基于堆叠组合模型的区域范围的焦化场周围土壤中的多环芳 (PAH) 暴露风险评估
Weiwei Shi1, Xuepu Ma1, Lingzhi Luo1
1Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences (CAS), Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China.
Journal of hazardous materials
|January 21, 2026
概括
化活动在北京-天津-河北地区严重污染了土壤的多环芳 (PAHs). 整合源强度和大气沉积的新框架改善了风险预测,有助于有针对性的缓解努力.
科学领域:
- 环境科学 环境科学
- 地质化学 地质化学
- 数据科学数据科学数据科学
背景情况:
- 工业是土壤多环芳的主要来源,影响北京-天津-河北地区.
- 正确的,高分辨率的风险评估受到缺乏源明确数据的传统模型的阻碍.
研究的目的:
- 使用源明确驱动因素,为土壤PAHs制定区域风险测绘框架.
- 提高PAH暴露风险评估的准确性和可转移性.
主要方法:
- 整合焦化企业的源强度 (SBI) 和模拟的大气沉积流量 (CPES) 成为一个堆叠的整体学习管道.
- 通过20家焦炭厂的320个土壤样本进行了模型的培训和验证.
- 应用了优化的模型来预测130个焦化场的3公里缓冲区内的PAHs.
主要成果:
- 将SBI和CPES纳入模型改进了模型性能 (R2从0.41降至0.63) 和准确性 (RMSE从0.42降至0.33).
- 主要预测因素包括距离地点的距离,大气沉积和NDVI.
- 运营工厂的PAH平均值高于关闭工厂;关闭工厂仍然超过了背景水平.
结论:
- 源意识框架提高了区域PAH暴露风险评估的准确性和可转移性.
- 绿化举措 (增加NDVI) 显示,预测的PAH和受污染区域显著减少.
- 该框架支持工业点源的分层,与现场相邻的分区和减缓策略.
相关概念视频
Aromatic Hydrocarbon Anions: Structural Overview
3.6K
Neutral hydrocarbons like cyclopentadiene with an odd number of carbon atoms and one intervening CH2 group in the ring are not aromatic. Cyclopentadiene with 4 π electrons does not satisfy the 4n + 2 π electron rule. Additionally, the intervening CH2 group is sp3 hybridized and lacks a vacant p orbital, thereby interrupting the overlap of p orbitals in a continuous manner and preventing the delocalization of π electrons throughout the ring.
Due to the absence of continuous...
Due to the absence of continuous...
3.6K
Aromatic Hydrocarbon Cations: Structural Overview
3.6K
Cycloheptatriene is a neutral monocyclic unsaturated hydrocarbon that consists of an odd number of carbon atoms and an intervening sp3 carbon in the ring. The three double bonds in the ring correspond to 6 π electrons, which is a Huckel number, and therefore satisfies the criteria of 4n + 2 π electrons. However, the intervening sp3 carbon disrupts the continuous overlap of p orbitals. As a result, cycloheptatriene is not aromatic.
Removing one hydrogen from the intervening CH2 group...
Removing one hydrogen from the intervening CH2 group...
3.6K
Pulse Assessment Sites
2.6K
Pulse assessment sites are crucial in evaluating a patient's cardiovascular health. By assessing the pulsations of arteries at specific anatomical locations, healthcare professionals can gather valuable information about blood flow, heart rate, and peripheral circulation. Understanding these pulse assessment sites is essential for conducting comprehensive cardiovascular evaluations and monitoring patients' overall health. These sites are strategically chosen due to the accessibility and...
2.6K
Conserved Binding Sites
5.0K
Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
5.0K
The Soil Ecosystem
24.6K
Plants obtain inorganic minerals and water from the soil, which acts as a natural medium for land plants. The composition and quality of soil depend not only on the chemical constituents but also on the presence of living organisms. In general, soils contain three major components:
24.6K
Ligand Binding Sites
14.9K
Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
14.9K


