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Martina Calovi from Pennsylvania State University used a three-year survey of Pennsylvania beekeepers to assess drivers of overwintering mortality in managed honey bee colonies. A Random Forest model predicted survival with 73.3% accuracy for colonies and 65.7% for apiaries, with growing degree days being the most important predictor. The study produced a composite map of long-term survival probability for Pennsylvania from 1981 to 2019.
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