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基于支持向量回归的钴铝层状双金属氢氧化物的氟离子吸附容量的预测(英文) 被引量:1
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作者 卢凯亮 胡彪 +2 位作者 张庆 纪晓波 陆文聪 《计算机与应用化学》 CAS 2017年第8期577-582,共6页
水中氟离子浓度超标带来的水污染是令人关注的热点问题。本工作运用遗传算法-支持向量回归筛选影响钴铝层状双金属氢氧化物(Co-Al LDHs)氟离子吸附容量的主要特征变量,结果表明复合材料的钴元素的摩尔比(Co%)、吸附剂的剂量(M)、溶液的p... 水中氟离子浓度超标带来的水污染是令人关注的热点问题。本工作运用遗传算法-支持向量回归筛选影响钴铝层状双金属氢氧化物(Co-Al LDHs)氟离子吸附容量的主要特征变量,结果表明复合材料的钴元素的摩尔比(Co%)、吸附剂的剂量(M)、溶液的pH值(pH)、溶液的氟离子浓度(C)是主要特征变量。利用上述特征变量构建支持向量回归模型,留一法交叉验证的均方根误差和平均相对误差分别为0.501和19.5%,实验值和预报值的相关系数为0.943。设计样本基于支持向量回归模型(SVR)预报的氟离子吸附容量与验证实验结果相一致。因此,本工作所建立的支持向量回归模型有望在氟离子吸附容量预报工作中得到进一步的应用。 展开更多
关键词 支持向量回归 离子吸附容量 数据挖掘:特征选择
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羟基磷灰石微球制备及离子吸附/交换性能研究 被引量:15
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作者 王萍 李国昌 《人工晶体学报》 EI CAS CSCD 北大核心 2012年第3期821-827,共7页
采用均相沉淀法,以生物碳酸钙作为钙源,EDTANa2为模板剂、尿素为沉淀剂,成功制备出高纯相、尺寸均匀、孔径可控的多孔羟基磷灰石(HAP)微球。研究了反应条件和添加剂浓度对样品形貌、尺寸和物相的影响。SEM分析结果显示:微球形貌和尺寸... 采用均相沉淀法,以生物碳酸钙作为钙源,EDTANa2为模板剂、尿素为沉淀剂,成功制备出高纯相、尺寸均匀、孔径可控的多孔羟基磷灰石(HAP)微球。研究了反应条件和添加剂浓度对样品形貌、尺寸和物相的影响。SEM分析结果显示:微球形貌和尺寸随反应温度、搅拌时间、沉淀时间、尿素和EDTANa2浓度的变化而变化。XRD分析结果显示:微球物相组成为单一羟基磷灰石相,{0001}、{101-0}、{10 1-1}晶面族均有显露,添加剂浓度及反应条件对微球的物相没有影响。微球对Cu2+和F-均具有较高离子交换/吸附容量。 展开更多
关键词 羟基磷灰石 均相沉淀法 离子交换/吸附容量
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双金属氧化物的可控制备及在电容脱盐中的研究
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作者 王婷 戴启龙 +5 位作者 罗雨 刘鑫磊 金锐 杨鑫 张庆 王贵志 《安徽化工》 CAS 2023年第3期37-41,共5页
为了获得高性能电容脱盐电极材料,以醋酸锌、醋酸锰和均苯三甲酸作为原料,通过原位自组装和高温下煅烧生成了层状锌锰双金属氧化物-碳纳米片复合材料(ZMO-CNS),对得到的样品分别进行形貌表征、结构表征以及电化学表征。将ZMO-CNS作为电... 为了获得高性能电容脱盐电极材料,以醋酸锌、醋酸锰和均苯三甲酸作为原料,通过原位自组装和高温下煅烧生成了层状锌锰双金属氧化物-碳纳米片复合材料(ZMO-CNS),对得到的样品分别进行形貌表征、结构表征以及电化学表征。将ZMO-CNS作为电容去离子体系的工作电极,活性炭作为对电极材料,进行电容脱盐测试。测试结果表明,制备的ZMO-CNS-0.5电极在初始NaCl浓度为500 mg/L,工作电压为1.2 V下表现出了最高的离子吸附效果,120 min测试之后的离子吸附容量高达26.5 mg/g,在高性能电容去离子电极材料领域中具有广阔的应用前景。 展开更多
关键词 双金属氧化物 碳纳米片 电容去离子 离子吸附容量
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The Effect of Land Use Change on Soil and Water Quality in Northern Iran 被引量:7
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作者 KHALEDIAN Yones KIANI Farshad EBRAHIMI Sohaila 《Journal of Mountain Science》 SCIE CSCD 2012年第6期798-816,共19页
Rapid urbanization has led to extensive land-use changes,particularly in developing countries.This research is aimed to investigate the role of land use and its effect on soil and water quality in Ziarat watershed foc... Rapid urbanization has led to extensive land-use changes,particularly in developing countries.This research is aimed to investigate the role of land use and its effect on soil and water quality in Ziarat watershed focusing on four land uses:forest,pasture,cultivated and urban development.Soil samples were taken from a depth of 0-30 cm on each land use and were analyzed by completely randomized split-plot design in two geographical directions.Results showed that bulk density(BD),electrical conductivity(EC),pH,calcium carbonate equivalent(CCE),and soil particle density(DS) of the soil samples in pastures,cultivated and urban areas increased and the mean weight diameter(MWD),soil porosity(F),organic carbons(OC),total nitrogen(TN),exchangeable cations(Ca 2+,Mg 2+,K +,Na +),cation exchange capacity(CEC) and soil microbial respirations(SMR) decreased,respectively in comparison with the forest soils.For water quality evaluations,sodium adsorption ratio(SAR),electrical conductivity(EC),pH,total dissolved solids(TDS),bicarbonate(HCO 3),chloride(Cl),total hardness(TH),calcium(Ca 2+),potassium(K +),sodium(Na +) and magnesium(Mg 2+) were investigated in two areas:Nahrkhoran and Abgir stations.Results showed that the concentration of TDS,EC and HCO 3 in Naharkhoran station is higher than that in Abgir station.On the other hand,the concentration of TDS,EC and HCO 3 in Abgir station are the relatively higher due to its location.Total hardness had the same trend during the study years except in the last three years;however,TH showed an increase of 25% TH in Naharkhoran for the last two years.Cl,K + and SAR in Naharkhoran station increased by 61%,22%,78% and 56% respectively,in comparison with Abgir station.This study demonstrated that the trend of soil degradation and mismanagement of land use may increase the frequency of urban floods and human health problems. 展开更多
关键词 DEFORESTATION Organic matter loss Soil degradation Soil quality URBANIZATION Water quality
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Removal of Pb(Ⅱ) ions from aqueous solutions by litchi pericarp and its leachate
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作者 潘轶敏 姜瑞雪 +2 位作者 杨继利 郑昊 尹儿琴 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第7期1626-1632,共7页
The adsorption capacity of Pb(Ⅱ) on litchi pericarps was investigated as a function of temperature,pH,and adsorbent dose using batch experiments.The experimental data obtained were evaluated using adsorption equilibr... The adsorption capacity of Pb(Ⅱ) on litchi pericarps was investigated as a function of temperature,pH,and adsorbent dose using batch experiments.The experimental data obtained were evaluated using adsorption equilibrium isotherms and a kinetic model.Additionally,the removal of Pb(Ⅱ) in leachate of litchi pericarps was also evaluated.The results show that litchi pericarps exhibit a high adsorption capacity to Pb(Ⅱ),with the maximum removal efficiency occurring at a temperature of 25 ℃,a pH of 6.0-7.0 and an adsorbent dosage of 10 g/L.Langmuir and Freundlich isotherms and the pseudo-second-order kinetic model can all fit the equilibrium adsorption satisfactorily,with correlation coefficients(R^2) of 0.9935,0.9918 and 1.0,respectively.An average removal efficiency of 66.65% is found for Pb(Ⅱ) in leachate of litchi pericarps. 展开更多
关键词 litchi pericarp Pb(ll) ADSORPTION KINETICS isotherms LEACHATE
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Kinetic Adsorption of Ammonium Nitrogen by Substrate Materials for Constructed Wetlands 被引量:22
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作者 ZHU Wen-Ling CUI Li-Hua +2 位作者 OUYANG Ying LONG Cui-Fen TANG Xiao-Dan 《Pedosphere》 SCIE CAS CSCD 2011年第4期454-463,共10页
Constructed wetlands (CWs) are engineered systems that utilize natural systems including wetland vegetations, soils, and their associated microbial assemblages to assist in treating wastewater. The kinetic adsorptio... Constructed wetlands (CWs) are engineered systems that utilize natural systems including wetland vegetations, soils, and their associated microbial assemblages to assist in treating wastewater. The kinetic adsorption of ammonium nitrogen (NH+-N) by CW substrate materials such as blast furnace slag (BFS), zeolite, ceramsite, vermiculite, gravel, paddy soil, red soil, and turf, was investigated using batch experiments and kinetic adsorption isotherms. Both Freundlich and Lang- muir isotherms could adequately predict the NH+-N adsorption process. The maximum adsorption capacities of NH+-N, estimated from the Langmuir isotherm, ranked as: zeolite (33 333.33 mg kg^-1) 〉 turf (29274.01 mg kg^-1) 〉 BFS (5000 mg kg^-1) 〉 vermiculite (3333.33 mg kg^-1) 〉 gravel (769.23 mg kg^-1) 〉 paddy soil (588.24 mg kg^-1) 〉 red soil (555.56 mg kg^-1) 〉 ceramsite (107.53 mg kg^-1). Some properties of the substrate materials, including bulk density, specific gravity, hydraulic conductivity, uniformity coefficient (K60), curvature coefficient (Co), organic matter, pH, exchangeable (or active) Cu, Fe, Zn and Mn, total Cu, and Fe, Mn, Zn, Cd, Pb and Ca, had negative correlations with NH+-N adsorption. Other properties of the substrate materials like particle diameter values of D10, 030 and 060 (the diameters of particle sizes of a substrate material at which 10%, 30% and 60%, respectively, of the particles pass through the sieve based on the accumulative frequency), cation exchange capacity (CEC), exchangeable (or active) Ca and Mg, and total K and Mg had positive correlations with NH+-N adsorption. In addition, active K and Na as well as the total Na had significant positive correlations with NH+-N adsorption. This information would be useful for selection of suitable substrate materials for CWs. 展开更多
关键词 ammonia removal kinetic adsorption capacity Langmuir isotherm physicochemical properties substrate materials
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