Exploring Anthropogenic change through an AI lens
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Humans are vastly modifying the earth system, with identifiable impacts across the land surface, ocean and atmosphere. This AI for Good Discovery explores three applications of how explainable AI (XAI) techniques can help us visualize and quantify these changes over time. First, we will demonstrate how we can utilize XAI methods to quantify the footprint of human activity across the global land surface in near-real time. Second, we will demonstrate the utility of XAI for extracting forced climate patterns through time amidst a sea of climate noise and model disagreement. Third, we will show how XAI can help us better understand and predict temporal variations in decadal warming trends. Learn how viewing our climate through an AI lens has the power to uncover new insights into anthropogenic change – allowing scientists to ask ‘why?’ but now with the power of machine learning.
This live event includes a 30-minute networking event hosted on the AI for Good Neural Network. This is your opportunity to ask questions, interact with the panelists and participants and build connections with the AI for Good community.