Yes, it's possible to combine different interpolation techniques to address specific challenges in your data. For example, you can use spline interpolation in regions with smooth variations and switch to nearest neighbor interpolation near abrupt changes. Experimentation and evaluation are key to finding the optimal combination for your problem.