Wj. Koshak et al., Data retrieval algorithms for validating the optical transient detector and the lightning imaging sensor, J ATMOSP OC, 17(3), 2000, pp. 279-297
A linear algebraic solution is provided for the problem of retrieving the l
ocation and time of occurrence of lightning ground strikes from an Advanced
Lightning Direction Finder (ALDF) network. The ALDF network measures field
strength, magnetic bearing, and arrival time of lightning radio emissions.
Solutions for the plane (i.e., no earth curvature) are provided that imple
ment all of these measurements. The accuracy of the retrieval method is tes
ted using computer-simulated datasets, and the relative influence of bearin
g and arrival time data on the outcome of the final solution is formally de
monstrated. The algorithm is sufficiently accurate to validate NASA's Optic
al Transient Detector and Lightning Imaging Sensor. A quadratic planar solu
tion that is useful when only three arrival time measurements are available
is also introduced. The algebra of the quadratic root results are examined
in detail to clarify what portions of the analysis region lead to fundamen
tal ambiguities in source location. Complex root results are shown to be as
sociated with the presence of measurement errors when the lightning source
lies near an outer sensor baseline of the ALDF network. For arbitrary nonco
llinear network geometries and in the absence of measurement errors, it is
shown that the two quadratic roots are equivalent (no source location ambig
uity) on the outer sensor baselines. The accuracy of the quadratic planar m
ethod is rested with computer-generated datasets, and the results are gener
ally better than those obtained from the three-station linear planar method
when bearing errors are about 2 degrees.