一种紫外-可见光谱检测水质COD预测模型优化方法

针对紫外-可见光谱法检测水质COD预测模型的精度低和收敛速度慢等问题,研究了一种基于粒子群算法联合最小二乘支持向量机(PSO_LSSVM)的水质检测COD预测模型优化方法,并引入主元分析(PCA)算法对模型输入光谱数据进行降维预处理,借以提高模型的收敛速度.结果表明,利用粒子群(PSO)算法收敛速度快和全局优化能力,优化了最小二乘支持向量机(LSSVM)模型的惩罚因子和核函数参数,避免了人为选择参数的盲目性,克服了传统LSSVM预测模型的精度较低、稳健性较差等缺点.通过以收敛时间、预测平均相对误差(MRE)和均方根误差(RMSE)为评价标准进行评估,输入样本经过PCA降维预处理的PSO_LSSVM模型的预测能力和输入样本未经过降维预处理的LSSVM模型与PSO_LSSVM模型进行了比较分析,输入样本经过PCA降维预处理的PSO_LSSVM模型预测效果最优,且此算法使用C语言实现,易于移植,这为紫外-可见光谱水质COD在线、实时性检测奠定了基础.     

白洋淀典型水域COD的组成及各组分贡献

化学需氧量（COD）是我国评估有机耗氧污染的关键指标,为探究白洋淀湖心区和沼泽区天然水体COD构成组分,通过物理连续分级和三维荧光等方法揭示水体中的耗氧有机物质主要组成、来源和影响因素.结果表明,白洋淀COD主要由类蛋白质和类腐殖质溶解性有机物质贡献（59%~93%）,无机物（如Cl^-和NO₃^-等）对COD产生的贡献甚微,可忽略不计;上覆水有机物主要受内生植被降解、沉积物释放［TOC释放通量1.55~2.28 mg ·（m² ·d）^-1］等内源［生物源指数（BIX）>0.8］和人为污染、芦苇台田等陆源的共同影响（1.4<荧光指数（FI）<1.9）,沉积物有机质以陆源（芦苇台田）为主.研究水域COD的组分主要受难生化降解有机物质（RDOC）控制,RDOC在天然环境中降解周期较长,重铬酸钾法会在短时间内迅速氧化大部分RDOC,因此高估了水体的有机耗氧污染水平.     

The implications of planting mode on cadmium uptake and remobilization in rice: Field experiments across growth stages

•Direct seeding (DS) method led to more distributed Cd in aerial parts of rice. •The Cd content was significantly higher in brown rice with planting mode of DS. •Using DS lessened the Fe plaque covering the root surface in all growth stages. •Transplantation mode should be considered as a priority in Cd-contaminated areas. Global rice production practices have gradually changed from a reliance on transplanting to direct seeding. Yet how this shift may alter cadmium (Cd) accumulation in rice is poorly known. Here we conducted field experiments with two rice genotypes cultivars that were planted using three methods: via direct seeding (DS), seedling throwing (ST), and manual transplanting (MT). Rice samples were collected during four growth stages. The formation and distribution of iron plaque were analyzed using DCB (dithionite-citrate-bicarbonate) extractions and observed under micro-XRF (micro X-ray fluorescence). The results revealed that, in each growth stage, DS rice was more apt to harbor Cd distributed in the plant’s aerial parts, and the Cd concentration of brown rice from DS was 21.8%–43.3% significantly higher than those from ST and MT at maturity stage (p<0.05). During the vegetative stages, the Cd uptake percentage was higher in DS than MT rice, and those plants arising from the DS method were capable of absorbing more Cd earlier in their growth and development. Conversely, using DS decreased the amount of iron plaque covering the root surface in every growth stage, especially in the critical period of Cd accumulation, such that the roots’ middle areas were distinguished by a near-complete absence of iron plaque, thus weakening its role as an effective barrier to Cd uptake from soil. Collectively, this study demonstrated that implementing the DS mode of planting will increase Cd’s distribution in the aboveground parts of rice, and heightening the risk of Cd contamination in grain.     

浅析被动式FTIR走航监测技术在废气监测中的应用

与传统的监测技术相比,走航监测技术具有监测范围大、响应快速、机动性强的特点,在工业园区及企业废气排放的监测监控、溯源定位方面应用较为广泛。被动式傅里叶红外(FTIR)走航监测技术可以动态、立体、实时地扫描周围一定空域气体中的污染物质。采用被动式FTIR走航监测车,对不同的工业园区企业进行监测,结果表明,被动式FTIR走航监测可对实时发现的超标或异常有毒有害、易燃易爆、异味因子排放装置进行及时的定位和溯源,为环保部门和企业对污染物进行进一步精细化管控提供了有力的科学依据。     

夏季巢湖入湖河流溶解性有机质来源及其空间变化

使用紫外-可见光吸收光谱（UV-vis）和三维荧光光谱-平行因子分析法（EEM-PARAFAC）,分析了2019年夏季巢湖流域丰乐河、杭埠河、岐阳河、兆河和南淝河水体溶解性有机质（dissolved organic matter,DOM）的来源及其空间变化.结果表明,南淝河DOM吸收特征参数SUVA₂₅₄显著低于其它河流,而光谱斜率比S_R显著高于杭埠河,表明城市污染物径流排入降低了南淝河水体DOM的芳香性,但对其分子量影响较低.南淝河DOM荧光指数（FI）和生物源指数（BIX）大于其它河流,而腐殖化指数（HIX）低于其它河流,指示其DOM自生源高于其它河流.使用EEM-PARAFAC从河流DOM中提取出4种类腐殖质组分（C1~C4）和2种内源类蛋白荧光组分（C5、C6）,其中,类腐殖质组分包括陆源有机质（C1、C3和C4）和微生物降解产物（C2）.沿河流方向,5条河流河水溶解性有机碳（dissolved organic carbon,DOC）、 a（355）和DOM荧光组分呈不同的空间变化特征,其中丰乐河、杭埠河、岐阳河和兆河DOM受农田土壤径流输入影响明显,而南淝河DOM主要受城市污染物径流和污水处理厂出水影响.     

碳化条件下混凝土中钢筋腐蚀pH阈值研究

目的 确定碳化条件下几种典型缓冲溶液及模拟混凝土孔隙液中钢筋的腐蚀pH阈值范围。方法 采用电化学阻抗谱法,对不同pH、不同配制方法的缓冲溶液及模拟混凝土孔隙液中的钢筋试片进行电化学测量,选用不同的等效电路进行拟合,对测量中钢筋试片发生的电化学过程进行简要阐述。结合阻抗谱测量结果、等效电路拟合结果及工作电极典型宏观形貌,判断钢筋试片腐蚀状态,给出不同溶液对应的钢筋腐蚀pH阈值范围。结果离子环境不同,各缓冲溶液及模拟混凝土孔隙液中钢筋腐蚀pH阈值均存在一定差异,位于9～10.5不等。结论 混凝土碳化引入的HCO₃~–和CO₃^2–对钢筋腐蚀有促进作用。混凝土孔隙液pH越低,钢筋腐蚀越容易发生。因此,仅根据pH判断混凝土中钢筋腐蚀状态的方法并不可靠。     

活化粉煤灰的结构和组成研究

用化学分析、x光电子能谱、波谱、热谱和扫描电子显微镜等多种方法综合研究粉煤灰的体相和表面相的化学组成、颗粒形貌、表面价态、键型和表面相变过程等结构特征。发现粉煤灰的内部组成与表面组成明显不同;颗粒以微珠为主;粒度分布接近高斯分布;表面有Si－O－Si键,而无羟基;粉煤灰加热时有吸热和放热过程发生,并伴有失重现象。这些为粉煤灰的表面改性和综合利用提供了科学依据。     

Characterization of dissolved organic matter fractions from Lake Hongfeng, Southwestern China Plateau

With XAD-series and ion exchange resins, dissolved organic matter (DOM) from Lake Hongfeng in Southwestern China Plateau was isolated into 6 fractions, i.e., humic acid (HA), fulvic acid (FA), hydrophobic neutrals (HON), hydrophilic acids (HIA), hydrophilic bases (HIB) and hydrophilic neutrals (HIN). Those fractions were characterized by high performance size exclusion chromatography, fluorescence spectroscopy and UV absorbance. Among the 6 fractions, FA was predominant and accounted for 51% of the total DOM. The weight-average (M_w) and number-averaged (M_n) molecular weight of these fractions ranged from 1688 to 2355 Da and from 1338 to 1928 Da, respectively. A strong correlation was observed between specific UV absorbance at 280 nm, E₂/E₃ (absorbance at 250 nm to 365 nm), and the molecular weight for DOM fractions. UV-Vis fulvic-like fluorescence peaks were found in all fractions. Protein-like fluorescence peaks existed in HON may indicate that microbial activity was severely in Lake Hongfeng. There was a significant relationship between fluorescence intensities and specific UV absorbance at 254 nm for those DOM fractions, suggesting their similar luminescence characteristics. The values of fluorescence index (f_450/500) indicated that hydrophobic fractions may derive from terrestrial sources, and the hydrophilic fractions from microbial and terrestrial origins. Those results suggest that there were inter-relationships between molecular weight, fluorescence and absorbance characteristics, and also subtle consistencies between the hydrophilic and hydrophobic properties and the sources for these 6 fractions from Lake Hongfeng.     

A Study of Physicomechanical and Morphological Properties of Starch/Poly(vinylalcohol) Based Films

Starch/Poly(vinylalcohol) blends in two different ratios (60:40 and 50:50) were prepared with glycerol as a plasticizer. Films were cast by a solution casting method. One set of films were filled with 10 wt% of unmodified bentonite clay and another set of films were crosslinked with epichlorohydrin in an alkaline medium. The prepared film samples were subjected to X-ray diffraction (XRD), Fourier transform infrared spectroscopy (FTIR), mechanical characterization and scanning electron microscope (SEM). Significant changes in the tensile properties were observed depending on the different chemical constituents of the films. The presence of clay and crosslinking with epichlorohydrin were both found to have considerable effect on the morphology and mechanical property of the films. The SEM investigations, XRD analysis and FTIR studies revealed the interaction between the various chemical components of the films.     

模拟废水高温厌氧消化出水中SMP的特性研究

为考察废水高温厌氧消化出水中溶解性微生物产物(SMP)的特性,采用高温厌氧序批式反应器处理葡萄糖模拟废水,运用尺寸排除色谱(SEC)分离厌氧消化出水溶解性有机物(DOM),结合溶解性有机碳(DOC)、UV254吸光度和三维荧光光谱分析方法,对不同分离组分进行了定性和定量研究.结果表明,SMP在出水DOM(356mg/L,以DOC计)中占90.8%,其在高分子量(MW)(10k~100kDa)、中等MW(1k~10kDa)和低MW(<1kDa)内的含量分别为46.8%、45.4%和7.8%.高MW内的SMP比中等、低MW内的SMP有更高的芳香度.废水高温厌氧消化出水中SMP的荧光物质以高的酪氨酸类物质含量,低的富里酸和腐殖酸类物质含量为主要特征.低MW区域的SMP主要包括酪氨酸类物质,而富里酸和腐殖酸类物质主要集中于中等MW区域,色氨酸类和微生物副产物类物质在各MW区域内均有分布.高、中等MW区域(不含630Da相似文献