https://nova.newcastle.edu.au/vital/access/ /manager/Index ${session.getAttribute("locale")} 5 Fraction of broken waves in natural surf zones https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:36264 b) in natural surf zones using data from seven microtidal, wave‐dominated, sandy Australian beaches. Qb is a critical, but rarely quantified, parameter for parametric surf zone energy dissipation models, which are commonly used as coastal management tools. Here, Qb is quantified using a combination of remote sensing and in situ data. These data and machine learning techniques enable quantification of Qb for a substantial data set (>330,000 waves). The results show that Qb is a highly variable parameter with a high degree of interbeach and intrabeach variability. Such variability could be correlated to environmental parameters: tidal variations correlated with changes in Qb of up to 70% for a given local water depth (h) on a low tide terrace beach, and increased infragravity relative to sea‐swell energy correlated to lower values of Qb at the surf‐swash boundary. Qb also correlates well with the Australian beach morphodynamic model: For more dissipative beaches Qb increases rapidly in the outer surf zone, whereas for more reflective beaches Qb increases slowly throughout the surf zone. Finally, when comparing data to existing models, three commonly used theoretical formulations for Qb are observed to be poor predictors with errors of the order of 40%. Existing theoretical Qb models are shown to improve (revised errors of the order of 10%) if the Rayleigh probability distribution that describes the wave height is in these models is replaced by the Weibull distribution.]]> Thu 01 Jun 2023 18:46:58 AEST ]]> Quantifying Bore-Bore Capture on Natural Beaches https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:46550 97% of extreme shoreline maxima were directly driven by bore-bore capture events. There was a clear relation between the probability of bore-bore capture driving an extreme shoreline maxima and beach morphodynamic state: The more dissipative the beach, the lower the probability of a bore-bore capture event causing an extreme shoreline maxima event. Such correlation has direct importance for the future development of predictive runup models, which do not currently account for this phenomenon.]]> Mon 23 Jan 2023 11:48:08 AEDT ]]> A novel machine learning algorithm for tracking remotely sensed waves in the surf zone https://nova.newcastle.edu.au/vital/access/ /manager/Repository/uon:36265 Fri 10 Mar 2023 14:51:22 AEDT ]]>