Forecasting environmental hazards is critical in preventing or building resilience to their impacts on human communities and ecosystems. Environmental data science is an emerging field that can be harnessed for forecasting, yet more work is needed to develop methodologies that can leverage increasingly large and complex data sets for decision support. Here, we design a data-driven framework that can, for the first time, forecast bacterial standard exceedances at marine beaches with 3 days lead time.
View Article and Find Full Text PDFObjective: To promote equity in the Alpha Omega Alpha Honor Medical Society (AOA) selection process, clear and timely communication of eligibility criteria is needed. Herein, the authors describe and assess the effectiveness of a novel method for improving transparency in the AOA selection process while also teaching students key professional development skills.
Methods: The authors hosted curriculum vitae (CV) workshops for interested medical students.