Data Science and AI Chart a Course for the Blue Economy
A new special collection in the International Journal of Data Science and Analytics highlights the transformative role of data science and artificial intelligence in marine science and the sustainable blue economy. This editorial outlines how data-driven and AI-enabled approaches are advancing critical areas such as marine research, operational ocean monitoring, and evidence-based decision-making. The collection demonstrates the practical application of machine learning, data mining, and predictive modeling to complex environmental datasets, offering a roadmap for leveraging big data analytics to support ocean health and economic activities.
Study Significance: For data scientists and analysts, this work underscores the expanding application of core competencies—like exploratory data analysis, time series forecasting, and model deployment—to high-impact environmental domains. It signals a growing niche where skills in data engineering, cloud computing, and MLOps can be directed toward solving pressing global challenges, opening new avenues for interdisciplinary projects focused on sustainability and data governance.
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