基于大数据分析的雾霾污染预测研究

对雾霾的监控预测已成为城市重点监测指标,传统雾霾监测方法使用的是高斯预测模型,在预测过程中会使用大量的参数以及逻辑关系,在大数据分析的趋势下已经不能承接海量相关大数据,针对上述问题,提出一种基于大数据分析的雾霾污染预测方法.建立数据K模型承接海量数据,对大数据特点趋势加以分析,使用组合算子对雾霾污染度预测,摒弃逻辑关系束缚以及大数据的驱使性,对特征数据进行类别掌控完成预测结果.通过对比实验的方式对提出的方法进行检验,实验结果表明:(1)基于大数据分析的雾霾污染预测方法能够在大数据环境下对雾霾污染度进行高精度预测;(2)与传统方法相比较能够承接大数据的变化;(3)摒弃逻辑关系的制约可以实现随时预测;(4)极大的缩减预测成本.     

富里酸存在条件下铜对普通小球藻光合作用与细胞生理的影响

为探究富里酸存在条件下,铜对普通小球藻光合作用与细胞生理的影响,对普通小球藻进行富里酸及铜的复合暴露,检测相关的光合作用及细胞生理指标,并与单独暴露富里酸的普通小球藻指标水平进行比较分析.结果表明,铜的加入会影响藻细胞的光合作用,增加细胞膜通透性,使藻细胞体积增大,并导致藻细胞的死亡.富里酸可以明显减弱铜的毒性,减少藻细胞的死亡.随富里酸浓度升高,藻细胞死亡率呈下降趋势;高浓度的富里酸(74.5 mg·L~(-1)和119.2 mg·L~(-1))可以明显减弱铜对藻细胞体积增大的作用,低浓度的富里酸(20 mg·L~(-1)和54 mg·L~(-1))无明显影响.富里酸单独作用能够增强普通小球藻的光合作用,增加藻细胞的细胞膜通透性,但不具有致死性.     

新型消防员隔热防护服外层面料结构及加工

本文描述了一种新型消防员隔热防护服的外层面料。面料的结构由铝箔、聚酯膜和基布组成。通过对铝箔复合、涂胶等加工方法的摸索试验,试制了新型消防员隔热防护服的外层面料。     

镧、铈、钕对小鼠肝细胞核的氧化损伤作用

轻稀土元素进入生物体后主要累积于肝脏,进入肝细胞,分布于细胞核上.为探讨轻稀土元素对小鼠肝细胞核的氧化损伤作用,选用5周龄雄性封闭群(ICR)小鼠灌喂10、20和40 mg·kg-1的稀土元素镧(La)、铈(Ce)和钕(Nd),6周后测定小鼠肝细胞核中超氧化物岐化酶(SOD)、过氧化氢酶(CAT)和谷胱甘肽过氧化物酶(...     

Accumulation and remobilization of metals in superficial sediments in Tianjin, China

The concentrations of Cr, Ni, Cu, Zn, Cd, and Pb in superficial sediment samples collected from three representative sites (Yuqiao Reservoir, Haihe River, and Haihe River Estuary) in Tianjin, North China, were analyzed using various single extraction and sequential extraction procedures to determine their remobilization, extractability, and distribution patterns. Sediments from the Haihe River had higher metal concentrations and geo-accumulation indices, especially for Cd and Zn, than sediments from the other two sites, suggesting that the Haihe River has been heavily influenced by anthropogenic activities. In addition, over 31% and 28.2% of the total Cd in the Haihe River and the Yuqiao Reservoir, respectively, and 18.2% of the total Zn in the Haihe River were found to be associated with the exchangeable form, indicating the significant remobilization of Cd and Zn when compared with Cr and Ni. However, over 98% of the Ni and 78% of the Cr were most closely associated with the residue and oxidizable fractions, which resulted in their becoming environmentally immobile. Based on the Environmental Protection Agency method 3050B, Cd and Zn had the greatest extraction efficiency when a single extraction procedure using 0.5-mol L^???1 HCl, 0.43-mol L^???1 HAcO, and 0.05-mol L^???1 ethylene-diamine-tetra-acetic acid was conducted, with extraction yields of up to 72%, 68%, and 56% for Cd and 50%, 49%, and 29% for Zn, respectively, being obtained for the Haihe River sediments. This was followed by the yields of Cu and Pb and, finally, those of unpolluted metals such as Cr and Ni. HCl and acetic acid extraction provided equivalent information for predicting Cd and Zn mobility in the sediments studied and produced suitable results for quick screening.     

Distribution and ecotoxicological significance of trace element contamination in a ~150 yr record of sediments in Lake Chaohu, Eastern China

This paper presents the concentrations, vertical profiles and possible sources of selected major and trace elements in a sediment core covering ～150 years of sedimentation in Lake Chaohu, eastern China. Element concentrations were measured by portable X-ray Fluorescence Spectroscopy (XRF) and were used to evaluate possible environmental consequences of the recent industrialization in China. Statistical analyses identify four groups: (1) organic carbon (OC), total nitrogen (TN), Pb, Zn, and As associated with the use of chemical fertilizers and pesticides; (2) Mn, Cr, Ni and Cu from industrial and mining activities; (3) Fe, Rb, K, Co, Ti and Ca influenced by post-depositional processes and land exploitation; and (4) Zr and Sr from the soil. The vertical profiles of elements placed in the first two groups show distinct increases in concentrations above depths of 20 cm (~1978), coincident with the timing of industrialization in China, and the anthropogenic-derived fluxes are higher than the lithogenic-derived fluxes over the last three decades. With the exception of Zr and Sr, association of the measured metals with organic carbon and nitrogen suggests that organic matter may act as a carrier phase. The geoaccumulation index (I(geo)) reveals increased contamination from elements in the first two groups in recent years. Element concentrations, compared with the Effects Range-Low (ERL) and Effects Range-Median (ERM) levels set by NOAA, suggest that adverse biological effects from Ni contamination are very likely.     

Surfactant-assisted adsorption of uranyl ions in aqueous solution on TiO2/polythiophene nanocomposite

In this work, hexadecyltrimethylammonium-bromide (HTAB)-modified polythiophene (PTh)/TiO₂ nanocomposite (HTAB/PTh/TiO₂) was applied to remove uranyl ions (UO₂²⁺). FT-IR, XRD, ζ potential, TGA, SEM, and XPS were utilized to obtain the chemical and physical properties of HTAB/PTh/TiO₂. The effects of HTAB content, preparation temperature, and adsorption conditions on UO₂²⁺ removal were investigated comprehensively. And the UO₂²⁺ adsorption process on HTAB/PTh/TiO₂ was fitted to the Sips model with a saturated adsorption capacity of 234.74 mg/g, which was 6 times over TiO₂. The results suggested that the surfactant of HTAB can significantly improve the adsorption ability of TiO₂ for UO₂²⁺ ions. This work provides a strategy of surfactant modification for enhancing the separation and recovery ability of adsorbent toward UO₂²⁺ in the radioactive wastewater.

     

Hydrodynamics and water quality of the Hongze Lake in response to human activities

Environmental Science and Pollution Research - The hydrodynamics and water quality of a lake in response to human activities is an important yet poorly understood issue. In this study, the...     

Life cycle and economic assessment of enhanced ecological floating beds applied water purification

Environmental Science and Pollution Research - The ecological floating beds (EFB) are widely used in water quality restoration because of its low cost, high efficiency, and green characteristics....