The aim of the presented doctoral thesis is the development of components for an operational flood forecasting system. Two methods to determine the rainfall-runoff relationship were applied in a case study in a small Alpine catchment: (i) Application of the raster-based hydrological model WaSiM-ETH. This model is based on the conceptual TOPMODEL- approach. Model parameters were determined by an inverse modelling algorithm; (ii) Application of artificial neural networks for a short-term runoff prediction. The study area was the catchment of the Zieplbach torrent in the Community of Westendorf, Tyrol, Austria. Discharge and precipitation measurements of this 1 km² catchment were available for the period from July 2000 until July 2003. This book is suited for hydrologists and hydraulic engineers using hydrological models or with an interest in data-driven approaches.
Rainfall-Runoff Modelling in Small and Medium-sized Alpine Catchments
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Description
The aim of the presented doctoral thesis is the development of components for an operational flood forecasting system. Two methods to determine the rainfall-runoff relationship were applied in a case study in a small Alpine catchment: (i) Application of the raster-based hydrological model WaSiM-ETH. This model is based on the conceptual TOPMODEL- approach. Model parameters were determined by an inverse modelling algorithm; (ii) Application of artificial neural networks for a short-term runoff prediction. The study area was the catchment of the Zieplbach torrent in the Community of Westendorf, Tyrol, Austria. Discharge and precipitation measurements of this 1 km² catchment were available for the period from July 2000 until July 2003. This book is suited for hydrologists and hydraulic engineers using hydrological models or with an interest in data-driven approaches.
Rainfall-Runoff Modelling: The Primer, Second Edition is the follow-up of this popular and authoritative text, first published in 2001. The book provides both a primer for the novice and...
The rainfall runoff model is one of the most frequently used events in hydrology. It determines the runoff signal which leaves the watershed from the rainfall signal received by the basin. The...
The key highlights of the book include an innovative rainfall classification methodology based on stormwater quality to support the planning and design of stormwater treatment systems. Additionally,...
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