This article discusses the potential of artificial intelligence, specifically machine learning and deep learning, in overcoming challenges in remote sensing data processing. It also highlights the recent advances in remote sensing and the role of AI in improving accuracy and reliability. The article also introduces a special issue on advanced machine learning and deep learning techniques for remote sensing data analysis, inviting submissions of both theoretical and applicative nature.
