Significantly different surge behaviors in Karakoram reveal critical knowledge gaps in the underlying mechanism, urging detailed investigations. We integrate multisource remote sensing datasets to holistically characterize surge phases of a Karakoram glacier, quantifying flow velocity, surface elevation, terminus position, and lake level variations. This integrated approach underscores the value of multi-sensor synergies in deciphering complex surge mechanisms.