3C 273 · Lyα Spectroscopic Pipeline
// SINGLE-SPECTRUM FITTING MODULE

Single-Spectrum Fitting Engine

IUE SWP · 3C 273 Quasar · Lyα λ1216Å
Power-law continuum · least-squares Gaussian fits · statistical verification
[ SELECT SPECTRUM FILE ]
HOW TO USE✕

Upload any IUE SWP spectrum as a plain .txt file with two whitespace-separated columns: wavelength (Å) and flux.

Demo loads Spectrum 70 — a real 3C273 archival observation — so you can explore the pipeline without your own file.

Once submitted, the pipeline fits a power-law continuum, searches 5,600 Gaussian candidate models, refines with scipy, and returns all line statistics instantly.

DRAG & DROP OR EXPLORE FILE SYSTEM
SUPPORTS STANDARD 2-COLUMN (.TXT) SPECTRAL FLUX FILES
RUNNING COARSE GRID & CONTINUOUS SCIPY REFINEMENT...
SPECTRUM: 15dcdr2dswp19731mxlo.txt
GLOBAL REDUCED χ²: 0.00
ACCEPTED
// GRAPH 1: REST-FRAME SPECTRUMOBSERVED · POWER-LAW CONTINUUM · SHADED: CONTINUUM WINDOWS
// MASTER EMISSION LINE SUMMARY
SUMMARY TABLE COLUMNS✕

Δλ — wavelength shift from rest frame. Velocity — Doppler offset in km/s (v = cΔλ/λ_rest).

FWHM — full width at half maximum, converted to km/s via 2.355σ·c/μ.

Flux — integrated line flux A·σ·√(2π). EW — equivalent width relative to continuum.

SNR — detection significance = Flux / σ_Flux. χ²red — reduced chi-squared goodness of fit.

Click a row's line tab to inspect its zoomed fit and full diagnostics.

LineRest λ (Å)Fitted λ (Å)Δλ (Å)Velocity (km/s)σ (Å)FWHM (km/s)FluxFlux ErrEW (Å)EW ErrSNRχ²redStatus
// GRAPH 2: LINE FITDATA ± 1σ · GAUSSIAN + LOCAL CONTINUUM (WEIGHTED LEAST SQUARES)
// GRAPH 3: NORMALISED RESIDUALS (F − F_model)/σ±1σ / ±2σ ERROR BOUNDS
// GRAPH 4: RESIDUAL DISTRIBUTIONHISTOGRAM VS. STANDARD NORMAL N(0,1)
// FINAL GAUSSIAN PARAMETERS
FINAL GAUSSIAN PARAMETERS✕

Amplitude — peak flux density of the Gaussian above continuum.

Line Center — fitted wavelength μ of the emission peak (Å).

Wing Window — full integration width W used for flux/EW. Blue wing = μ−W/2, Red wing = μ+W/2.

Sigma — Gaussian width σ in Å. FWHM = 2.355σ.

Amplitude
Line Center (Å)
Wing Window (Å)
Min Wavelength (Å)
Max Wavelength (Å)
Sigma (Å)
// SCIENTIFIC GAUSSIAN PARAMETERS
Rest Wavelength (λ_rest)1216.00 Å
Fitted Center (μ)1214.97 Å
Wavelength Offset (Δλ)-1.03 Å
Velocity Offset (v)-254.1 km/s
Gaussian Amplitude (A)8.00e-13
Gaussian Sigma (σ)6.14 Å
FWHM (Å) = 2.355σ14.13 Å
FWHM (km/s)— km/s
Derived 2.355σ FWHM14.13 Å
Integrated Line Flux—
Flux Error—
Equivalent Width (EW)— Å
EW Error— Å
Signal-to-Noise (SNR)—
Reduced χ² (χ²red)0.036
Fitting Wing Window19.0 Å
// VERIFICATION — STATISTICAL CHECKS OF THE SELECTED LINE FITREQUIRED CHECKS MUST PASS FOR VERIFIED