Research output per year
Research output per year
The main focus of my research will be the identification and prediction of shoreline and beach morphology changes through the use of novel machine learning techniques. I want to explore if these techniques can produce better predictive power than that of more traditional approaches and if these techniques can be used by coastal managers from now and into the future. As a result I would like to explore what are the necessary quantities and types of data needed to successfully use Machine Learning for shoreline change prediction, potentially identifying a framework for coastal researchers and managers who want to utilise these techniques in a given region.
I have a keen interest most coastal processes and coastal morphology, with a particular interest in exploring sediment budget analysis within coastal settings to understand future changes and events.
Originally from South Wales, I completed an Environmental Conservation BSc from University of Wales Trinity St Davids and went on to complete an MSc at Kings the following year. After a brief spell as a HSE co-ordinator at a railway infrastructure firm I was awarded a position in the Natural Environment Research Council Doctorate Training Programme in September 2021. The completion of my PhD will take place at King's with Daniel Schillereff with my secondary supervisor located in Queen Mary's.
The main focus of my research will be the identification and prediction of shoreline and beach morphology changes through the use of novel machine learning techniques. I want to explore if these techniques can produce better predictive power than that of more traditional approaches and if these techniques can be used by coastal managers from now and into the future. As a result I would like to explore what are the necessary quantities and types of data needed to successfully use Machine Learning for shoreline change prediction, potentially identifying a framework for coastal researchers and managers who want to utilise these techniques in a given region.
I have a keen interest most coastal processes and coastal morphology, with a particular interest in exploring sediment budget analysis within coastal settings to understand future changes and events.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Environmental Modelling, Monitoring and Management, Master in Science, Environmental Modelling, Monitoring and Management, King's College London
30 Sept 2019 → 1 Sept 2020
Award Date: 30 Sept 2020
Environmental Consevation, Bachelor of Science, Environmental Conservation, University of Wales Trinity Saint David
30 Sept 2015 → 30 Jun 2019
Award Date: 30 Jun 2019
Research output: Contribution to journal › Article › peer-review