Habitat Models of Stream Invertebrate Community Improve with Predictors of Dam Impacts and Optimized Gradient Boosting Machines

Author:

Kei Nukazawa,Tanaka Ryo,Mineda Haruki

Publisher

Elsevier BV

Reference42 articles.

1. Invertebrate drift in the regulated River Tees, and an unregulated tributary Maize Beck, below Cow Green dam;P D Armitage;Freshw. Biol,1977

2. Cryptic biodiversity loss linked to global climate change;M B�lint;Nat. Clim. Chang,2011

3. A comparative analysis of gradient boosting algorithms;C Bent�jac;Artificial Intelligence Review,2021

4. Random forests;L Breiman;Mach. Learn,2001

5. An interpretable machine learning method for supporting ecosystem management: Application to species distribution models of freshwater macroinvertebrates;Y K Cha;J. Environ. Manage,2021

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