2 papers
physics.geo-ph2026
Comparison of generative algorithms for conceptual groundwater modeling of coastal volcanic aquifer features with disparate, sparse and extremely imbalanced data
Michael J. Friedel
In coastal volcanic aquifers, the reliability of freshwater seawater-exchange simulations are governed by accuracy of the conceptual groundwater model (CGM). The traditional CGMs a…
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…