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Data Collection & Analysis Flashcards

7 cards from real CSM practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.

Read the first 7 Data Collection & Analysis flashcards as text
  1. Which sensor technology is commonly used for continuous in-situ turbidity monitoring in stormwater channels?

    Answer: Optical nephelometer or infrared scatter probe

    Optical nephelometers measure light scattered by suspended particles at a defined angle and are routinely deployed as submersible probes for continuous turbidity monitoring.

  2. A stage-discharge rating curve becomes invalid when:

    Answer: Channel cross-section geometry changes due to scour or deposition

    Rating curves are developed for a specific channel geometry; scour, deposition, or vegetation changes alter hydraulic controls, requiring recalibration with new discharge measurements.

  3. In the context of stormwater data analysis, 'censored data' refers to:

    Answer: Values reported only as less than the detection limit (non-detects)

    Censored data are measurements below the method detection limit, reported as '<MDL'; special statistical techniques (e.g., Kaplan-Meier, substitution methods) are needed to handle them in analysis.

  4. Which remote sensing product is most commonly used to map impervious surface area across an entire watershed efficiently?

    Answer: Multispectral satellite imagery classified using NDVI and spectral indices

    Multispectral imagery (e.g., Landsat, Sentinel-2) distinguishes impervious surfaces from vegetation and soil using spectral indices, enabling watershed-scale impervious cover mapping at low cost.

  5. A stormwater manager finds a strong negative correlation (r = -0.85) between vegetated buffer width and outfall total suspended solids (TSS) concentrations. This means:

    Answer: As buffer width increases, TSS concentrations tend to decrease

    A negative correlation coefficient means the two variables move in opposite directions — wider buffers are associated with lower TSS, consistent with buffers trapping sediment before it reaches the outfall.

  6. The primary purpose of maintaining a chain of custody (COC) form for stormwater samples is to:

    Answer: Document sample possession and handling to ensure legal defensibility of data

    A COC form tracks who collected, transferred, and analyzed a sample, providing an auditable record that demonstrates sample integrity and is required for regulatory enforcement actions.

  7. GIS-based watershed delineation using digital elevation models (DEMs) determines drainage area by:

    Answer: Tracing the direction of steepest descent from each grid cell to define flow paths and catchment boundaries

    Flow direction algorithms assign each DEM cell a drainage direction toward its lowest neighboring cell; accumulating these paths downstream delineates the contributing area above any outlet point.