Ukfsst is an add-on package for the statistical environment R to efficiently estimate movement parameters and predict the most probable track from raw light-based geolocations and sea surface temperatures (SST). This package offers an approach to use both types of information in one coherent state-space model and carries out the estimation via the unscented Kalman filter (UKF)