Surname: Rasmussen First Name: Beatrice K. Status= studentyes Institution: University of Texas at Dallas E-mail: bearas@utdallas.edu ---------------------------------------- Title: Results of a Neural Network Prediction Study for Equatorial Spread-F ---------------------------------------- Authors: Beatrice K. Rasmussen Greg Earle ---------------------------------------- Abstract: Neural network algorithms have been used in conjunction with DMSP satellite data in a study of Equatorial Spread-F (ESF) over Ascension Island. DSMP satellite data were processed and provided as inputs to the networks to deter- mine if ESF prediction was possible. Results of the neural network studies suggest that the pre-sunset topside ionospheric densities, temperatures, and velocities are not significantly preconditioned for post-sunset ESF develop- ment. A possible explanation is presented as to the reliability of this approach as a predictor of ESF. ---------------------------------------- Discipline Category: Ionosphere