Projected changes in precipitation and temperature over the Canadian Prairie Provinces using the Generalized Linear Model statistical downscaling approach

ZE Asong, MN Khaliq, HS Wheater - Journal of Hydrology, 2016 - Elsevier
In this study, a multisite multivariate statistical downscaling approach based on the
Generalized Linear Model (GLM) framework is developed to downscale daily observations …

Impact of climate change on urban heat island effect and extreme temperatures: a case‐study

DA Sachindra, AWM Ng… - Quarterly Journal of …, 2016 - Wiley Online Library
This study investigated the impacts of climate change on the urban heat island (UHI) and the
number of very hot (maximum temperature> 35° C) and very cold days (minimum …

Machine learning for downscaling: the use of parallel multiple populations in genetic programming

DA Sachindra, S Kanae - Stochastic Environmental Research and Risk …, 2019 - Springer
In the implementation of traditional GP algorithm as models are evolved in a single deme
(an environment in which a population of models is evolved) it may tend to produce sub …

A spatial temporal downscaling approach to development of IDF relations for Perth airport region in the context of climate change

SM Herath, PR Sarukkalige… - Hydrological Sciences …, 2016 - Taylor & Francis
Downscaling of climate projections is the most adapted method to assess the impacts of
climate change at regional and local scales. This study utilized both spatial and temporal …

Statistical downscaling of general circulation model outputs to precipitation accounting for non-stationarities in predictor-predictand relationships

DA Sachindra, BJC Perera - PloS one, 2016 - journals.plos.org
This paper presents a novel approach to incorporate the non-stationarities characterised in
the GCM outputs, into the Predictor-Predictand Relationships (PPRs) in statistical …

IDF curves for future climate scenarios in a locality of the Tapajós Basin, Amazon, Brazil

CEA de Souza Costa, CJC Blanco… - Journal of Water and …, 2020 - iwaponline.com
Abstract Changes in the global climate are attributed to the levels of greenhouse gases.
Thus, future scenarios (Representative Concentration Pathways–RCPs) have been …

[HTML][HTML] Predictability of US regional extreme precipitation occurrence based on large-scale meteorological patterns (LSMPs)

X Gao, S Mathur - Journal of Climate, 2021 - journals.ametsoc.org
Predictability of US Regional Extreme Precipitation Occurrence Based on Large-Scale
Meteorological Patterns (LSMPs) in: Journal of Climate Volume 34 Issue 17 (2021) Jump to …

Dynamically-downscaled temperature and precipitation changes over Saskatchewan using the PRECIS model

X Zhou, G Huang, X Wang, G Cheng - Climate Dynamics, 2018 - Springer
In this study, dynamically-downscaled temperature and precipitation changes over
Saskatchewan are developed through the Providing Regional Climates for Impacts Studies …

Port and inland waterway design and operation in the face of climate change uncertainty

J Brooke, J Giovando, TA Dahl… - Proceedings of the …, 2024 - icevirtuallibrary.com
Climate change is a key business risk for ports and inland waterways and, therefore, a key
consideration for the design and operation of this infrastructure. While risk and vulnerability …

Impacts of climate change on spatial drought distribution in the Mediterranean Basin (Turkey): different climate models and downscaling methods

ZI Erkol, SN Yesilyurt, HY Dalkilic - Theoretical and Applied Climatology, 2024 - Springer
The impacts of climate change increasingly show themselves in many forms in our everyday
lives such as heatwaves and droughts. Drought is one of the critical events today for …