2 papers
physics.geo-ph2024
A machine learning algorithm for predicting naturalized flow duration curves at human influenced sites and multiple catchment scales
Michael J. Friedel, Dave Stewart, Xiao Feng Lu +3
Regional flow duration curves (FDCs) often reflect streamflow influenced by human activities. We propose a new machine learning algorithm to predict naturalized FDCs at human influ…
physics.geo-ph2023
A simple stacked ensemble machine learning model to predict naturalized catchment hydrology and allocation status
Michael J. Friedel, Dave Stewart, Xiao Feng Lu +3
New Zealand legislation requires that Regional Councils set limits for water resource usage to manage the effects of abstractions in over-allocated catchments. We propose a simple…