Automatic detection of migrating soaring bird flocks using weather radars by deep learning

Automatic detection of migrating soaring bird flocks using weather radars by deep learning

Abstract The use of weather radars to detect and distinguish between different biological patterns greatly improves our understanding of aeroecology and its consequences for our lives. Importantly, it allows us to quantify passerine bird migration at different scales. Yet, no algorithm to detect soa...

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Bibliographic Details
Main Authors: Inbal Schekler, Tamir Nave, Ilan Shimshoni, Nir Sapir
Format: Article
Language:English
Published: Wiley 2023-08-01
Series:Methods in Ecology and Evolution
Subjects:
bird migration
convolutional neural networks
deep learning
flight safety
soaring birds
U‐Net
Online Access:https://doi.org/10.1111/2041-210X.14161

Internet

https://doi.org/10.1111/2041-210X.14161

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