Clustering flood events from water quality time series using Latent Dirichlet Allocation model-Reference-Cited by-同舟云学术

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

Published:2013-12 Issue:12 Volume:49 Page:8187-8199
ISSN:0043-1397
Container-title:Water Resources Research
language:en
Short-container-title:Water Resour. Res.

Author:

Aubert A. H.¹²,Tavenard R.³,Emonet R.³,de Lavenne A.¹²,Malinowski S.⁴,Guyet T.⁴,Quiniou R.⁵,Odobez J.-M.³,Merot P.¹²,Gascuel-Odoux C.¹²

Affiliation:

1. INRA; UMR 1069, Soil Agro and HydroSystem; Rennes France

2. Agrocampus Ouest, UMR 1069; Soil Agro and HydroSystem Rennes, France

3. IDIAP Research Institute; Martigny Switzerland

4. Agrocampus Ouest; UMR 6074, IRISA; Rennes France

5. INRIA; UMR 6074, IRISA; Rennes France

Publisher

American Geophysical Union (AGU)

Subject

Water Science and Technology

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/2013WR014086/fullpdf

Reference38 articles.

1. Comparison of self-organizing maps classification approach with cluster and principal components analysis for large environmental data sets;Astel;Water Res.,2007

2. Solute transport dynamics in small, shallow groundwater-dominated agricultural catchments: Insights from a high-frequency, multisolute 10 yr-long monitoring study;Aubert;Hydrol. Earth Syst. Sci.,2013a

3. Annual hysteresis of water quality: A method to analyse the effect of intra- and inter-annual climatic conditions;Aubert;J. Hydrol.,2013b

4. Latent Dirichlet allocation;Blei;J. Mach. Learn. Res.,2003

5. Base cation concentrations in subsurface flow from a forested hillslope: The role of flushing frequency;Burns;Water Resour. Res.,1998

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