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Download fileSelection of river flow indices for the assessment of hydroecological change
journal contribution
posted on 2013-09-04, 14:06 authored by Wendy A. Monk, Paul WoodPaul Wood, David M. Hannah, Douglas A. WilsonA wide range of ‘ecologically relevant’ hydrological indices (variables) have been
identified as potential drivers of riverine communities. Recently, concerns have been
expressed regarding index redundancy (i.e. similar patterns of variance) across the host of
hydrological descriptors on offer to researchers and water resource managers. Some
guiding principles are required to aid selection of the most statistically defensible and
meaningful river flow indices for hydroecological analysis. In this short communication,
we investigate the utility of a principal components analysis (PCA)-based method that
identifies 25 hydrological variables to characterise the major modes of statistical variation
in 201 hydrological indices for 83 rivers across England and Wales. The emergent
variables, and all 201 hydrological variables, are used to develop regression models [for the
whole data set and three river flow regime shape (i.e. annual hydrograph form) classes] for
an 11-year macroinvertebrate community dataset (i.e. LIFE scores). The same ‘best’
models are produced using the PCA-based method and all 201 hydrological variables for
two of the three river flow regime groups. However, weaker models are yielded by the
PCA-based method for the remaining (flashy) river flow regime class and the whole data
set (all 83 rivers). Thus, it is important to exercise caution when employing data reduction/
index redundancy approaches, as they may reject variables of ecological significance due to
the assumption that the statistically dominant sources of hydrological variability are the
principal drivers of, perhaps more subtle (sensitive), hydroecological associations.
History
School
- Social Sciences
Department
- Geography and Environment
Citation
MONK, W.A. ... et al, 2007. Selection of river flow indices for the assessment of hydroecological change. River Research and Applications, 23 (1), pp.113-122.Publisher
© John Wiley and SonsVersion
- SMUR (Submitted Manuscript Under Review)
Publication date
2007Notes
This is the pre-peer reviewed version of the article, which has been published in final form at: http://dx.doi.org/10.1002/rra.964ISSN
1535-1459Publisher version
Language
- en