Precipitation downscaling under climate change: Recent developments to bridge the gap between dynamical models and the end user
Precipitation downscaling improves the coarse resolution and poor representation of
precipitation in global climate models and helps end users to assess the likely hydrological …
precipitation in global climate models and helps end users to assess the likely hydrological …
[图书][B] An introduction to statistical modeling of extreme values
S Coles, J Bawa, L Trenner, P Dorazio - 2001 - Springer
Extreme value theory is unique as a statistical discipline in that it develops techniques and
models for describing the unusual rather than the usual. As an abstract study of random …
models for describing the unusual rather than the usual. As an abstract study of random …
[HTML][HTML] High risk of unprecedented UK rainfall in the current climate
In winter 2013/14 a succession of storms hit the UK leading to record rainfall and flooding in
many regions including south east England. In the Thames river valley there was …
many regions including south east England. In the Thames river valley there was …
The value of high-resolution Met Office regional climate models in the simulation of multihourly precipitation extremes
Extreme value theory is used as a diagnostic for two high-resolution (12-km parameterized
convection and 1.5-km explicit convection) Met Office regional climate model (RCM) …
convection and 1.5-km explicit convection) Met Office regional climate model (RCM) …
Does increasing the spatial resolution of a regional climate model improve the simulated daily precipitation?
Abstract Three different resolution (50, 12, and 1.5 km) regional climate model simulations
are compared in terms of their ability to simulate moderate and high daily precipitation …
are compared in terms of their ability to simulate moderate and high daily precipitation …
Modeling hydrologic and water quality extremes in a changing climate: A statistical approach based on extreme value theory
E Towler, B Rajagopalan, E Gilleland… - Water Resources …, 2010 - Wiley Online Library
Although information about climate change and its implications is becoming increasingly
available to water utility managers, additional tools are needed to translate this information …
available to water utility managers, additional tools are needed to translate this information …
Characterisation of extreme winter precipitation in Mediterranean coastal sites and associated anomalous atmospheric circulation patterns
We present an analysis of daily extreme precipitation events for the extended winter season
(October–March) at 20 Mediterranean coastal sites covering the period 1950–2006. The …
(October–March) at 20 Mediterranean coastal sites covering the period 1950–2006. The …
[HTML][HTML] Quality‐control of an hourly rainfall dataset and climatology of extremes for the UK
Sub‐daily rainfall extremes may be associated with flash flooding, particularly in urban
areas but, compared with extremes on daily timescales, have been relatively little studied in …
areas but, compared with extremes on daily timescales, have been relatively little studied in …
Modelling time series extremes
V Chavez-Demoulin, AC Davison - REVSTAT-Statistical Journal, 2012 - infoscience.epfl.ch
MODELLING TIME SERIES EXTREMES Page 1 REVSTAT – Statistical Journal Volume 10,
Number 1, March 2012, 109–133 MODELLING TIME SERIES EXTREMES Authors: V …
Number 1, March 2012, 109–133 MODELLING TIME SERIES EXTREMES Authors: V …
Statistical downscaling of temperature with the random forest model
The issues with downscaling the outputs of a global climate model (GCM) to a regional scale
that are appropriate to hydrological impact studies are investigated using the random forest …
that are appropriate to hydrological impact studies are investigated using the random forest …