MIT Open Access Articles: Recent submissions

Now showing items 4-6 of 55554

    • The Imminent Data Desert: The Future of Stratospheric Monitoring in a Rapidly Changing World 

      Salawitch, Ross J; Smith, Jessica B; Selkirk, Henry; Wargan, Krzysztof; Chipperfield, Martyn P; e.a. (American Meteorological Society, 2025-03-01)
      The Atmospheric Chemistry Experiment–Fourier Transform Spectrometer (ACE-FTS) on SCISAT-1 and Microwave Limb Sounder (MLS) on NASA’s Aura satellite have contributed significantly to understanding the impacts of human ...

    • Identifying Climate Patterns Using Clustering Autoencoder Techniques 

      Kurihana, Takuya; Mastilovic, Ilijana; Wang, Lijing; Meray, Aurelien; Praveen, Satyarth; e.a. (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 

      Siddiquee, Masudur R; Meray, Aurelien O; Xu, Zexuan; Gonzalez-Raymat, Hansell; Danielson, Thomas; e.a. (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 ...