在COVID-19大流行期间评估里海的甲基变异
Razi Sheikholeslami1, Pooria Ghorbani2,3
1Department of Civil Engineering, Sharif University of Technology, Azadi Ave, P.O. Box 1458889694, Tehran, Iran. razi.sheikholeslami@sharif.edu.
概括
由于COVID-19的封锁,里海的水质得到了改善,甲菌减少了22%. 这一发现为政策提供了机会,以制沿海污染并有效地管理人为压力.
科学领域:
- 环境科学 环境科学
- 海洋生物学 海洋生物学
- 遥感 遥感 遥感 遥感
背景情况:
- 随着COVID-19的流行,人类活动发生了重大变化,导致了显著的环境变化.
- 沿海水质是海洋生态系统健康和人类影响的关键指标.
研究的目的:
- 评估COVID-19封锁措施对里海沿海水质的影响,特别是沿伊朗海岸线.
- 量化甲度的变化作为水质指标,在封锁期间.
主要方法:
- 利用了2015年至2023年间的MODIS-AQUA卫星图像中的-a数据.
- 采用单元光谱分析用于时间趋势分析和长短期记忆网络用于预测建模.
- 进行空间分析,以评估水质变化的程度和规模.
主要成果:
- 观察到沿海叶绿素a度下降22%,从3.2到2.5毫克/m3.
- 据估计,在2020-2023年期间,如果没有封锁,甲水平将高出20%.
- 空间分析表明,在研究的沿海地区中,98%的叶绿素减少了18%.
结论:
- 在COVID-19封锁期间,里海沿海水质有了显著的改善.
- 调查结果强调了有针对性的法规和行政决策的潜力,以减轻沿海污染.
- 这项研究强调了减少人为压力在提高海水质量的有效性.
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