基于随机森林模型的中国近地面NO2浓度估算

NH₃针对传统近地面NO₂浓度空间模拟过程中NO₂浓度与其影响要素之间关系的复杂非线性机制解释不充分的缺陷,本研究基于随机森林（RF）算法、融合多源地理要素开展了近地面NO₂浓度空间分布模拟研究.以卫星OMI对流层NO₂柱浓度数据和多源地理要素（道路交通、气象因子、土地利用/覆盖、地形高程、人口数量）为输入变量,近地面NO₂浓度为输出变量,利用RF算法构建近地面NO₂浓度反演模型.通过对比地面观测数据与传统土地利用回归模型（LUR）检验RF模型的有效性,基于所构建的最优RF模型在不同时间尺度下模拟分析中国大陆地区近地面NO₂浓度空间分布特征.结果表明：（1）集成多源地理要素的RF回归模型精度高,月均模型整体拟合度R² 0.85,RMSE 6.08μg/m³,交叉验证的R² 0.84,RMSE 6.33μg/m³,显著高于LUR模型（拟合R² 0.53,RMSE 10.48μg/m³,交叉验证的R² 0.53,RMSE 10.49μg/m³）; （2）地面NO₂浓度与预测变量呈现显著的复杂非线性与时间尺度依赖关系,卫星OMI柱浓度对模型影响程度最大,重要性指标IncMSE介于97.40%~116.54%,多源地理特征变量对RF模型同样具有不可忽视的贡献力（IncMSE在23.34%~47.53%之间）;（3）中国大陆地区NO₂污染程度较高,年均模拟浓度为24.67μg/m³,存在明显季节性空间差异,NO₂浓度冬季（31.85μg/m³） > 秋季（24.86μg/m³） > 春季（23.24μg/m³） > 夏季（18.75μg/m³）,呈现以华北平原为高值中心、向外围逐渐减轻的空间分布格局.较已有研究揭示对流层NO₂柱浓度宏观分布特征,本研究对近地面NO₂污染特征的研究成果对于合理制定污染防控策略、降低居民暴露健康损害具有指导意义.     

壳聚糖-海藻酸钠固定化菌小球处理猪场沼液

采用包埋法,以海藻酸钠-壳聚糖为载体、自行筛选的高效脱氨氮菌为目标菌制备固定化菌小球,用于去除猪场沼液中的氨氮.优化了固定化小球的制备条件,考察了废水处理条件对氨氮去除效果的影响.结果表明,固定化菌小球的最佳制备条件为：壳聚糖投加量20g/L、海藻酸钠投加量10g/L、目标菌种包埋量2：5（V/V）.处理含氨氮废水时,在不调节废水pH值的条件下,当固定化菌小球投加量为15g/L、反应时间为4h时,氨氮的去除率为93.9%,其中吸附作用对氨氮的去除率为64.3%,微生物作用对氨氮的去除率为29.6%.扫描电镜表征结果表明,处理废水后,固定化菌小球外部及内部微生物数量明显增多.动力学与等温线拟合结果显示,固定化菌小球对废水中氨氮的去除过程符合准二级反应动力学方程（R²=0.9252）和Langmuir等温线方程（R²=0.9578）.     

江苏省农村土地征用与收益分配研究

本文立足江苏省的土地征用和土地收益分配现实，指出目前存在“圈地”现象严重、征地补偿过低、失地农民未来生活无保障等问题。从政府、制度、城市建设三个层面探讨了问题产生的根源，并提出了提高土地补偿标准、建立失地农民保障体系、广开就业门路、健全法律体系等改革措施。     

Purification and Properties of a Poly (β-hydroxybutyrate) Depolymerase From Penicillium sp.

An extracellular poly (β-hydroxybutyrate) (PHB) depolymerase was purified from a Penicillium sp. DS9701-09a by centrifugation, ultrafiltration, precipitation and gel filtration chromatography. The specific activity of the purified enzyme was 37.9-folds higher than that of the culture supernatant and the recovery yield was 11.8%. The PHB deploymerase molecular mass was 44.8 kDa from analysis of both Sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) and Matrix-assisted laser desorption-time-of-flight (MALDI-TOF) mass spectrometer. The isoelectric point of 6.7 for the enzyme was determined by a two-dimensional electrophoresis. The optimum enzyme activity was observed at a temperature of 50 °C and pH 5.0. The apparent K _m of the enzyme was found to be 1.35 mg/mL. The PHB depolymerase consisted of 16 kinds of normal amino acids. The secondary structure of the enzyme was determined by CD spectrum. α-helix and β-turn were found to be 66% and 34% for the enzyme without ammonium sulphite. Chemical inhibition on the PHB depolymerase activity was examined and EDTA was found to have a significantly inhibitory effect.     

Adsorption of arsenate on soils. Part 2: modeling the relationship between adsorption capacity and soil physiochemical properties using 16 Chinese soils

An attempt has been made to elucidate the effects of soil properties on arsenate adsorption by modeling the relationships between adsorption capacity and the properties of 16 Chinese soils. The model produced was validated against three Australian and three American soils. The results showed that nearly 93.8% of the variability in arsenate adsorption on the low-energy surface could be described by citrate-dithionite extractable Fe (Fe(CD)), clay content, organic matter content (OM) and dissolved organic carbon (DOC); nearly 87.6% of the variability in arsenate adsorption on the high-energy surface could be described by Fe(CD), DOC and total arsenic in soils. Fe(CD) exhibited the most important positive influence on arsenate adsorption. Oxalate extractable Al (Al(OX)), citrate-dithionite extractable Al (Al(CD)), extractable P and soil pH appeared relatively unimportant for adsorption of arsenate by soils.     

Analysis of chemical compositions contributable to chemical oxygen demand (COD) of oilfield produced water

This work was to give a comprehensive estimation for the chemical compositions contributable to COD of the produced water treatment system. For this purpose, the wastewater samples were collected from an onshore wastewater treatment plant. The chemical compositions of the wastewater were investigated, and the COD contributed by each component was estimated. The results showed that the COD levels of O&G and SS presented decreasing trends during the whole process and achieved total removal percentages of 95.1% and 62.3%, respectively. The final COD of organic acids and low-molecular-weight carbonyl compounds were respectively lowered to nearly 64% and 35% of their initial levels, and no regular trends were found for the COD of these chemicals during the whole treatment process. The COD of inorganic components presented minor variations at all sampling spots. The majority of COD was originated from O&G in raw wastewater. The COD contributed by O&G decreased greatly with continuous treatment and finally was lower than 17% of measured COD. At each sampling spot, the ratios of COD contributed by SS did not exceed 7.6% of measured COD. Other measured chemicals, including organic acids, carbonyl compounds, volatile phenols, reductive anions, metals and TDP were not the main sources of COD during the whole treatment process, and the ratio of COD was below 9% at each sampling spot. Most of the soluble components contributable to residual COD were still unknown after biological treatment, and the COD contributed by these components was greater than 57% of measured COD.     

Effect of copper on the adsorption of p-nitrophenol onto soils

The effect of copper on adsorption of p-nitrophenol on two typical Chinese soils was investigated using a batch-equilibration method. Adsorption experiments were carried out when both copper and p-nitrophenol were adsorbed simultaneously, and when copper was previously adsorbed on soils. It was observed that adsorption of p-nitrophenol decreased with increasing copper concentrations thereby indicating a competition between copper and p-nitrophenol for occupying the adsorption sites on soils. Moisture increased the hydrated sphere and the acidity of water surrounding the cation, which further reduced the adsorption of p-nitrophenol. Fourier transform infrared spectroscopy study provided the direct evidence for the coordination of p-nitrophenol sorbed by soils with metal cation in n-hexane system. It was observed that the perturbations included a red shift of the nu(asym) (NO) band, a concomitant blue-shift of the nu(sym) (NO) band and a blue-shift of C-N band when compared with the infrared spectra obtained from water solution.     

事故树分析系统设计与老空区透水分析

通过计算机编程,开发了事故树分析系统,可以方便、准确地进行事故树分析计算,规范地绘制事故树图形,提高了事故分析的速度和质量;利用该系统,对老空区积水透水事故进行事故树分析,并根据分析结果,提出了该类透水事故的预防方案。     

稳定碳同位素示踪农林生态转换系统中土壤有机质的含量变化

为了观察生态系统的转变对土壤有机质的影响,在贵州茂兰喀斯特原始森林保护区内农林生态系统发生转变的地域,分析了土壤有机质含量和土壤有机质的δ¹³C值森林点土壤有机碳含量普遍较高(1.81%～16.00%),而农田点土壤有机碳含量在0.43%～2.22%之间,表明毁林造田加速了土壤有机质的降解,使土壤有机质总量减少;利用C₃植物与C₄植物δ¹³C值的显著差异,对比森林点与农田点的δ¹³C值(森林点:-23.86‰～-27.12‰;农田点:-19.66‰～-23.26‰),计算表明,毁林造田同时也降低了土壤有机质中活性大的组分的比例,使土壤肥力下降.