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Browsing by Author "C. Campos, Luiza"
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Comprehensive Flood Early Warning Systems: From Modelling to Policy Making Perspectives
Behzadian, Kourosh; Piadeh, Farzad; Razavi, Saman; C. Campos, Luiza; Gheibi, Mohamad; S. Chen, Albert (2024-04-19)Todays, early warning systems are widely applied in real-time flood forecasting operations as valuable non-structural tools for mitigating the impacts of floods [1]. Although many research works have perfectly could review ... -
A critical review of digital technology innovations for early warning of water-related disease outbreaks associated with climatic hazards
Girotto, Cristiane; Piadeh, Farzad; Bakhtiari, Vahid; Behzadian, Kourosh; S. Chen, Albert; C. Campos, Luiza; Zolgharni, Massoud (2024-01-01)Water-related climatic disasters pose a significant threat to human health due to the potential of disease outbreaks, which are exacerbated by climate change. Therefore, it is crucial to predict their occurrence with ... -
Enhancing Urban Flood Forecasting in Drainage Systems Using Dynamic Ensemble-based Data Mining
Piadeh, Farzad; Behzadian, Kourosh; S. Chen, Albert; Kapelan, Zoran; P. Rizzuto, Joseph; C. Campos, Luiza (2023-12-01)This study presents a novel approach for urban flood forecasting in drainage systems using a dynamic ensemble-based data mining model which has yet to be utilised properly in this context. The proposed method incorporates ... -
Machine learning models for stream-level predictions using readings from satellite and ground gauging stations
Girotto, Cristiane; Piadeh, Farzad; Behzadian, Kourosh; Zolgharni, Massoud; C. Campos, Luiza; S. Chen, Albert (2024-04-19)While the accuracy of flood predictions is likely to improve with increasing gauging station networks and robust radar coverage, challenges arise when such sources are spatially limited [1]. For instance, severe rainfall ... -
Optimising oceanic rainfall estimates for increased lead time of stream level forecasting: A case study of GPM IMERG estimates application in the UK
Girotto, Cristiane; Piadeh, Farzad; Behzadian, Kourosh; Zolgharni, Massoud; C. Campos, Luiza; S. Chen, Albert (2024-04-19)Among the three main rainfall data sources (rain gauge stations, rainfall radar stations and weather satellites), satellites are often the most appropriate for longer lead times in real-time flood forecasting [1]. This is ... -
Real-time operation of municipal anaerobic digestion using an ensemble data mining framework
Piadeh, Farzad; Offie, Ikechukwu; Behzadian, Kourosh; Bywater, Angela; C. Campos, Luiza (2023-11-13)This study presents a novel approach for real-time operation of anaerobic digestion using an ensemble decision-making framework composed of weak learner data mining models. The framework utilises simple but practical ...