Challenges in identifying pollutants include the vast number of chemicals in use, the complexity of environmental matrices, and the need for sensitive and specific analytical methods. Additionally, emerging pollutants and mixtures of chemicals pose significant challenges, requiring ongoing research and technological advancements.