Monitoring spatial and temporal variation of dissolved oxygen and water temperature in the Savannah River using a sensor network.

Abstract:

:Dissolved oxygen is a critical component of river water quality. This study investigated average weekly dissolved oxygen (AWDO) and average weekly water temperature (AWT) in the Savannah River during 2015 and 2016 using data from the Intelligent River® sensor network. Weekly data and seasonal summary statistics revealed distinct seasonal patterns that impact both AWDO and AWT regardless of location along the river. Within seasons, spatial patterns of AWDO and AWT along the river are also evident. Linear mixed effects models indicate that AWT and low and high river flow conditions had a significant impact on AWDO, but added little predictive information to the models. Low and high river flow conditions had a significant impact on AWT, but also added little predictive information to the models. Spatial linear mixed effects models yielded parameter estimates that were effectively the same as non-spatial linear mixed effects models. However, components of variance from spatial linear mixed effects models indicate that 23-32% of the total variance in AWDO and that 12-18% of total variance in AWT can be apportioned to the effect of spatial covariance. These results indicate that location, week, and flow-directional spatial relationships are critically important considerations for investigating relationships between space- and time-varying water quality metrics.

journal_name

Environ Monit Assess

authors

Post CJ,Cope MP,Gerard PD,Masto NM,Vine JR,Stiglitz RY,Hallstrom JO,Newman JC,Mikhailova EA

doi

10.1007/s10661-018-6646-y

subject

Has Abstract

pub_date

2018-04-10 00:00:00

pages

272

issue

5

eissn

0167-6369

issn

1573-2959

pii

10.1007/s10661-018-6646-y

journal_volume

190

pub_type

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