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Editorial
Publisher: American Meteorological Society
The History and Practice of AI in the Environmental Sciences
Publisher: American Meteorological Society
Abstract: Artificial intelligence (AI) and machine learning (ML) have become important tools for environmental scientists and engineers, both in research and in applications. Although these methods have become quite popular in recent ...
Challenges and Benchmark Datasets for Machine Learning in the Atmospheric Sciences: Definition, Status, and Outlook
Publisher: American Meteorological Society
Abstract: Benchmark datasets and benchmark problems have been a key aspect for the success of modern machine learning applications in many scientific domains. Consequently, an active discussion about benchmarks for applications of ...
A Machine Learning Tutorial for Operational Meteorology. Part I: Traditional Machine Learning
Publisher: American Meteorological Society
Abstract: Recently, the use of machine learning in meteorology has increased greatly. While many machine learning methods are not new, university classes on machine learning are largely unavailable to meteorology students and are ...