Consideration of rainfall intermittency and log-normality on the merging of radar and the rain gauge rain rate

•Consideration of rainfall intermittency and log-normality on the merging of radar and rain gauge data.•Comparison of co-kriging applications depending on the considerations of data intermittency and/or log-normality.•Improving the quality of the merged rain rate field by considering data characteristics.