马达加斯加西南部的传统土地使用是生态功能不可或缺的一部分
Dylan S Davis1,2, George Manahira3, Bram Tucker4
1Columbia Climate School, Columbia University, New York, NY, USA. ddavis17@binghamton.edu.
Scientific reports
|August 24, 2025
概括
通过卫星图像和机器学习识别的历史土地使用实践与生态系统功能有正相关性. 了解过去人类活动对于解决马达加斯加和全球当前的生态退化至关重要.
科学领域:
- 生态科学
- 考古学
- 遥感技术
背景情况:
- 了解历史的土地使用是生态生产力和性的关键.
- 从历史数据中区分过去的土地使用活动是一个重大挑战.
研究的目的:
- 展示多谱卫星图像和机器学习如何识别过去的人类生存策略.
- 分析马达加斯加西南部历史土地利用方式与生态系统功能之间的关系.
主要方法:
- 使用多光谱卫星图像.
- 应用机器学习算法.
- 分析考古和历史数据.
主要成果:
- 成功确定了人类过去的不同土地利用生存策略.
- 在马达加斯加西南部沿海地区,
- 质疑人类土地使用只会降低生态系统的概念,强调长期的积极影响.
结论:
- 历史上的土地使用方式对当今的生态系统功能有很大影响.
- 马达加斯加和全球的未来保护工作必须整合历史的土地使用考虑.
- 多光谱卫星图像和机器学习为重建过去人类与环境的互动提供了强大的工具,并为生态管理提供了信息.
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