© Acta hydrotechnica 19/31 (2001), Ljubljana ISSN 1581-0267 95 UDK / UDC : 556.51(497.4) Prejeto / Received: 3.12.2001 Predhodna objava / Preliminary scientific paper Sprejeto / Accepted: 8.1.2002 UPORABA ŠIFRANTA PADA VINSKIH OBMO ČIJ VODOTOKOV REPUBLIKE SLOVENIJE ZA PRIPRA VO HIDROLOŠKIH MODELOV THE APPLICATION OF THE WATERSHED CODING SYSTEM OF THE REPUBLIC OF SLOVENIA FOR HYDROLOGICAL MODELLING Mojca ŠRAJ V prispevku je predstavljena uporabnost šifranta padavinskih obmo čij Republike Slovenije, predvsem uporaba pri hidrološkem modeliranju, ki je podlaga za napovedovanje poplav, dolo čanje poplavne ogroženosti in ukrepov varstva pred poplavami, ra čun vodne bilance itd. Kot primer je predstavljen hidrološki model So če. Iz primera je razvidno, da se šifrant popolnoma ujema z vhodno strukturo modela. Sistem šifriranja padavinskih obmo čij R Slovenije torej omogo ča neposreden vnos v hidrološke modele. Klju čne besede: hidrologija, padavinsko obmo čje, modeliranje, šifrant, reka So ča, padavine The applicability of the watershed coding system of the Republic of Slovenia is represented in this paper with the emphasis on the hydrological modelling which is the base for flood forecasting, flood risk analyses and precautions against floods, water budget assessments, etc. The hydrological model of the river So ča is represented as an example. The coding system completely tallies with the model-input structure, as can be seen from the example. Therefore the coding system of the Republic of Slovenia enables direct input in the hydrological models. Key words: hydrology, watershed, modelling, coding system, the So ča river, precipitation 1. UVOD Uporaba sodobne programske opreme za upravljanje s prostorsko dolo čenimi bazami podatkov zahteva po eni strani šifriranje, ki je prilagojeno ra čunalniški obdelavi podatkov, po drugi strani pa ponuja nove možnosti pri urejanju podatkov in izdelavi modelov. Na podlagi analize razli čnih sistemov šifriranja v razli čnih državah je bil v Sloveniji izdelan sodoben sistem šifriranja padavinskih obmo čij (Brilly & Garantini, 1994; 1996; Šraj, 2000, 2001). Sistem je odprt in prilagojen ra čunalniški obdelavi. Šifrant padavinskih obmo čij omogo ča urejanje podatkov o okolju, izdelavo vodnogospodarskih na črtov in programov, izdelavo sodobnih informacijskih sistemov za potrebe varstva okolja ter izdelavo razli čnih analiz in hidroloških modelov (Brilly et al., 1993; Brilly & Šraj, 1998; WMO, 1994). 1. INTRODUCTION The application of contemporary software and hardware for managing spatially oriented data requires a computer adapted coding system and also offers new alternatives in data management and model making. A contemporary coding system for Slovenian watersheds based on the analyses of different coding systems in different countries has been made (Brilly & Garantini, 1994; 1996; Šraj, 2000, 2001). The system is open and applicable for computer data management. The watershed coding system enables environmental database management and water management plans and programmes, contemporary information systems for environmental protection, as well as various analyses and hydrological modelling (Brilly et al., 1993; Brilly & Šraj, 1998; WMO, 1994). Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 96 V nadaljevanju je predstavljena uporaba šifranta padavinskih obmo čij Republike Slovenije za izdelavo hidroloških modelov, ki so podlaga za napovedovanje poplav, dolo čanje poplavne ogroženosti in ukrepov varstva pred poplavami, ra čun vodne bilance itd. 2. UPORABA ŠIFRANTA PADA VINSKIH OBMO ČIJ ZA HIDROLOŠKO MODELIRANJE 2.1 UVOD V okviru mednarodnega programa IHP UNESCO se trenutno v Sloveniji izvajajo hidrološke meritve in izra čuni na štirih eksperimentalnih pore čjih: So če, Savinje, Notranjske Reke in Dragonje (slika 1). Zato so bila ta padavinska obmo čja pripravljena tudi za vnos v hidrološki model HEC-1 (Šraj, 2000). S tem želim pokazati, da je sistem šifriranja že sam po sebi strukturiran tako, da omogo ča neposreden vnos v hidrološke modele. The application of the watershed coding system of the Republic of Slovenia for hydrological modelling, which is the base for flood forecasting, flood risk analyses and precautions against floods, water budget assessments, etc., is represented in the present work. 2. THE APPLICATION OF THE WATERSHED CODING SYSTEM FOR HYDROLOGICAL MODELLING 2.1 INTRODUCTION Within the international programme IHP UNESCO, hydrological measurements and calculations were carrying out on four experimental watersheds in Slovenia: So ča, Savinja, Notranjska Reka and Dragonja, at the moment (Figure 1). For this reason, just those watersheds have been prepared for hydrological model HEC-1 (Šraj, 2000). I want to indicate, that the structure of the coding system alone, enables direct input in the hydrological models. Slika 1. Eksperimentalna povodja v Sloveniji. Figure 1. Experimental watersheds in Slovenia. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 97 2.2 TEMELJI RA ČUNALNIŠKEGA PROGRAMA HEC-1 ZA HIDROLOŠKO MODELIRANJE Program HEC-1 je eden najstarejših in najbolj znanih programov za simulacijo površinskega odtoka. Razvili so ga v ZDA za vojaške potrebe v Hidrološkem Inženirskem Centru v Kaliforniji leta 1967. Leta 1984 so razvili razli čico za osebni ra čunalnik in jo do danes ve čkrat izpopolnili (Dodson & Associates, 1995). Ra čunalniški program HEC- 1 temelji na matemati čnih odnosih, s katerimi predstavimo posamezne meteorološke pojave ter hidrološke in hidravli čne procese (Brilly, 1993). Omogo ča transformacijo padavin v časovni potek odtoka oziroma hidrogram. Strukturo modela dobimo tako, da povodje razdelimo na čim bolj homogena podpovodja, na katerih izvajamo ra čunske operacije. HEC- 1 omogo ča tri temeljne operacije: 1. S pomo čjo podatkov o padavinah in infiltraciji ter enotnega hidrograma, izra čuna hidrogram površinskega odtoka za posamezno podpovodje. 2. Transformira podani hidrogram po re čni strugi dolvodno ali skozi akumulacijo. 3. Sešteva hidrograme razli čnih podpovodij. S pomo čjo omenjenih treh operacij (izra čun, propagacija, seštevanje) je mogo če modelirati tudi izredno kompleksna povodja. Vsekakor pa mora biti vrstni red operacij pravilno zastavljen, da ne pride do uporabe napa čnih podatkov. Vrstni red operacij se dolo ča samo s strukturo vhodnih podatkov. 2.3 EKSPERIMENTALNO PORE ČJE SO ČE Pore čje So če je po šifrantu padavinskih obmo čij R Slovenije padavinsko obmo čje prvega reda s šifro šest. Na drugi ravni je celotno pore čje razdeljeno na štiri padavinska obmo čja, na tretji ravni na 28, na četrti pa na 91 padavinskih obmo čij. Glede na razpoložljive podatke je za hidrološki model najprimernejša razdelitev na tretji ravni (slika 2). Iz ra čunske sheme v preglednici 1 je 2.2 BASIS OF THE COMPUTER PROGRAM HEC-1 FOR HYDROLOGICAL MODELLING The HEC-1 computer program is one of the most widely accepted methods for surface runoff simulation. It was developed for military use in the Hydrologic Engineering Center in California, USA in 1967. In 1984, a version of the program for the Personal Computer was developed and improved several times till today (Dodson & Associates, 1995). The HEC-1 computer program is based on mathematical relationships, which are intended to represent individual meteorological, hydrological and hydraulic processes (Brilly, 1993). It enables the transformation of the precipitation into a basin runoff hydrograph. With dividing the watershed into as homogeneous sub-areas as possible we get the structure of the model. HEC-1 model performs three basic types of hydrograph operations: 1. By using precipitation information, infiltration losses, and unit hydrograph HEC-1 computes a runoff hydrograph for each sub-basin. 2. Routes a given hydrograph through a stream reach or reservoir. 3. Combines two or more hydrographs. Even with only these three basic operations, HEC-1 can model extremely complex watersheds. However, the operations must be performed in the correct sequence in order to provide the intended results. The seqeunce of computations is controlled only by the organisation of the input data. 2.3 THE SO ČA RIVER EXPERIMENTAL WATERSHED The So ča river watershed is one of the six watersheds on the first level of the watershed coding system of the Republic of Slovenia. The whole watershed is divided on four sub- watersheds on the second level, on 28 on the third level and on 91 sub-watersheds on the fourth level. The most appropriate for hydrological model is the third level regarding available data (Figure 2). As can be seen from Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 98 razvidno, da se šifrant popolnoma ujema z vhodno strukturo modela. Sistem šifriranja padavinskih obmo čij R Slovenije torej omogo ča direkten vnos strukture v hidrološke modele. Prikaz strukture modela povodja So če je podan na sliki 3, ra čunska shema pa v preglednici 1. 2.4 HIDROLOŠKI MODEL REKE SO ČE Na podlagi ra čunske sheme (preglednica 1) je bila izdelana vhodna datoteka hidrološkega modela So če za program ProHEC- 1. Modeliran je bil dogodek za november 1992, ki je bil že predhodno modeliran in umerjen (Šraj, 1995) in je dal zadovoljive rezultate. Glavni vhodni podatek za izra čun odtoka so padavine. Model predpostavlja enakomerno razporeditev padavin znotraj padavinskega obmo čja. Ob tem je velika težava v tem, da so padavine na povodju So če zelo lokalnega zna čaja. Težave pri modeliranju so nastale predvsem zaradi premajhnega števila podatkov in njihove nepopolnosti. Na povodju So če so sicer štiri ombrografske postaje v Sloveniji (Bovec, Knežke Ravne, Lokve in Podkraj) in tri v Italiji (Capriva, Gradisca di Isonzo, Fossalon do Grado), ki dajejo urne podatke o padavinah, vendar so bili za november 1992 uporabni le podatki s treh postaj: Lokve, Podkraj in Capriva. Po celotnem padavinskem obmo čju So če pa je enakomerno razporejenih tudi 50 ombrometrskih postaj (slika 4), ki dajejo dnevne podatke o padavinah. S pomo čjo teh podatkov so bile za vsako padavinsko obmo čje posebej izra čunane povpre čne dnevne padavine. Padavinska simulacija na posameznih obmo čjih pa je bila simulirana tako, da so bile dnevne koli čine padavin linearno reducirane po padavinskem vzorcu najbljižjega ombrografa. Tu so verjetno nastale manjše ali ve čje napake, saj je bil najbližji ombrograf v časih precej oddaljen ali pa na popolnoma druga čni nadmorski višini. the sequence of computations in Table 1, the coding system completely tallies with the model-input structure. Therefore the coding system of the Republic of Slovenia enables direct input in the hydrological models. The model input structure for the So ča watershed is in the Figure 3 and the sequence of computations in Table 1. 2.4 THE SO ČA RIVER HYDROLOGICAL MODEL The ProHEC- 1 input file for the So ča hydrological model was made based on the sequence of computations in Table 1. The event for november 1992 was modelled. The same one was modelled and moderated before (Šraj, 1995) and it was given satisfactory results. Precipitation is the main input datum for runoff computation. Evenly precipitation distribution was adopted inside each watershed. The fact that the precipitation in the So ča watershed has a very local character caused a large problem, because of insufficiency of the data. In the So ča river watershed there are four automatic rainfall gauging stations in Slovenia (Bovec, Knežke Ravne, Lokve and Podkraj) and three in Italy (Capriva, Gradisca di Isonzo, Fossalon do Grado), which are giving hourly data, but for november 1992 only data from three stations: Lokve, Podkraj and Capriva were applicable. There are also 50 rainfall-gauging stations with daily data, regularly arranged over the watershed (Figure 4). An average daily precipitation was calculated for each watershed with those data. Hourly precipitation simulation of each watershed was then linearly reduced upon the nearest station with daily data. Here probably some smaller or larger mistakes occurred, because the nearest station with the hourly data was sometimes rather faraway or on completely different sea level. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 99 Slika 2. Šifrant padavinskih obmo čij So če. Figure 2. Watershed coding system of the So ča River. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 100 Slika 3. Struktura hidrološkega modela So če. Figure 3. The structure of the So ča river hydrological model. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 101 Preglednica 1. Ra čunska shema pore čja So če. KO- RAK ŠT. NA KUPU OPERACIJA RA ČUNSKA SHEMA PORE ČJA SO ČE 11 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 1 – Trentarska So ča (611) 22 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 2 – Koritnica (612) 3 1 seštevanje sešteje dva hidrograma iz korakov 1 in 2 v soto čju So če in Koritnice 4 1 propagacija propagira val iz koraka 3 do soto čja So če in U čje 52 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 3 – Bovška So ča (613) 63 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 4 – U čja (614) 7 1 seštevanje sešteje tri hidrograme iz korakov 4, 5 in 6 v soto čju So če in U čje 8 1 propagacija propagira val iz koraka 7 do soto čja So če in Tolminke 92 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 5 – Tolminska So ča (615) 10 3 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 6 – Tolminka (616) 11 1 seštevanje sešteje tri hidrograme iz korakov 8, 9 in 10 v soto čju So če in Tolminke 12 1 propagacija propagira val iz koraka 11 do soto čja So če in Idrijce 13 2 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 7 – So ča-Modrej (617) 14 1 seštevanje sešteje dva hidrograma iz korakov 12 in 13 v soto čju So če in Idrijce 15 2 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 8 – Idrijska Idrijca (621) 16 3 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 9 – Kanomljica (622) 17 2 seštevanje sešteje dva hidrograma iz korakov 15 in 16 v soto čju Idrijce in Kanomljice 18 2 propagacija propagira val iz koraka 17 do soto čja Idrijce in Cerknice 19 3 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 10 – Masorska Idrijca (623) 20 4 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 11 – Cerknica (624) 21 2 seštevanje sešteje tri hidrograme iz korakov 18, 19 in 20 v soto čju Idrijce in Cerknice 22 2 propagacija propagira val iz koraka 2 1 do soto čja Idrijce in Trebuš čice 23 3 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 12 – Stopniška Idrijca (625) . . . . . . . . . . . . 50 3 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 24 – Dobravska Vipava (645) 51 4 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 25 – Branica (646) 52 2 seštevanje sešteje tri hidrograme iz korakov 49, 50 in 5 1 v soto čju Vipave in Branice 53 2 propagacija propagira val iz koraka 52 do soto čja Vipave in Lijaka 54 3 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 26 – Prvaška Vipava (647) 55 4 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 27 – Lijak (648) 56 2 seštevanje sešteje tri hidrograme iz korakov 53, 54 in 55 v soto čju Vipave in Lijaka 57 2 propagacija propagira val iz koraka 56 do soto čja So če in Vipave 58 3 izra čun izra čuna hidrogram površinskega odtoka s padavinskega obmo čja 28 – Mirenska Vipava (649) 59 1 seštevanje sešteje tri hidrograme iz korakov 4 1, 57 in 58 v soto čju So če in Vipave Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 102 Table 1. The sequence of computations for the So ča watershed. STEP NO. ON THE STACK OPERA- TION SEQUENCE OF COMPUTATIONS FOR THE SO ČA WATERSHED 1 1 compute compute runoff hydrograph from watershed 1 – Trentarska So ča (611) 2 2 compute compute runoff hydrograph from watershed 2 – Koritnica (612) 31c o m b i n e combine two hydrographs from steps 1 and 2 in the confluence of the So ča and Koritnica streams 4 1 route route hydrograph from step 3 to the confluence of the So ča and U čja streams 5 2 compute compute runoff hydrograph from watershed 3 – Bovška So ča (613) 6 3 compute compute runoff hydrograph from watershed 4 – U čja (614) 71c o m b i n e combine three hydrographs from steps 4, 5 and 6 in the confluence of the So ča and U čja streams 8 1 route route hydrograph from step 7 to the confluence of the So ča and Tolminka streams 9 2 compute compute runoff hydrograph from watershed 5 – Tolminska So ča (615) 10 3 compute compute runoff hydrograph from watershed 6 – Tolminka (616) 11 1 combine combine three hydrographs from steps 8, 9 and 10 in the confluence of the So ča and Tolminka streams 12 1 route route hydrograph from step 11 to the confluence of the So ča and Idrijca streams 13 2 compute compute runoff hydrograph from watershed 7 – So ča-Modrej (617) 14 1 combine combine two hydrographs from steps 12 in 13 in the confluence of the So ča and Idrijca streams 15 2 compute compute runoff hydrograph from watershed 8 – Idrijska Idrijca (621) 16 3 compute compute runoff hydrograph from watershed 9 – Kanomljica (622) 17 2 combine combine two hydrographs from steps 15 and 16 in the confluence of the Idrijca in Kanomljica streams 18 2 route route hydrograph from step 17 to the confluence of the Idrijca and Cerknica streams 19 3 compute compute runoff hydrograph from watershed 10 – Masorska Idrijca (623) 20 4 compute compute runoff hydrograph from watershed 11 – Cerknica (624) 21 2 combine combine three hydrographs from steps 18, 19 in 20 in the confluence of the Idrijca and Cerknica streams 22 2 route route hydrograph from step 2 1 to the confluence of the Idrijca ans Trebuš čica streams 23 3 compute compute runoff hydrograph from watershed 12 – Stopniška Idrijca (625) . . . . . . . . . . . . 50 3 compute compute runoff hydrograph from watershed 24 – Dobravska Vipava (645) 51 4 compute compute runoff hydrograph from watershed 25 – Branica (646) 52 2 combine combine three hydrographs from steps 49, 50 in 51 in the confluence of the Vipava and Branica streams 53 2 route route hydrograph from step 52 to the confluence of the Vipava and Lijak streams 54 3 compute compute runoff hydrograph from watershed 26 – Prvaška Vipava (647) 55 4 compute compute runoff hydrograph from watershed 27 – Lijak (648) 56 2 combine combine three hydrographs from steps 53, 54 in 55 in the confluence of the Vipava and Lijak streams 57 2 route route hydrograph from step 56 to the confluence of the So ča and Vipava streams 58 3 compute compute runoff hydrograph from watershed 28 – Mirenska Vipava (649) 59 1 combine combine three hydrographs from steps 4 1, 57 in 58 in the confluence of the So ča and Vipava streams Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 103 Slika 4. Razporeditev padavinskih in limnigrafskih postaj na padavinskem obmo čju So če. Figure 4. Locations of the rainfall and water level gauging stations in the So ča watershed. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 104 Lastnosti padavinskih obmo čij so dolo čene na podlagi hidrografskih, geometrijskih, geoloških in pedoloških kriterijev (Šraj, 1995). Geometrijske lastnosti padavinskih obmo čij (preglednica 2) so bile dolo čene s pomo čjo programa AutoCAD Map na podlagi digitaliziranih topografskih kart v merilu 1:25000. Hidrografski in geološki kriteriji (preglednica 3) pa so bili dolo čeni s pomo čjo karte talnih zna čilnosti in karte hidrogeologije, ki sta bili podigitalizirani v merilu 1:250 000. Vsako padavinsko obmo čje je vezano na svoj enotni hidrogram, ki ni odvisen od naliva. HEC- 1 omogo ča sintetiziranje enotnega hidrograma po treh metodah. Najboljše rezultate je dala SCS metoda. Pravilna oblika enotnega hidrograma je poleg pravilne padavinske situacije najpomembnejša pri analizi površinskega odtoka. Hidrološki model je bil umerjen za štiri dogodke s pomo čjo merjenih hidrogramov na devetih postajah vzdolž So če in njenih pritokov (Šraj, 1995). Pri merjenih hidrogramih je bil dolo čen delež baznega odtoka in odštet od celotne vrednosti pretoka. Problem predstavlja položaj limnigrafov, ki se vedno ne ujema z mejami padavinskih obmo čij (slika 4) in je umerjanje lahko samo približno. Model je bil umerjen tako, da odstopanja v volumnih odtoka niso bila ve čja od 10% in da so se konice merjenih in izra čunanih hidrogramov čim bolje ujemale, tako po višini kot po času (slika 5, preglednica 4). Model je dal, glede na pomankljive padavinske podatke, dobre rezultate. Razlike v volumnih poplavnih valov so minimalne. Konice so se časovno dobro ujele. Malo slabši so rezultati na padavinskih obmo čjih Ba če in Vipave. Kot je razvidno iz rezultatov, ve čji del pretoka prispeva padavinsko obmo čje Idrijce. Characteristics of the watersheds were defined, based on hydrographic, geometric, geological and pedological properties (Šraj, 1995). Geometric characteristics of the watersheds (Table 2) were defined with computer program AutoCAD Map, based on digitised topographic maps 1:25 000. Maps of soil characteristics and hydrogeology digitised in scale 1:250 000 have been the base for defining hydrographic and geological characteristics (Table 3). Each watershed has its own unit hydrograph, independent from the storm. HEC-1 enables a syntetization of the unit hydrograph with three methods. SCS method has given the best results in our example. The right shape of the unit hydrograph is beside the right precipitation situation the most important thing by the runoff analyses. Hydrological model was moderated for four events with measured hydrographs on nine stations along the So ča river and its tributaries (Šraj, 1995). The base runoff was defined from measured hydrographs and subtracted from the whole one. There was another problem because the location of the gauging stations wasn’t always in accordance with the watershed boundaries (Figure 4), so the moderating has been approximate. The model was moderated thus that deviation of the volumes wasn’t exceeded 10% and that the peaks of the measured and calculated hydrographs overlaid the best by high and time (Figure 5, Table 4). Model has given good results according to insufficiency of the data. The differences in volumes of hydrographs have been minimal and peaks have been good time corresponded. Only the results for Ba ča and Vipava watersheds were a little bit worse. The major part of the runoff was contributed by Idrijca watershed, as can be seen from the results. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 105 Preglednica 2. Geometrijski podatki za posamezna padavinska obmo čja So če (Šraj, 2000). Table 2. Geometric data for individual So ča sub-watersheds (Šraj, 2000). Šifra / Code Št. HEC/ HEC No. Površina / Area Dolžina / Length Težiš če / Centre of gravity Padec / Slope A [km 2 ] L [km] Lca [km] I [%] 611 1 178,6 21,5 10,8 1,8 612 2 86,7 14,0 7,6 1,8 613 3 75,8 8,5 4,2 0,7 614* 4 51,0 13,8 6,7 1,8 615 5 176,9 28,4 15,1 1,0 616 6 63,6 11,0 8,0 0,5 617 7 13,0 3,6 2,5 0,4 621 8 160,8 22,2 9,8 0,5 622 9 45,4 11,7 5,2 0,65 623 10 42,2 11,8 5,7 0,5 624 11 45,2 13,2 6,9 0,5 625 12 70,3 13,6 8,5 0,5 626 13 101,5 14,4 6,5 0,2 627 14 30,8 8,5 4,2 0,55 628 15 144,5 21,8 10,3 0,55 629 16 3,1 2,3 1,4 0,55 631 17 149,1 22,6 14,1 0,3 633 18 176,3 8,9 1,8 0,2 635* 19 64,2 12,5 8,5 0,08 641 20 131,3 1,5 1,5 0,2 642 21 50,4 12,6 6,9 0,2 643 22 16,8 4,9 3,2 0,2 644 23 88,5 9,3 5,0 0,2 645 24 70,4 14,0 5,8 0,15 646 25 80,3 29,6 13,6 0,2 647 26 23,8 10,5 4,4 0,09 648 27 57,9 9,0 6,2 0,1 649* 28 46,8 17,0 7,9 0,09 * padavinsko obmo čje sega tudi izven meja Slovenije * watershed outside of the Slovenia national border Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 106 Preglednica 3. Parametri posameznih padavinskih obmo čij So če za dogodek November 1992 (Šraj, 2000). Table 3. Model parameters for individual So ča sub-watersheds for november 1992 event (Šraj, 2000). Padavinsko obmo čje / Watershed T p [h] IA [mm] CN K [h] X 1 7 15 29 2 6 35 29 3 6 35 29 0,8 0,15 4 5 21 48 5 6 24 30 2,6 0,15 6 6 21 40 7 5 25 36 0,3 0,3 8 4 15 55 9 2 20 68 10 4 9 60 1,1 0,1 11 5 10 75 12 7 25 40 1,3 0,09 13 6 29 68 14 6 25 40 0,8 015 15 3 10 37 16 3 12 70 0,2 0,5 17 5 8 80 2,1 0,05 18 8 25 40 0,8 0,15 19 9 22 50 1,7 0,06 20 3 10 40 21 7 10 65 22 3 15 70 0,7 0,15 23 8 15 40 24 7 10 75 1,9 0,06 25 8 10 70 26 7 7 70 1,4 0,08 27 5 2 70 28 5 2 60 2,4 0,05 Tp čas zakasnitve povodja v urah / watershed lag value in hours IA za četne izgube na nezasneženi površini v mm / initial rainfall abstraction in mm for snow free-ground CN SCS koeficient za dolo čanje padavinskih izgub / SCS curve number for rainfall losses on snow-free ground K Muskingumov koeficient propagacije v urah / Muskingum coefficient for routing X Muskingumov utežni koeficient propagacije / Muskingum weighted coefficient for routing Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 107 Slika 5. Primerjava merjenih (tanka črta) in izra čunanih (poudarjema črta) hidrogramov (Šraj, 2000). Figure 5. Comparation of the measured (thin line) and calculated (bold line) hydrographs (Šraj, 2000). Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 108 Preglednica 4. Analiza rezultatov hidrološkega modela So če (Šraj, 2000). Table 4. Analyses of the So ča hydrological model results (Šraj, 2000). model november 92 VOLUMEN / VOLUME razlika / difference Qmax razlika / difference Tp razlika / difference [10 6 m 3 ] [%] [m 3 /s] [%] [h] [h] KRŠOVEC 1,2 24,10 0,5 ra čunani / computed 15,98 182 28,5 merjeni / measured 16,18 146 28 LOG ČEZSOŠKI 6,8 38,00 1 ra čunani / computed 27,44 350 29 merjeni / measured 25,70 254 28 ŽAGA 0,0 3,50 5,5 ra čunani / computed 4,98 79 25,5 merjeni 4,98 77 20 KOBARID 3,0 23,20 5,5 ra čunani / computed 43,75 528 30,5 merjeni / measured 42,48 428 25 HOTEŠ ČEK 8,6 25,50 4,5 ra čunani / computed 68,81 929 28,5 merjeni / measured 63,33 740 24 BA ČA 0,7 42,90 8,5 ra čunani / computed 12,69 201 30,5 merjeni / measured 12,77 141 22 SOLKAN 3,6 18,80 5 ra čunani / computed 174,90 2066 32 merjeni / measured 168,78 1740 27 DORNBERK 3,2 42,20 5,5 ra čunani / computed 25,14 247 36,5 merjeni / measured 25,97 174 42 MIREN 8,8 19,90 3 ra čunani / computed 36,97 322 38 merjeni / measured 40,52 268 41 Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 109 2.5 AVTOMATSKA IZDELAVA VHODNE STRUKTURE HIDROLOŠKEGA MODELA S POMO ČJO ŠIFRANTA Ker se šifrant popolnoma ujema z vhodnimi strukturami hidroloških modelov in je prilagojen ra čunalniški obdelavi, ga lahko s pomo čjo GIS-ov uporabimo tudi za avtomatsko izdelavo vhodne strukture hidrološkega modela. V bazi šifer padavinskih obmo čij poiš čemo na želeni ravni vse šifre oziroma padavinska obmo čja, ki sestavljajo pore čje našega hidrološkega modela (slika 6). To storimo tako, da definiramo najmanjšo in najve čjo iskano šifro. Pri tem uporabimo tekstovni na čin razvrš čanja, ki nam pravilno razvrsti šifre, tudi če kombiniramo ve č ravni hkrati. Razvrš čenim šifram avtomatsko dodelimo števila od ena naprej in jih preko GIS-ov (Autodesk, 1998) vnesemo še v grafi čni del baze. Tako s pomo čjo šifranta padavinskih obmo čij in GIS-ov avtomatsko izdelamo vhodno strukturo hidrološkega modela. 2.5 THE APPLICATION OF THE WATERSHED CODING SYSTEM FOR AUTOMATIC MAKING THE HYDROLOGICAL MODEL INPUT STRUCTURE Because the coding system completely tallies with the model input structure and it is computer adapted, it can be used for automatic construction of the hydrological model input structure with GIS. All codes composed our hydrological model watershed on the desired level had been searched in the watershed’s code database (Figure 6). We do that with defining the maximum and minimum code using text type of arrangement. So we can get the correct arrangement also by combining more levels at the same time. Numbers from one up were automatically assigned to arrange codes and entered also in the graphical part of the base by GIS (Autodesk, 1998). So hydrological model input structure was made automatically with help of the watershed coding system and GIS. 3. DRUGI PRIMERI UPORABE ŠIFRANTA Ker je sistem šifriranja prilagojen ra čunalniški obdelavi, je njegova uporabnost v GIS-ih (slika 7) zelo velika. Šifrant lahko prekrivamo z drugimi digitalnimi bazami, npr. s karto pokrovnosti, s karto hidrogeoloških zna čilnosti, z digitalnim modelom reliefa itd., delamo statisti čne analize, izdelujemo poljubne tematske karte (slika 8) itd. Na podlagi šifranta se dolo čijo tudi administrativne meje obmo čnih vodnih skupnosti. 3. OTHER EXAMPLES OF THE CODING SYSTEM APPLICATION Because the coding system is computer adapted its applicability in GIS (Figure 7) is great. The coding system could be overlaid with other digital maps such as map of land cover, hydrogeological map, digital model of relief and so on. We can do statistical analyses, make optional thematic maps (Figure 8) etc. Administrative boundaries of regional water communities could also be defined on base of the coding system. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 110 Slika 6. Avtomatska izdelava vhodne strukture hidrološkega modela So če v GIS-ih. Figure 6. Automatic making of the hydrological model input structure with GIS. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 111 Slika 7. Šifrant padavinskih obmo čij Republike Slovenije v GIS-ih. Figure 7. The coding system of the Republic of Slovenia in GIS. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 112 Slika 8. Prikaz glavnih padavinskih obmo čij R Slovenije s šifrantom na četrti ravni. Figure 8. Review of the main watersheds of the Republic of Slovenia with the coding system on the fourth level. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 113 Slika 9. Padavinsko obmo čje So če, prekrito z mrežo modela ALADIN-SI. Figure 9. The So ča river watershed overlaid with the ALADIN-SI model net. Šraj, M.: Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov - The Application of the Watershed Coding System of the Republic of Slovenia for Hydrological Modelling © Acta hydrotechnica 19/31 (2001), 95-115, Ljubljana 114 Še en primer uporabe šifranta padavinskih obmo čij: padavinska obmo čja, prekrita z mrežo modela ALADIN-SI, ki nam daje napoved padavin za 48 ur vnaprej. Napovedane padavine, ki pripadajo posameznemu kvadratu mreže, se procentualno porazdelijo na posamezno padavinsko obmo čje. Tako dobimo vhodne podatke za hidrološke modele pri napovedovanju poplavnih valov (slika 9) (Brilly in ostali, 2000). Naslednji korak je dolo čitev karakteristik posameznih padavinskih obmo čij in njihova vklju čitev v GIS. Tak sistem je bistvenega pomena za sodoben razvoj vodnega gospodarstva, u činkovito zaš čito okolja, napovedovanje poplav itd. One another example of the application of the coding system: watersheds overlaid with ALADIN-SI model net. The model ALDADIN-SI gives us precipitation forecast for 48 hours beforehand. Forecasted precipitation within individual square of the model net had been distributed to the individual watershed by percentage. Thus we get input data for hydrological models by flood forecasting (Figure 9) (Brilly et al., 2000). The next step is defining the characteristics of the individual watersheds and their incorporating in GIS. Such as system is significant for contemporary development of the water management, effectively environment protection, flood forecasting etc. 4. ZAKLJU ČKI Pomen šifranta padavinskih obmo čij R Slovenije je izjemen, saj si je tudi Evropska agencija za okolje za eno od prvih nalog zadala izdelavo katastra in šifranta vodotokov držav Evropske unije (Morris, 1994). Sistem šifriranja padavinskih obmo čij je strukturiran tako, da omogo ča preprosto programiranje in neposreden vnos v hidrološke modele. Tudi kombiniranje razli čnih ravni šifranta se popolnoma ujema z vhodno strukturo modela. Šifrant padavinskih obmo čij predstavlja temelj sodobnega informacijskega sistema za potrebe varstva okolja, urejanje podatkov o okolju, njihovo obdelavo in statisti čno analizo, za izdelavo vodnogospodarskih na črtov, programov, strokovnih podlag, katastra vodnogospodarskih objektov in ostalih prostorsko dolo čenih podatkov. 4. CONCLUSIONS Making the river coding system of the European Union was one of the first tasks of European Environmental Agency also (Morris, 1994). The coding system of the Republic of Slovenia is therefore significant. The structure of the watershed coding system enables simple computer programming and direct hydrological modelling. Also combining different levels of the coding system completely tallies with model input structure. The coding system of the Republic of Slovenia represents the basis of contemporary information system for environment protection, environmental data management, data handling and statistical analyses, water management plans and programmes, cadastre of hydraulic structures and other space related data. 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(1996). Temeljni projekt hidrografije - Izdelava šifranta povodij Slovenije (Base hydrographic project – Making of Slovenian watershed coding system). Report of KSH, 65 p. (in Slovenian). Brilly, M., Šraj, M. ( 1998). Digitalna prostorska baza vodnih obmo čij RS - Topologija in atributi GIS (Digital space related base of Slovenian watersheds – Topology and GIS attributes). Report of KSH, 9 p. + CD (in Slovenian). Brilly, M., Rakovec, J., Vrhovec, T., Vidmar, A., Gregori č, G., Šraj, M. (2000). Application of meteorological mesoscale model ALADIN-SI for hydrological forecast, Proceedings of the Twentieth Annual American Geophysical Union Hydrology Days, april 2000, Colorado State University, Fort Collins, Colorado, 8-20. Dodson & Associates (1995). ProHEC1 Plus User's Manual, USA. Morris, D. G. (1994). Report on a study into the state of river and catchment boundary mapping in the EC and the feasibility of producing an EC-wide river and catchment boundary database, National Environmental Research Institute, Silkeborg, Denmark, 184 p. Šraj, M. ( 1995). Hidrološki model reke So če (Hydrological model of the So ča River). Unpublished Diploma Thesis, University of Ljubljana, FGG, 75 p. (in Slovenian). Šraj, M. (2000). Uporaba šifranta padavinskih obmo čij vodotokov Republike Slovenije za pripravo hidroloških modelov (Application of watershed coding system of the Republic of Slovenia for preparation of hydrological models). Unpublished Master’s Thesis, University of Ljubljana, FGG, 109 p. (in Slovenian). Šraj, M. (2001). Watershed coding system of the Republic of Slovenia, Acta hydrotechnica 30(19), 2-24. WMO (1994). Guide to Hydrological practices, No.168, 5 th ed., Geneva, 735 p. Naslov avtorja - Author's Address mag. Mojca ŠRAJ Univerza v Ljubljani – University of Ljubljana Fakulteta za gradbeništvo in geodezijo – Faculty of Civil and Geodetic Engineering Katedra za splošno hidrotehniko – Chair of Hydrology and Hydraulic Engineering Jamova 2, 1000 Ljubljana, Slovenia E-mail: msraj@fgg.uni-lj.si