<br />

0.95<br />

0.99<br />

Share of the summer-autumm discharge<br />

Percentiles (log-normal distributions) of monthly doscharges.<br />

14


River: Danube Station: Bratislava Area: 131.338 10 3 km 2 SK<br />

Basic statistical characteristics<br />

Qa qa Qmin Qmax cs cv Med. trend Hurst<br />

m3/s l/s/km2 m3/s m3/s m3/s<br />

1876-2005 2059 15.7 1420 2910 0.32 0.16 2035 -0.0609 0.525<br />

Period Qa qa Qmin Qmax cs cv Period Qa St.dev qa cs cv<br />

1871-1880 1886-1915 2071 326 15.8 0.16 0.16<br />

1881-1890 1919 14.6 1556 2363 -0.01 0.16 1901-1930 2057 327 15.7 0.16 0.16<br />

1891-1900 2131 16.2 1716 2640 0.35 0.14 1916-1945 2074 344 15.8 -0.02 0.17<br />

1901-1910 2003 15.3 1575 2768 1.08 0.17 1931-1960 2028 321 15.4 0.21 0.16<br />

1911-1920 2169 16.5 1666 2438 -0.86 0.13 1946-1975 2007 372 15.3 0.78 0.19<br />

1921-1930 2001 15.2 1543 2621 0.28 0.18 1961-1990 2063 374 15.7 0.53 0.18<br />

1931-1940 2007 15.3 1420 2393 -0.61 0.15 1976-2005 2071 268 15.8 0.38 0.13<br />

1941-1950 2061 15.7 1543 2688 0.33 0.22<br />

1951-1960 2015 15.3 1657 2342 -0.27 0.10<br />

1961-1970 2161 16.5 1634 2910 0.48 0.23<br />

1971-1980 1968 15.0 1511 2331 -0.36 0.17<br />

1981-1990 2059 15.7 1719 2499 0.47 0.14<br />

1991-2000 2057 15.7 1789 2387 0.64 0.10<br />

2001-2006 2120 16.1 1647 2689 0.40 0.17<br />

Q [m 3 s -1 ]<br />

2100<br />

2050<br />

2000<br />

1886-<br />

1915<br />

1901-<br />

1930<br />

1916-<br />

1945<br />

1931-<br />

1960<br />

1946-<br />

1975<br />

1961-<br />

1990<br />

1976-<br />

2005<br />

Long term 30-year dichcharge.<br />

Q a [m 3 .s -1 ]<br />

3000<br />

2200<br />

Bratislava<br />

y = -0.0152x + 2060.6<br />

1400<br />

1870 1890 1910 1930 1950 1970 1990 2010<br />

Average anual discharge, diferences from 7-year moving averages.<br />

2200<br />

Q [m 3 s -1 ]<br />

2050<br />

1900<br />

1871-<br />

1880<br />

1881-<br />

1890<br />

1891-<br />

1900<br />

1901-<br />

1910<br />

1911-<br />

1920<br />

1921-<br />

1930<br />

1931-<br />

1940<br />

1941-<br />

1950<br />

1951-<br />

1960<br />

1961-<br />

1970<br />

1971-<br />

1980<br />

1981-<br />

1990<br />

1991-<br />

2000<br />

2001-<br />

2006<br />

Long term 10-year dichcharge.<br />

R - autocorrelation<br />

0.20<br />

0.10<br />

0.00<br />

-0.10<br />

-0.20<br />

-0.30<br />

1 11 21 31 41 51<br />

Autocorrelogram of yearly discharge.<br />

0.0 0.5 1.0<br />

Danube: Bratislava, 1876-2006<br />

4.2<br />

3.6<br />

2.4<br />

10.6 14.5<br />

7<br />

1 10 100<br />

period [yr]<br />

21<br />

28<br />

44<br />

Combined periodogram of yearly discharge.<br />

15


River: Danube Station: Bratislava Area: 131.338 10 3 km 2 SK<br />

Qmax<br />

Basic statistical characteristics<br />

Qmax qmax min max cs cv Med. trend<br />

m3/s l/s/km2 m3/s m3/s m3/s<br />

1876-2005 5866 44.7 3000 10870 0.86 0.28 5604 2.1121<br />

Period Qmax qmax min max cs cv Period Qmax St.dev qmax cs cv<br />

1871-1880 1886-1915 5679 1880 43.2 1.21 0.33<br />

1881-1890 5560 42.3 3570 9062 0.68 0.39 1901-1930 5668 1376 43.2 0.58 0.24<br />

1891-1900 6433 49.0 3619 10870 0.61 0.41 1916-1945 5633 1410 42.9 0.60 0.25<br />

1901-1910 5253 40.0 3653 6485 -0.36 0.20 1931-1960 5768 1424 43.9 0.85 0.25<br />

1911-1920 5958 45.4 4510 8616 1.09 0.20 1946-1975 6029 1620 45.9 0.74 0.27<br />

1921-1930 5793 44.1 3430 8998 0.48 0.31 1961-1990 5722 1417 43.6 0.80 0.25<br />

1931-1940 5118 39.0 3000 7260 0.17 0.22 1976-2005 5996 1456 45.7 1.25 0.24<br />

1941-1950 5714 43.5 3153 7160 -1.09 0.20<br />

1951-1960 6472 49.3 4431 10400 1.21 0.27<br />

1961-1970 5855 44.6 4042 9224 1.08 0.27<br />

1971-1980 5649 43.0 4124 8715 1.03 0.26<br />

1981-1990 5661 43.1 3693 7686 0.39 0.24<br />

1991-2000 6397 48.7 5268 9430 2.08 0.19<br />

2001-2006 6798 51.8 4435 10370 0.68 0.30<br />

Q [m 3 s -1 ]<br />

6200<br />

6000<br />

5800<br />

5600<br />

5400<br />

1886-<br />

1915<br />

1901-<br />

1930<br />

1916-<br />

1945<br />

1931-<br />

1960<br />

1946-<br />

1975<br />

1961-<br />

1990<br />

1976-<br />

2005<br />

Q a [m 3 .s -1 ]<br />

Average anual discharge, diferences from 7-year moving averages.<br />

Q [m 3 s -1 ]<br />

Long term 30-year dichcharge.<br />

12000<br />

10000<br />

8000<br />

6000<br />

4000<br />

2000<br />

0<br />

1870 1890 1910 1930 1950 1970 1990 2010<br />

7000<br />

6500<br />

6000<br />

5500<br />

5000<br />

1871-<br />

1880<br />

1881-<br />

1890<br />

1891-<br />

1900<br />

1901-<br />

1910<br />

1911-<br />

1920<br />

1921-<br />

1930<br />

1931-<br />

1940<br />

1941-<br />

1950<br />

1951-<br />

1960<br />

1961-<br />

1970<br />

1971-<br />

1980<br />

1981-<br />

1990<br />

1991-<br />

2000<br />

2001-<br />

2006<br />

Long term 10-year dichcharge.<br />

R - autocorrelation<br />

0.30<br />

0.20<br />

0.10<br />

0.00<br />

-0.10<br />

-0.20<br />

-0.30<br />

1 11 21 31 41 51<br />

Autocorrelogram of yearly discharge.<br />

16


2 Appendix I – CD with data<br />

17

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