Modelling fish co-occurrence patterns in a small spring-fed river using a machine learning approach

Modelling fish co-occurrence patterns in a small spring-fed river using a machine learning approach

Stopping biodiversity loss due to human activities is of great concern for ensuring ecosystem services for sustainable development. While species-habitat relationships are an important aspect of species conservation, considering species interactions remains challenging in habitat suitability modelli...

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Bibliographic Details
Main Authors: Yuki Matsuzawa, Shinji Fukuda, Mitsuru Ohira, Bernard De Baets
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Ecological Indicators
Subjects:
Freshwater fish
Habitat suitability
Habitat conservation and management
Partial dependence plots
Variable importance
Random Forests
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X2300376X

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http://www.sciencedirect.com/science/article/pii/S1470160X2300376X

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