Periodate-based oxidation focusing on activation, multivariate-controlled performance and mechanisms for water treatment and purification

•The current status and prospective of PI-based processes are reviewed.•Operational factors influencing the reaction efficiency are discussed and summarized.•Radical and non-radical mechanisms both contribute to PI-based oxidation processes.•Knowledge gaps and research needs of PI-based processes are proposed.