在卫生垃圾填埋场的干旱和雨季期间,在液,基线和地表水中的物理化学参数行为的可视化
George Obinna Akuaka1, Hazzeman Haris2, Vine Nwabuisi Madukpe3
1School of Biological Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia.
Environmental monitoring and assessment
|April 11, 2025
概括
一个拓数据分析工具Ball Mapper揭示了垃圾填埋场液和周围水的隐藏关系. 这种方法有助于环境监测,通过识别传统聚类遗漏的污染模式.
科学领域:
- 环境科学 环境科学
- 数据分析 数据分析
- 地质化学 地质化学
背景情况:
- 垃圾填埋场液由于其复杂的组成和迁移潜力,造成了重大环境风险.
- 了解漏水和周围水体之间的相互作用对于有效的污染监测至关重要.
研究的目的:
- 通过拓数据分析,探索垃圾填埋场液,地表水和基线液中物理化学参数之间的隐藏关系.
- 评估Ball Mapper作为环境污染监测工具的实用性.
主要方法:
- 使用Ball Mapper,一个拓数据分析工具,可视化参数关系.
- 雇佣了斯皮尔曼相关性来验证Ball Mapper的发现.
- 分析了不同季节的液,地表水和基线液中的物理化学参数.
主要成果:
- 球地图器确定了参数之间的行为相似性和隐藏的相互联系.
- 斯皮尔曼相关性表明基线/地表水和液之间的线性关系很弱,除了特定参数 (PO43−,SO42−,TSS,pH) 的例外.
- 季节性降水影响了水,但工程障碍减轻了迁移影响.
结论:
- 球地图器是一个有价值的工具,用于发现传统方法可能忽略的环境数据中的复杂模式.
- 拓数据分析为改善垃圾填埋污水和环境污染监测提供了新的见解.
- 工程垃圾填埋障碍物有效地控制了液迁移和环境影响.
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