The document discusses the preparation and characterization of polycrystalline ZnO-In2O3 thin films using the spray pyrolysis method for gas sensing applications, particularly for detecting NH3 and CO2 gases. Techniques such as X-ray diffraction, scanning electron microscopy, and atomic force microscopy were employed to analyze the structural and morphological properties of the films, which exhibited an optical band gap of approximately 3.11 eV. The results indicate that these films show promise for low-cost gas sensors with better sensitivity to NH3 compared to CO2.