Real-time water-safety monitoring and harmful algal bloom detection using affordable scientific-grade sensing platforms and advanced analytics. Provides continuous safety alerts, root-cause assessment, and actionable insights to lake communities and municipalities for immediate public-health protection and long-term remediation.