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Code for: Retreaded tires are an overlooked source of microplastics with distinct additive leaching and ecotoxicity
Summary
Researchers developed a random forest model to rank which chemical additives in retreaded tire wear particle leachate drive the most ecotoxicity, providing a computational tool to pinpoint the key compounds responsible for toxicity observed in associated bioassays.
This code uses a random forest model to rank the contribution of tire wear particle leachate additives to toxicity, identifying key additives that dominate leachate ecotoxicity. It supports data analysis for the study: Retreaded tires are an overlooked source of microplastics with distinct additive leaching and ecotoxicity.