卫星地图显示海上有大量的工业活动
Fernando S Paolo1, David Kroodsma2, Jennifer Raynor3
1Global Fishing Watch, Washington, DC, USA. fernando@globalfishingwatch.org.
Nature
|January 3, 2024
概括
许多海上工业捕鱼和航运活动缺乏公众追踪,特别是在非洲和亚洲附近. 在COVID-19期间,全球渔业减少,而运输和能源活动保持稳定.
科学领域:
- 海洋科学
- 海洋学
- 海事事务
背景情况:
- 海洋对全球粮食,能源和贸易至关重要.
- 人类在海上的活动至关重要,
- 准确地绘制海上运营的地图对于可持续的海洋管理至关重要.
研究的目的:
- 绘制全球工业船舶活动和海上能源基础设施.
- 量化未记录的海上活动的范围.
- 分析COVID-19大流行对海洋产业的影响.
主要方法:
- 整合卫星图像和船舶GPS数据
- 应用深度学习模型进行活动映射.
- 2017年至2021年的海上数据分析.
主要成果:
- 72-76%的工业渔船和21-30%的运输/能源船只没有公开跟踪.
- 在南亚,东南亚和非洲附近有大量未被记录的捕鱼活动.
- 全球渔业在COVID-19期间下降了12%,恢复缓慢;运输/能源部门没有受到影响.
- 海上风能基础设施迅速增长,到2021年超过了石油结构.
结论:
- 很大一部分工业海事活动在公共追踪系统之外进行.
- COVID-19 疫情对海洋产业产生了不同的影响.
- 这项研究提供了海洋工业化的全面地图,强调了人类在海洋活动中的关键变化.
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