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宜宾市酸雨pH值预测的偏最小二乘回归分析 被引量:3
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作者 梅自良 王斌 +2 位作者 王建平 杜长江 俸强 《环境技术》 2005年第2期20-23,共4页
酸雨pH值受酸性离子(有机酸、无机酸)和碱性离子的影响。这些影响因素之间存在多重相关性。用一般最小二乘回归法建模预测pH值,估计参数存在着很大的误差,而且物理意义明显不足。本文以宜宾市区2002-2003年的27组降雨监测数据作为样本数... 酸雨pH值受酸性离子(有机酸、无机酸)和碱性离子的影响。这些影响因素之间存在多重相关性。用一般最小二乘回归法建模预测pH值,估计参数存在着很大的误差,而且物理意义明显不足。本文以宜宾市区2002-2003年的27组降雨监测数据作为样本数据,应用偏最小二乘回归技术建立pH值预测模型,克服了自变量之间的多重相关性的问题。与最小二乘回归法相比更具有先进性,计算结果更为可靠;在确定了模型可行性后,分析比较了影响宜宾市区酸雨pH值的离子的重要性和离子来源。 展开更多
关键词 偏最小二乘 最小二乘 酸雨ph 宜宾市区
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巧用Excel制作酸雨PH值质量控制图 被引量:1
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作者 黄春莎 朱小燕 《贵州气象》 2013年第4期52-54,共3页
以Excel制作2011年广西百色市酸雨观测站降水PH值测量质量控制图的制作方法为例,总结出利用Excel表格里的图表功能制作酸雨PH质量控制图的方法和技巧,以便观测员能够更好地制作出直观醒目的酸雨PH值、K值质量控制图。
关键词 EXCEL 酸雨ph值质量控制图 制作
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降雨pH对煤矸石中重金属和SO_(4)^(2-)释放行为的影响 被引量:3
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作者 卢欢 董颖博 林海 《有色金属(冶炼部分)》 CAS 北大核心 2023年第1期102-109,共8页
以高硫煤矸石为研究对象,采用静态淋溶试验探究在模拟降雨pH分别为2、3、5、7的条件下,煤矸石中重金属Mn、Cu、Zn和SO_(4)^(2-)的释放规律及动力学行为。结果表明,酸性条件更有利于重金属和SO_(4)^(2-)释放,随时间增加表现为先快速释放... 以高硫煤矸石为研究对象,采用静态淋溶试验探究在模拟降雨pH分别为2、3、5、7的条件下,煤矸石中重金属Mn、Cu、Zn和SO_(4)^(2-)的释放规律及动力学行为。结果表明,酸性条件更有利于重金属和SO_(4)^(2-)释放,随时间增加表现为先快速释放后逐渐稳定的趋势。在降雨pH为3时,重金属Mn、Cu、Zn的累积释放量最大,分别达到60.40、29.11、5.86 mg/kg。在降雨pH为2时,SO_(4)^(2-)的累积释放量最大,达到了25027.27 mg/kg。动力学结果表明,重金属释放由界面化学反应控制,而SO_(4)^(2-)由固体膜层界面和扩散混合控制,且在重金属与SO_(4)^(2-)释放的过程中产生大量H^(+),使淋出液pH<1.52。本研究结果可以从污染物源头释放的角度为煤矸石堆场重金属及SO_(4)^(2-)污染防控和监管提供理论依据。 展开更多
关键词 高硫煤矸石 酸雨ph 重金属 SO_(4)^(2-) 释放规律 动力学行为
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钦州站迁站前后酸雨资料对比分析
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作者 朱小玲 苏春梅 +1 位作者 陆晓丽 莫丽阳 《中文科技期刊数据库(全文版)自然科学》 2023年第6期57-61,共5页
利用钦州酸雨观测站迁站前后(2011-2020年)的酸雨观测数据;分析迁站前后的酸雨观测数据的变化特征;结果表明:迁站后年度平均PH值呈上升的趋势;酸雨情况迁站后逐渐减少;年度平均K值都呈下降的趋势;迁站后月平均PH值有明显的提高、K值明... 利用钦州酸雨观测站迁站前后(2011-2020年)的酸雨观测数据;分析迁站前后的酸雨观测数据的变化特征;结果表明:迁站后年度平均PH值呈上升的趋势;酸雨情况迁站后逐渐减少;年度平均K值都呈下降的趋势;迁站后月平均PH值有明显的提高、K值明显变小;酸雨发生频率有显著减少;迁站前后钦州月平均PH值与酸雨发生频率的关系基本呈相反的对应关系;迁站后季平均风速有所增大;与之对应的季度平均PH值增大;季酸雨发生频率和季度平均K值相反减小;季度酸雨日轻雾天数、PH值<5.6的轻雾天数迁站后增多;PH值<5.6的轻雾天数季度平均频率迁站后减少。年度酸雨日轻雾天数迁站后增多;PH值<5.6的轻雾天数迁站后增多;PH值<5.6的轻雾天数平均频率迁站后减少;无论是污染源、燃料种类和用量、排放量、周围环境;迁站后比迁站前的好;根据所测得的PH值和K值总体分析;迁站后的酸雨情况比迁站前的好。 展开更多
关键词 酸雨平均ph值、K值 酸雨频率 轻雾日数 风速 环境
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2006—2007年南昌市城郊地带的酸雨特征 被引量:3
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作者 曾凯 居为民 +3 位作者 涂良瑛 王尚明 张崇华 张清霞 《农业环境科学学报》 CAS CSCD 北大核心 2010年第3期609-612,共4页
为了解南昌地区酸雨现状,通过对南昌农区、郊区、市区布设观测点,根据有关监测数据资料,对2006—2007年酸雨pH值、酸雨频率、酸雨成分、空气污染状况进行了统计分析。结果表明,3个测点观测的南昌地区酸雨年均pH值处强酸性标准,3测点酸... 为了解南昌地区酸雨现状,通过对南昌农区、郊区、市区布设观测点,根据有关监测数据资料,对2006—2007年酸雨pH值、酸雨频率、酸雨成分、空气污染状况进行了统计分析。结果表明,3个测点观测的南昌地区酸雨年均pH值处强酸性标准,3测点酸雨发生概率为88%~97%,9—4月酸雨较重、5—8月减弱,酸雨pH值与空气污染物浓度有极显著相关关系。酸雨呈硫酸性酸雨,主要阴离子为SO24-、NO3-、Cl-,阳离子为NH4+、Ca2+、K+,且SO24-/NO3-比值较小。农田保护区因处于城市及工业污染源下风向,降水总离子及SO24-浓度较高,酸雨强度不亚于城市。在新设工业园及迁出企业布局上,应考虑设于较小风频方位,以减轻南昌农田保护区及城市污染,建议选择城市西北、东南侧安排新设排放源。 展开更多
关键词 酸雨ph 降水成分 空气污染物浓度 排放源分布 风向
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大连市酸雨污染特征及原因简析 被引量:7
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作者 李丹 于庆凯 《环境科学与管理》 CAS 2010年第9期128-131,共4页
2008年大连市酸雨频率为36.9%,酸雨污染以硫酸型污染为主,但硝酸盐对酸雨的贡献相对较高,降水中对酸雨主要起中和作用的离子为钙离子及铵根离子。2003年-2008年来大连市降水酸度和酸雨频率呈逐年上升趋势,从各季节变化看,最高酸雨频率... 2008年大连市酸雨频率为36.9%,酸雨污染以硫酸型污染为主,但硝酸盐对酸雨的贡献相对较高,降水中对酸雨主要起中和作用的离子为钙离子及铵根离子。2003年-2008年来大连市降水酸度和酸雨频率呈逐年上升趋势,从各季节变化看,最高酸雨频率主要发生在夏季,降水中(Ca2++NH4+)/(SO4-2+NO3-)呈下降趋势,从而说明虽然大连市局地的二氧化硫和氮氧化物污染对降水酸度产生一定影响,但相比而言,空气中碱性颗粒物的减少,对大连市酸雨频率的升高影响更大;大连市酸雨污染受外来源的远距离输送影响的比例很大。 展开更多
关键词 ph酸雨频率 硫酸型 二氧化硫 氮氧化物 远距离输送
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广州酸雨观测站2008年-2012年酸雨资料分析 被引量:8
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作者 杨慧燕 王志春 +1 位作者 成明 张美玉 《气象研究与应用》 2014年第2期52-56,共5页
利用广州酸雨观测站2008年-2012年的酸雨观测数据,分析广州市年、月、季平均酸雨pH值及酸雨发生频率,并对广州市酸雨变化情况进行分析总结,结果表明:五年中广州的年酸雨平均pH值为4.48,年平均发生频率为75.8%。年平均酸雨最大pH值为4.67... 利用广州酸雨观测站2008年-2012年的酸雨观测数据,分析广州市年、月、季平均酸雨pH值及酸雨发生频率,并对广州市酸雨变化情况进行分析总结,结果表明:五年中广州的年酸雨平均pH值为4.48,年平均发生频率为75.8%。年平均酸雨最大pH值为4.67,年平均酸雨最小pH值为4.22。酸雨发生频率最高是2009年,为95.9%,最低则是2012年,为82.3%。按照酸雨PH值标准划分来看,2008至2010年年平均pH值属于较强酸性降水,而2011至2012年年平均pH值属于弱酸性降水。月平均酸雨最大pH值出现在11月,pH值为4.71,月平均酸雨最小pH值出现在2月,pH值为3.29;而酸雨频率月变化则可以看出6月份酸雨发生频率最高,为90.4%,而10月份酸雨发生频率最低,为44.0%。按季节分析,广州市秋季降水pH值最高,冬季降水pH值最低,秋季出现酸雨频率最小,冬季出现酸雨频率最大。四季轻雾日数与降水pH值呈显著的负相关,与酸雨频率呈显著的正相关。对风速与酸雨平均pH值分析,说明风速增大时,容易造成外来污染物的入侵,使污染加剧,酸雨平均值减小,酸雨频率增大。而雨量的变化对四季酸雨平均pH值有着显著的影响。 展开更多
关键词 酸雨平均ph 酸雨频率 轻雾日数 风速 雨量变化
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Ammonium Variational Trends and the Ammonia Neutralization Effect on Acid Rain over East Asia
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作者 GAO Chao WANG Zi-Fa Enagnon A. GBAGUIDI 《Atmospheric and Oceanic Science Letters》 2010年第2期120-126,共7页
The distribution and variations of ammonium and the ammonia neutralization effect on acid rain were examined in East Asia during the period of 2000 05 using observed wet deposition data from the Acid Deposition Monito... The distribution and variations of ammonium and the ammonia neutralization effect on acid rain were examined in East Asia during the period of 2000 05 using observed wet deposition data from the Acid Deposition Monitoring Network in East Asia (EANET).Observational trends show a high proportion of NH 4 + in the total cations,with a six-year mean proportion of over 20% for continental and inland regions.The concentrations and deposition of NH 4 + were higher in western China and Vietnam than in other regions.The annual variations in NH 4 + concentration were smooth in most of the regions,except for southern China and Vietnam,where the NH 4 + concentrations increased,and western China,where the NH 4 + concentrations decreased.The neutralization factors (NFs) of NH 4 + indicate that ammonia has a great neutralization capability toward acid rain,including for the regions with low NH 4 + concentrations,such as Japan.The NFs were high in summer,with no obvious discrepancies between the northern and southern stations.However,the correlation coefficients between NH 4 + concentrations and rain pH values imply that the ammonia neutralization effects on the pH values were distinct only at southern China and southern Japan stations.The neutralization of precipitation by ammonia was estimated by comparing the discrepancies between the observed pH values and the pH values calculated without ammonia consuming the H + in NH 4 +.The results demonstrate that ammonia may increase annual mean pH values by 0.4 0.7 in southern China and by 0.15 0.25 in southern Japan. 展开更多
关键词 acid rain AMMONIUM neutralization effect
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Analysis of the Spatio-temporal Changes in Acid Rain and Their Causes in China(1998–2018) 被引量:17
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作者 CHEN Xuan SHAN Xiaoran +4 位作者 SHI Zhaoji ZHANG Jiaen QIN Zhong XIANG Huimin WEI Hui 《Journal of Resources and Ecology》 CSCD 2021年第5期593-599,共7页
With the rapid development of the economy,acid rain has become one of the major environmental problems that endanger human health.Being the largest developing country,the environmental problems caused by acid rain are... With the rapid development of the economy,acid rain has become one of the major environmental problems that endanger human health.Being the largest developing country,the environmental problems caused by acid rain are of increasing concern with the rapid industrialization and urbanization in China.Recently,many researchers have focused on acid rain.To better understand the temporal and spatial dynamics of acid rain in China,the monitoring data on acid rain from 1998 to 2018 were studied using ArcGIS 10.2.The results show that the proportion of acid rain cities,the frequency,and the area of acid rain were decreasing,however,the situation still remains serious.Overall,the chemical type of acid rain was mainly sulfuric acid rain.However,the concentration ratio of SO_(4)^(2-)/NO_(3)^(-)-decreased by 81.90%in 2018 compared with 1998,and presented a decreasing trend,which indicates that the contribution of nitrate to precipitation acidity has been increasing year by year.This research will help us to understand the distribution characteristics and causes of acid rain in China,and it may provide an effective reference for the prevention and control of acid rain in China. 展开更多
关键词 acid rain ph spatio-temporal change chemical composition TREND
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Surface Amendments Can Ameliorate Subsoil Acidity in Tea Garden Soils of High-Rainfall Environments 被引量:5
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作者 WANG Lei Clayton R. BUTTERLY +5 位作者 CHEN Qiuhui MU Zhibo WANG Xia XI Yunguan ZHANG Jibing XIAO Xingji 《Pedosphere》 SCIE CAS CSCD 2016年第2期180-191,共12页
Strongly acidic soils (pH 〈 5.0) are detrimental to tea (Camellia sinensis) production and quality. Little information exists on the ability of surface amendments to ameliorate subsoil acidity in the tea garden s... Strongly acidic soils (pH 〈 5.0) are detrimental to tea (Camellia sinensis) production and quality. Little information exists on the ability of surface amendments to ameliorate subsoil acidity in the tea garden soils. A 120-d glasshouse column leaching experiment was conducted using commonly available soil ameliorants. Alkaline slag (AS) and organic residues, pig manure (PM) and rapeseed cake (RC) differing in ash alkalinity and C/N ratio were incorporated alone and in combination into the surface (0-15 cm) of soil columns (10 cm internal diameter x 50 cm long) packed with soil from the acidic soil layer (15-30 cm) of an Ultisol (initial pH -- 4.4). During the 120-d experiment, the soil columns were watered (about 127 mm over 9 applications) according to the long-term mean annual rainfall (1 143 mm) and the leachates were collected and analyzed. At the end of the experiment, soil columns were partitioned into various depths and the chemical properties of soil were measured. The PM with a higher C/N ratio increased subsoil pH, whereas the RC with a lower C/N ratio decreased subsoil pH. However, combined amendments had a greater ability to reduce subsoil acidity than either of the amendments alone. The increases in pH of the subsoil were mainly ascribed to decreased base cation concentrations and the decomposition of organic anions present in dissolved organic carbon (DOC) and immobilization of nitrate that had been leached down from the amended layer. A significant (P 〈 0.05) correlation between alkalinity production (reduced exchangeable acidity - N-cycle alkalinity) and alkalinity balance (net alkalinity production - N-cycle alkalinity) was observed at the end of the experiment. Additionally, combined amendments significantly increased (P ~ 0.05) subsoil cation concentrations and decreased subsoil A1 saturation (P 〈 0.05). Combined applications of AS with organic amendments to surface soils are effective in reducing subsoil acidity in high-rainfall areas. Further investigations under field conditions and over longer timeframes are needed to fully understand their practical effectiveness in ameliorating acidity of deeper soil layers under naturally occurring leaching regimes. 展开更多
关键词 Al saturation LEACHING NITRATE organic amendments organic anions ph soil acidity soil alkalinity
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