This repository includes code and CNN models to derive conditional probabilities of WCB inflow, ascent, and outflow from data at a comparably low spatial and temporal resolution. The models which are contained in the repository are referred to as time-lag models in Quinting and Grams (2021, GMD). For any questions, error reports etc please contact the corresponding author of the study julian.quinting at kit.edu