Citizen science (CS) comprises the participation of nonprofessional volunteers in scientific projects or investigations. During the last decades, CS has enabled data collection at unprecedented scales (Dickinson et al., 2012). Among the different types of data collected by citizen scientists, photo observations are an invaluable but underused source of research data (Depauw et al., 2022). Recently, the collection of photos potentially available for ecological research has strongly increased, mainly due to the use of smartphone applications for species identification, such as iNaturalist (inatu ralist.org), Pl@ntNet (plant net.org) or Flora incognita (Mäder et al., 2021). These applications have become widely popular during the last years with more than 12 million downloads for the abovementioned apps alone.