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1.
利用计算机建立的大气污染预测系统,是根据污染区域内的污染监测资料和相应时间的气象资料建立的.该系统能预报出预测区域未来24小时大气污染的天气动态模式和大气扩散模式,从而预报出预测区域内可能出现的污染状况.  相似文献   

2.
大气污染物浓度的投影寻踪自回归预测   总被引:5,自引:0,他引:5  
环境污染预测是环境科学研究的重要课题之一。线性回归预测,时序预测和灰色GM预测是常用的大气污染预测方法,但始终未有摆脱“假定-模拟-预报”的模式束缚,难以适应非正态,非线性分布的客观内在规律,投影寻踪高新技术,对数据结构或特征不作任何假定,而是通过直接审视和分析数据,应用计算机软件程序设计,为时序分析开辟了一条“审视数据-模拟-预报”的数据分析新途径,该文采用投影寻踪自回归新技术,建立了大气污染物  相似文献   

3.
基于BP模型的大气污染预报方法的研究   总被引:29,自引:0,他引:29       下载免费PDF全文
BP模型是目前最为广泛应用的神经网络模型之一,它是一种简单而又非常有效的算法.笔者将BP网络模型引入到大气污染预报领域,并根据大气污染物含量与气象要素的关系建立了大气污染物含量的神经网络预报模型.计算结果表明,BP模型应用于大气污染预报具有较高的预测精度和良好的泛化能力,它为信息社会的城市空气污染预报工作提供了一种全新的思路和方法.   相似文献   

4.
采用门限自回归模型预测环境空气质量   总被引:3,自引:0,他引:3  
应用汤家豪博士提出的门限自回归模型,以上海市环境空气质量时间序列监测数据和相应的气象数据,建立门限自回归大气污染预测模型,对上海市环境空气质量进行预测预报。结果表明:门限自回归模型计算较为简便且便于计算机自动建模。显著性检验表明门限自回归预报方程高度显著,在实际应用中,采用最新的数据建模和采用分站建立模型的方法可以使预测精度进一步提高。  相似文献   

5.
大连市空气污染预测预报统计方法的研究   总被引:7,自引:0,他引:7  
通过分析大连市的大气污染因子与气象因子的关系 ,利用统计学中多元回归的方法 ,建立了大连空气污染预测预报方程。  相似文献   

6.
大气环境污染的灰色预测初探   总被引:5,自引:0,他引:5  
梁启惠 《环境工程》1994,12(4):57-61
本文以大同市大气环境中的TSP、SO2、NOx三项近年来的监测含量,引用灰色系统理论GMI—1模型进行灰色预测探讨。预测结果基本反映了大同市大气污染的现状和性质。说明运用这一理论做大气环境污染的预测、预报是适用的、可行的,但有些问题还需进一步去认识,去研究。  相似文献   

7.
一、引言随着我国工业的发展,环境污染日益严重,开展大气污染数学模型的研究、预报和控制大气污染的浓度等级,显得十分迫切。本文拟利用自动控制理论研究大气污染的数学模型,从而准确预报污染浓度。预报大气污染浓度的数学模型有两种: 1.物理模型:用偏微分方程描述的扩散模型。根据该模型可对大气污染浓度进行瞬时的和空间分布的估算和预报。  相似文献   

8.
以开发空气质量预报预警信息管理与展示平台为核心内容,基于该管理展示系统平台,综合运用数据库技术、并行计算技术、Web GIS技术和高效网络传输技术等当前先进的信息化技术手段,通过大连市大气重污染天气预测预警系统平台的设计、开发和建设,实现对环境空气质量相关数据的管理和共享、空气质量统计预报、空气质量数值预报、预报会商和信息发布,为进一步明确未来大气污染防治及空气质量保障工作的目标、方向与重点提供决策支持。  相似文献   

9.
大气自净能力指数的气候特征与应用研究   总被引:1,自引:0,他引:1  
朱蓉  张存杰  梅梅 《中国环境科学》2018,38(10):3601-3610
为了定量地评估污染气象条件对空气污染的作用并实现对空气污染潜势的预报,本文在城市大气污染数值预报系统(CAPPS)预报原理的基础上,定义了大气自净能力指数,并分别给出了采用气象站观测资料和通过数值模拟计算大气自净能力指数的方法.基于气象站观测资料的全国大气自净能力指数分析计算表明,全国大气自净能力最差的地区分布在四川盆地和新疆塔里木盆地,大气自净能力最强的地区分布在青藏高原、蒙古高原、云贵高原、以及东北平原和三江平原、山东半岛和海南岛;1961~2017年,京津冀、长三角和珠三角地区的大气自净能力指数呈下降的变化趋势,全年低自净能力日数呈上升的变化趋势.采用大气自净能力指数评估2014年北京APEC会议期间大气污染防控效果,表明在11月8~10日极端不利扩散气象条件发生时,减排措施使北京市空气质量AQI平均降低77%,使京津冀平原地区11个城市的空气质量AQI平均降低37%.基于国家气候中心月动力延伸气候预测模式(DERF2.0)的预报产品和中尺度模式(WRF),建立了可以预测全国未来40d逐日大气自净能力指数的延伸期-月尺度大气污染潜势预测系统,回报实验表明,在大多数情况下可以提前15d预报出大气重污染过程;月尺度的大气重污染过程预报效果更大程度上取决于月动力延伸气候预测模式(DERF2.0)的预报准确率.  相似文献   

10.
用微机进行大气环境污染预测的研究   总被引:1,自引:0,他引:1  
张静  陈征 《环境与开发》1995,10(1):27-30
本文着重介绍微机预测系统中时间序列分析法的应用,把大气污染变化的时间序列分解为趋势项,周期项和随机项,经叠加后用于大气污染的预测。  相似文献   

11.
Two novel polymers (NJ-1 and N J-2) were synthesized by chemically modified a hypercrosslinked polymer NJ-0 with dimethylamine and trimethylamine, respectively. The comparison of the adsorption properties of the three polymers toward phenol, resorcin and phloroglucin was made. The study focused on the static equilibrium adsorption behaviors and the adsorption thermodynamics. Freundlich equation was found to fit the adsorption results well. The effect of amino groups introduced onto the surface of the resin and the structure of phenolic compounds on the adsorption were also studied. The hydrogen-bonding interaction and electrostatic interaction could happen between the amino groups and the adsorbates. The adsorption impetus increased as quantity of hydroxyl groups increased, but the adsorption capacity decreased due to the drop of the matching degree of the aperture of resins and the diameter of adsorbate molecules.  相似文献   

12.
The mechanism of flow turbulence, sediment supply conditions, and sediment transport patterns that affect the adsorption of cadmium ions onto sediment particles in natural waters are experimentally simulated and studied in this study both in batch reactors and in a turbulence simulation tank. By changing the agitation conditions, the sediment transport in batch reactors can be categorized into bottom sediment-dominated sediment and suspended sediment-dominated sediment. It is found that the adsorption rate of bottom sediment is much less than that of suspended sediment, but the sediment transport pattern does not affect the final (equilibrium) concentration of dissolved cadmium. This result indicates that the parameters of an adsorption isotherm are the same regardless of the sediment transport pattern. In the turbulence simulation tank, the turbulence is generated by harmonic grid-stirred motions, and the turbulence intensity is quantified in terms of eddy diffusivity, which is equal to 9.84F(F is the harmonic vibration frequency) and is comparable to natural surface water conditions.When the turbulence intensity of flow is low and sediment particles stay as bottom sediment, the adsorption rate is significantly low, and the adsorption quantity compared with that of suspended sediment is negligible in the 6 h duration of the experiment. This result greatly favors the simplification of the numerical modeling of heavy metal pollutant transformation in natural rivers. When the turbulence intensity is high but bottom sediment persists, the rate and extent of descent of the dissolved cadmium concentration in the tank noticeably increase, and the time that is required to reach adsorption equilibrium also increases considerably due to the continuous exchange that occurs between the suspended sediment and the bottom sediment.A comparison of the results of the experiments in the batch reactor and those in the turbulence simulation tank reveals that the adsorption ability of the sediment, and in particular the adsorption rate, is greatly over-estimated in the batch reactor.  相似文献   

13.
To evaluate the influence of lactic acid on the methanogenesis, anaerobic digestion of kitchen wastes was firstly conducted in a two-phase anaerobic digestion process, and performance of two digesters fed with lactic acid and glucose was subsequently compared. The results showed that the lactic acid was the main fermentation products of hydrolysis-acidification stage in the two-phase anaerobic digestion process for kitchen wastes. The lactic acid concentration constituted approximately 50% of the chemical oxygen demand (COD) concentration in the hydrolysis-acidification liquid. The maximum organic loading rate was lower in the digester fed with lactic acid than that fed with glucose. Volatile fatty acids (VFAs) and COD removal were deteriorated in the methanogenic reactor fed with lactic acid compared to that fed with glucose. The specific methanogenic activity (SMA) declined to 0.343 g COD/(gVSS-d) when the COD loading were designated as 18.8 g/(L-d) in the digester fed with lactic acid. The propionic acid accumulation occurred due to the high concentration of lactic acid fed. It could be concluded that avoiding the presence of the lactic acid is necessary in the hydrolysis-acidification process for the improvement of the two-phase anaerobic digestion process of kitchen wastes.  相似文献   

14.
The purpose of this study is to understand the effect and mechanism of preventing membrane fouling, by coagulation pretreatment, in terms of fractional component and molecular weight of natural organic matter (NOM). A relatively higher molecular weight (MW) of hydrophobic compounds was responsible for a rapid decline in the ultrafiltration flux. Coagulation could effectively remove the hydrophobic organics, resulting in the increase of flux. It was found that a lower MW of neutral hydrophilic compounds, which could remove inadequately by coagulation, was responsible for the slow declining flux. The fluxes in the filtration of coagulated water and supernatant water were compared and the results showed that a lower MW of neutral hydrophilic compounds remained in the supernatant water after coagulation could be rejected by a membrane, resulting in fouling. It was also found that the coagulated flocs could absorb neutral hydrophilic compounds effectively. Therefore, with the coagulated flocs formed on the membrane surface, the flux decline could be improved.  相似文献   

15.
Taihu Lake is one of the five biggest lakes in China. Surface water samples from 26 sampling sites of Taihu Lake were collected. Furthermore wet chemical analysis (CODCr and BOD5) and measurement of three dimensional excitation-emission matrix (3DEEM) spectra in the laboratory have been conducted. Using parallel factor analysis (PARAFAC) model, three components of colored dissolved organic matter (CDOM) have been identified successfully, based on the analysis of 3DEEM data. The characteristics of the three components also have been described by comparing them to some components of CDOM, identified in earlier researches. Meanwhile, spatial variations of concentration for the three components in Taihu Lake have been analyzed, and the result indicates that the concentration of component 1 depends more on the situation of wastewater pollution and can be used as the indicator of wastewater pollution. The relationship between the concentrations of the three components and results of the wet chemical analysis show that none of the three components can be used as indicators of gross organic matter in water. However, the concentrations of all the three components have obvious linear relationships with the BOD5 value, especially for component 1 (r = 0.72878). Finally, the potential applications of the composition analysis based on 3DEEM and PARAFAC model in water quality monitoring have been illuminated.  相似文献   

16.
Black carbon (BC) can strongly adsorb hydrophobic organic compounds (HOCs).The HOC sorption to coated BC could be attenuated in soil and sediment compared with that of the parent BC.To study the potential causes of the sorption attenuation,humic acid (HA) and BC were isolated.Phenanthrene (PHE) was selected as the representative of HOCs.BC was coated with the precipitated HA.The PHE sorption to the HA-coated BC was determined.The HA coatings on BC could result in the significant sorption attenuation of PHE to BC.The attenuation varied in different HA origin and was positively correlated to the aromaticity of HA.The attenuation could be explained by the direct competition between HA and PHE for the available sorption sites on BC and the reduction of the available sorption sites as a result of the pore blockage of BC caused by the HA coatings.Therefore,the HA coatings on BC was one potential cause of the attenuation of HOC sorption to BC in soil and sediment.  相似文献   

17.
Actual textile wastewater and synthesized wastewater containing various textile dyes were photocatalytic degraded by the UVH2O2Fs-TiO2 process in an aimular-flow photocatalytic reactor. In this process, a photon kinetic-measure was adopted to obtain constant rates of dyes decomposition. It was theorized that, by illumination at different UV frequencies, the electrons within the semiconductor were excited from the valence band to the conduction band, yielding the formation of electron-hole pairs which are the pre-requisites for photocatalysis. CPT (critical photonic time) exposure required to cause 90% of vibrations between the double and single bonds along the molecular chain of the dyes to be oxidized, was taken to measure the photocatalytic activities. The CPTs varied with the frequencies of the UV spectral areas. The derivatization of CPT from the first-order kinetic law was presented.  相似文献   

18.
This paper presents the experimental investigations of the emissions of SO2, NO and N2O in a bench scale circulating fluidized bed combustor for coal combustion and co-firing coal and biomass. The thermal capacity of the combustor is 30 kW. The setup is electrically heated during startup. The influence of the excess air, the degree of the air staging, the biomass share and the feeding position of the fuels on the emissions of SO2, NO and N2O were studied. The results showed that an increase in the biomass shares resulted in an increase of the CO concentration in the flue gas, probably due to the high volatile content of the biomass. In co-firing, the emission of SO2 increased with increasing biomass share slightly, however, non-linear increase relationship between SO2 emission and fuel sulfur content was observed. Air staging significantly decreased the NO emission without raising the SO2 level. Although the change of the fuel feeding position from riser to downer resulted in a decrease in the NO emission level, no obvious change was observed for the SO2 level. Taking the coal feeding position R as a reference, the relative NO emission could significantly decrease during co-firing coal and biomass when feeding fuel at position D and keeping the first stage stoichiometry greater than 0.95. The possible mechanisms of the sulfur and nitrogen chemistry at these conditions were discussed and the ways of simultaneous reduction of SO2, NO and N2O were proposed.  相似文献   

19.
The adsorption behavior of p-aminobenzoic acid and o-aminobenzoic acid onto the different polymeric adsorbents was systematically investigated as a function of the solution concentration and temperature.Experimental results indicated that the equilibrium adsorption data of the four polymeric adsorbents fitted well in the Freundlich isotherm.The adsorption capacity of multi-functional polymeric adsorbent NJ-99 was the highest,which might be attributed to the strong hydrogen-bonding interaction between the amino groups on the resin and the carboxyl group of aminobenzoic acid.The adsorption capacity of o-aminobenzoic acid onto any adsorbent was higher than p-aminobenzoic acid.Thermodynamic studies suggested the exothermic,spontaneous physical adsorption process.Adsorption kinetics results showed that the adsorption followed the pseudo-second-order kinetics model and the intraparticle mass transfer process was the rate-controlling step.  相似文献   

20.
中西部地区的改革发展与沿海要素西移   总被引:2,自引:0,他引:2  
邹蓝 《自然资源学报》1998,13(3):267-272
沿海企业因成本全面上升和资源分布格局的变化开始向西转移扩张。这对于缺乏投资而改革与发展滞后的内陆地区有促进发展和改革的双重意义。沿海由此为新产业发展让出空间,调整自己的产业结构;中西部则因要素注入而得以加速企业改革和发展,缩小中国区域发展差距。中央和地方政府政策和角色均应作调整,以方便和鼓励产业向西转移。  相似文献   

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