Vegetation phenology is a critical indicator of ecosystem responses to climate change. While satellite‐derived vegetation phenology products provide large‐scale, long‐term observations, their integration is hampered by substantial discrepancies arising from variations in sensor platforms, temporal resolution, and retrieval algorithms. This challenge is acutely evident in China, where ecological conditions are highly diverse an...