globalchange  > 过去全球变化的重建
DOI: 10.1371/journal.pone.0130746
论文题名:
Mapping Fishing Effort through AIS Data
作者: Fabrizio Natale; Maurizio Gibin; Alfredo Alessandrini; Michele Vespe; Anton Paulrud
刊名: PLOS ONE
ISSN: 1932-6203
出版年: 2015
发表日期: 2015-6-22
卷: 10, 期:6
语种: 英语
英文关键词: Fisheries ; Animal behavior ; Sea ice ; Algorithms ; Data management ; Ships ; Data processing ; Environmental impacts
英文摘要: Several research initiatives have been undertaken to map fishing effort at high spatial resolution using the Vessel Monitoring System (VMS). An alternative to the VMS is represented by the Automatic Identification System (AIS), which in the EU became compulsory in May 2014 for all fishing vessels of length above 15 meters. The aim of this paper is to assess the uptake of the AIS in the EU fishing fleet and the feasibility of producing a map of fishing effort with high spatial and temporal resolution at European scale. After analysing a large AIS dataset for the period January-August 2014 and covering most of the EU waters, we show that AIS was adopted by around 75% of EU fishing vessels above 15 meters of length. Using the Swedish fleet as a case study, we developed a method to identify fishing activity based on the analysis of individual vessels’ speed profiles and produce a high resolution map of fishing effort based on AIS data. The method was validated using detailed logbook data and proved to be sufficiently accurate and computationally efficient to identify fishing grounds and effort in the case of trawlers, which represent the largest portion of the EU fishing fleet above 15 meters of length. Issues still to be addressed before extending the exercise to the entire EU fleet are the assessment of coverage levels of the AIS data for all EU waters and the identification of fishing activity in the case of vessels other than trawlers.
URL: http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0130746&type=printable
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/22241
Appears in Collections:过去全球变化的重建
影响、适应和脆弱性
科学计划与规划
气候变化与战略
全球变化的国际研究计划
气候减缓与适应
气候变化事实与影响

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作者单位: European Commission Joint Research Centre Institute for the Protection and Security of the Citizen, Ispra, Italy;European Commission Joint Research Centre Institute for the Protection and Security of the Citizen, Ispra, Italy;European Commission Joint Research Centre Institute for the Protection and Security of the Citizen, Ispra, Italy;European Commission Joint Research Centre Institute for the Protection and Security of the Citizen, Ispra, Italy;Swedish Agency for Marine and Water management, Göteborg, Sweden

Recommended Citation:
Fabrizio Natale,Maurizio Gibin,Alfredo Alessandrini,et al. Mapping Fishing Effort through AIS Data[J]. PLOS ONE,2015-01-01,10(6)
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