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Št. zadetkov: 3
Explainable machine learning for streamflow forecasting
Slobodan Gnjato, Igor Leščešen, Qiuwen Zhou, Marko Djukanović
Izvirni znanstveni članek
Oznake: LSTM;RF;XGBoost;streamflow forecast;Bosna River;river basin management;
As one of the key water systems in Bosnia and Herzegovina, the Bosna River Basin plays a vital role in sustaining agricultural production, industrial development, and water supply for municipalities. Accurate streamflow forecasting is fundamental to optimising wa- ter resource planning. This stud ...
Leto: 2026 Vir: Univerza v Novi Gorici (UNG)
Variability of seasonal and annual precipitation in Slovenia and its correlation with large-scale atmospheric circulation
Dragan Milošević, Stevan Savić, Milana Pantelić, Uglješa Stankov, Igor Žiberna, Dragan Dolinaj, Igor Leščešen
Izvirni znanstveni članek
Oznake: padavine;kroženje zraka;Evropa;Slovenija;ne zaključna dela;precipitation;atmospheric circulation;Europe;Slovenia;
This paper examines temporal and spatial variability and trends of annual and seasonal precipitation in Slovenia and their relationship with three atmospheric circulation patterns represented by their indices: North Atlantic Oscillation index (NAOi), Mediterranean Oscillation index (MOi) and Western ...
Leto: 2016 Vir: Filozofska fakulteta (UM FF)
Regional flood frequency analysis of the Sava river in South-Eastern Europe
Igor Leščešen, Mojca Šraj, Biljana Basarin, Dragoslav Pavić, Minučer Mesaroš, Manfred Mudelsee
Izvirni znanstveni članek
Oznake: časovne serije pretokov;verjetnostna analiza poplav;generalizirana porazdelitev ekstremnih vrednosti;discharge time series;flood risk analysis;generalized extreme value distribution;
Regional flood frequency analysis (RFFA) is a powerful method for interrogating hydrological series since it combines observational time series from several sites within a region to estimate risk-relevant statistical parameters with higher accuracy than from single-site series. Since RFFA extreme va ...
Leto: 2022 Vir: Fakulteta za gradbeništvo in geodezijo (UL FGG)
Št. zadetkov: 3
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