一种基于离散观测的方法来估计微生物生长和化乙烯在地下水中的生物转化
Moye Luo1, Shaohua Cao2, Chenghua Xu3
1Department of Environmental Science and Engineering, School of Energy and Environment, Southeast University, Nanjing, Jiangsu, 210096, China; State Environmental Protection Key Laboratory of Soil Environmental Management and Pollution Control, Nanjing Institute of Environmental Sciences, Ministry of Ecology and Environment of China, Nanjing, Jiangsu, 210042, China.
Environmental pollution (Barking, Essex : 1987)
|June 7, 2024
概括
一个新的动力模型通过模拟微生物生长和乙烯降解来增强地下水生物修复. 这种方法可以在更少的数据中提高建模准确性,有助于清理受污染的现场.
科学领域:
- 环境科学 环境科学
- 环境工程环境工程
- 微生物生态学 微生物生态学
背景情况:
- 乙烯 (CEs) 污染地下水需要有效的生物修复策略.
- 现有的模型在环境约束下不充分代表微生物代谢过程.
研究的目的:
- 开发一种新的动力模型来模拟CE污染地下水中的微生物生长和基质相互作用.
- 提高生物修复建模的准确性和数据效率.
主要方法:
- 整合了后勤模型和双单元动力学来表示微生物生长和基质生物利用性.
- 引入了有效的特定增长率 (μeff) 和实际自我限制系数 (keff,sl),以简化参数.
- 开发了一种使用准牛顿算法的参数估计方法.
主要成果:
- 成功模拟了微生物生长和PCE在地下水中的顺序生物降解 (E < 0.3).
- 为了准确的建模,已证明对观测数据的要求有所降低.
- 强调了监测持续时间和采样时间表对参数估计准确性的影响.
结论:
- 拟议的动力模型为微生物生长限制提供了新的见解,原因是基板和环境因素.
- 该模型在实际的乙烯污染现场整治中显示出应用的希望.
- 优化的监测策略对于生物修复研究中可靠的参数估计至关重要.
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