![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Andreas-Efstratiadis/publication/351357353/figure/fig2/AS:1020371692183564@1620286977654/Flow-chart-of-the-general-flood-inundation-modeling-approach-Flow-chart-of-the-general_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/277018343/figure/fig5/AS:391998403039242@1470471110701/Figure-Empirical-CDFs-of-best-NSE-values-for-FE-500-left-and-FE-1000-right_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Andreas-Efstratiadis/publication/351357353/figure/fig5/AS:1020371696373761@1620286978102/Box-and-whisker-plots-based-on-the-total-flooded-area-km-2-for-all-examined_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
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![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/322525563/figure/fig1/AS:669354836389891@1536598037152/Comparison-of-theoretical-and-simulated-cumulative-density-function-CDF-of-A-season-2_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/328753741/figure/fig4/AS:715357484498947@1547565923275/Comparison-between-theoretical-and-simulated-CDFs-using-the-Weibulls-plotting-position_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Andreas-Efstratiadis/publication/351357353/figure/fig3/AS:1020371692171270@1620286977779/Example-of-ground-survey-of-bridge-bridge-number-224-at-Drosero-A-Topographical_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/281489534/figure/fig3/AS:669109008232456@1536539427610/Attainment-surface-for-NSGAII-and-ParEGO-for-scenarios-1-a-and-2-c-using-historical_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/325726134/figure/fig3/AS:636886234193920@1528856919984/figure-fig3_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/332939474/figure/fig4/AS:779876030222336@1562948343102/Rainfall-runoff-series-a-b-Historical-annual-time-series-c-d-Empirical-simulated_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/332939474/figure/fig1/AS:779876030230528@1562948343000/Case-A-Zero-inflated-marginal-distributions-Simulated-realization-of-process-a-i-i_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/277018343/figure/fig4/AS:391998403039241@1470471110617/Figure-Convergence-curves-for-FE-500-left-and-FE-1000-right_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/322525563/figure/tbl1/AS:613913364267018@1523379760798/Theoretical-distributions-and-parameters-of-each-season-of-the-artificial-time-series_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/322033015/figure/fig1/AS:583396621131776@1516104001115/Hypothetical-example-of-mapping-two-correlated-variables-where-the-target-and-equivalent_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/322033015/figure/fig5/AS:631625712934913@1527602713018/Comparison-of-monthly-mean-values-of-historical-and-synthetic-data_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/325726134/figure/fig1/AS:636886234169350@1528856919837/Scatter-plots-depicting-the-simulated-using-the-CMAR1-model-with-III-white-noise-for_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/322033015/figure/fig3/AS:631625708761132@1527602712903/Comparison-between-simulated-flow-data-10-9-m-3-through-PAR-PIII-and-SPARTA-PIII_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/277141854/figure/fig1/AS:391885714673664@1470444243188/Demonstration-of-a-randomly-selected-simplex-and-the-modified-surrogate-enhanced_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/322033015/figure/fig2/AS:631625696157760@1527602709657/Comparison-of-key-statistics-m-s-C-s-and-r-1-between-historical-and-simulated-flow_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/328753741/figure/fig3/AS:715357484507137@1547565923096/Graphical-illustration-of-the-relationship-between-the-required-skewness-coefficient-i_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/322033015/figure/fig4/AS:631625708748834@1527602712966/Comparison-between-simulated-SPARTA-and-theoretical-cumulative-distribution-functions_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/325726134/figure/fig4/AS:636886238388224@1528856920028/figure-fig4_Q320.jpg)
Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering
![Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering Ioannis TSOUKALAS | Postdoctoral Researcher | Doctor of Philosophy | National Technical University of Athens, Athens | NTUA | Department of Water Resources and Environmental Engineering](https://www.researchgate.net/profile/Ioannis-Tsoukalas-3/publication/281489534/figure/fig4/AS:669109008232464@1536539427818/Pareto-fronts-of-scenarios-1-and-2-for-objective-sets-A-a-and-B-c-Energy-duration_Q320.jpg)