“…LASSO has shown more reliability than stepwise methods for variable selection in ecology applications (Elith & Graham, 2009). Recent applications of the LASSO method include modelling stream health using indices based on macroinvertebrate assemblages (Berger et al, 2017;Kaelin & Altermatt, 2016) and distributions of freshwater fish species (Huang & Frimpong, 2015;Huang, Frimpong, & Orth, 2016 (Aguiar, Ferreira, & Pinto, 2002;Beasley & Kneale, 2003;Magalhaes, Batalha, & Collares-Pereira, 2002), variation partitioning (Peres-Neto, Legendre, Dray, & Borcard, 2006), and multiscale ordination (Wagner, 2004). Further details regarding ordination techniques and spatial analysis of ecological data can be found in Borcard et al (2011), Kent (2006), Legendre and Legendre (2012), and Zuur, Ieno, and Smith (2007).…”