Julien Lerat

Commonwealth Scientific and Industrial Research Organisation — Australia

Environmental Science · Physical Sciences

26h-index2.7kcitations116works5.92yr avg
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Research Topics

Hydrology and Watershed Management Studies(91), Flood Risk Assessment and Management(51), Hydrology and Drought Analysis(33), Hydrological Forecasting Using AI(28), Hydrology and Sediment Transport Processes(13)

Publications116 total

Streamflow elasticity as a function of aridity
2025Open Access
Time shift between precipitation and evaporation has more impact on annual streamflow variability than the elasticity of potential evaporation
Hydrology and earth system sciences·2025· 1 citedOpen Access
How February 2022 redefines extreme floods in Australia
Communications Earth & Environment·2025· 4 citedOpen Access
Technical note: Quadratic Solution of the Approximate Reservoir Equation (QuaSoARe)
Hydrology and earth system sciences·2025Open Access
A coupled eco-hydrological model to simulate vegetation condition from soil moisture deficit in a data-scarce semi-arid wetland
Ecological Modelling·2025Open Access
Streamflow elasticity vs aridity – a large sample elasticity study
2025Open Access
Assessment of Flood Risk Predictions Based on Continental-Scale Hydrological Forecast
Water·2025· 3 citedOpen Access
How does the time shift between precipitation and evaporation affect annual streamflow variability? A large sample elasticity study
2025Open Access
Flood frequency analysis combining observed streamflows with simulations from a continental hydrological model
SSRN Electronic Journal·2025Open Access
When the impossible happens: how February 2022 event redefines extreme floods in Australia
2024Open Access
Technical note: Quadratic solution of the approximate reservoir equation (QuaSoARe)
2024· 1 citedOpen Access
Data Assimilation Informed Model Structure Improvement (DAISI) for Robust Prediction Under Climate Change: Application to 201 Catchments in Southeastern Australia
Water Resources Research·2024· 9 citedOpen Access
The IAHS Science for Solutions decade, with Hydrology Engaging Local People IN one Global world (HELPING)
Hydrological Sciences Journal·2024· 38 citedOpen Access
Deep learning for monthly rainfall–runoff modelling: a large-sample comparison with conceptual models across Australia
Hydrology and earth system sciences·2024· 31 citedOpen Access
Data Assimilation Informed model Structure Improvement (DAISI) to improve prediction under climate change
2024Open Access
Assessing the contribution of hydrologic and climatic factors on vegetation condition changes in semi-arid wetlands: An analysis for the Narran Lakes
Ecological Modelling·2023· 7 citedOpen Access
Data Assimilation Informed model Structure Improvement (DAISI) for robust prediction under climate change: Application to 201 catchments in southeastern Australia
2023Open Access
Improving the statistical reliability of river model predictions via simple state adjustments
Environmental Modelling & Software·2023· 3 citedOpen Access
Deep learning for monthly rainfall-runoff modelling: a comparison with classical rainfall-runoff modelling across Australia
2023· 5 citedOpen Access
Monthly time series of rainfall, potential evapotranspiration and streamflow for 201 catchments in South-East Australia
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
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Frequent Co-authors

Vazken Andréassian(17), Charles Perrin(13), Jai Vaze(12), Mark Thyer(7), Dmitri Kavetski(7), Ludovic Oudin(6), Thibault Mathevet(6), Nicolás Le Moine(6), C. Loumagne(6), David McInerney(6), Lionel Berthet(5), Dushmanta Dutta(5), George Kuczera(5), Jean‐Michel Perraud(5), Laurent Coron(4), Jin Teng(4), Shaun Kim(4), Ang Yang(4), Maria‐Helena Ramos(3), Pierre Ribstein(3)