Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning

Ending hide and seek at sea

(2016) Douglas J. McCauley et al.   SCIENCE

solaR: Solar Radiation and Photovoltaic Systems withR

(2015) Oscar Perpiñán   Journal of Statistical Software

Mapping Fishing Effort through AIS Data

(2015) Fabrizio Natale et al.   PLoS One

Deriving high-resolution spatiotemporal fishing effort of large-scale longline fishery from vessel monitoring system (VMS) data and validated by observer data

(2014) Shui-Kai Chang et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Using hidden Markov models to infer vessel activities in the snow crab (Chionoecetes opilio) fixed gear fishery and their application to catch standardization

(2014) Colin Charles et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Global Priorities for Marine Biodiversity Conservation

(2014) Elizabeth R. Selig et al.   PLoS One

Vessel Pattern Knowledge Discovery from AIS Data: A Framework for Anomaly Detection and Route Prediction

(2013) Giuliana Pallotta et al.   Entropy

Effects of a large-scale and offshore marine protected area on the demersal fish assemblage in the Southwest Atlantic

(2012) D. Alemany et al.   ICES JOURNAL OF MARINE SCIENCE

Satellite AIS – Developing Technology or Existing Capability?

(2012) J. Carson-Jackson   JOURNAL OF NAVIGATION

Mapping species richness and human impact drivers to inform global pelagic conservation prioritisation

(2011) Rowan Trebilco et al.   BIOLOGICAL CONSERVATION

A hidden Markov model approach for determining vessel activity from vessel monitoring system data

(2011) David Peel et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Fishing activity of tuna purse seiners estimated from vessel monitoring system (VMS) data

(2011) Nicolas Bez et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Identifying fishing trip behaviour and estimating fishing effort from VMS data using Bayesian Hidden Markov Models

(2010) Youen Vermard et al.   ECOLOGICAL MODELLING

A pioneer validation of a state-space model of vessel trajectories (VMS) with observers’ data

(2010) E. Walker et al.   ECOLOGICAL MODELLING

Developing reliable, repeatable, and accessible methods to provide high-resolution estimates of fishing-effort distributions from vessel monitoring system (VMS) data

(2010) J. Lee et al.   ICES JOURNAL OF MARINE SCIENCE

Integrating vessel monitoring systems (VMS) data with daily catch data from logbooks to explore the spatial distribution of catch and effort at high resolution

(2010) H. Gerritsen et al.   ICES JOURNAL OF MARINE SCIENCE

Satellite-based vessel Automatic Identification System: A feasibility and performance analysis

(2010) Miguel A. Cervera et al.   INTERNATIONAL JOURNAL OF SATELLITE COMMUNICATIONS AND NETWORKING

A Global Map of Human Impact on Marine Ecosystems

(2008) Benjamin S. Halpern et al.   SCIENCE