Australasia
Observed changes and impacts Ongoing climate trends have exacerbated many extreme
events (very high confidence). The Australian trends include further warming and sea level …
events (very high confidence). The Australian trends include further warming and sea level …
Selecting CMIP6 GCMs for CORDEX dynamical downscaling: Model performance, independence, and climate change signals
Global climate models (GCMs) are essential for investigating climate change, but their
coarse scale limits their efficacy for climate adaptation planning at the regional scales where …
coarse scale limits their efficacy for climate adaptation planning at the regional scales where …
Enhancing Regional Climate Downscaling through Advances in Machine Learning
Despite the sophistication of global climate models (GCMs), their coarse spatial resolution
limits their ability to resolve important aspects of climate variability and change at the local …
limits their ability to resolve important aspects of climate variability and change at the local …
[HTML][HTML] Changes in solar resource intermittency and reliability under Australia's future warmer climate
The dependency of photovoltaic (PV) power generation on meteorological parameters can
impact power production due to weather-induced variability. During the day, fluctuations in …
impact power production due to weather-induced variability. During the day, fluctuations in …
[HTML][HTML] An evaluation framework for downscaling and bias correction in climate change impact studies
Climate change impact studies commonly use impact models (such as hydrological or crop
models) forced with corrected climate input data from global climate models. A range of …
models) forced with corrected climate input data from global climate models. A range of …
Impacts of climate change on the streamflow of a large river basin in the Australian tropics using optimally selected climate model outputs
M Usman, CE Ndehedehe, H Farah… - Journal of Cleaner …, 2021 - Elsevier
Climate change affects natural systems, leading to increased acceleration of global water
cycle and substantial impacts on the productivity of tropical rivers and the several ecosystem …
cycle and substantial impacts on the productivity of tropical rivers and the several ecosystem …
A new spatially distributed added value index for regional climate models: the EURO-CORDEX and the CORDEX-CORE highest resolution ensembles
The added value of using regional climate models (RCMs) to downscale data from general
circulation models (GCMs) has often been questioned and researched. Although several …
circulation models (GCMs) has often been questioned and researched. Although several …
Comparison of a novel machine learning approach with dynamical downscaling for Australian precipitation
Dynamical downscaling (DD), and machine learning (ML) based techniques have been
widely applied to downscale global climate models and reanalyses to a finer spatiotemporal …
widely applied to downscale global climate models and reanalyses to a finer spatiotemporal …
Dynamical downscaling CMIP6 models over New Zealand: Added value of climatology and extremes
Dynamical downscaling provides physics-based high-resolution climate change projections
across regional and local scales. This is particularly important for island nations …
across regional and local scales. This is particularly important for island nations …
Evaluation of Dynamically Downscaled CMIP6‐CCAM Models Over Australia
High‐resolution climate change projections are increasingly necessary to inform climate
policy and adaptation planning. Downscaling of global climate models (GCMs) is required to …
policy and adaptation planning. Downscaling of global climate models (GCMs) is required to …