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Innovative Machine Learning in Biodiversity Monitoring
This chapter explores the integration of machine learning techniques in modeling species distribution and biodiversity monitoring. It emphasizes advanced methodologies, including the RTRAN model and transformer applications in ecology, while addressing challenges such as data preparation and model interpretability. The discussion highlights the collaboration with ecologists to enhance data collection and influence conservation efforts amidst climate change.