Clustering flood events from water quality time-series using Latent Dirichlet Allocation model

@inproceedings{Aubert2013ClusteringFE,
  title={Clustering flood events from water quality time-series using Latent Dirichlet Allocation model},
  author={V Aubert and de Lavenne and Gascuel-Odoux},
  year={2013}
}
  • V Aubert, de Lavenne, Gascuel-Odoux
  • Published 2013
To improve hydro-chemical modeling and forecasting, there is a need to better understand flood-induced variability in water chemistry and the processes controlling it in watersheds. In the literature, assumptions are often made, for instance, that stream chemistry reacts differently to rainfall events depending on the season; however, methods to verify such assumptions are not well developed. Often, few floods are studied at a time and chemicals are used as tracers. Grouping similar events from… CONTINUE READING