PhD in Landscape Water Management

2020–2024

Focused on hydrology and climate change research.

Brno University of Technology Supervisor: doc. Ing. Daniel Marton, Ph.D. Hydrology and Climatology Water management with a focus on hydrology and climatology.
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Thesis
Title (EN)
Modelling Catchment Runoff Under the Conditions of Climate Change
Title (CZ)
Modelování srážko-odtokových procesů pod vlivem klimatických změn
Open thesis
Abstract

Climate change is having a negative impact on the water balance and water cycle in the landscape. A detailed understanding of the hydrological patterns in the catchments will help to better adapt to the ongoing change. Well-developed hydrological models are one of the tools for estimating future runoff from a catchment. This dissertation focuses on the development of water balance model in a daily computation time step for the analysis of hydrological processes. The model is applied, tested, and evaluated using a developed assessment system on a set of 30 selected catchments ranging in size from 11&nbsp;km<sup>2</sup> to 4,038&nbsp;km<sup>2</sup> . The results demonstrate an overall excellent quality of simulation and accurate modelling of individual water balance components. Furthermore, climate scenarios are applied to assess the impact of climate change on temperature, precipitation, flow, and the number of snow days. Future climate development analysis was conducted in catchments above the Vranov and Vír reservoirs, where an increase in temperature and precipitation were observed in both cases. Little change was found in the long-term average flow. Significant changes were observed in flow redistribution throughout the year, with an increase in the winter period and a pronounced decrease in the summer and early autumn. Due to rising temperatures, a significant long-term declining trend in the annual number of snow days was recorded in both catchments. The developed model thus confirmed that tools of this type are needed for determining adaptation strategies by generating good hydrological inputs.

Main Research Goals

The dissertation aimed to analyze the impact of climate change on hydrological processes and to develop a robust water balance model.

The primary objectives included developing a daily water balance model for predicting runoff, analyzing changes in runoff patterns caused by climate change, and evaluating the impact of temperature and precipitation changes on hydrological cycles. These objectives were critical to understanding and mitigating the effects of climate change on water resources in the studied regions.
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Model development and climate projections

The research utilized hydrological modelling techniques and climate scenario analysis to assess the changes in rainfall-runoff process

A daily lumped water balance model was developed and tested on 30 catchments. Its simplicity stands in low demand on input data. Trends of climate projections were assessed using Mann-Kendall and Sen's slope methods.
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Climate projections follow Socioeconomical Pathways (SSP) scenarios

Future climate scenarios were used to assess the impact of temperature and precipitation changes on runoff patterns and water resources.

The analysis included four SSP scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0 and SSP5-8.5) combined with 13 global climate models to create an ensemble of possible future. Bias correction using linear and variance scaling was applied for temperature and local intensity scaling with power transforamtion for precipitation.
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Hydrological and climatological modelling

The developed model provided valuable insights into the redistribution of water resources under climate change scenarios.

Climate projections showed stable annual flows but marked intra-annual variability. Especially a significant seasonal redistribution of runoff, with increased winter flows and reduced late summer flows in catchments above reservoirs Vranov, Vír, Dalešice and Vlachovice. Long-term decline in snow cover days was observed for all scenarios due to rising temperature.
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How can the results be used

The results provide essential insights for adapting water resource management strategies to changing climatic conditions.

The changing climate in cathments above reservoirs stress the water availability for water supply. Thus, adapting reservoir management to such changes is crucial. Especially to account for seasonal redistribution of runoff. Incorporating projected changes in snow cover into water resource planning will affects the winter manipulation regime of the reserovir.
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