Convolutional Neural Network (CNN) has been widely used in precipitation downscaling. However, it is unclear whether the predictor region size significantly influences the precipitation downscaling results using CNN for predictor‐predictand mapping. In this paper, we perform sensitivity experiments on various predictor areas in CNN‐based precipitation downscaling. Specifically, we select the middle reaches of the Yellow River...