This study provides a 10 m resolution wheat distribution dataset that maps both spring and winter wheat across 15 provinces in China from 2018 to 2024. It was developed using large-scale wheat sample generation combined with region-specific feature selection strategies. The dataset demonstrates high accuracy (overall accuracy > 0.91) and offers detailed spatial information to support agricultural monitoring and food security efforts in China.