The paper reports 85% average accuracy for bird presence prediction using ResNet on satellite imagery and random forests on climate data, but the evaluation is undermined by synthetic absence labels and missing uncertainty.
J., and Guillera- Arroita, G
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Modeling Habitat Shifts: Integrating Convolutional Neural Networks and Tabular Data for Species Migration Prediction
The paper reports 85% average accuracy for bird presence prediction using ResNet on satellite imagery and random forests on climate data, but the evaluation is undermined by synthetic absence labels and missing uncertainty.