基本信息
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职业迁徙
个人简介
Research area keywords
Hydrolological resiliencegroundwater hydrologyTime series analysisGeostatisticsEnvironmental managementEnvironmental modelling
Research interests
I focus on detecting long-term change in catchment hydrological processes and drivers early enough so that society can act. Central to this is understanding when and where catchments do and do not recovery from disturbances, such as droughts or land cover change. To achieve these insights, I generally use numerical models to frame the questions and statistical analysis of long-term observation data to answer the questions - an approach with provides insights and requires few assumptions.
All of my research is focused on social-outcomes and I strive to place my research within Pasteur's quadrant; that is, advancing both fundamental understanding and applied outcomes. To achieve this, I work closely with state and federal governments and engineering consultancies and in collaboration with them I have developed the following industry-adopted open-source packages:
HydroSight is a highly flexible statistical package (with a graphical interface) for deriving quantitative insights value from groundwater monitoring data. HydroSight has been adopted by the Bureau of Meteorology and state government agencies and many consultants and has been downloaded >765 times from many countries.
HydroMap is a powerful R package for kriging interpolation of sparse groundwater level observations - that is, groundwater potentiometry. HydroMap has been adopted by the Bureau of Meteorology for the National Water Accounts.
AWAPer is an R package for the efficient extraction of daily catchment average precipitation, Tmin, Tmax, vapour pressure, solar radiation and estimation of areal potential evaporation anywhere within Australia.
Catchment Resilience Model is hillslope Boussinesq semi-distributed hydrological model for quantitively understanding hydrological positive feedbacks, resilience and attractors.
Currently, I am developing time-series statistical approaches for understanding when and where rainfall runoff has not recovered from droughts. This project is heavily supported by the Victorian Department of Environment, Land, Water and Planning (DELWP), and get some insights into this work see my presentation at the DELWP Science Day.
研究兴趣
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Raoul Alexander Collenteur,Ezra Haaf,Mark Bakker,Tanja Liesch,Andreas Wunsch, Jenny Soonthornrangsan,Jeremy White,Nick Martin,Rui Hugman,Michael Fienen, Ed de Sousa, Didier Vanden Berghe,
crossref(2024)
crossref(2023)
WATER RESOURCES RESEARCHno. 5 (2023)
Scientific Reportsno. 1 (2023): 1-18
HYDROLOGICAL PROCESSESno. 6 (2023)
WATER RESOURCES RESEARCHno. 11 (2023)
crossref(2022)
Water Resources Researchno. 8 (2022)
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