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DOI | 10.1029/2020JC016808 |
Evidencing the Impact of Climate Change on the Phytoplankton Community of the Mediterranean Sea Through a Bioregionalization Approach | |
El Hourany R.; Mejia C.; Faour G.; Crépon M.; Thiria S. | |
发表日期 | 2021 |
ISSN | 21699275 |
卷号 | 126期号:4 |
英文摘要 | We revisited the partitioning of the Mediterranean Sea into bioregions by processing satellite Sea Surface Temperature (SST) and Chlorophyll-a concentration (Chla) from ocean color observations combined with Argo mixed-layer depth for a period ranging from 2003 up to 2020. This regionalization was performed using an innovative classification based on self-organizing maps, the so-called 2S-SOM. We clustered the Mediterranean Sea waters into seven bioregions governed by specific physical and biogeochemical characteristics. We studied the interannual variability of these bioregions over the 18 years. We showed that the temperature is increasing with a mean rate of 0.4°C per decade. The chlorophyll-a concentration is quasi constant, but we evidenced a noticeable change in satellite-derived phytoplankton communities: Diatoms concentration is decreasing while cyanobacteria concentration is increasing. The bioregion trends could be related to global warming. The whole Mediterranean Sea is shifting to an eastern Mediterranean state. © 2021. American Geophysical Union. All Rights Reserved. |
英文关键词 | Bioregionalization; climate change; machine learning; Mediterranean Sea; oceancolour; phytoplankton community |
语种 | 英语 |
来源期刊 | Journal of Geophysical Research: Oceans
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文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/186389 |
作者单位 | Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Paris, France; LOCEAN-IPSL, Paris, France; National Center for Remote Sensing, CNRS-L, Beirut, Lebanon; OVSQ, UVSQ, Versailles, France |
推荐引用方式 GB/T 7714 | El Hourany R.,Mejia C.,Faour G.,et al. Evidencing the Impact of Climate Change on the Phytoplankton Community of the Mediterranean Sea Through a Bioregionalization Approach[J],2021,126(4). |
APA | El Hourany R.,Mejia C.,Faour G.,Crépon M.,&Thiria S..(2021).Evidencing the Impact of Climate Change on the Phytoplankton Community of the Mediterranean Sea Through a Bioregionalization Approach.Journal of Geophysical Research: Oceans,126(4). |
MLA | El Hourany R.,et al."Evidencing the Impact of Climate Change on the Phytoplankton Community of the Mediterranean Sea Through a Bioregionalization Approach".Journal of Geophysical Research: Oceans 126.4(2021). |
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