Validation of a modified snow cover retrieval algorithm from historical 1-km AVHRR data over the European Alps

► Stable snow retrieval from AVHRR for first 1-km resolution climatology in Europe. ► Novel snowmask probability maps to serve as distinct accuracy parameters. ► Extensive spatial and temporal validation of the algorithm over complex terrain. ► Assessment of sensor-to-sensor consistency for climate research applications.