Affiliation:
1. Laboratory of Environmental Quality and Geospatial Applications, Department of Marine Sciences, University of the Aegean, 81100 Mytilene, Greece
2. Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, 71500 Heraklion, Greece
3. Geospatial Enabling Technologies, 18344 Athens, Greece
Abstract
Marine aquaculture has been expanding rapidly in recent years, driven by the growing demand for marine products. However, this expansion has led to increased competition for space and resources with other coastal zone activities, which has resulted in the need for larger facilities and the relocation of operations to offshore areas. Moreover, the complex environment and exposure to environmental conditions and external threats further complicate the sustainable development of the sector. To address these challenges, new and innovative technologies are needed, such as the incorporation of remote sensing and in-situ data for comprehensive and continuous monitoring of aquaculture facilities. This study aims to create an integrated monitoring and decision support system utilizing both satellite and in-situ data to monitor aquaculture facilities on various scales, providing information on water quality, fish growth, and warning signs to alert managers and producers of potential hazards. This study focuses on identifying and estimating parameters that affect aquaculture processes, establishing indicators that can act as warning signs, and evaluating the system’s performance in real-life scenarios. The resulting monitoring tool, called “Aquasafe”, was evaluated for its effectiveness and performance by test users through real-life scenarios. The results of the implemented models showed high accuracy, with an R2 value of 0.67. Additionally, users were generally satisfied with the usefulness of the tool, suggesting that it holds promise for efficient management and decision making in marine aquaculture.
Funder
European Regional Development Fund
Greece and the European Union
Subject
Fluid Flow and Transfer Processes,Computer Science Applications,Process Chemistry and Technology,General Engineering,Instrumentation,General Materials Science
Reference66 articles.
1. ClimeGreAq: A software-based DSS for the climate change adaptation of Greek aquaculture;Sturm;Environ. Model. Softw.,2021
2. Federation of European Aquaculture Producers (FEAP) (2017). European Aquaculture Production Report 2008–2016. Prepared by the FEAP Secretariat, FEAP.
3. Federation of Greek Maricultures (FGM) (2020). Annual Report, Aquaculture in Greece, FGM.
4. Precision fish farming: A new framework to improve production in aquaculture;Frank;Biosyst. Eng.,2017
5. Some operational uses of satellite remote sensing and marine GIS for sustainable fisheries and aquaculture;Saitoh;ICES J. Mar. Sci.,2011
Cited by
2 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献