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Application of Principal Component Analysis with SPSS in Water Quality Assessment of Shenzhen Eastern Beach 被引量:1
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作者 彭泰 周连宁 刘念 《Agricultural Science & Technology》 CAS 2014年第4期688-691,共4页
Survey and analysis were conducted on water quality of offshore seas in eastern region of Shenzhen by principal component analysis with SPSS. Then, 8 pollutants indices were then reduced to 5. Based on weighted analys... Survey and analysis were conducted on water quality of offshore seas in eastern region of Shenzhen by principal component analysis with SPSS. Then, 8 pollutants indices were then reduced to 5. Based on weighted analysis of principal component weights, comprehensive scores of different monitored stations were com- puted and sequenced in order to make evaluation on sea quality of eastern region of Shenzhen. 展开更多
关键词 Principal components analysis with SPSS Water quality evaluation Eastern region in Shenzhen
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Optimization and Shelf-Life Evaluation of Pearl Millet Based Halwa Dry Mix
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作者 D. N. Yadav S. Balasubramanian +2 位作者 J. Kaur T. Anand A. K. Singh 《Journal of Food Science and Engineering》 2011年第4期313-322,共10页
Indian traditional sweet dish i.e. halwa was developed from pearl millet grains. Pearl millet grains (Pennisetum typhoides var. PHB-2168) were steamed for 20 min at 1.05 kg cm^2 in order to minimize lipase activity,... Indian traditional sweet dish i.e. halwa was developed from pearl millet grains. Pearl millet grains (Pennisetum typhoides var. PHB-2168) were steamed for 20 min at 1.05 kg cm^2 in order to minimize lipase activity, total phenols, phytic acid and tannins content. Steamed grains were dried (12 ± 0.5% moisture content), pearled, milled, sieved through sieve opening size of 0.234 mm and were used for study. Central composite rotatable design (CCRD) with three independent variables i.e. vanaspati, sugar and water for rehydration were used to design the experiments. Sensory responses and rehydration ratio were used to study the individual and interactive effects of variables. Sensory score for colour varied from taste 6.3-7.9, mouth feel 6.4-7.8, overall acceptability (OAA) 6.5-7.9 and rehydration ratio (RR) from 1.4 to 2.3. All the responses fitted into quadratic equation with R2 〉 0.80. Halwa dry mix was also evaluated for stability in polyethylene pouches at ambient conditions and the peroxide and free fatty acids value were 21.35 meqO2 kg^-1 fat, 0.55% (oleic acid), respectively after 6 months of storage. Based on compromise optimization, optimum levels of the ingredients recommended with 86.4% desirability were: vanaspati 38.6 g 100 g^-1 pearl millet semolina (PMS), sugar 88.7 g 100 g^-1 PMS and water for rehydration 151 mL 100 g^-1 dry mix. 展开更多
关键词 Pearl millet hydrothermal treatment anti-nutritional factor halwa rehydration ratio.
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Characterization of Placic Horizons in Ironstone Soils of Louisiana, USA
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作者 D. C. WEINDORF N. BAKR +3 位作者 Y. ZHU B. HAGGARD S. JOHNSON J. DAIGLE 《Pedosphere》 SCIE CAS CSCD 2010年第4期409-418,共10页
Placic horizons, defined as thin, wavy, hardened layers of iron and organic matter, are rare within the United States, occurring only in Washington, Alaska, and Hawaii. While ironstone is common in many soils of the s... Placic horizons, defined as thin, wavy, hardened layers of iron and organic matter, are rare within the United States, occurring only in Washington, Alaska, and Hawaii. While ironstone is common in many soils of the southeastern United States, it is not known to contain appreciable organic matter. As a pilot study evaluating the justification for a larger study on ironstone in Louisiana, a 40 m lateral exposure with suspected placic horizons was evaluated in Vernon Parish, Louisiana. Results of laboratory analysis show elevated levels of iron and organic matter in the suspect horizons that meet the criteria of placic horizons as defined by the Soil Survey Staff. Based on the results of this study, additional evaluation of multiple pedons with similar features is warranted. Should additional pedons demonstrate similar properties, a new great group of 'Petrudepts' would be needed to describe both the placic horizons in the pedon and the udic moisture regime in which they occur. 展开更多
关键词 ortstein pedon petroferric contact Petrudepts
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Water Quality Evaluation Model Based on Principal Component Analysis and Information Entropy:Application in Jinshui River 被引量:8
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作者 马建琴 郭晶晶 刘晓洁 《Journal of Resources and Ecology》 CSCD 2010年第3期252+249-251,共4页
水质评价对决策者决定水的使用功效尤为重要。水质综合评价系统中涉及到大量因子与指标,因子之间相互作用,致使水质的评价工作相对困难。主成分分析法可以消除因子间的相关性,因而被广泛应用于水质评价,但其忽略了数据离散程度的问题。... 水质评价对决策者决定水的使用功效尤为重要。水质综合评价系统中涉及到大量因子与指标,因子之间相互作用,致使水质的评价工作相对困难。主成分分析法可以消除因子间的相关性,因而被广泛应用于水质评价,但其忽略了数据离散程度的问题。熵值法则考虑了数据的离散特点。为更好地进行水质的综合评价,本文提出把主成分分析法和熵值法结合起来确定指标权重的方法,建立了水质评价模型,并采用该模型对郑州市金水河再生水2009年的水质情况进行评价,将评价结果与单独采用主成分分析或熵值法的结果进行了比较。结果表明了该方法的可行性与实用性,能够为非常规水资源利用提供理论依据和决策参考。 展开更多
关键词 impact factors water quality evaluation principal component analysis(PCA) information entropy(IE) WEIGHT unconventional water
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浓缩前列安丸成型工艺研究
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作者 刘国玲 王洪军 +1 位作者 肖晏婴 刘敏 《湖北中医杂志》 2015年第12期71-72,共2页
浓缩前列安丸为湖北中青年知名中医、襄阳市中医名师邹如政主任医师治疗男性病的院内制剂,由荔枝核、郁金、桃仁、红花、白芷等20味中药组成,具有疏肝活络、化瘀通淋之功,用于肝郁络滞、湿热瘀阻引起的慢性非细菌性前列腺炎、前列腺... 浓缩前列安丸为湖北中青年知名中医、襄阳市中医名师邹如政主任医师治疗男性病的院内制剂,由荔枝核、郁金、桃仁、红花、白芷等20味中药组成,具有疏肝活络、化瘀通淋之功,用于肝郁络滞、湿热瘀阻引起的慢性非细菌性前列腺炎、前列腺增生[1]。前期试验分别介绍了水提取部位的提取工艺优化和水提取浸膏的干燥工艺优化[2-3],本实验以推料速度、切丸速度、乙醇浓度、乙醇用量为考察因素,以水分评分和崩解时限评分作为考察指标,采用正交实验优选浓缩前列安丸的成型工艺。现报告如下。 展开更多
关键词 浓缩前列安丸 成型工艺 水分评分 崩解时限评分
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Assessing Soil Water Retention Characteristics and Their Spatial Variability Using Pedotransfer Functions 被引量:4
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作者 LIAO Kai-Hua1, XU Shao-Hui2,.2, WU Ji-Chun1, JI Shu-Hua2 and LIN Qing2 XU Shao-Hui +2 位作者 WU Ji-Chun JI Shu-Hua LIN Qing 《Pedosphere》 SCIE CAS CSCD 2011年第4期413-422,共10页
A total of 107 soil samples were taken from the city of Qingdao,Shandong Province,China.Soil water retention data at 2.5,6,10,33,100,300,and 1 500 kPa matric potentials were measured using a pressure membrane apparatu... A total of 107 soil samples were taken from the city of Qingdao,Shandong Province,China.Soil water retention data at 2.5,6,10,33,100,300,and 1 500 kPa matric potentials were measured using a pressure membrane apparatus.Multiple linear regression (MLR) was used to develop pedotransfer functions (PTFs) for single point estimation and van Genuchten parameter estimation based on readily measurable soil properties,i.e.,MLR-based point (MLRP) PTF and MLR-based parametric (MLRV) PTF.The double cross-validation method was used to evaluate the accuracy of PTF estimates and the stability of the PTFs developed in this study.The performance of MLRP and MLRV PTFs in estimating water contents at matric potentials of 10,33,and 1 500 kPa was compared with that of two existing PTFs,the Rawls PTF and the Vereecken PTF.In addition,geostatistical analyses were conducted to assess the capabilities of these PTFs in describing the spatial variability of soil water retention characteristics.Results showed that among all PTFs only the Vereecken PTF failed to accurately estimate water retention characteristics.Although the MLRP PTF can be used to predict retention characteristics through traditional statistical analyses,it failed to describe the spatial variability of soil water retention characteristics.Although the MLRV and Rawls PTFs failed to describe the spatial variability of water contents at a matric potential of 10 kPa,they can be used to quantify the spatial variability of water contents at matric potentials of 33 and 1 500 kPa. 展开更多
关键词 double cross-validation method multiple linear regression soil water content van Genuchten parameter
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