A Linear Method for Analyzing Lightning Field Changes

Abstract

A constrained, least-squares method for analyzing multiple-station measurements of lightning field changes (?Es) is introduced. Previous methods have attempted to fit the spatial pattern of lightning ?Es using nonlinear models, such as a point charge (Q) or a point dipole (P) model. With the linear method, the ?Es are described not by models but by a general volume charge distribution that is deposited on a large (40 ? 40 ? 20 km3) Cartesian grid above the measuring network. A linear system of equations is used to relate the measured ?Es to the charges that are deposited at each grid point. With this approach, the information content of the measurements can be quantified by an eigenanalysis of the covariance matrix of the liner system. Constraints can be used to reduce the infinity of possible solutions to the linear system and also to reduce systematic biases that can be introduced by the method of solution. It is shown that a Landweber iterative method, derived from the general method of steepest descent, can be used to solve the linear system and that the resulting volume charge distributions are generally consistent with computer-simulated charge sources, when these sources are over the measuring network. The Landweber iteration has also provided solutions for natural lightning events that are consistent with Q- and P-model results.