人工神经网络在化学和环境科学中应用的若干问题

讨论了人工神经网络中最常用的多层前馈网络 ( BP网络 )及误差反向传播算法应用于化学和环境科学时要考虑的几个问题 :网络的输入与数据的归一化 ;隐含层数、隐含层节数和学习速率 ;训练集与监控集 ;网络误差 ;初始权重     

Performance of a water hyacinth （Eichhornia crassipes） system in the treatment of wastewater from a duck farm and the effects of using water hyacinth as duck feed

Nowadays, intensive breeding of poultry and livestock of large scale has made the treatment of its waste and wastewater an urgent environmental issue, which motivated this study. A wetland of 688 m2 was constructed on an egg duck farm, and water hyacinth (Eichhornia crassipes) was chosen as an aquatic plant for the wetland and used as food for duck production. The objectives of this study were to test the role of water hyacinth in purifying nutrient-rich wastewater and its effects on the ducks’ feed intake, egg laying performance and egg quality. This paper shows that the constructed wetland removed as much as 64.44% of chemical oxygen demand (COD), 21.78% of total nitrogen (TN) and 23.02% of total phosphorus (TP). Both dissolved oxygen (DO) and the transparency of the wastewater were remarkably improved, with its transparency 2.5 times higher than that of the untreated wastewater. After the ducks were fed with water hyacinth, the average daily feed intake and the egg-laying ratio in the test group were 5.86% and 9.79% higher, respectively, than in the control group; the di erences were both significant at the 0.01 probability level. The egg weight in the test group was 2.36% higher than in the control group (P < 0.05), but the feed conversion ratios were almost the same. The eggshell thickness and strength were among the egg qualities significantly increased in ducks fed with water hyacinth.We concluded that a water hyacinth system was e ective for purifying wastewater from an intensive duck farm during the water hyacinth growing season, as harvested water hyacinth had an excellent performance as duck feed. We also discussed the limitations of the experiment.     

典型脱硫工艺对燃煤锅炉烟气颗粒物的影响

脱硫是燃煤锅炉的重要除污环节,为探究脱硫工艺对烟气颗粒物的影响,选取4台不同脱硫工艺(石灰石/石膏法、炉内喷钙法、氨法和双碱法)的燃煤锅炉,利用再悬浮采样法和稀释通道采样法分别采集脱硫前后烟气颗粒物样品,并测定颗粒物中的水溶性离子、无机元素和碳组分.结果表明,脱硫剂对烟气PM_2.5的组分构成产生影响,烟气经过石灰石/石膏法脱硫后,PM_2.5中的Ca由5.1%提高至24.8%;经过氨法脱硫后,PM_2.5中NH⁺₄的质量分数由0.8%提高到7.3%;双碱法脱硫则使烟气PM_2.5中Na由0.9%提高到1.7%.湿法和干法脱硫工艺的作用显著不同,湿法脱硫排放颗粒物的离子含量较高,经过石灰石/石膏法和氨法脱硫,PM_2.5中SO₄ ^2-的质量分数分别由2.0%和6.7%提高到9.6%和11.9%,Cl^-分别由0.4%和1.2%提高到3.8%和5.2%,而Cr、 Pb、 Cu、 Ti...     

降水空间异质性对非点源关键源区识别面积变化的影响

针对地形起伏和降水空间差异较大的农业区非点源污染问题,基于SWAT模型评估了阿什河流域在异质性降水和均匀降水两种情景下总氮、总磷关键源区空间变化规律,统计了两种情景下识别的关键源区面积变化,并分析其与降水特征参数的关系.结果表明,降水量一定时,两种情景下识别的总氮、总磷关键源区面积变化趋势大致相同,且总磷关键源区面积不易受降水空间异质性的影响,但总氮关键源区面积却明显受到其影响.对各年份总氮和总磷关键源区面积与降水特征参数的相关分析表明,总磷关键源区面积与当年降水量呈显著正相关,而总氮关键源区面积却与前一年降水量呈显著正相关.研究结果对进一步探讨降水这一重要驱动因子的不确定性对非点源污染关键源区的影响,以及农业非点源污染的治理具有重要意义.     

乌鞘岭南、北坡降水稳定同位素特征及水汽来源对比

为了揭示季风边缘区降水中稳定同位素特征及水汽来源,利用2016年10月至2017年10月采集的97个降水样品,采用相关分析和HYSPLIT模型,对乌鞘岭南、北坡降水稳定同位素的特征、大气水线方程、温度和降水量效应、水汽来源进行了对比分析.结果表明,南坡大气降水线的斜率与截距低于全球大气水线(GMWL)和北坡大气降水线;南、北坡的同位素温度效应和季节效应明显,但北坡的温度效应比南坡更为明显;除北坡夏季和南坡降水量小于5 mm时降水稳定同位素表现出微弱的降水量效应,南、北坡其它季节或其它降水量级均无明显的降水量效应;来自西北和北方的水汽占90%以上,北坡受季风水汽影响极少,南坡夏季会受到东南季风影响,局地水汽再循环对乌鞘岭南、北坡水汽也有贡献.本研究可提高对高寒山区降水同位素演化的认知,为寒旱区同位素水文学的进一步研究奠定基础.     

青岛城郊大气降水阴离子特征及相关性研究

以2020年青岛市城阳区大气降水中pH、电导率及主要阴离子(F-、Cl-、NO-3 、SO2-4 )浓度为基础,对青岛市城郊大气降水中阴离子特征进行分析.结果表明:2020年青岛城郊降水pH在6. 12～7. 49,降水量加权平均值为6. 58;电导率在29. 1～175 μS/cm,降水量加权平均值为58. 2 μS...     

“十一五”期间重点流域化学需氧量排放及减排潜力分析

根据"十一五"期间七大流域化学需氧量(COD)排放总量、工业COD排放量及生活COD排放量的变化情况对各流域的减排幅度进行了综合评价,根据单位水资源COD负荷、单位工业产值COD排放强度及人均生活COD排放强度对各流域的污染压力进行了综合评价,以七大流域的减排幅度和污染压力为基础分析了各流域COD的减排潜力,并对各流域的重点防控领域和配套减排措施等方面提出了政策建议。     

生态地球化学调查评价形态分析实验室间比对试验结果分析

通过对生态地球化学调查评价形态分析实验室间比对试验结果的统计分析和技术分析,进一步验证和统一生态地球化学评价样品形态分析方法,提高实验室间形态分析数据的可比性,了解参加实验室形态分析的技术能力,为制定生态地球化学评价样品形态分析相关规范提供基础数据依据。     

锅炉化学清洗的必要性

化学清洗在锅炉上的广泛应用,对确保锅炉的安全经济运行起到很重要的作用,然而确定与决定设备何时需要清洗。是一个很关键的问题,下面我们就探讨这一问题。     

无机-有机及物理-化学复合调理对厌氧消化污泥脱水性能的影响

厌氧消化是常用的污泥稳定化处理方法,但污泥经厌氧消化处理后脱水性能恶化。分别用无机-有机复合调理剂和物理-化学复合调理剂对厌氧消化污泥进行调理,考察不同调理方法对污泥脱水性能的影响。结果表明,聚合氯化铝（PAC）、聚合硫酸铁（PFS）和阳离子聚丙烯酰胺（PAM）对厌氧消化污泥的调理效果有限,最优条件下污泥比阻（SRF）分别下降了66.3%、89.2%和67.1%;PAC-PAM复合调理和PFS-PAM复合调理对厌氧消化污泥的调理效果较单种调理剂好,最优条件下SRF分别下降了98.2%和97.6%;稻壳、木屑和草木灰与PAM复合调理对厌氧消化污泥的调理效果较单种调理剂好,最优条件下SRF分别下降了97.3%、97.3%和97.7%。