2021
DOI: 10.1016/j.jhazmat.2020.124403
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Real-time soil and groundwater monitoring via spatial and temporal resolution of biogeochemical potentials

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Cited by 21 publications
(4 citation statements)
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“…With the rapid emergence of sensor‐based collection of better and cheaper data, this revolution is imminent. Applicability of sensors to high‐resolution monitoring of contaminated sites has been recently demonstrated (Sale et al 2019; Sale et al 2020; Blotevogel et al 2021). This study presents results of the performance of only select forecasting algorithms—more research in this area will be necessary to take advantage of the full potential of advanced statistical and machine learning algorithms.…”
Section: Discussionmentioning
confidence: 99%
“…With the rapid emergence of sensor‐based collection of better and cheaper data, this revolution is imminent. Applicability of sensors to high‐resolution monitoring of contaminated sites has been recently demonstrated (Sale et al 2019; Sale et al 2020; Blotevogel et al 2021). This study presents results of the performance of only select forecasting algorithms—more research in this area will be necessary to take advantage of the full potential of advanced statistical and machine learning algorithms.…”
Section: Discussionmentioning
confidence: 99%
“…One such example is the use of continuous temperature sensors to measure natural source zone depletion (NSZD) rates and other processes (e.g., Askarani et al., 2018; Kulkarni et al., 2022; Sale et el. et al., 2021; Warren & Bekins, 2015). With respect to recharge, Demand et al.…”
Section: Final Considerationsmentioning
confidence: 99%
“…Recently, we have established the benefit of continuous multi‐level real‐time ORP monitoring in both saturated and unsaturated media at petroleum release sites undergoing natural source zone depletion (Sale et al 2021). While our previous work was aimed at resolving natural processes in support of long‐term groundwater monitoring, here we demonstrate the utility of high‐resolution temporal ORP measurements for remediation performance monitoring at a site where pulsed biosparging is used to enhance the aerobic biodegradation of substituted aromatic compounds.…”
Section: Figurementioning
confidence: 99%