Adaptive Modeling of Dissolved Oxygen Dynamics in North Temperate Lakes

The core message of this article is that the proposed Nature-Guided Cognitive Evolution (NGCE) strategy can effectively predict dissolved oxygen (DO) concentrations in diverse north temperate lakes by adaptively selecting relevant features and their interactions through a multi-population cognitive evolutionary search.