A Sky Illuminance Location Tracker
Simulate diurnal illuminance value
Updates values individually not globally (diurnally)
Log likelihood cost function
Read lux and deg files
Sky (illuminance) location estimation routine
Estimate scale the scale range
Centers diurnal curves on midday
Cluster geolocator co-variates
Filter twilight values by range
Fit illuminance (lux) profile
Plot skytrackr results
Generate a land surface mask
Plot seasonal profiles
Read Swiss Ornithology institute GLF files
Read Migrate Technology .lux files
Twilight screening routine
Calculate geolocations by light using template matching. The routine uses a calibration free optimization of a sky illuminance model to determine locations robustly using a template matching approach, as described by Ekstrom (2004) <https://nipr.repo.nii.ac.jp/records/2496>, and behaviourly informed constraints (step-selection).
Useful links