Covering 58 years of crossbill recordings
About the author
Ralph is an ecological scientist at OekoFor in Freiburg, Germany. During his PhD, he focused on crossbill call types in the Palearctic region. He now utilises AI-based methods to analyse sound recordings, works on visualisation of this data, and contributes to the development of advanced techniques for assessing wildlife.