Improved Trend Evaluation and Workflow Optimisation of Groundwater Monitoring Programmes - Alternate Approaches for Small Chlorinated-Solvent Datasets
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Publicerad
Författare
Typ
Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
Groundwater monitoring programmes (GMP) for sites contaminated with chlorinated
solvents often rely on qualitative assessments that rely on the judgement of the evalua
tor. However, the datasets encountered in Sweden are often small, typically fewer than
20 wells, and present challenges such as skewed distributions, irregular sampling inter
vals, and limited spatial coverage, which could reduce the reliability of traditional trend
evaluation methods. This thesis investigates alternative and complementary analytical
approaches that can strengthen the understanding of chlorinated solvent behaviour and
movements over time in groundwater.
The results demonstrate that small datasets require analytical approaches that go beyond
qualitative interpretation. Statistical characterisation confirmed pronounced skewness,
heteroskedasticity, and non-normality, supporting the use of non-parametric methods
such as the Mann-Kendall test and Sen’s slope. Importantly, visual trend assessments
showed substantial uncertainty, with only a minority of wells classified with high con
fidence, underscoring the limitations of qualitative judgement alone. Site-wide plume
evaluation using the Ricker Method revealed strong sensitivity to interpolation choice
and well placement, while scenario testing highlighted how removing key wells can
impair plume mass estimation.
Although no single software tested fully meets GMP needs, GWSDAT offers strong
visual and spatial functions but limited statistical depth, ProUCL provides the most
robust statistics, and AquaChem is broad but time-intensive. GWSDAT ranked highest
overall, but with results being sensitive to user preferences.
Overall, the findings show that reliable interpretation of small chlorinated solvent datasets
requires combining multiple analytical perspectives. A workflow integrating non-parametric
trend testing, individual constituent evaluation, and plume mass investigation can sub
stantially improve decision making regarding sampling frequency, plume stability, and
long-term monitoring optimisation.
Beskrivning
Ämne/nyckelord
Groundwater Monitoring, Contamination, Trend Analysis, Chloroethenes, Small Datasets, Optimisation, Software.
