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Sampling & Monitoring Programs
PFAS, nutrients, metals; field SOPs, data integrity checks, temporal trend analysis.
Data Science for Labs & Utilities
Image-based quantification pipelines (e.g., fluorescence calibration for quantum dots), reproducible Python/Colab notebooks, training.
Resilience & Hazard Insights (Optional add-on)
Flood/disruption screening for critical facilities; simple risk layers to inform siting and upgrades.
Deliverables: Reproducible code/notebooks, dashboards (CSV + PDF), training videos or live workshop.
Sampling & Monitoring Programs
PFAS, nutrients, metals; field SOPs, data integrity checks, temporal trend analysis.
Data Science for Labs & Utilities
Image-based quantification pipelines (e.g., fluorescence calibration for quantum dots), reproducible Python/Colab notebooks, training.
Resilience & Hazard Insights (Optional add-on)
Flood/disruption screening for critical facilities; simple risk layers to inform siting and upgrades.
Deliverables: Reproducible code/notebooks, dashboards (CSV + PDF), training videos or live workshop.