Estimating fishing effort in small-scale fisheries using GPS tracking data and random forests

Estimating fishing effort in small-scale fisheries using GPS tracking data and random forests

During the last decade spatial patterns of industrial fisheries have been increasingly characterized using tracking technologies and machine learning analytical algorithms. In contrast, for small-scale fisheries, fishers’ behaviour for estimating and mapping fishing effort has only been anecdotally...

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Bibliographic Details
Main Authors: Faustinato Behivoke, Marie-Pierre Etienne, Jérôme Guitton, Roddy Michel Randriatsara, Eulalie Ranaivoson, Marc Léopold
Format: Article
Language:English
Published: Elsevier 2021-04-01
Series:Ecological Indicators
Subjects:
Boat movement
Fishery map
GPS track
Madagascar
Spatial data
Speed threshold
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X20312632

Internet

http://www.sciencedirect.com/science/article/pii/S1470160X20312632

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