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Machine Learning Reveals Large-scale Impact of Posidonia Oceanica on Mediterranean Sea Water
Feb. 23, 2024, 5:43 a.m. | Celio Trois, Luciana Didonet Del Fabro, Vladimir A. Baulin
cs.LG updates on arXiv.org arxiv.org
Abstract: Posidonia oceanica is a protected endemic seagrass of Mediterranean sea that fosters biodiversity, stores carbon, releases oxygen, and provides habitat to numerous sea organisms. Leveraging augmented research, we collected a comprehensive dataset of 174 features compiled from diverse data sources. Through machine learning analysis, we discovered the existence of a robust correlation between the exact location of P. oceanica and water biogeochemical properties. The model's feature importance, showed that carbon-related variables as net biomass production …
abstract arxiv biodiversity carbon cs.lg data dataset data sources diverse features impact machine machine learning physics.ao-ph releases research scale stores through type water
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