Application of Artificial Intelligence Monitoring and Big Data Analysis in Marine Resource Management
A special issue of Water (ISSN 2073-4441). This special issue belongs to the section "Oceans and Coastal Zones".
Deadline for manuscript submissions: 25 February 2026 | Viewed by 427
Special Issue Editor
Interests: digital economy; marine industry; marine technology innovation; marine resources; marine ranching
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This study explores the key drivers and transformation pathways of smart marine ranching under the digital intelligence era. We retrieved reports on the digitalization of ocean ranches from four major official media outlets (e.g., Xinhua, People.cn, CCTV). After a process of screening and supplementation, 329 high-quality texts were selected for grounded theory analysis to extract key influencing factors. Necessary Condition Analysis (NCA) and fuzzy-set Qualitative Comparative Analysis (fsQCA) were then applied to ten national marine ranches that were rated “excellent” for four consecutive years up to 2024. The results identify essential enabling conditions and reveal three transformation paths. This study offers both theoretical insight and policy-oriented strategies for promoting digital marine governance and sustainable development.
This Special Issue will focus on marine ranching as a typical coastal ecosystem and fishery resource management object. Its research goals aim to serve smart fisheries, sustainable marine resource development, as well as ecological protection and governance optimization.
Dr. Juying Wang
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Water is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- marine environmental monitoring
- modeling
- AI applications
- digital economy
- marine ranching
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Further information on MDPI's Special Issue policies can be found here.
