Flood warning
Specify stage, rainfall, telemetry latency, backup power, enclosure rating, mounting survivability, debris risk, and alert thresholds.
Smart cities and digital twins
Specify environmental networks as measurement architectures, not just product names. For CFD-facing use, separate wind truth, thermal exposure, radiation, rain, telemetry, and service assumptions.
Urban heat
Specify radiation shielding, ventilation, siting, surface context, metadata, calibration, and comparability across neighborhoods.
Road weather
Specify pavement temperature, precipitation type, wind exposure, winterization, maintenance access, and integration with operations dashboards.
Mesonet monitoring
Specify station spacing, representativeness, WMO-aligned siting principles, metadata, QA/QC, and long-term calibration traceability.
Groundwater
Specify pressure transducer range, venting, drift, barometric compensation, cable sealing, well compatibility, and retrieval procedures.
Water quality
Specify fouling control, cleaning intervals, calibration standards, sample matrix, temperature compensation, and acceptance testing.