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LightCurve
WebsiteApp

Automate

Batch mode

Evaluate many configurations from the command line with the same GPU integrator as the interface.

npm run batch drives the single-file build of LightCurve in a headless Chrome or Edge (it builds it when missing) and writes one CSV row per case.

Terminal window
npm run batch -- scripts/examples/cases.csv -o results.csv
npm run batch -- cases.json --sweep geometry.phase=-150:150:10 --sweep geometry.rangeKm=550,1200

A JSON array of objects, or a CSV whose columns are field paths. Every field is optional and merged onto the defaults of the interface.

Field Example
date 2026-10-05T21:00:00Z
preset geo, starlink-v15, starlink-v2, eo, cubesat, hubble, iss, tiangong, falcon9-s2, sl16, ariane5-esca, centaur, sphere
sensorSystem rasa11-qhy600, t500-stxl6303…
tle Two- or three-line text
station.lat, station.lon, station.altM, station.k Site
geometry.mode, geometry.phase, geometry.tilt, geometry.az, geometry.el, geometry.rangeKm Geometry
materials.bus.albedo, attitude.yaw… Any field of the state
preset,date,station.lat,station.lon,station.altM,geometry.mode,geometry.az,geometry.el,geometry.rangeKm,materials.bus.albedo
geo,2026-10-05T21:00:00Z,43.9317,5.7122,650,azel,180,38,37500,0.22
geo,2026-10-05T21:00:00Z,43.9317,5.7122,650,azel,180,38,37500,0.5
starlink-v15,2026-10-05T18:40:00Z,43.9317,5.7122,650,phase,,,700,
Option Meaning
-o, --out FILE Output CSV (default: standard output)
--sweep PATH=A:B:STEP or PATH=v1,v2,… Expand every case over these values (repeatable)
--chrome PATH Browser executable (or the CHROME_PATH variable)
--resolution N Sensor-image resolution (default 320 px)

Observed and exo-atmospheric magnitudes, magnitude at 1,000 km, extinction and k, signed phase, range, azimuth, true and apparent elevations, altitude, airmass, Sun elevation, sunlit fraction, Moon elevation, sky background, sensor system, SNR, limiting magnitude, brightest-pixel electrons and saturation, A·σ, flux breakdown, observability status, and an error column when a case fails.