Chao Long

From pixels to conservation: Deep learning for automated monitoring of rare and endangered wildlife

This review systematically analyzes 159 wildlife monitoring studies (2014-2026) across four technical domains, identifying critical research gaps and emerging opportunities in foundation model adaptation, multimodal learning, spatiotemporal modeling, and edge deployment.