DOI: 10.5281/zenodo.7185489
title: Supplementary data

description: Supplementary data for the Pozzi et al. paper entitled "Ecological assessment of combined sewer overflow management practices through the analysis of benthic and hyporheic microbial assemblages and a tracking of exogenous bacterial taxa in a peri-urban intermittent stream".


# Created by Dr Adrien C. MEYNIER POZZI on October 26th, 2021
# Part of DOmic research project funded by the Agence de l’Eau - Rhône Méditerranée Corse [AE-RMC, Project 2020 0702 DOmic, 2020-2023]
# Part of the Chaudanne river long-term experiment site belonging to the Observatoire de Terrain en Hydrologie Urbaine (OTHU)
# Part of the work conducted in the team on Opportinistic Bacterial Pathogen in the Environment (BPOE) led by Dr. Benoit Cournoyer
# Samples were obtained in 2 campaigns, corresponding to periods before (2010-2011) or after (2018) the implementation of the 91/271/EEC European Directive that limited Combined-Sewer Overflow (CSO) discharges to the Chaudanne river
# Samples consisted in surface water, benthic and hyporheic sediments taken in run, riffle and pool geomorphologic features, either upstream or downstream the CSO outlet, plus positive and negative controls


Metadata. Name and description of data tables provided as supplementary information



	
		
			Data Name
			Description
		
		
			Data S1. List of samples with sampling design
			An array to describe sampling design. Top line is header and second line is metadata for each recorded variable.
		
		
			Data S2. River hydrology variables and hydraulic gradients at surveyed transects
			Array to describe the hydrologic variables and gradients at the studied transects. Top line is header, second line is metadata for each recorded variable, and third line is the unit of the variable, if any.
		
		
			Data S3. Hydrological indices and synthetic variables computed with ClustOfVar
			Hydrological indices computed for the river flow, precipitations and CSO overflows computed over a 3-week period preceding each sampling date.
		
		
			Data S4. CSO quantiles
			An array to describe CSO events included for the computation of the CSO dilution ratio (SI Data 6A) together with 6 tables and 3 figures (SI Data 6B to 6J) describing the CSO event ratio all year round over the studied period, as well as for events that occured before or after the CSO was modified and during low flow or high flow season. In SI Data 6A, top line is header and second line is metadata for each recorded variable.
		
		
			Data S5. Environmental variables (water physical-chemistry, nutrients, FIBs, MTEs, PAHs) with metadata
			An array to list environmental variables for all true samples (n=90) included in the study. Sample identifiers and dates are provided. First 8 rows list the CAS number, SANDRE number, unit, method, limit of quantification and norm  for each variable, if any.
		
		
			Data S6. Raw environmental matrix for use in R
			An array to list experimental design and environmental variables for all true samples and controls. Several environmental variables were synthetized using the ClustOfVar method (Chavent et al (2012) 10.18637/jss.v050.i13). Format is directly usable in R software.
		
		
			Data S7. Scaled environmental matrix for use in R
			An array to list experimental design and environmental variables for all true samples and controls. Several environmental variables were synthetized using the ClustOfVar method (Chavent et al (2012) 10.18637/jss.v050.i13). All numeric variables were centered and scaled (means of 0 an standard deviations to 1; aka Z-scoring) Format is directly usable in R software.