Significant improvement of structural and optical qualities of GaN thin films on sapphire substrates was achieved by metal organic chemical vapor deposition with in situ SiN x nanonetwork. Transmission electron microscope ͑TEM͒ studies revealed that screw-and edge-type dislocations were reduced to 4.4ϫ 10 7 and 1.7ϫ 10 7 cm −2 , respectively, for a ϳ5.5-m-thick layer. Furthermore, room temperature carrier lifetimes of 2.22 and 2.49 ns were measured by time-resolved photoluminescence ͑TRPL͒ for samples containing single and double SiN x network layers, respectively, representing a significant improvement over the previous studies. The consistent trends among the TEM, x-ray diffraction, and TRPL measurements suggest that in situ SiN x network reduces line defects effectively as well as the point-defect-related nonradiative centers.