Species Encounter Modeling
Mélisande discusses the importance of habitat scale in species data analysis and the unique approach of predicting species encounter rates as probabilities rather than binary outcomes. She highlights the effectiveness of the Resnet 18 architecture initialized with ImageNet weights, revealing that models trained on aerial imagery did not transfer well to satellite data due to differences in resolution and sensing methods.In this clip
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