Multi‐species hotspots detection using self‐organizing maps: Simulation and application to purse seine tuna fisheries management

Assessing the effectiveness of dFADs fishing moratorium in the Eastern Atlantic Ocean for conservation of juvenile tunas from AOTTP data

(2022) Ilan Perez et al.   FISHERIES RESEARCH

Evaluating spatio-temporal dynamics of multiple fisheries-targeted populations simultaneously: A case study of the Bohai Sea ecosystem in China

(2020) Lisha Guan et al.   ECOLOGICAL MODELLING

The trade-off between biodiversity and sustainable fish harvest with area-based management

(2020) Ray Hilborn et al.   ICES JOURNAL OF MARINE SCIENCE

Machine learning for characterizing tropical tuna aggregations under Drifting Fish Aggregating Devices (DFADs) from commercial echosounder buoys data

(2020) Y. Baidai et al.   FISHERIES RESEARCH

Spatio-temporal distribution of spinetail devil ray Mobula mobular in the eastern tropical Atlantic Ocean

(2020) N Lezama-Ochoa et al.   Endangered Species Research

Bycatch mitigation of protected and threatened species in tuna purse seine and longline fisheries

(2020) Y Swimmer et al.   Endangered Species Research

Large‐scale distribution of tuna species in a warming ocean

(2019) Maite Erauskin‐Extramiana et al.   GLOBAL CHANGE BIOLOGY

Developing spatio-temporal models using multiple data types for evaluating population trends and habitat usage

(2019) Arnaud Grüss et al.   ICES JOURNAL OF MARINE SCIENCE

Exploring spatio-temporal changes in the demersal and benthopelagic assemblages of the north-western Ionian Sea (central Mediterranean Sea)

(2018) R Carlucci et al.   MARINE ECOLOGY PROGRESS SERIES

Disentangling the complexity of tropical small-scale fisheries dynamics using supervised Self-Organizing Maps

(2018) Manuel Mendoza-Carranza et al.   PLoS One

Exploring spatio-temporal changes in the demersal and benthopelagic assemblages of the north-western Ionian Sea (central Mediterranean Sea)

(2018) R Carlucci et al.   MARINE ECOLOGY PROGRESS SERIES

Bayesian spatio-temporal modelling of anchovy abundance through the SPDE Approach

(2018) Zaida C. Quiroz et al.   Spatial Statistics

Distribution patterns and indicators of the smooth hammerhead shark (Sphyrna zygaena) in the Atlantic Ocean

(2018) Catarina C. Santos et al.   FISHERIES RESEARCH

Predicting the spatio-temporal distributions of pelagic sharks in the western and central North Pacific

(2017) Mikihiko Kai et al.   FISHERIES OCEANOGRAPHY

Environmental factors and megafauna spatio-temporal co-occurrence with purse-seine fisheries

(2016) Lauriane Escalle et al.   FISHERIES OCEANOGRAPHY

Modeling landings profiles of fishing vessels: An application of Self-Organizing Maps to VMS and logbook data

(2016) Tommaso Russo et al.   FISHERIES RESEARCH

Forecasted consequences of simulated FAD moratoria in the Atlantic and Indian Oceans on catches and bycatches

(2016) Lauriane Escalle et al.   ICES JOURNAL OF MARINE SCIENCE

Nonlinear ecological processes driving the distribution of marine decapod larvae

(2015) M. Peña et al.   DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS

Bayesian spatio-temporal approach to identifying fish nurseries by validating persistence areas

(2015) I Paradinas et al.   MARINE ECOLOGY PROGRESS SERIES

Bayesian spatio-temporal approach to identifying fish nurseries by validating persistence areas

(2015) I Paradinas et al.   MARINE ECOLOGY PROGRESS SERIES

NbClust: AnRPackage for Determining the Relevant Number of Clusters in a Data Set

(2015) Malika Charrad et al.   Journal of Statistical Software

Changes in fishing power and fishing strategies driven by new technologies: The case of tropical tuna purse seiners in the eastern Atlantic Ocean

(2014) Edgar Torres-Irineo et al.   FISHERIES RESEARCH

Spatial management of Indian Ocean tropical tuna fisheries: potential and perspectives

(2014) David M. Kaplan et al.   ICES JOURNAL OF MARINE SCIENCE

Commercial fish species of inland waters: A model for sustainability assessment and management

(2014) Vladica M. Simić et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Global spatio-temporal patterns in tropical tuna purse seine fisheries on drifting fish aggregating devices (DFADs): Taking a historical perspective to inform current challenges

(2013) Alain Fonteneau et al.   AQUATIC LIVING RESOURCES

On the front line: integrated habitat mapping for olive ridley sea turtles in the southeast Atlantic

(2013) Stephen K. Pikesley et al.   DIVERSITY AND DISTRIBUTIONS

Forming a Partnership to Avoid Bycatch

(2013) Catherine E. O'Keefe et al.   FISHERIES

Precision in bycatch estimates: the case of tuna purse-seine fisheries in the Indian Ocean

(2012) M. J. Amande et al.   ICES JOURNAL OF MARINE SCIENCE

Shifting from marine reserves to maritime zoning for conservation of Pacific bigeye tuna (Thunnus obesus)

(2012) J. Sibert et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Effects of time-area closure on tropical tuna purse-seine fleet dynamics through some fishery indicators

(2011) Edgar Torres-Irineo et al.   AQUATIC LIVING RESOURCES

Long-term changes and recurrent patterns in fisheries landings from Large Marine Ecosystems (1950–2004)

(2011) Lorenza Conti et al.   FISHERIES RESEARCH

Self-Organizing Maps applied to ecological sciences

(2010) Tae-Soo Chon   Ecological Informatics

On goodness-of-fit measure for dendrogram-based analyses

(2010) Bastien Mérigot et al.   ECOLOGY

Review of the Self-Organizing Map (SOM) approach in water resources: Commentary

(2009) R. Céréghino et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Review of the self-organizing map (SOM) approach in water resources: Analysis, modelling and application

(2007) A.M. Kalteh et al.   ENVIRONMENTAL MODELLING & SOFTWARE