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Environmental Science and Pollution Research - As a large river connected lake, Dongting Lake is influenced by anthropogenic activities and the discharge from its upstream tributaries in the lake...  相似文献   
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陈喜阳  周程  王田 《环境科学》2023,44(10):5464-5477
准确预测能源消费及碳排放量对于科学有序落实我国"2030年前碳达峰,2060年前碳中和"目标有重要现实意义.提出了一种融合位置扰动和模拟退火的改进粒子群算法(IPSO)优化基于两层"分解-集成"策略的预测方法:首先利用趋势分解(TD)将原始能源消费时序分解成趋势项和非趋势项,继而使用经验模态分解(EMD)将非趋势项分解成若干本征模态函数(IMFs)和一个残差项,然后对上述趋势项、IMFs和残差项分别建模预测,利用IPSO优化多元线性回归模型(MLR)预测趋势项,采用长短期记忆神经网络(LSTM)预测非趋势项的本征模态函数IMFs和残差子序列,最后通过相加集成求取最终能源消费预测值.实证分析表明,基于TD-EMD两层"分解-集成"策略的IPSO-MLR-LSTM模型融合了TD、EMD、IPSO和LSTM的优点,更全面地捕捉了趋势项和非趋势项演化规律,提升了预测性能,将其应用于能源消费领域是可行且有效的.最后,预测了在不同能源消费结构、经济增长、人口数量、能源效率和人均生活能源消费水平情景下的我国2021~2035年能源消费和碳排放量,并给出相关政策建议.  相似文献   
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聚合酶链式反应一变形梯度凝胶电泳(PCR—DGGE)作为一种分子指纹图谱能够较准确地反应污水处理过程中微生物群落结构多样性及其动态变化而广泛应用于废水生物处理技术的研究中。PCR—DGGE技术不仅能对样品中微生物群落结构多样性及种群演替进行分析,还能用于污水处理中优势菌群的分离与鉴定,克服了传统方法费时费力、培养条件苛刻等局限性,进而运用该技术构建高效的污染物降解工程菌,提高难降解有机物的去除效率,调节实际工艺参数,提高污水处理效率。  相似文献   
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田小萌 《环境工程》2013,(Z1):664-665
据实测数据:变电所外离地面1 m的高度,所测得的磁场强度约1040 mG,变电所的控制室、值班室内由于屋体的屏蔽作用,磁场强度为90040 mG,变电所的控制室、值班室内由于屋体的屏蔽作用,磁场强度为9001500 mG。因此,变电所噪声的控制是环保达标的重点关注环节。  相似文献   
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The influence of CO2 content and presence of SO2 on the sequestration of CO2 by municipal solid waste incinerator(MSWI) fly ash was studied by investigating the carbonation reaction of MSWI fly ash with different combinations of simulated flue gas.The reaction between fly ash and 100% CO2 was relatively fast;the uptake of CO2 reached 87g CO2/kg ash,and the sequestered CO2 could be entirely released at high temperatures.When CO2 content was reduced to 12%,the reaction rate decreased;the uptake fell to 41g CO2/kg ash,and 70.7% of the sequestered CO2 could be released.With 12% CO2 in the presence of SO2,the reaction rate significantly decreased;the uptake was just 17g CO2/kg ash,and only 52.9% of the sequestered CO2 could be released.SO2 in the simulated gas restricted the ability of fly ash to sequester CO2 because it blocked the pores of the ash.  相似文献   
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Environmental Science and Pollution Research - PEN is a widely used triazole fungicide, usually used to control grape white rot. In the process of agricultural use, PEN will be scattered to the...  相似文献   
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To investigate the effect of chiral pesticide fenvalerate (FV) on the micro-ecological environment of aquaculture pond sediment, we used an indoor static experiment to observe the effects of FV added at different concentrations with different chiral isomers on the changes in the sediment bacterial community. The 16S rDNA high-throughput sequencing technique was used to conduct sequencing and analysis of the bacterial community structure as well as changes in aquaculture pond sediments after 4 weeks of cultivation. The results showed that the microbial alpha diversity indices (Sobs and Shannon indices) of the treated groups were significantly lower than those of the control group after 4 weeks (P < 0.05), and the values in the high-concentration group were significantly lower than those of the low-concentration group (P < 0.05). In terms of bacterial group composition, the proportion of abundance of Proteobacteria and Acidobacteria in the treated groups were greater than in the control group after 4 weeks, while the proportion of abundance of Bacteroidetes and Verrucomicrobia were lower. In the high-concentration FV treatment group, the proportion of abundance of Bacteroidetes, Acidobacteria, Chloroflexi, Nitrospinae, unclassified_k_norank, Ignavibacteriae, and Nitrospirae were significantly different from those of the other groups (P < 0.05). Principal coordinate analysis (PCoA) and ANONISIM/Adonis analysis showed that the cis-enantiomer had a stronger effect on the bacterial community as the concentration of FV increased. In addition, the linear discriminant analysis effect size (LEfSe) and linear discriminant analysis (LDA) results revealed differences in the level of enrichment of bacterial groups caused by FV at different concentrations and isomer levels. Collectively, this study showed that FV residue has a pronounced effect on bacterial communities in sediment, which becomes more significant with increasing exposure concentration. The effects of the cis- and trans-enantiomers of FV on the sediment environment are different; the cis-enantiomer has a stronger effect on the bacterial community.

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Environmental Science and Pollution Research - Identifying sources of nitrate contamination has been a long-term challenge in areas with different land uses. We investigated the biogeochemical...  相似文献   
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