Chlorophyll a Simulation in a Lake Ecosystem Using a Model with Wavelet Analysis and Artificial Neural Network

Accurate and reliable forecasting is important for the sustainable management of ecosystems. Chlorophyll a (Chl a) simulation and forecasting can provide early warning information and enable managers to make appropriate decisions for protecting lake ecosystems. In this study, we proposed a method for Chl a simulation in a lake that coupled the wavelet analysis and the artificial neural networks (WA–ANN). The proposed method had the advantage of data preprocessing, which reduced noise and managed nonstationary data. Fourteen variables were included in the developed and validated model, relating to hydrologic, ecological and meteorologic time series data from January 2000 to December 2009 at the Lake Baiyangdian study area, North China. The performance of the proposed WA–ANN model for monthly Chl a simulation in the lake ecosystem was compared with a multiple stepwise linear regression (MSLR) model, an autoregressive integrated moving average (ARIMA) model and a regular ANN model. The results showed that the WA-ANN model was suitable for Chl a simulation providing a more accurate performance than the MSLR, ARIMA, and ANN models. We recommend that the proposed method be widely applied to further facilitate the development and implementation of lake ecosystem management.     

1种抑制巷道信号NLOS的矿井RSSI高精度定位算法*

在RSSI（Received Signal Strength Indication）测距定位技术中,为抑制巷道信号NLOS（Non Line of Sight）传输对定位结果的影响,提出信号指纹定位和几何优化算法。在离线阶段利用高斯滤波最大值加权法和最小二乘法建立符合矿井巷道环境的无线信号测距模型,设计改进卡尔曼滤波器平滑处理离线信号值,抑制巷道信号NLOS传输带来的影响,建立离线信号指纹库;在线定位阶段,利用加权K最近邻法（WKNN）将定位目标接收到的信号值与指纹库中的信号值进行匹配,将匹配到的最优信号值参与测距定位计算,最后通过几何优化算法将定位结果归一化处理,使其符合一维定位分布。结果表明:所提算法的平均定位误差为0.9 m,相比于高斯滤波最大值加权法、经典卡尔曼滤波指纹定位算法和改进卡尔曼滤波指纹定位方法,其平均误差分别减小2.36,1.17,0.35 m。所提算法能够有效抑制巷道信号NLOS传输对RSSI测距定位的影响,可实现RSSI方法在矿井NLOS环境中的有效应用。     

铬盐行业清洁生产审核探讨

铬盐行业是我国重点整治的高污染行业,推行清洁生产势在必行。文章结合实例,对铬盐行业清洁生产审核进行探讨。污染负荷最高的焙烧车间是重点审核对象;评估过程产生7个中/高费方案,综合筛选出6个可行方案,已实施或正在实施的"少钙焙烧"等6个方案使企业主要污染物铬渣排放量削减达40%,焙烧窑含铬粉尘无组织排放量减少约10%,原辅料及能源消耗均有一定程度降低。对铬盐行业清洁生产审核的探讨为铬盐企业推行清洁生产提供了范例,有利于铬盐行业的可持续发展。     

Simulation analysis of environmental risk accident and management of high-sulfur gas field development in complex terrain

Environmental risk of high sulfur gas field exploitation has become one of the hot spots of environmental management studies. Severe gas H₂S blowout accidents in recent years have shown that poor understanding and estimates of the poisonous gas movement could lead to dangerous evacuation delays. It is important to evaluate the real concentration of H₂S, especially in complex terrain. Traditional experiential models are not valid in the case of rough terrain, especially in low-lying areas where the gas accumulates. This study, using high sulfur content gas field of Sichuan “Pu Guang gas field” as study object and adopting objective diagnosis of wind field of land following coordinate three dimensions, applied Lagrangian Puff Model and breaking up technique of puffs to simulate the H₂S diffusion condition of blowout accidents produced in the high sulfur content gas field of complex terrain area. The results showed that the H₂S distribution did not occur mainly in low wind direction, and due to the obstruction of the mountain’s body, it accumulated in front of mountain on produced turn over, flowed around submitted jumping type distribution. The mountain waist near the hilltop and low hollow river valley site rapture points simulating contrast showed that the higher the rapture point, the better the diffusing condition of pollutant, the distribution of risk sensitive point decided piping rupture environmental risk size combining the H₂S diffusion result and residential area dispersing in the study area, synthetic judge located in the high rapture point environmental risk was smaller than the low hollow point, thus it was suggested to carryout laying of lining build of equal high line of higher terrain. According to simulation results, the environmental risk management measures aimed at putting down adverse effects were worked out.     

养殖废水中9种大环内酯及林可酰胺类抗生素的同时测定及分析方法研究

采用固相萃取-超高效液相色谱三重四极杆质谱联用法,建立了同时测定养殖废水中9种大环内酯及林可酰胺类抗生素的方法,并对样品pH值、保存时间、洗脱溶剂、上样流速及过滤材质等进行了优化。测定结果表明,pH值为6,过滤材质为聚丙烯（GHP）,上样速度为5 mL/min时,9种抗生素的加标回收率最优,为71.4%～126%,相对标准偏差最小,为2.4%～7.1%,标准曲线的线性最好,相关系数为0.998 5～0.999 5,检出限为0.78～1.22 ng/L。该方法灵敏度高、检出限低、测定结果准确,能够广泛应用于养殖废水中大环内酯及林可酰胺类抗生素残留量的监测分析。     

铁氮共掺杂生物炭对二级水溶解性有机物的吸附特性与长效性评价

为经济高效地去除污水厂二级水中溶解性有机物(DOM),采用铁氮共掺杂生物炭材料(Fe-N-C)作为新型吸附剂,系统分析了该新型碳材料对于二级水DOM的吸附性能、动力学过程、选择性和作用机制.此外,通过固定床吸附装置深入考察了该吸附材料的长效性和重复利用性.结果表明,Fe-N-C对于二级水DOM具有突出的吸附性能,投加量...     

可见光促有机物诱导铁还原的多相类芬顿体系强化效能与机制

近年来,亚铁离子活化过硫酸盐的类芬顿(Fe²⁺-PMS/PS)高级氧化技术发展日趋成熟,但因Fe³⁺无法还原导致反应停止的问题仍制约其大规模应用.结果发现,当把以双酚A（BPA）为代表的某些有机物与Fe³⁺和TiO₂混合,所形成的某种络合物可以拓宽TiO₂光响应范围捕获可见光,通过TiO₂将光生电子传递给Fe³⁺进行还原,从而实现Fe³⁺/Fe²⁺的无限循环.依据上述原理,构建了可见光下BPA-TiO₂-Fe³⁺-PS复合体系来降解BPA,并对其催化性能、催化机制和影响因素进行探讨.结果表明,该体系具有突出的催化性能,60 min内BPA(50 mg·L^-1)降解率达到93.1%,矿化度达到70%.同时验证该体系可以通过双酚A自生光电子还原Fe³⁺, 60 min还原得到的Fe²⁺稳...     

基于信息融合的天然气采气管线安全性评价

信息融合技术充分利用多源信息的互补性、综合性,可以极大地提高评价指标信息的质量和可信度。针对天然气采气管线运行环境复杂性带来的采气管线安全检测与评价在时间与空间的不确定性,通过采集以及分析天然气采气管线的宏观检测信息、无损检测信息、理化检测信息以及力学性能信息,提出了一种利用信息融合技术的采气管线安全性评价的模型,给出了该评价模型的步骤,并对某在役运行的天然气采气管线进行了安全性评价,并获得满意的效果。评价结果表明该管线存在不同程度腐蚀,安全性评价表明该管线可安全运行。     

好氧反硝化菌种DF2的分离鉴定及生理生化特性分析

分离了新型的高效反硝化细菌并研究其生物脱氮效率。通过观察形态学、生理生化鉴定和16SrRNA基因同源分析来鉴定菌种,致力于研究微生物污水脱氮处理的实际效果和克服反硝化过程中有害中间产物的积累。利用BTB培养基从水平潜流人工湿地基质中初步筛选出了9株平板阳性菌,革兰阴阳性均有。经试验研究发现该9种菌株在好氧条件下均具有一定的脱氮能力,其中以DF2和DF3 2种菌株脱氮能力最为显著,在3 d时间内NOX--N去除率达到了95%以上,NO2--N仅有微量积累;而其它7种菌株对NO3--N的去除率可以达到98%以上,但是NO2--N积累比较严重,积累量达到了NO3--N去除的50%~70%左右。经测序分析鉴定DF2和DF3分别属于德克斯氏菌属（Derxia）和假单胞菌属（Pseudomonadaceae）。德克斯氏菌属作为除氮的反硝化菌属在以往的研究中鲜有报道,该菌在好氧条件下可以合成周质NAR的亚基基因（napA）。     

黄土高原不同植被带人工刺槐林土壤团聚体稳定性及其化学计量特征

为研究黄土高原不同植被带对土壤团聚体稳定性及团聚体化学计量变化特征的影响,本研究选取黄土高原不同植被带人工刺槐林地土壤为研究对象,分析了不同粒径团聚体含量,团聚体化学计量及稳定性指标.结果表明, 2 mm和0. 25～2 mm粒径团聚体含量,机械团聚体的平均重量直径(E_(MWD))和机械团聚体的几何平均直径(E_(GMD))表现为森林带森林草原带草原带,而0. 053～0. 25 mm粒径团聚体含量和可蚀性因子K呈现相反的变化特点;各粒径团聚体有机碳和全氮含量在3个植被带整体表现为森林带显著高于森林草原带和草原带,而全磷含量在各植被带间无明显变化规律;有机碳和全氮含量在草原带以0. 053 mm和0. 25～2 mm粒径占绝对优势,在森林草原带以0. 053～0. 25 mm和0. 25～2 mm粒径为主,而森林带各粒径间均无显著差异;草原带和森林草原带0. 053 mm粒径全磷含量最高,而森林带全磷含量在各粒径间无显著差异;0. 053 mm和0. 053～0. 25 mm粒径团聚体C∶N值以草原带和森林草原带高于森林带,而0. 25～2 mm和 2 mm粒径在3个植被带间无显著差异;各粒径C∶P和N∶P值以森林带显著高于森林草原带和草原带.综上可见,土壤团聚体稳定性和团聚体化学计量在3个植被带间存在较大差异,团聚体稳定性和团聚体有机碳、全氮含量整体表现为森林带显著高于森林草原带和草原带.