“This article introduces the research progress in the field of polar fixed ice monitoring. Relevant experts have explored the topic of fixed ice recognition based on single scene SAR images using Sentinel-1 SAR image decomposition and processing technology, providing solutions for polar shipping support, scientific expedition support, and climate change response monitoring needs.”