Environmental Monitoring and Assessment · 2024 · 13 citations · 29 references
Natural SciencesEarth SciencesEnvironmental SciencesEnvironmental MonitoringSpatial AnalysisWatershed HydrologyWater PollutionWater QualityWater Resource MonitoringCitizen Science For MonitoringCitizen Science In HydrologyCitizen Science MonitoringEnvironmental Monitoring DataEvent-driven MonitoringLong-term Resource MonitoringPollution SourcesWatershed Monitoring
In situ monitoring is fundamental to manage eutrophication in rivers and streams. However, in recent decades, the frequency and spatial coverage of regulatory monitoring have often been reduced due to funding and infrastructure limitations. This reduction has made it impossible to provide adequate coverage for most water bodies. In this study, trained citizen scientists filled spatial and temporal gaps in agency monitoring across a major catchment in rural England. By integrating data from citizen scientists, regulatory agencies, and the local water company, it was possible to demonstrate the opportunities for hypothesis-based citizen scientist monitoring to identify continuous and event-driven sources of phosphate pollution. Local citizen scientists effectively covered important spatial gaps, investigating river conditions both upstream and downstream of suspected pollution point sources, improving the identification of their temporal dynamics. When combined with long-term monitoring data from regulatory agencies, it became possible to identify areas within the catchment that exhibited increased phosphate concentrations during periods of low river discharge (summer). Inter-annual trends and anomaly detection suggested that continuous pollution sources dominated over event-driven sources in many sub-basins, allowing for the prioritisation of mitigation actions. This study highlights the opportunity for citizen scientists to fill gaps in regulatory monitoring efforts and contribute to the improved management of eutrophication in rural catchments.
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Wassily Hoeffding, M. G. Kendall · Econometrica · 1957 · 1.6K citations
Dynamics and distribution of natural and human-caused hypoxia
Nancy N. Rabalais, Robert J. Díaz, Lisa A. Levin et al. · Biogeosciences · 2010 · 1.2K citations · Full text