Developing global annual land surface phenology datasets (1982–2018) from the AVHRR data using multiple phenology retrieval methods

•Global land surface phenology dataset from 1982 to 2018.•Multiple phenology retrieval methods were implemented.•Extraction of information from multiple growing seasons.•The dataset is consistent with ground-based observations.