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基于光谱技术的土壤环境污染物成分检测方法 被引量:7
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作者 苏静 张玮 《生态毒理学报》 CAS CSCD 北大核心 2022年第5期507-514,共8页
土壤污染会严重威胁人类生活,因此有必要对土壤环境污染物成分进行检测,以寻求正确的处理方法。但目前检测手段较为落后,使得污染物成分检测精度较低。为解决这一问题,本文提出了一种基于光谱技术的土壤环境污染物成分检测方法。首先使... 土壤污染会严重威胁人类生活,因此有必要对土壤环境污染物成分进行检测,以寻求正确的处理方法。但目前检测手段较为落后,使得污染物成分检测精度较低。为解决这一问题,本文提出了一种基于光谱技术的土壤环境污染物成分检测方法。首先使用光谱仪器扫描土壤样品,再利用差分吸收光学光谱技术测量土壤环境污染物含量,将该含量作为改进深度学习网络的输入向量;然后将粒子群算法优化权值与Softmax分类器相结合,获得的深度学习自动编码器,对输入向量编码进行解码,并训练输入向量样本合集,至此,完成基于深度神经网络的土壤污染物检测模型的构建。实验结果证明,该方法具有较强的样本数据分类能力,具有较高的污染物成分检测精度。 展开更多
关键词 土壤环境污染物 光谱技术 成分检测 Softmax分类器 差分吸收
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Impact of Urbanization on Shanghai's Soil Environmental Quality 被引量:54
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作者 HUXue-Feng WUHe-Xin HUXing FANGSheng-Qiong WUchen-Juan 《Pedosphere》 SCIE CAS CSCD 2004年第2期151-158,共8页
Heavy metal contents in the soils in the Baoshan District of Shanghai were monitored to evaluate the risk of soil environmental quality degradation due to rapid urbanization and to reveal the ways of heavy metal accum... Heavy metal contents in the soils in the Baoshan District of Shanghai were monitored to evaluate the risk of soil environmental quality degradation due to rapid urbanization and to reveal the ways of heavy metal accumulation in soil during rapid urban sprawl. It was found that the soils in this district were commonly contaminated by Pb, Zn and Cd. Evaluated with a geo-accumulation index (Igeo), the rate of Pb contamination in soils was 100% with 59% of these graded as moderate-severe or severe; Zn contamination reached 59% with 6% graded as moderate-severe or severe; and Cd contamination was over 50%, with one site graded as moderate-severe and another severe-extremely severe. Metal contamination of soils around the Shanghai metropolis was mainly attributed to traffic, industrial production, wastewater irrigation and improper disposal of solid wastes. Because of continuing urbanization, the cultivated land around the metropolis should be comprehensively planned and carefully managed. Also the soil environmental quality of vegetable production bases in this area should be monitored regularly, with vegetables to be grown selected according to the degrees and types of soil contamination. 展开更多
关键词 CONTAMINATION heavy metals soil environmental quality URBANIZATION
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Application of the ISCST3 model for predicting PCDD/F concentrations in agricultural soil in the vicinity of a MSWI plant in China 被引量:1
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作者 Meng-xia XU Jian-hua YAN +5 位作者 Sheng-yong LU Xiao-dong LI Tong CHEN Ming-jiang NI Hui-fen DAI Ke-fa CEN 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2008年第3期373-380,共8页
Based on the Industrial Source Complex Short-Term Version 3 (ISCST3) model, a simplified modeling approach was developed to predict concentrations of congeners of polychlorinated-p-dioxins and dibenzofurans (PCDD/F... Based on the Industrial Source Complex Short-Term Version 3 (ISCST3) model, a simplified modeling approach was developed to predict concentrations of congeners of polychlorinated-p-dioxins and dibenzofurans (PCDD/Fs) of agricultural soil, within a radius of 3 kin from a municipal solid waste incinerator (MSWI) plant after its 4-year operation in Hangzhou, China. Comparisons were made between the measured and estimated congener-specific concentrations and the international-toxic equivalent (I-TEQ) values of soil samples with respect to distance from the stack. The results indicate that the predictions of soil PCDD/F concentrations and K-TEQ values were generally lower than their observations, and that the higher the degree of underestimation seems, the greater the further downwind one gets. Nevertheless, most of the predictions were in good agreement with the trend of measured ones and were within a factor of ten for samples located within 1 kin of the plant. Besides, analysis of contributions of various deposition pathways confirms that in addition to wet particle deposition, the dry gaseous deposition is essential for realistic prediction of PCDD/F depositions to soil, especially for tetra- and penta-chlorinated dioxins. 展开更多
关键词 Agricultural soil Dispersion model ISCST3 Municipal solid waste incinerator (MSWI) Polychlorinated-p-dioxins and dibenzofurans (PCDD/Fs)
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Natural Organic Amendments for Improved Phytoremediation of Polluted Soils:A Review of Recent Progress 被引量:15
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作者 Alina WISZNIEWSKA Ewa HANUS-FAJERSKA +1 位作者 Ewa MUSZYIISKA Krystyna CIARKOWSKA 《Pedosphere》 SCIE CAS CSCD 2016年第1期1-12,共12页
Environmental pollution caused by metals, radionuclides and organic pollutants affects quality of the biosphere: soil, water and air.Currently, great efforts have been made to reduce, remove or stabilize contaminants ... Environmental pollution caused by metals, radionuclides and organic pollutants affects quality of the biosphere: soil, water and air.Currently, great efforts have been made to reduce, remove or stabilize contaminants in polluted sites. There has been increasing interest in phytoremediation—the use of plants to reduce concentration of pollutants or to render them harmless. This paper provides a brief review of recent progress in the research and practical application of phytoremediation techniques. Improvements in phytoremediation due to utilization of organic amendments, namely, agro- and industrial wastes(such as sugar beet residue, composted sewage sludge or molasses), biochar, humic substances, plant extracts and exudates are discussed, as well as their influences on soil structure and characteristics, plants growth and bioavailability of pollutants. Both plant-assisted phytoremediation and the use of natural materials in the absence of remediating plant are believed to be cost-effective and environmentally friendly approaches for soil cleanup. However,the characterization and quantification of a range of natural materials used in phytoremediation are essential in order to implement these approaches to practice. 展开更多
关键词 agricultural wastes BIOAVAILABILITY BIOCHAR contamination natural chelators toxic elements
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