Authors
Terefenko, Paweł, Giza, Andrzej, Śledziowski, Jakub, Paprotny, Dominik, Bučas, Martynas, Kelpšaitė-Rimkienė, Loreta
- Citation
- Terefenko, P., Giza, A., Śledziowski, J., Paprotny, D., Bučas, M., Kelpšaitė-Rimkienė, L. (2024 online): Classification of soft cliff dynamics using remote sensing and data mining techniques. - Science of the Total Environment, 947, 174743.
- DOI
- https://doi.org/10.1016/j.scitotenv.2024.174743
- Pages
- 16
- Published in
- Germany
- Rights Holder
- http://creativecommons.org/licenses/by/4.0/
Table of Contents
- Classification of soft cliff dynamics using remote sensing and data mining techniques 1
- 1 Introduction 2
- 2 Study site description 2
- 3 Materials and methods 3
- 3.1 Light detection and ranging measurements 3
- 3.2 Hydrodynamic data collection 3
- 3.3 Extraction of geomorphic features and hydrometeorological variables 4
- 3.4 Data mining methodology 5
- 4 Results 5
- 4.1 Hydrodynamic conditions 5
- 4.2 Features controlling coastal morphology changes 6
- 4.2.1 Beach 6
- 4.2.2 Cliff 10
- 4.2.3 Seasonal coastal cliff dynamics 11
- 5 Discussion 12
- 5.1 5.1 General geomorphic and geological discussion 12
- 5.2 Data-driven model discussion 12
- 6 Conclusions 13
- CRediT authorship contribution statement 14
- Declaration of competing interest 14
- Data availability 14
- Acknowledgments 14
- References 14