The application of rough sets-neural network theory to mine ventilation system evaluation

To solve the instability problem of established sample in the neural network evaluation method for mine ventilation system, a comprehensive evaluation of the ventilation system is carried out based on rough sets and BP neural networks. Taking the ventilation system of a mine as an example, the classification quality of raw data samples are tested by using rough set data analysis system. Then, based on artificial neural network theory, a rough sets-neural network evaluation model of a mine ventilation system is established and a new rough sets-neural network evaluation method of mine ventilation system is formed. The results show that, after the model validation of data and application, its theoretical evaluation results are in line with the actual situation, and the network total error is less than 0.004. It shows that the comprehensive evaluation method based on rough sets-neural networks has a good effect in evaluating mine ventilation system in practical application.     

基于贝叶斯分类实现数字图书馆主动推送服务

对如何通过贝叶斯分类实现数字图书馆主动推送服务进行了探讨。     

冷水江锑矿区重金属污染林地土壤环境质量评价

为了给锑矿区土壤生态修复、造林树种选择和快速恢复植被提供科学依据,采集了冷水江锑矿区受重金属污染的林地土壤样品,运用原子吸收分光光度法对土壤中6种重金属元素进行了测定,并对锑矿区受重金属污染的森林土壤环境质量进行了全面评价,结果表明:锑矿区三地点土壤中Sb、As、Pb、Hg、Cd、Zn含量有极显著差异。七里铺点土壤中以Sb、Hg、Cd、Zn含量最高,长龙界点土壤中以As含量最高,联盟点土壤中以Pb含量最高。随着土层厚度的增加,土壤中Sb、As、Pb、Hg、Cd、Zn含量呈递减的趋势。联盟点、长龙界点重金属污染的大小顺序是:Sb>Cd>Hg>As>Zn>Pb。七里铺点重金属污染的大小顺序是:Sb>Cd>Hg>Zn>As>Pb。依据内梅罗污染指数评价标准,冷水江锑矿区存在着严重的Sb、As、Cd、Hg和轻度的Zn、Pb复合污染。从不同土层重金属污染的内梅罗污染指数及重金属含量的分布特征分析,Sb、Hg在土壤中具有较大的迁移性,Zn具有中等的迁移性,而As、Pb、Cd则具有较小的迁移性。     

Partial replacement of Fe(o,o‐EDDHA) by humic substances for Fe nutrition and fruit quality of citrus

The most widely used Iron (Fe) fertilizer in calcareous soils is the synthetic chelate Fe(o,o‐EDDHA). However, humic substances are occasionally combined with Fe chelates in drip irrigation systems in order to lower costs. We investigated the effect of various mixtures of Fe(o,o‐EDDHA) and a commercially available humic substance on Fe availability in a calcareous soil from Murcia, Spain (in vitro experiment) and on leaf Fe content and fruit‐quality attributes of Citrus macrophylla (field experiment). In the in vitro experiment, a calcareous soil was incubated for 15 d with solutions of sole Fe(o,o‐EDDHA) and humic substance and of a mixture of humic substance and Fe(o,o‐EDDHA) to determine the dynamics of available Fe. While the mixture did not significantly increase the available soil Fe, it did decrease the rate of Fe retention in the surface soil compared to sole Fe(o,o‐EDDHA). In the field experiment, the substitution in the application solution of 67% of Fe(o,o‐EDDHA) by commercial humic substance increased leaf P in lemon trees from 0.19% with sole Fe(o,o‐EDDHA) to 0.30% and leaf Fe from 94 mg kg^–1 to 115 mg kg^–1. Some quality parameters like vitamin C content and peel thickness were also improved with a partial substitution of Fe(o,o‐EDDHA) by humic substances. We conclude that a partial substitution of commercial Fe chelates by humic substance can improve crop Fe uptake and may thus be economically attractive. The underlying physiological mechanisms and ecological implications require further studies.     

Heavy Metal Accumulation in Plants on Mn Mine Tailings

The Xiangtan Manganese （Mn） Mine in the middle of Hunan Province, China, has been mined since 1913 with mine tailings including excavated wastes, wastewater, and smelting wastes. A survey was conducted on the Mn mine tailing soils and eight plants on the Mn mine tailings. The concentrations of soil Mn, Pb, and Cd and the metal-enrichment traits of these eight plants were analyzed simultaneously. Exceptionally high concentrations of these three metals were found in the soils, especially on the tailing dam. Each plant investigated in this study accumulated the three heavy metals, but no hyperaccumulator of these metals was found. However, analysis indicated that Poa pratensis Linn., Gnaphalium affine D. Don, Pteris vittata L., Conyza canadensis （L.） Cronq., and Phytolacca acinosa Roxb. possessed specially good metalenrichment and metal-tolerant traits. P. pratensis, G. affine, and P. vittata were Pb-tolerant plants; and C. canadensis, P. pratensis, and G. affine were Cd-tolerant plants. P acinosa had a great tolerance to Mn, and it was a valuable plant for on-site phytoremediation. Phragmites communis Trin. was found to have high metal tolerance and economic benefit as a raw material for paper and should be considered for soil remediation. G. affine and C. canadensis had excessive accumulation of Mn and could be useful in phytoremediation. However, although P. pratensis was a good accumulator, it was not a suitable plant for soil remediation because its biomass was too little.     

神东矿区堆积弃土坡地入渗规律试验研究

选择了神东矿区内土壤类型一致、土壤初始含水率、坡度相似而弃土时间分别为2002～2003年、1996～1997年、1990～1991年的小区和原状土,以及弃土时间为1990～1991年、植被覆盖度相似的不同坡度及坡度、植被覆盖度相似而坡长不同的10个试验小区进行强度为2.0 mm/min人工降雨模拟试验。通过对各场降雨进行入渗率计算,获得10场入渗率变化曲线。结果表明,不同时间堆积弃土具有不同的稳定入渗率,新堆积坡地入渗率要明显高于原状土,达到稳定入渗时间要比原状土长。随着堆积时间的延长,稳定入渗率逐渐下降到原状土水平。坡度、坡长的变化影响弃土坡地入渗过程。坡度越大,产流越快、入渗过程越不稳定;坡长越长,产流越慢、入渗率变化越大。但在其它条件相似的情况下,坡度、坡长的改变对稳定入渗率的影响较小。     

陕北黄土高原森林群落物种多样性分析

晋陕蒙能源基地榆神府矿区,煤炭资源丰富,是我国重要的能源重化工基地。由于地处鄂尔多斯盆地东北部的黄土丘陵区和毛乌素沙地,自然条件恶劣,生态环境十分脆弱,水土流失是该区主要环境地质问题之一,而煤炭资源的大规模开发,必将加剧水土流失和环境恶化。根据1987年、1992年和1999年3期TM卫星遥感影像解译成果,在地理信息系统空间数据库功能的支持下,应用层次分析法,评价了该区水土流失现状,初步揭示了水土流失影响因素和发展规律。结合调查成果,研究了矿山开发等对水土流失的影响,并进行了初步预测评价,为该区环境保护和水土流失的防治提供了依据。     

Revegetation of copper mine tailings with ryegrass and willow

To restore vegetation on metal mine tailings is very difficult because they often contain high concentrations of heavy metals, low nutrient content and low water retention capacity. This study involved 3 experiments that evaluated the effects of 4 treatment amendments: montmorillonite, rice straw, organic manure and chemical fertilizer on the growth of ryegrass (Loliurn perenne L.) and willow (Salix virninalis L.) with Cu and Zn mine tailings from two mining areas. The results showed that ryegrass was the most tolerant of 4 crops to Cu toxicity. Also when organic manure, which contained high concentrations of inorganic salts, was added to the mine tailings, it significantly hindered ryegrass growth (P=0.05).Meanwhile, with ryegrass organic manure significantly increased (P=0.05) the extractable Cu concentration in both mine tallings. When montmorillonite was used as a mine tailings amendment with willow, the height and tress number at the 1st cut were significantly greater (P = 0.05) than a control without montmorillonite. However there was no significant difference for height, tress number, dry weight or root dry weight at the 2nd cut. So, amendment applications to reduce metal toxicity and increase nutrients retention in mine tailings were essential during revegetation of mine tailings.     

铅锌矿区污染土壤微生物活性研究

通过野外调查和采样分析，研究了浙江衢州铅锌矿区土壤的微生物、土壤酶活性及植物重金属积累特性。结果表明：矿区污染区土壤Ph、Zn、Cd、Cu全量的平均值分别是对照土壤的267．8倍、132．6倍、41．8倍、17．0倍。矿区植物体内重金属含量与土壤重金属全量和有效态含量呈显著正相关。矿区土壤随着重金属含量的增加，土壤微生物生物量碳逐渐降低，而土壤基础呼吸、微生物代谢商则升高，矿区中心污染土壤微生物生物量碳只有对照土壤的72％，而基础呼吸和微生物代谢商分别是对照土壤的1．6倍和2．3倍。铅锌矿口附近污染区土壤酶活性较低，对照土壤的各种酶活性最高。其中土壤脱氧酶的活性变化最大，作为矿区重金属污染的指标更灵敏。     

马家塔露天矿区复垦土壤质量变化

以神东公司马家塔露天矿为例,选择土壤有机质、全N、有效P、速效K、pH值、含水率、紧实度、容重和EC9项指标对复垦土壤质量进行了综合评价。研究采用相关系数法确定指标权重,以隶属度函数对指标进行标准化处理,最后采用指数和法评定土壤质量。在研究区划分了5个复垦年限,并且在复垦5a的土地上采集了6种不同植被类型的土壤样品,分5个层次分别进行评价土壤质量。结果显示:随着复垦年限的增加表层土壤质量不断提高,并且表层高于下层;复垦后种植不同植被土壤质量差异较大,种植牧草、杨树较好,耕地和针叶树较差。