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Solving Fuzzy Multi-Objective Linear Programming Problem by Applying Statistical Method
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作者 Samsun Nahar Marin Akter Md. Abdul Alim 《American Journal of Operations Research》 2022年第6期293-309,共17页
In this paper, the statistical averaging method and the new statistical averaging methods have been used to solve the fuzzy multi-objective linear programming problems. These methods have been applied to form a single... In this paper, the statistical averaging method and the new statistical averaging methods have been used to solve the fuzzy multi-objective linear programming problems. These methods have been applied to form a single objective function from the fuzzy multi-objective linear programming problems. At first, a numerical example of solving fuzzy multi-objective linear programming problem has been provided to validate the maximum risk reduction by the proposed method. The proposed method has been applied to assess the risk of damage due to natural calamities like flood, cyclone, sidor, and storms at the coastal areas in Bangladesh. The proposed method of solving the fuzzy multi-objective linear programming problems by the statistical method has been compared with the Chandra Sen’s method. The numerical results show that the proposed method maximizes the risk reduction capacity better than Chandra Sen’s method. 展开更多
关键词 Fuzzy Multi-Objective Linear Programming Problem Fuzzy Linear Programming Problem chandra sen’s method statistical Averaging method New statistical Averaging method
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Trends of Urban Air Pollution in Zhengzhou City in 1996-2008 被引量:6
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作者 DU Xile LU Changhe +1 位作者 WANG Hairong MA Jianhua 《Chinese Geographical Science》 SCIE CSCD 2012年第4期402-413,共12页
Urban air pollution is a commonly concerned environmental problem in the world. Identification of air quality trend using long-term monitoring data is helpful to understand the effectiveness of pollution control strat... Urban air pollution is a commonly concerned environmental problem in the world. Identification of air quality trend using long-term monitoring data is helpful to understand the effectiveness of pollution control strategies. This study, using data from six monitoring stations in Zhengzhou City, analyzed the changing trend in concentrations of SO2, NOJNO2 and TSP/PM10 in 1996-2008, based on non-parametric Mann-Kendall test and Sen's slope estimator, and evaluated the comprehensive air pollution level using Multi-Pollutant Index (MPI). It was found that the concen- tration of each pollutant exceeded obviously the World Health Organization (WHO) guideline value, but the changing trend varied: SO2 and NO2 were significantly increased mainly due to an increase in coal consumption and vehicle number, while NOx, TSP and PM10 decreased. The air pollution was serious, and differed markedly among the three functional regions: it is the most severe in the Industrial and Residential Area (IRA), followed by the Transportation Hub and Business District (THBD), and then the High-tech, Cultural and Educational Area (HCEA). Different from NO2 concentration that had a similar change trend/rate among the function regions, the change rate of PM10 concentra- tion differed spatially, decreased much more obviously in THBD than other two regions. For the whole city, the com- prehensive air pollution level declined gradually, illustrating that the air quality in Zhengzhou was improved in the last decade. 展开更多
关键词 urban air pollution Mann-Kendall test sens method Multi-Pollutant Index (MPI) Zhengzhou
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Evaluation and Trend Analysis of Surface Water Quality in Zhengzhou in 1998-2008 被引量:1
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作者 Du Xile Lu Changhe 《Chinese Journal of Population,Resources and Environment》 2012年第4期44-51,共8页
Water pollution is one of the major environmental prob- lems, especially in urban areas. Due to rapid urban expansion and industrialization, water pollution in Zhengzhou City, the capital of Henan Province in central ... Water pollution is one of the major environmental prob- lems, especially in urban areas. Due to rapid urban expansion and industrialization, water pollution in Zhengzhou City, the capital of Henan Province in central China has become a serious problem for its development. In this study, the surface water quality was evalu- ated using Nemerow Comprehensive Pollution Index (NCPI), and the change trend was calculated using methods of Mann-Kendall test and Sen's slope estimator, based on the monitoring data from 1998 to 2008. The results show that the NCP1 ranged from 3 to 50 in 70% of the monitoring cases, implying that most rivers were seriously polluted. However, this serious polltuon is expected to be gradually improved, as the concentration of water pollutants and NCPI declined significantly in most rivers. Water pollution in reservoirs was much lower than rivers, and the NCPI in the three monitored reservoirs was lower than 3 in most years, and shows a downward trend. Although the surface water quality was gradually improved, great efforts are still needed to enhance the protection and improvement of surface water environment. 展开更多
关键词 surface water water pollution TRENDs NCPI Mann- Kendall test sens method
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近25a来天津市海河干流水质的演变特征 被引量:7
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作者 杨灿灿 吴光红 +1 位作者 陈水蓉 张鹏 《人民黄河》 CAS 北大核心 2013年第8期49-52,共4页
选取海河干流天津市区段1986—2009年的5项重要水质指标(氯化物、DO、COD、BOD和氨氮),采用距平法、LOWESS平滑法、Mann-Kendall检验法和Sen方法对其水质变化趋势及特点进行分析,研究近25 a来海河干流水质的演变特征。结果表明:①这4种... 选取海河干流天津市区段1986—2009年的5项重要水质指标(氯化物、DO、COD、BOD和氨氮),采用距平法、LOWESS平滑法、Mann-Kendall检验法和Sen方法对其水质变化趋势及特点进行分析,研究近25 a来海河干流水质的演变特征。结果表明:①这4种方法及其结合为水质趋势分析和水质管理提供了一种有效手段,不同方法之间可相互验证、相互补充,共同反映水质的演变规律;②近25 a来,海河干流大致满足其为"备用饮用水源地,工业水源地,市区景观娱乐用水"的水功能区划,5项指标中仅COD呈显著上升趋势,上升速率为0.13 mg/(L.a),氯化物含量和BOD呈上升趋势,DO和氨氮含量呈下降趋势,但都不具有显著趋势。海河干流水质总体相对稳定,没有明显变化。 展开更多
关键词 趋势分析 水质 距平法 LOWEss平滑法 Mann-Kendall检验法 sen方法 海河干流
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衢江水沙变化趋势分析 被引量:8
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作者 宋逸云 黄峰 《水资源保护》 CAS CSCD 2017年第4期40-46,共7页
以衢州水文站以上流域为研究区域,基于衢江衢州水文站1958—2006年径流量和输沙量序列,采用Mann-Kendall趋势检验法、Sen's坡度检验法、累加滤波器法与双累积曲线法,探讨近50年来衢江径流量和输沙量的变化趋势以及水沙关系的变化特... 以衢州水文站以上流域为研究区域,基于衢江衢州水文站1958—2006年径流量和输沙量序列,采用Mann-Kendall趋势检验法、Sen's坡度检验法、累加滤波器法与双累积曲线法,探讨近50年来衢江径流量和输沙量的变化趋势以及水沙关系的变化特征,并分析引起水沙序列变化的可能影响因素。结果表明:衢江年径流量无明显的变化趋势,而枯水月份(8月至次年1月)的径流量呈现显著增大的趋势,丰水月份中5月的径流量则呈现减小的趋势。输沙量变化趋势较为明显,自1980年以来衢江输沙量呈显著减小的趋势。从降水情况、水库拦沙和水土流失的治理状况等方面分析了引起衢江水沙变化的原因,提出衢江流域内水库所发挥的"蓄丰补枯"补水调节作用可能造成了径流量的变化,而水库建设与水土保持措施可能是流域输沙量减小的重要原因。 展开更多
关键词 水沙变化 Mann-Kendall趋势检验法 sen's坡度检验法 累加滤波器法 双累积曲线法 趋势分析 衢江
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基于气象再分析数据的泸州市降水演变规律研究
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作者 郭懿靓 贾鹏 郭巍巍 《环境影响评价》 2024年第6期60-68,共9页
本文根据气象再分析中国逐日降水数据集,整合计算得到四川省泸州市1961—2022年的逐日降水序列,借助Mann-Kendall检验、Sen′s斜率估计法、创新性趋势分析法、滑动T检验和Morlet小波分析等方法对泸州市降水年际变化规律和年内分配规律... 本文根据气象再分析中国逐日降水数据集,整合计算得到四川省泸州市1961—2022年的逐日降水序列,借助Mann-Kendall检验、Sen′s斜率估计法、创新性趋势分析法、滑动T检验和Morlet小波分析等方法对泸州市降水年际变化规律和年内分配规律进行了分析。分析结果表明:泸州市年降水量序列在2011年发生了跳跃变异。变异后年尺度上的极端降水天数和极端降水量虽呈现显著的下降趋势,但整体上平均态明显高于2011年之前;年降水天数序列则无明显增减趋势。1961—2022年的泸州市年降水量序列具有越来越明显的周期性。泸州市降水季节差异较大,降水年内分配特征变化总体上为无趋势或不显著的下降趋势。降水集中度(PCD)的不显著下降趋势集中于低值区和高值区;降水不均匀系数(Cv)、完全调节系数(Cr)在低、中、高值区的增减趋势较为一致,不显著的下降趋势主要位于中低值区。 展开更多
关键词 气象再分析 泸州市 降水规律 Mann-Kendall检验 sens斜率估计法 创新性趋势分析法 滑动T检验 Morlet小波分析法
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