TY - JOUR T1 - Designing safe and potent herbicides with the cropCSM online resource JF - bioRxiv DO - 10.1101/2020.11.01.364240 SP - 2020.11.01.364240 AU - Douglas E. V. Pires AU - Keith A. Stubbs AU - Joshua S. Mylne AU - David B. Ascher Y1 - 2020/01/01 UR - http://biorxiv.org/content/early/2020/11/02/2020.11.01.364240.abstract N2 - Herbicides have revolutionised weed management, increased crop yields and improved profitability allowing for an increase in worldwide food security. Their widespread use, however, has also led to not only a rise in resistance but also concerns about their environmental impact. To help identify new, potent, non-toxic and environmentally safe herbicides we have employed interpretable predictive models to develop the online tool cropCSM (http://biosig.unimelb.edu.au/crop_csm).Competing Interest StatementThe authors have declared no competing interest. ER -