Effect of sample size on habitat suitability estimation using random forests: a case of bluegill, Lepomis macrochirus

Risa Shiroyama, Manna Wang and Chihiro Yoshimura

This study revealed the influence of sample size on habitat suitability plot by random forest combined with partial dependence plot. Furthermore, we proposed a novel approach “averaged habitat suitability plot”, which enables us to assess habitat suitability even with a small sample size.

Ann. Limnol. - Int. J. Lim., 56 (2020) 13
Published online: 04 June 2020
DOI: 10.1051/limn/2020010

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