MIT Open Access Articles: Recent submissions
Now showing items 235-237 of 55784
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Identifying Climate Patterns Using Clustering Autoencoder Techniques
(American Meteorological Society, 2024-07-01)The complexity of growing spatiotemporal resolution of climate simulations produces a variety of climate patterns under different projection scenarios. This paper proposes a new data-driven climate classification workflow ... -
Machine Learning Approach for Spatiotemporal Multivariate Optimization of Environmental Monitoring Sensor Locations
(American Meteorological Society, 2024-10-01)Long-term environmental monitoring is critical for managing the soil and groundwater at contaminated sites. Recent improvements in state-of-the-art sensor technology, communication networks, and artificial intelligence ... -
Subseasonal Prediction of Central European Summer Heatwaves with Linear and Random Forest Machine Learning Models
(American Meteorological Society, 2023-04-01)Heatwaves are extreme near-surface temperature events that can have substantial impacts on ecosystems and society. Early warning systems help to reduce these impacts by helping communities prepare for hazardous climate-related ...
