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Research
Latest papers
A review of machine learning applications in the prediction of selected groundwater quality parameters: Key lessons, knowledge gaps, and future directions.
The Science of the total environment · 2026
Machine learning models for prediction of nutrient concentrations in surface water in an agricultural watershed.
Journal of environmental management · 2024
Application of classification machine learning algorithms for characterizing nutrient transport in a clay plain agricultural watershed.
Journal of environmental management · 2023
Latest funding
- $199,790
Exploring how nature-based solutions can contribute to alleviate climate change impacts on watershed hydrology
NSERC · 2023 · Co-investigator
- $186,000
Response and resiliency of rivers and streams to natural and anthropogenic stressors
NSERC · 2020 · Principal investigator
- $210,000
Lot-level practices to control urban flood risk and mitigate basement flooding in Canada
NSERC · 2016 · Principal investigator
5 publications.
A review of machine learning applications in the prediction of selected groundwater quality parameters: Key lessons, knowledge gaps, and future directions.
Elsayed A, Levison J, Binns A, Larocque M, Goel P
Machine learning models for prediction of nutrient concentrations in surface water in an agricultural watershed.
Elsayed A, Rixon S, Levison J, Binns A, Goel P
Application of classification machine learning algorithms for characterizing nutrient transport in a clay plain agricultural watershed.
Elsayed A, Rixon S, Levison J, Binns A, Goel P
Investigating relationships between climate controls and nutrient flux in surface waters, sediments, and subsurface pathways in an agricultural clay catchment of the Great Lakes Basin.
May H, Rixon S, Gardner S, Goel P, Levison J, Binns A
Spatiotemporal variations of nitrogen and phosphorus in a clay plain hydrological system in the Great Lakes Basin.
Rixon S, Levison J, Binns A, Persaud E
Exploring how nature-based solutions can contribute to alleviate climate change impacts on watershed hydrology
Principal investigators: Levison, Jana JK
Keywords: climate change; data driven modeling; field work; geomorphology; hydrogeology; hydrology; nature based solutions; numerical modeling; water quality; water quantity
Response and resiliency of rivers and streams to natural and anthropogenic stressors
Principal investigators: Binns, Andrew
Keywords: rivers and streams; fluvial processes; river morphodynamics; erosion and sedimentation; sediment transport; river engineering; stream restoration; river hydraulics; fluvial geomorphology; open channel hydraulics
Lot-level practices to control urban flood risk and mitigate basement flooding in Canada
Principal investigators: Binns, Andrew
Morphodynamic response of alluvial rivers to changes in flow
Principal investigators: Binns, Andrew
NSERC Canadian Floodnet
Principal investigators: Coulibaly, Paulin
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
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