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◆ The Science of The Total Environment2025-10-29· Environmental science

Climate variability is an important driver of water treatability in a shallow reservoir

Danielle S. Spence, Kristin J. Painter, Ali Nazemi, Jason J. Venkiteswaran, Helen M. Baulch

原始摘要(英文原文)· Original abstract
Drinking water treatability is defined by multiple parameters that are strongly impacted by climatic and anthropogenic drivers. Working in a shallow reservoir in the Canadian Prairies, generalized additive models (GAMs) were applied to a 33-year dataset to identify drivers of interannual variability in multiple indicators of drinking water treatability. Interannual variability in treatability indicators was substantial. In the most extreme years, annual means were 2.9, 2.4, 1.5, and 1.7 times higher than the long-term averages for odour, turbidity, dissolved organic carbon (DOC), and total dissolved solids (TDS), respectively. GAMs showed that these treatability indicators are highly responsive to two modes of climate variability: the El Niño-Southern Oscillation (ENSO) and Pacific Decadal Oscillation (PDO). Specifically, cool/wet cycles contributed to elevated turbidity, odour, and DOC, while warm/dry cycles contributed to higher levels of TDS, DOC, odour, and turbidity. The effects of climate variability equate to 0.5–1.7 times the long-term average for each treatability indicator. Hydrological management and nutrients also play a key role, with effects equating to 0.10–1.1 times the long-term average in treatability indicators. Together, these findings show these predictors contributed to substantial variability in water treatability. Although shallow systems in dryland regions may represent extreme examples of climate sensitivity, extreme climatic conditions are expected to become more common, posing substantial risks to water treatment. This study is the first to use GAMs to provide long-term evidence of impacts of natural climate variability and water management to drinking water treatability, potentially offering early warning about changes to source water quality. • Drinking water treatability indicators showed extreme interannual variability. • Large-scale climate oscillations were the strongest driver of treatability. • Effects of climate variability equated to nearly twice the long-term indicator means. • Nutrient and flow management had substantial, but lesser effects on treatability. • Indicators of poor drinking water may be predictable by anticipating climate oscillations.
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Climate variability is an important driver of water treatability in a shallow reservoir — 科研速览 Science Skim