Big Data in Marine Science
A special issue of Journal of Marine Science and Engineering (ISSN 2077-1312). This special issue belongs to the section "Physical Oceanography".
Deadline for manuscript submissions: closed (25 August 2021) | Viewed by 775
Special Issue Editors
Interests: geographic information science; remote sensing; big data; spatial data analytics and visualization; machine learning; artificial intelligence
Interests: GIScience; geospatial big data; spatial computing; GeoAI
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
With the development of data acquisition techniques, observation sensors, and social networks, a large volume of marine-related data has been rapidly generated, which has opened a new door for studying the intricate dynamics of the huge ocean ecosystem and better understanding of how our oceans influence our planet. However, it is still challenging to uncover the hidden knowledge under these big data due to the complexity involved in the big data management technologies and analytics methodologies. This Special Issue encourages researchers to submit original papers related to innovative approaches for big marine data management, analytics, and visualization. Potential topics include (but are not limited to) the following:
- Computing infrastructures for big marine data acquisition, query, management, and sharing.
- Advanced data cleaning, fusion, validation, and mining approaches for big marine data from difference sources.
- New data structures, algorithms, and frameworks for distributed processing and analytics of big marine data.
- New methodologies and systems for big marine data visualization and mapping.
- Applications of using big marine data to support scientific studies and decision making.
- Other research and visions related to big marine data management and analytics.
Dr. Zhenlong Li
Guest Editors
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. Journal of Marine Science and Engineering is an international peer-reviewed open access monthly 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
- Big data
- Geospatial data analytics
- Data visualization
- GIS
- Machine learning
- Artificial intelligence
- Distributed computing
- Data quality
- High-performance computing
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