Quantile-based downscaling of precipitation using genetic programming: Application to IDF curves in Saskatoon

E Hassanzadeh, A Nazemi… - Journal of Hydrologic …, 2014 - ascelibrary.org
Abstract Intensity-duration-frequency (IDF) curves are commonly used in engineering
planning and design. Considering the possible effects of climate change on extreme …

Updating intensity–duration–frequency curves for urban infrastructure design under a changing environment

L Yan, L Xiong, C Jiang, M Zhang… - Wiley Interdisciplinary …, 2021 - Wiley Online Library
The intensity and frequency of extreme precipitation have increased in many regions in the
past century due to climate change. Many studies have revealed that short‐duration extreme …

Mapping extreme rainfall statistics for Canada under climate change using updated intensity-duration-frequency curves

SP Simonovic, A Schardong… - Journal of Water …, 2017 - ascelibrary.org
Climate change is expected to alter the frequency and intensity of extreme rainfall events,
affecting the rainfall intensity-duration-frequency (IDF) curve information used in the design …

Quantification of the climate change-induced variations in Intensity–Duration–Frequency curves in the Canadian Prairies

MS Alam, A Elshorbagy - Journal of Hydrology, 2015 - Elsevier
Summary Intensity–Duration–Frequency (IDF) curves are typically used as a standard
design tool for various engineering applications, such as storm water management systems …

Equidistance quantile matching method for updating IDFCurves under climate change

RK Srivastav, A Schardong, SP Simonovic - Water resources management, 2014 - Springer
Recent increase in intensity and frequency of catastrophic hydrologic events is shown to be
a major threat to the global economy. These major events have been strongly linked to …

Efficient statistical approach to develop intensity-duration-frequency curves for precipitation and runoff under future climate

JB Butcher, T Zi, BR Pickard, SC Job, TE Johnson… - Climatic Change, 2021 - Springer
Ongoing and potential future changes in precipitation will affect water management
infrastructure. Urban drainage systems are particularly vulnerable. Design standards for …

Quantile-based downscaling of rainfall extremes: Notes on methodological functionality, associated uncertainty and application in practice

E Hassanzadeh, A Nazemi, J Adamowski… - Advances in Water …, 2019 - Elsevier
Local characteristics of extreme rainfall quantiles, manifested through Intensity-Duration-
Frequency (IDF) curves, are key to infrastructure design. Due to climate change, rainfall …

Analysis of potential impacts of climate change on intensity–duration–frequency (IDF) relationships for six regions in the United States

J Zhu, MC Stone, W Forsee - Journal of Water and Climate Change, 2012 - iwaponline.com
Potential changes in climate are expected to lead to future changes in the characteristics of
precipitation events, including extreme rainfall intensity in most regions. In order for …

Machine learning for projecting extreme precipitation intensity for short durations in a changing climate

H Hu, BM Ayyub - Geosciences, 2019 - mdpi.com
Climate change is one of the prominent factors that causes an increased severity of extreme
precipitation which, in turn, has a huge impact on drainage systems by means of flooding …

The impact of climate change on rainfall Intensity–Duration–Frequency (IDF) curves in Alabama

G Mirhosseini, P Srivastava, L Stefanova - Regional Environmental …, 2013 - Springer
Abstract Changes in the hydrologic cycle due to increase in greenhouse gases are
projected to cause variations in intensity, duration, and frequency of precipitation events …