Ocean forecasting Unveiling the Ocean's Secrets: How Interpretable AI Forecasts Marine Heatwaves Explore OceanCBM, a pioneering Concept Bottleneck Model for ocean forecasting that reveals the physical drivers behind marine heatwaves, balancing predictive skill with mechanistic interpretability for critical climate insights.
N2O emissions Unlocking Hidden Insights: AI Soft Sensors for Interpretable N2O Emissions in Wastewater Treatment Explore how AI-powered soft sensors enhance understanding of spatially variable N2O emissions in wastewater treatment, offering clearer insights for environmental compliance and operational efficiency.
Arctic sea ice forecasting AI Unlocks Long-Range Daily Arctic Sea Ice Forecasts: A Deep Learning Breakthrough Explore IceBench-S2S, a groundbreaking benchmark for deep learning models that deliver challenging subseasonal-to-seasonal daily Arctic sea ice forecasts in deep latent space, enabling critical planning and climate insight.
Mangrove segmentation Revolutionizing Mangrove Monitoring: Introducing MANGO, a Global AI Dataset for Conservation Discover MANGO, a new global dataset of 42,703 image-mask pairs from 124 countries, powering AI for precise, real-time mangrove segmentation and conservation efforts.
