 The proposed study presents a multi-source unsupervised domain adaptation, Muda, model called M-UCCM for accurate crop mapping using time series satellite images. The model outperforms direct transfer methods and achieves the highest classification accuracy in each target domain, making it a novel and effective solution for high performance crop mapping in regions without labeled samples. This article was authored by Yu Mu Wang, Lu Wei Feng, Wei Wei Sun, and others.