Problem Set 03: Solution Key

CCD Noise Terms and Exposure-Time Trade-offs

Worked Solutions

1. Shot noise

σ_shot = √(rate×t) = √(243408.201×100) = 4933.642 electrons.

CriterionPoints
Correct Poisson-noise formula8
Correct arithmetic7

2. Dominant term

Shot noise (4933.642 e⁻) is smaller than read noise (3.5 e⁻) at 100 s, and dark-current shot noise (0.3162 e⁻) is negligible; read noise dominates the total at this exposure time for this faint source.

CriterionPoints
Correct comparison of all three terms8
Correct dominant-term identification7

3. Crossover exposure time

Setting √(rate×t)=3.5 and solving for t gives t = (3.5)²/243408.201 = 0.0 s.

CriterionPoints
Correct algebraic solution8
Correct final value matching the given check7

4. Regime interpretation

Exposures shorter than 0.0 s are read-noise-limited (SNR grows roughly linearly with t); longer exposures are shot-noise-limited (SNR grows only as √t). For a faint, read-noise-sensitive measurement, it is more efficient to use exposures at or somewhat beyond this crossover, rather than many very short exposures that each pay the full read-noise penalty.

CriterionPoints
Correct regime identification on both sides of the crossover12
Correct efficiency argument for exposure strategy8

Grading Notes

Award full marks for correct method, units, and a numeric result consistent with the arithmetic shown (allow reasonable rounding). Verify that the student re-derives the number for this problem's specific inputs rather than quoting a lecture example without adaptation. Watch specifically for unit-conversion errors (arcsec/radian, nm/m, mm/m) and for comparative-magnitude or comparative-resolution statements given in the wrong direction (e.g., "finer" versus "coarser" resolution, or "more" versus "less" light-gathering power) -- these are the most common sources of order-of-magnitude mistakes in this course.