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physics.data-an2025
Setting the Standard: Recommended Practices for Data Preprocessing in Data-Driven Climate Prediction
Jason C. Furtado, Maria J. Molina, Marybeth C. Arcodia +12
Artificial intelligence (AI) - and specifically machine learning (ML) - applications for climate prediction across timescales are proliferating quickly. The emergence of these meth…
cs.LG2025★ 2 cited
Unveiling 3D Ocean Biogeochemical Provinces in the North Atlantic: A Systematic Comparison and Validation of Clustering Methods
Yvonne Jenniges, Maike Sonnewald, Sebastian Maneth +2
Defining ocean regions and water masses helps to understand marine processes and can serve downstream tasks such as defining marine protected areas. However, such definitions often…