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[HTML][HTML] Management and sustainable exploitation of marine environments through smart monitoring and automation
Monitoring of aquatic ecosystems has been historically accomplished by intensive
campaigns of direct measurements (by probes and other boat instruments) and indirect …
campaigns of direct measurements (by probes and other boat instruments) and indirect …
[HTML][HTML] Smart fishery: a systematic review and research agenda for sustainable fisheries in the age of AI
Applications of artificial intelligence (AI) technologies for improving the sustainability of the
smart fishery have become widespread. While sustainability is often claimed to be the …
smart fishery have become widespread. While sustainability is often claimed to be the …
Expectation-maximization binary clustering for behavioural annotation
The growing capacity to process and store animal tracks has spurred the development of
new methods to segment animal trajectories into elementary units of movement. Key …
new methods to segment animal trajectories into elementary units of movement. Key …
Estimating fishing effort in small-scale fisheries using GPS tracking data and random forests
F Behivoke, MP Etienne, J Guitton, RM Randriatsara… - Ecological …, 2021 - Elsevier
During the last decade spatial patterns of industrial fisheries have been increasingly
characterized using tracking technologies and machine learning analytical algorithms. In …
characterized using tracking technologies and machine learning analytical algorithms. In …
[HTML][HTML] Integration of fisheries into marine spatial planning: Quo vadis?
The relationship between fisheries and marine spatial planning (MSP) is still widely
unsettled. While several scientific studies highlight the strong relation between fisheries and …
unsettled. While several scientific studies highlight the strong relation between fisheries and …
Identifying stationary phases in multivariate time series for highlighting behavioural modes and home range settlements
R Patin, MP Etienne, E Lebarbier… - Journal of Animal …, 2020 - Wiley Online Library
Recent advances in biologging open promising perspectives in the study of animal
movements at numerous scales. It is now possible to record time series of animal locations …
movements at numerous scales. It is now possible to record time series of animal locations …
A novel machine learning approach to analyzing geospatial vessel patterns using AIS data
MD Ferreira, JNA Campbell… - GIScience & Remote …, 2022 - Taylor & Francis
In the maritime environment, the Automatic Identification System (AIS) contains information
related to vessel trajectories that can be used to detect unusual maritime occurrences and …
related to vessel trajectories that can be used to detect unusual maritime occurrences and …
FVID: fishing vessel type identification based on VMS trajectories
Abstract Vessel Monitoring System (VMS) provides a new opportunity for quantified fishing
research. Many approaches have been proposed to recognize fishing activities with VMS …
research. Many approaches have been proposed to recognize fishing activities with VMS …
Vessel monitoring systems (VMS) reveal an increase in fishing efficiency following regulatory changes in a demersal longline fishery
JT Watson, AC Haynie, PJ Sullivan, L Perruso… - Fisheries …, 2018 - Elsevier
A global expansion of satellite-based monitoring is making fisher behavioral responses to
management actions increasingly observable. However, such data have been underutilized …
management actions increasingly observable. However, such data have been underutilized …
The value of time‐series data for conservation planning
Protected areas (PAs) are increasingly being used world‐wide for the conservation and
management of wildlife. Systematic conservation planning (SCP) aims at ensuring …
management of wildlife. Systematic conservation planning (SCP) aims at ensuring …