USING GEOLOCATOR TRACKING DATA AND RINGING ARCHIVES TO VALIDATE CITIZEN-SCIENCE BASED SEASONAL PREDICTIONS OF BIRD DISTRIBUTION IN A DATA-POOR REGION

Using geolocator tracking data and ringing archives to validate citizen-science based seasonal predictions of bird distribution in a data-poor region

Unstructured citizen-science data are increasingly used for analysing the abundance and distribution of species.Here we test the usefulness of such data to predict the seasonal distribution of migratory songbirds, and to analyse patterns of migratory connectivity.We used bird occurrence data from eBird, one of the largest global citizen science dat

read more


Surgical Gesture Recognition in Laparoscopic Tasks Based on the Transformer Network and Self-Supervised Learning

In this study, we propose a deep learning framework and a self-supervision scheme for video-based surgical gesture recognition.The proposed framework is modular.First, a 3D convolutional network extracts feature vectors from video clips for encoding spatial and short-term temporal features.Second, the feature vectors are fed into a The Last Knight

read more