- Eighth International Symposium “Monitoring of Mediterranean Coastal Areas. Problems and Measurement Techniques”
- A cura di Laura Bonora, Donatella Carboni, Matteo De Vincenzi
A drone’s eye view: A preliminary assessment of the efficiency of drones in mapping shallow-water benthic assemblages
- Andrea Francesca Bellia
- Julian Evans
- Sandro Lanfranco
- © 2020 Author(s) |
- CC BY 4.0
- DOI: 10.36253/978-88-5518-147-1.50
The study assesses consumer drone efficiency for surveying shallow-water benthic cover. We hypothesised that using a drone would reduce duration, and manpower requirements, while increasing accuracy, relative to manual surveys. Results obtained during this study clearly indicated that automated drone surveys were faster and more accurate than manual survey methods under most circumstances. This result has important implications for the scientific and economic aspects of the process and would have a multiplicative effect in monitoring programs that require regular surveys.
- Keywords:
- Drones,
- Drone survey,
- Benthic mapping,
- Aerial imagery,
- Image analysis,
- k-clustering,
University of Malta, Malta - ORCID: 0000-0001-7426-6141
University of Malta, Malta - ORCID: 0000-0001-7837-5927
University of Malta, Malta - ORCID: 0000-0002-0360-7065
- Bellia, A. F., & Lanfranco, S. (2019). A Preliminary Assessment of the Efficiency of Using Drones in Land Cover Mapping. Xjenza, 7(1), 18-27. DOI: 10.7423/XJENZA.2019.1.02
- Blondeau-Patissier, D., Gower, J. F., Dekker, A. G., Phinn, S. R., & Brando, V. E. (2014). A review of ocean color remote sensing methods and statistical techniques for the detection, mapping and analysis of phytoplankton blooms in coastal and open oceans DOI: 10.1016/j.pocean.2013.12.008
- Ng, H. P., Ong, S. H., Foong, K. W. C., Goh, P. S., & Nowinski, W. L. (2006). Medical image segmentation using k-means clustering and improved watershed algorithm. In 2006 IEEE southwest symposium on image analysis and interpretation (pp. 61-65). IEEE. DOI: 10.1109/SSIAI.2006.1633722
- Orlando-Bonaca, M., Lipej, L., & Orfanidis, S. (2008). Benthic macrophytes as a tool for delineating, monitoring and assessing ecological status: the case of Slovenian coastal waters. Marine pollution bulletin, 56(4), 666-676. DOI: 10.1016/j.marpolbul.2007.12.018
- Schneider, C. A., Rasband, W. S., & Eliceiri, K. W. (2012). NIH Image to ImageJ: 25 years of image analysis. Nature methods, 9(7), 671. DOI: 10.1038/nmeth.2089
- Spellerberg, I. F., & Fedor, P. J. (2003). A tribute to Claude Shannon (1916–2001) and a plea for more rigorous use of species richness, species diversity and the ‘Shannon–Wiener’ Index. Global Ecology and Biogeography, 12(3), 177-179. DOI: 10.1046/j.1466-822X.2003.00015.x
- Ventura, D., Bonifazi, A., Gravina, M. F., Belluscio, A., & Ardizzone, G. (2018). Mapping and Classification of Ecologically Sensitive Marine Habitats Using Unmanned Aerial Vehicle (UAV) Imagery and Object-Based Image Analysis (OBIA). Remote Sensing, 10(9 DOI: 10.3390/rs10091331
Informazioni sul capitolo
Titolo del capitolo
A drone’s eye view: A preliminary assessment of the efficiency of drones in mapping shallow-water benthic assemblages
Autori
Andrea Francesca Bellia, Julian Evans, Sandro Lanfranco
Lingua
English
DOI
10.36253/978-88-5518-147-1.50
Opera sottoposta a peer review
Anno di pubblicazione
2020
Copyright
© 2020 Author(s)
Licenza d'uso
Licenza dei metadati
Informazioni bibliografiche
Titolo del libro
Eighth International Symposium “Monitoring of Mediterranean Coastal Areas. Problems and Measurement Techniques”
Sottotitolo del libro
Livorno (Italy) June 2020
Curatori
Laura Bonora, Donatella Carboni, Matteo De Vincenzi
Opera sottoposta a peer review
Anno di pubblicazione
2020
Copyright
© 2020 Author(s)
Licenza d'uso
Licenza dei metadati
Editore
Firenze University Press
DOI
10.36253/978-88-5518-147-1
eISBN (pdf)
978-88-5518-147-1
eISBN (xml)
978-88-5518-148-8
Collana
Proceedings e report
ISSN della collana
2704-601X
e-ISSN della collana
2704-5846