Maritime Big Data for Fisheries Management and Spatial Planning
A special issue of Journal of Marine Science and Engineering (ISSN 2077-1312). This special issue belongs to the section "Marine Biology".
Deadline for manuscript submissions: closed (5 September 2021) | Viewed by 9398
Special Issue Editor
Interests: spatial fishery data; maritime big data analysis and mining for fisheries management; maritime spatial planning; habitat mapping technologies; GIS; seafloor mapping; marine cartography
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
The growing number of ship reporting technologies and remote sensing systems (e.g. Vessel monitoring System, Automatic Identification System, Long-Range Identification and Tracking, Earth Observation by SAR and other sensors) are generating an overwhelming amount of spatio-temporal and geographically distributed data related to large-scale vessels and their movements. Moreover, the rapid development of low-cost and easily deployable technologies and processes suggests that data collection from Small-Scale Fisheries (SSF) will become soon automated, helping fill knowledge gaps in fisheries monitoring.
The data-driven knowledge discovery approach has proved its worth in fields that go beyond the original expectations for such data. They include mapping human activities at sea, fisheries management, maritime spatial planning (MSP), risk assessment of offshore platforms, assessment of impact on marine habitats, monitoring of compliance to regulation, and trade indicators. The extraction of spatial-explicit information from maritime big data, together with the use of machine learning techniques, is thus a key element to offer operational authorities, policy-makers, and scientists a better picture of what is happening at sea and improve maritime knowledge. Moreover, the use of this information layers to feed MSP tools provides a substantial opportunity for planners to develop a long-term strategy and support sustainable growth in the marine and maritime sectors as a whole.
In this context, this Special Issue invites original scientific contributions on topics including—without being limited to:
- Vessel detection, classification, and identification of fishing activities
- Multi-sensor data fusion for integrated maritime surveillance
- Low-cost electronic systems allowing tracking of small-scale fishing vessels
- Big-Data analytics for improving maritime knowledge and fisheries management
- MSP applications using vessel identification data
- Spatio-temporal patterns of fishing pressure and their implications for spatial planning and management
- Experiences with technologies to monitor and/or improve fishery compliance
Dr. Anna Nora Tassetti
Guest Editor
Manuscript Submission Information
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Keywords
- fisheries
- spatial fishery data
- fisheries management
- data mining and information fusion
- machine learning
- integrated Maritime Surveillance
- maritime Spatial Planning (MSP)
- integrated coastal management
- MSP tool
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