← Decision Patterns Monitoring & Data
What problem does this solve?
Pollution from agriculture, industry, and sewage can make water unsafe for drinking, bathing, or ecosystems. Without monitoring, contamination goes undetected.
How it works
Networks of sampling points and automated sensors track parameters like dissolved oxygen, nutrients, heavy metals, and bacteria across rivers, lakes, and coastal waters.
Typical infrastructure
Sampling stations, automated analysers, laboratory networks, data management systems
Typical monitoring
Chemical and biological water quality indicators, trend analysis, regulatory compliance reporting
Strengths
Detects contamination early; provides evidence for regulatory enforcement; tracks long-term environmental trends
Trade-offs
Comprehensive monitoring is expensive; some pollutants require lab analysis (not real-time); emerging contaminants may not be covered
Related use cases
Operational scenarios where this pattern is applied:
Case studies
Real-world examples of this pattern in action: