Abstract. Atmospheric new particle formation (NPF) is an important source of climate-relevant aerosol particles which has been observed at many locations globally. To study this phenomenon, the first step to identify whether NPF event occurs or not on a given day. In practice, identification performed visually by classifying non-event days from number size distribution surface plots. Unfortunat...