Turning Data into Action - An Autonomous Water Quality Intelligence Network for Georgian Bay
This initiative will establish a fully autonomous, high-resolution water-quality monitoring network across Georgian Bay. By integrating advanced in-situ sensor networks, autonomous monitoring platforms, laboratory-grade analysis, and artificial intelligence–driven analytics, Georgian Bay Forever (GBF) will convert raw environmental data into actionable insights. All data will be published through an open-access platform, ensuring long-term transparency of knowledge independent of shifting policy or political priorities.
Major Environmental Issue
Significant monitoring gaps in freshwater data in Canada
Long-term protection of freshwater systems requires independently managed monitoring frameworks that can operate consistently across changing policy environments and provide open access to data.
Research Objectives
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Protect waters used as drinking sources through continuous, high-frequency monitoring
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Detect and deter pollution events via timely public reporting
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Track climate-driven changes in lake chemistry and ecological conditions
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Support regulatory enforcement with defensible, high-resolution datasets
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Guide infrastructure investment by identifying contamination hot-spots and trends
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Enable cross-border alignment of Canadian and U.S. freshwater protection framework
The Challenge: Persistent and Critical Data Gaps
Despite improvements in freshwater data sharing platforms, significant monitoring gaps remain across Canada. According to Water Rangers’ national watershed assessment, 72% of major watersheds and 75.6% of sub-watersheds remain data-deficient, lacking sufficient long-term, reliable, or accessible data to assess freshwater health.
These deficiencies arise from:
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Fragmented monitoring systems
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Limited spatial and temporal coverage
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Inaccessible or inconsistent historical datasets
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Dependence on government-managed monitoring, which is subject to policy change
Turning Data into Action is specifically designed to address these challenges by creating a durable, transparent, and publicly accountable monitoring system for Georgian Bay.
Monitoring
Extensive monitoring of various data points means a fuller picture of what's going on in the water. We will monitor areas near municipal outflows, major tributaries, and locations at risk from sewer overflow and extreme rainfall events.
Open Water and Tributary Monitoring
Targeted monitoring will measure:
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Temperature
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Conductivity (proxy for chloride)
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Dissolved Oxygen
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pH
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Turbidity
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Water levels
Forever-Chemicals Monitoring
GBF will work with the Agriculture & Food Laboratory at the University of Guelph to implement a four-year Perfluoroalkyl and Polyfluoroalkyl Substances (PFAS) sampling program:
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Up to 100 samples per year
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Approximately 10 sites across Georgian Bay
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Enables spatial and temporal trend analysis
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Supports evidence-based risk assessment and policy response
Public Access, Transparency, and Knowledge Sharing - Open Data Commitment
All data will be made publicly accessible, after validation, through an interactive map and dashboard, hosted within GBF’s Esri Cloud environment and updated as platform capacity allows.
Objectives
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Publicly accessible online dashboards for municipalities, utilities, regulators, researchers, and the community
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Publicly accessible historical datasets for long-term trend analysis
Features include:
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Visualized water quality trends
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Clearly defined safety benchmarks aligned with best available standards
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User-friendly interpretation tools for non-technical audiences
Data will also be shared with:
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DataStream
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Water Rangers
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The Digital Research Alliance of Canada (as platform capacity allows)
GBF will actively encourage the use of these datasets in open-access scientific publications to maximize public benefit and scientific impact.
