Rory Nathan

A rapid flood inundation modelling framework using deep learning with spatial reduction and reconstruction

Y Zhou, W Wu, R Nathan, QJ Wang

Journal article  |  2021  |  Environmental Modelling and Software

Traditional approaches to inundation modelling are computationally intensive and thus not well suited to assessing the uncertainty..

Disaggregated monthly hydrological models can outperform daily models in providing daily flow statistics and extrapolate well to a drying climate

Andrew John, Keirnan Fowler, Rory Nathan, Avril Horne, Michael Stewardson

Journal article  |  2021  |  JOURNAL OF HYDROLOGY

Daily timescale hydrological information is important for many purposes such as flood estimation, predicting the consequences of c..

Baseflow and transmission loss: A review

Thomas A McMahon, Rory J Nathan

Journal article  |  2021  |  WILEY INTERDISCIPLINARY REVIEWS-WATER

There is an extensive literature dealing with the interaction between groundwater and surface water, and this includes major revie..

Incorporating climate change in flood estimation guidance

Conrad Wasko, Seth Westra, Rory Nathan, Harriet G Orr, Gabriele Villarini, Roberto Villalobos Herrera, Hayley J Fowler

Journal article  |  2021  |  PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Research into potential implications of climate change on flood hazard has made significant progress over the past decade, yet eff..

Implications of event-based loss model structure on simulating large floods

Declan O'Shea, Rory Nathan, Conrad Wasko, Peter Hill

Journal article  |  2021  |  JOURNAL OF HYDROLOGY

Event-based rainfall-runoff models used for design flood estimation and operational flood forecasting commonly represent losses (t..

Towards an ensemble-based short-term flood forecasting using an event-based flood model-incorporating catchment-average estimates of soil moisture

Katayoon Bahramian, Rory Nathan, Andrew W Western, Dongryeol Ryu

Journal article  |  2021  |  JOURNAL OF HYDROLOGY

Artificial neural network based hybrid modeling approach for flood inundation modeling

Shuai Xie, Wenyan Wu, Sebastian Mooser, QJ Wang, Rory Nathan, Yuefei Huang

Journal article  |  2021  |  JOURNAL OF HYDROLOGY

Flood inundation models are important tools in flood management. Commonly used flood inundation models, such as hydrodynamic or si..

Can riparian eucalypts be used for hydroclimatic reconstruction? The case for Eucalyptus coolabah to define palaeo-flood events

J Gillen, JF Costelloe, KJ Allen, SJ Fallon, MC Peel, M Stewardson, R Nathan

Journal article  |  2021  |  Journal of Arid Environments

In the Australian semi-arid–arid zone, hydrological records are typically only 40–60 years long, prohibiting an understanding of l..

Climate change and freshwater ecology: Hydrological and ecological methods of comparable complexity are needed to predict risk

Andrew John, Avril Horne, Rory Nathan, Michael Stewardson, J Angus Webb, Jun Wang, N LeRoy Poff

Journal article  |  2020  |  WILEY INTERDISCIPLINARY REVIEWS-CLIMATE CHANGE

Many freshwater ecosystems are in decline because of anthropogenic disturbance including climate change, yet our understanding of ..

Resolving Inconsistencies in Extreme Precipitation-Temperature Sensitivities

JB Visser, C Wasko, A Sharma, R Nathan

Journal article  |  2020  |  GEOPHYSICAL RESEARCH LETTERS

Extreme precipitation events are intensifying with increasing temperatures. However, observed extreme precipitation-temperature se..