Reprint

Advances in Modelling of Rainfall Fields

Edited by
December 2022
228 pages
  • ISBN978-3-0365-5747-2 (Hardback)
  • ISBN978-3-0365-5748-9 (PDF)

This book is a reprint of the Special Issue Advances in Modelling of Rainfall Fields that was published in

Engineering
Environmental & Earth Sciences
Summary

Rainfall is the main input for all hydrological models, such as rainfall–runoff models and the forecasting of landslides triggered by precipitation, with its comprehension being clearly essential for effective water resource management as well. The need to improve the modeling of rainfall fields constitutes a key aspect both for efficiently realizing early warning systems and for carrying out analyses of future scenarios related to occurrences and magnitudes for all induced phenomena. The aim of this Special Issue was hence to provide a collection of innovative contributions for rainfall modeling, focusing on hydrological scales and a context of climate changes.

We believe that the contribution from the latest research outcomes presented in this Special Issue can shed novel insights on the comprehension of the hydrological cycle and all the phenomena that are a direct consequence of rainfall. Moreover, all these proposed papers can clearly constitute a valid base of knowledge for improving specific key aspects of rainfall modeling, mainly concerning climate change and how it induces modifications in properties such as magnitude, frequency, duration, and the spatial extension of different types of rainfall fields. The goal should also consider providing useful tools to practitioners for quantifying important design metrics in transient hydrological contexts (quantiles of assigned frequency, hazard functions, intensity–duration–frequency curves, etc.).

Format
  • Hardback
License
© 2022 by the authors; CC BY-NC-ND license
Keywords
MERRA-2; Nepal; precipitation; rain-gauge; reanalysis datasets; sensitivity analysis; rainfall–runoff model; parameters model; hydrologic statistics; flood design; extreme rainfall intensity time series; rainfall; rainstorm events; inter-event time; intra-storm patterns; fuzzy clustering; clustering analysis; clustering tendency; Greece; hydrologic model; remote sensing; HEC-HMS; Al-Adhaim River; rainfall/runoff; rainfall generator; stochastic processes; STORAGE; VBA macros in Excel; stormwater runoff; decentralized and onsite infiltration facilities; climate change; distributed hydrological model; rainfall time series; DDF curves; SCS-CN method; peak discharge; satellite; product; precipitation; rain gauge; evaluation; downscaling; rainfall-runoff; HEC-HMS; HEC-RAS; random forest; flood; forecast; deep convective systems; extreme rainfall; flash floods; n/a