Statistical Analysis and Stochastic Modelling of Hydrological Extremes
Buch in deiner Nähe kaufen
Beschreibung
Hydrological extremes have become a major concern because of their devastating consequences and their increased risk as a result of climate change and the growing concentration of people and infrastructure in high-risk zones. The analysis of hydrological extremes is challenging due to their rarity and small sample size, and the interconnections between different types of extremes and becomes further complicated by the untrustworthy representation of meso-scale processes involved in extreme events by coarse spatial and temporal scale models as well as biased or missing observations due to technical difficulties during extreme conditions. The complexity of analyzing hydrological extremes calls for robust statistical methods for the treatment of such events. This Special Issue is motivated by the need to apply and develop innovative stochastic and statistical approaches to analyze hydrological extremes under current and future climate conditions. The papers of this Special Issue focus on six topics associated with hydrological extremes:
Historical changes in hydrological extremes;
Projected changes in hydrological extremes;
Downscaling of hydrological extremes;
Early warning and forecasting systems for drought and flood;
Interconnections of hydrological extremes;
Applicability of satellite data for hydrological studies.
Autor*in
Hossein Tabari
Themen in »Statistical Analysis and Stochastic Modelling of Hydrological Extremes«
rainfall monsoon high resolution TRMM drought prediction APCC Multi-Model Ensemble seasonal climate forecast machine learning sparse monitoring network Fiji drought analysis ANN model drought indices meteorological drought SIAP