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Cosmic Ray Detection

Cosmic-ray muon hits on a silicon image sensor: hits per frame, path through the sensitive layer, mean and most probable charge per track, and pixels hit.

Model: Textbook approximation

Expected hits per frame

0.0167

99th percentile: 1

Path in the layer

23.1 µm

t/cos θ; cos²θ average 26.7 µm

Mean charge per track

2452 e⁻

106.2 e⁻/µm × path; minimum ionizing, all δ-ray energy kept

Most probable charge

1487 e⁻

61 % of the mean

Pixels per track

2.47

1 + 4ℓ/(πp), ℓ = t·tan θ = 11.5 µm

Pixels hit per frame

0.0412

0.00000412 % of the pixels: 1 − exp(−N·n/N_pix)

Hits in 100 frames

1.67

Sea level: about 1 muon cm⁻² min⁻¹ (± ≈ 50 % with latitude and altitude) through a horizontal surface, zenith distribution ∝ cos²θ, mean energy ≈ 4 GeV (PDG).

Hits per frame: Poisson with mean N = Φ·A·t. Path in the layer L = t/cos θ.

Mean deposit: 3.876 MeV/cm ÷ 3.65 eV per pair = 106 e⁻/µm, the unrestricted Bethe mean at minimum ionization. It is about 20 % higher at 4 GeV, and lower in thin layers that fast δ-rays leave; the most probable deposit is the better guide. It is lower and grows like ln L per µm: 23 000 e⁻ in 300 µm.

Charge per track vs thickness at 30°

Model and references

Textbook approximation. A standard approximation from the literature (for example paraxial, plane-wave or Gaussian-beam), valid within the range the page states. About the tiers

Sea-level muons only (about 1 cm⁻² min⁻¹ on a horizontal sensor), Poisson arrivals and one straight track at the chosen zenith angle through a fully sensitive layer, path t/cos θ. Mean charge 106 e⁻/µm (unrestricted Bethe mean at minimum ionizing, 3.65 eV per pair; about 20 % more at 4 GeV, less where δ-rays escape a thin layer); the most probable charge uses the Landau–Vavilov–Bichsel Fermi-plateau formula and is rough below about 10 µm. Pixels per track is the Buffon average 1 + 4ℓ/(πp). Charge diffusion, δ-ray branches, altitude, shielding and radioactivity are left out.

  1. Workman R. L. et al. (Particle Data Group) (2022). Review of Particle Physics. Prog. Theor. Exp. Phys. 2022, 083C01. Review "Cosmic rays" §30.3.1: vertical muons above 1 GeV/c ≈ 70 m⁻² s⁻¹ sr⁻¹, about 1 cm⁻² min⁻¹ on a horizontal detector, cos²θ zenith distribution, mean energy ≈ 4 GeV. doi:10.1093/ptep/ptac097
  2. Navas S. et al. (Particle Data Group) (2024). Review of Particle Physics. Phys. Rev. D 110, 030001. §34.2.9 Eq. 34.13 (most probable energy loss) and §35.8 Table 35.10 (3.65 eV per e–h pair in Si; about 23 000 e⁻ most probable in 300 µm). doi:10.1103/PhysRevD.110.030001
  3. Particle Data Group (2024). Atomic and nuclear properties of silicon: minimum ionization 1.664 MeV g⁻¹ cm² (3.876 MeV/cm), density 2.329 g/cm³, plasma energy 31.05 eV. pdg.lbl.gov
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