Simulation of future climate scenarios with a weather generator

S Fatichi, VY Ivanov, E Caporali - Advances in Water resources, 2011 - Elsevier
Numerous studies across multiple disciplines search for insights on the effects of climate
change at local spatial scales and at fine time resolutions. This study presents an overall …

RainSim: A spatial–temporal stochastic rainfall modelling system

A Burton, CG Kilsby, HJ Fowler… - … Modelling & Software, 2008 - Elsevier
RainSim V3 is a robust and well tested stochastic rainfall field generator used successfully in
a broad range of climates and end-user applications. Rainfall fields or multi-site time series …

A stochastic model for high‐resolution space‐time precipitation simulation

A Paschalis, P Molnar, S Fatichi… - Water Resources …, 2013 - Wiley Online Library
High‐resolution space‐time stochastic models for precipitation are crucial for hydrological
applications related to flood risk and water resources management. In this study, we present …

High-resolution distributed analysis of climate and anthropogenic changes on the hydrology of an Alpine catchment

S Fatichi, S Rimkus, P Burlando, R Bordoy, P Molnar - Journal of Hydrology, 2015 - Elsevier
A fully distributed hydrological analysis at scales significant for water management for
present-day, and projected future climate conditions is presented for a catchment in the Alps …

Does internal climate variability overwhelm climate change signals in streamflow? The upper Po and Rhone basin case studies

S Fatichi, S Rimkus, P Burlando, R Bordoy - Science of the Total …, 2014 - Elsevier
Projections of climate change effects in streamflow are increasingly required to plan water
management strategies. These projections are however largely uncertain due to the spread …

A space-time hybrid hourly rainfall model for derived flood frequency analysis

U Haberlandt… - Hydrology and Earth …, 2008 - hess.copernicus.org
For derived flood frequency analysis based on hydrological modelling long continuous
precipitation time series with high temporal resolution are needed. Often, the observation …

[HTML][HTML] Simulating daily rainfall fields over large areas for collective risk estimation

F Serinaldi, CG Kilsby - Journal of Hydrology, 2014 - Elsevier
Large scale rainfall models are needed for collective risk estimation in flood insurance,
infrastructure networks and water resource management applications. There is a lack of …

Subdaily rainfall estimation through daily rainfall downscaling using random forests in Spain

J Diez-Sierra, M del Jesus - Water, 2019 - mdpi.com
Subdaily rainfall data, though essential for applications in many fields, is not as readily
available as daily rainfall data. In this work, regression approaches that use atmospheric …

A stochastic model for the spatial‐temporal simulation of nonhomogeneous rainfall occurrence and amounts

A Burton, HJ Fowler, CG Kilsby… - Water Resources …, 2010 - Wiley Online Library
The nonhomogeneous spatial activation of raincells (NSAR) model is presented which
provides a continuous spatial‐temporal stochastic simulation of rainfall exhibiting spatial …

Comprehensive evaluation of an improved large‐scale multi‐site weather generator for Germany

VD Nguyen, B Merz, Y Hundecha… - International Journal …, 2021 - e-docs.geo-leo.de
In this work, we present a comprehensive evaluation of a stochastic multi‐site, multi‐variate
weather generator at the scale of entire Germany and parts of the neighbouring countries …