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We investigate the use of approximate factorization and diagonalizing techniques for solving iteratively fully implicit numerical models of three-dimensional transport-chemistry problems. In particular, we investigate various possibilities that can take advantage of the parallelization and vectorization facilities offered by parallel vector computers.