Recurrent Self Organizing

RSOM was used for detecting temporal response behaviors of Lumbriculus variegatus treated with copper. The

CD CS

1.0 JHD

Taxa

□ Calculated data with community and environmental data ■ Calculated data with community

Figure 8 Field and predicted data for July 1997 after training with the RTRN based on community plus environmental data and only community data at different sample sites. Adapted from Chon T-S, Kwak I-S, Park Y-S, Kim T-H, and Kim YS (2001) Patterning and short-term predictions of benthic macroinvertebrate community dynamics by using a recurrent artificial neural network. Ecological Modelling 146: 181-193, with permission from Elsevier.

Organic matter

Organic matter

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