通过卫星遥感监测人工草扩张的挑战
Merry Crowson1,2, Jake Williams1,3, James Sharma1
1Institute of Zoology, Zoological Society of London, Regent's Park, London, NW1 4RY, UK.
Environmental monitoring and assessment
|May 28, 2024
概括
在城市中绘制人工草的地图是具有挑战性的. 标准的卫星遥感方法难以检测人工草,影响城市生态系统服务,并强调需要新的监测方法.
科学领域:
- 城市生态城市生态学
- 遥感 遥感 遥感 遥感
- 环境监测 环境监测
背景情况:
- 城市绿地对生物多样性和气候适应性至关重要.
- 转换为人造草减少了城市生态系统的基本服务.
- 缺乏可靠的卫星遥感方法来绘制人工草扩张的地图.
研究的目的:
- 评估监督分类方法的有效性,使用非常高分辨率的多光谱卫星图像来绘制英国城市人工草的地图.
- 确定当前遥感技术在检测各种规模的人造草方面的局限性.
主要方法:
- 利用了非常高分辨率的多光谱卫星图像.
- 应用经典,开源,监督分类方法 (基于对象和基于像素).
- 专注于在典型的英国城市环境中绘制人工草.
主要成果:
- 基于对象和基于像素的分类方法在可靠检测人工草方面表现不佳.
- 检测准确度对于大面积的人工草的小面积相比,对于大面积的人工草的小面积没有明显改善.
- 该研究确定了使用当前标准方法准确地绘制人工草扩张的重大挑战.
结论:
- 已建立的卫星遥感方法不足以可靠地在规模上检测和绘制人工草.
- 糟糕的表现凸显出迫切需要开发新的,可访问的方法来监测城市人造草.
- 有效的监测对于理解和减轻对城市生态系统服务和人类福祉的影响至关重要.
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