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Soil microbial community in lead smelting area and the role of sulfur-oxidizing bacteria 铅冶炼区的土壤微生物群落及硫氧化细菌的作用
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5601-z
Chuan Wu, Hong-ren Chen, Yong-ping Lu, Yan-ting Qi, Hai-feng Li, Xing-hua Luo, Yue-ru Chen, Wei Lou, Wei-chun Yang, Wai-chin Li

The long-term operation of the lead smelter has brought serious heavy metal pollution to the surrounding soil. The microbial community structure and composition of heavy metal contaminated soil is important for the risk assessment and pollution remediation. In this study, a lead smelter operating for more than 60 years was used to investigate the effects of heavy metal pollution on soil microbial community structure and composition in vertical profile. The results showed that the heavy metal content decreases gradually with increasing vertical depth of the soil. The diversity of soil microbial community with moderate pollution was higher than that with low pollution. Regardless of the pollution level, the diversity of soil microbial community was higher in the surface layer than in the bottom layer. The dominant relative abundance genera include Perlucidibaca, Limnobacter, Delftia, Hydrogenophaga, Thiobacillus, Sulfurifustis and Sphingopyxis, showing a higher abundance of sulfur-oxidizing bacteria (SOB). XRD results showed the presence of PbSO4 in soil, may be due to the enrichment of SOB for the oxidation of sulfur. This sulfur cycle characteristic may be potential for the stabilization and remediation of lead (Pb) into PbSO4.

铅冶炼厂的长期运行给周边土壤带来了严重的重金属污染。重金属污染土壤的微生物群落结构和组成对风险评估和污染修复具有重要意义。本研究以一座运行了 60 多年的铅冶炼厂为研究对象,探讨了重金属污染对垂直剖面土壤微生物群落结构和组成的影响。结果表明,随着土壤垂直深度的增加,重金属含量逐渐减少。中度污染土壤微生物群落的多样性高于低度污染土壤微生物群落。无论污染程度如何,表层土壤微生物群落的多样性均高于底层。相对丰度占优势的菌属包括 Perlucidibaca、Limnobacter、Delftia、Hydrogenophaga、Thiobacillus、Sulfurifustis 和 Sphingopyxis,表明硫氧化细菌(SOB)的丰度较高。XRD 结果表明,土壤中存在硫酸铅,这可能是由于硫氧化细菌在氧化硫方面的富集作用。这种硫循环特性可能有助于将铅(Pb)稳定和修复为 PbSO4。
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引用次数: 0
Heavy metal(loid)s transformation in dust at a lead smelting site 铅冶炼厂粉尘中重金属的变化
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5600-0
Wen-yan Gao, Kai-kai Wu, Ting Chen, Wai-chin Li, Hong-ren Chen, Yue-ru Chen, Hao Wu, Feng Zhu, Hai-dong Li, Chuan Wu, Sheng-guo Xue

Emitted dust is the major contributor of heavy metal(loid)s in soils located near lead (Pb) smelters, but the mechanisms for transfer of the heavy metal(loid)s in dust are uncertain. The study systematically investigated the geochemical behaviors and liberation mechanisms of heavy metal(loid)s in this process. The results show that Pb, Zn, Cd, and As in two types of dust samples exceeded the allowable standards, and about 80% of Pb and Zn were present in mobile and bioavailable fractions. More than 70% of arsenic in bottom-blowing furnace dust existed in an acid-soluble fraction, while 60% of cadmium in reducing and fuming dust existed in the acid-soluble fraction. Pb isotope results showed that 97.12% of the Pb in the topsoil came from dust emitted during the smelting process. XRD and MLA results illustrated that PbSO4, ZnSO4, and CdSO4 were the major minerals in the dust, while the mineral phases of the topsoil were mainly quartz, calcite, dolomite, and muscovite. Based on a combination of mineralogical investigations and geochemical modelling, our findings suggest that liberation of the Pb, Zn, and Cd was primarily dependent on sulfate minerals under acidic conditions, whereas the liberation of As was related to adsorption by iron hydroxide.

排放的粉尘是铅(Pb)冶炼厂附近土壤中重金属(loid)的主要来源,但粉尘中重金属(loid)的转移机制尚不确定。本研究系统研究了这一过程中重金属(loid)的地球化学行为和释放机制。结果表明,两种粉尘样品中的铅、锌、镉和砷均超过了允许标准,其中约 80% 的铅、锌存在于可移动和生物可利用的组分中。底吹炉粉尘中超过 70% 的砷存在于酸溶性部分,而还原性粉尘和发烟粉尘中 60% 的镉存在于酸溶性部分。铅同位素结果表明,表层土壤中 97.12% 的铅来自冶炼过程中排放的粉尘。XRD 和 MLA 结果表明,PbSO4、ZnSO4 和 CdSO4 是粉尘中的主要矿物,而表土中的矿物相主要是石英、方解石、白云石和麝香石。结合矿物学研究和地球化学模型,我们的研究结果表明,铅、锌和镉的释放主要依赖于酸性条件下的硫酸盐矿物,而砷的释放则与氢氧化铁的吸附有关。
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引用次数: 0
Surfactant-modified SiO2/FeS nanocomposites for remediation of cadmium pollution 用于镉污染修复的表面活性剂改性 SiO2/FeS 纳米复合材料
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5605-8
Hong-yu Liu, Hua-gang Lyu, Wen Zhang, Jun Jiang, Xiao-hong Li, Sheng-guo Xue

To improve the remediation and antioxygenic properties of ferrous sulfide (FeS) nanomaterials toward heavy metals is the focus of current research. This study employed a combination of sodium carboxymethylcellulose (CMC) and sodium dodecyl benzene sulfonate (SDBS) for the modification of FeS nanomaterials supported by porous silicon (SiO2/FeS) to serves as an efficient amendment for cadmium pollution. The optimized slurry with the mass ratio of CMC/SDBS to be 1:3 showed enhanced dispersion and antioxidant effects on SiO2/FeS (the mass ratio of surfactant to FeS was 1:1). This formulation exhibited the smallest particle size (D50 = 0.66 µm) and the highest absolute Zeta potential values exceeding 30 mV. Also, the obtained products demonstrated effective remediation of cadmium-contaminated solutions, with Cd(II) primarily forming stable CdS and CdSO4 products through ion exchange and chemical precipitation. The adsorption capacity of SiO2/FeS-CMC/SDBS 1:3 for cadmium in air and nitrogen was remained during 30 d, reaching about 158 mg/g. Notably, under low concentration Cd contamination, the adsorption capacity of SiO2/FeS-CMC/SDBS 1:3 exceeded that of SiO2/FeS-CMC and SiO2/FeS-SDBS without acidification risk. In summary, this research highlights the improved remediation and antioxygenic properties achieved through CMC and SDBS co-modification of SiO2/FeS, providing a new amendment for Cd remediation.

提高硫化亚铁(FeS)纳米材料对重金属的修复和抗氧性能是当前研究的重点。本研究采用羧甲基纤维素钠(CMC)和十二烷基苯磺酸钠(SDBS)的组合,对多孔硅(SiO2/FeS)支撑的硫化亚铁纳米材料进行改性,以作为镉污染的有效修正剂。CMC/SDBS质量比为1:3的优化浆料对SiO2/FeS(表面活性剂与FeS的质量比为1:1)具有更强的分散和抗氧化效果。该配方的粒径最小(D50 = 0.66 µm),Zeta 电位绝对值最高,超过 30 mV。此外,获得的产品还能有效修复镉污染溶液,通过离子交换和化学沉淀,镉(II)主要形成稳定的 CdS 和 CdSO4 产物。在空气和氮气中,SiO2/FeS-CMC/SDBS 1:3 对镉的吸附容量在 30 d 内保持不变,达到约 158 mg/g。值得注意的是,在低浓度镉污染条件下,SiO2/FeS-CMC/SDBS 1:3 的吸附能力超过了 SiO2/FeS-CMC 和 SiO2/FeS-SDBS,且无酸化风险。总之,本研究强调了通过 CMC 和 SDBS 对 SiO2/FeS 的共同改性可改善其修复和抗氧性能,为镉修复提供了一种新的修正方法。
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引用次数: 0
Adsorption performance and mechanistic study of Pb, Cd and As by CaAl-LDH in wastewater CaAl-LDH 对废水中铅、镉和砷的吸附性能及机理研究
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5627-2
Jin-feng Hou, Qian Sun, Xiu-zhen Hao

Heavy metal composite pollution is becoming increasingly serious. In this study, CaAl-layered double hydroxide (CaAl-LDH) was prepared using the facile co-precipitating method, and was characterized by X-ray diffraction (XRD), scanning electron microscopy (SEM), fourier transform infrared (FTIR) spectroscopy and X-ray photoelectron spectroscopy (XPS). Lead(II), Cd(II), and As(V) were selected as the representative heavy metals to evaluate the adsorption capability of the synthesized CaAl-LDH by the batch experiments. The maximal adsorption capability of CaAl-LDH for Pb(II), Cd(II), and As(V) was 786.6, 437.2 and 72.9 mg/g, respectively. The adsorption mechanism of Pb, Cd and As may be surface precipitation, isomorphic substitution and ion exchange within the interlayer spaces of LDH, respectively. In conclusion, this experiment provides a LDH material with fast and efficient adsorption performance for both anionic and cationic metals, indicating its potential for practical application in the remediation of heavy metal composite pollution.

重金属复合污染日益严重。本研究采用简便的共沉淀法制备了 CaAl-层状双氢氧化物(CaAl-LDH),并通过 X 射线衍射(XRD)、扫描电子显微镜(SEM)、傅立叶变换红外光谱(FTIR)和 X 射线光电子能谱(XPS)对其进行了表征。通过批次实验,选择具有代表性的重金属铅(II)、镉(II)和砷(V)来评估合成 CaAl-LDH 的吸附能力。CaAl-LDH 对铅(II)、镉(II)和砷(V)的最大吸附能力分别为 786.6、437.2 和 72.9 mg/g。铅、镉和砷的吸附机理可能分别是 LDH 的表面沉淀、同构取代和层间离子交换。总之,本实验提供的 LDH 材料对阴离子和阳离子金属都具有快速高效的吸附性能,表明其在重金属复合污染修复中具有实际应用潜力。
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引用次数: 0
Chromium stabilization by polysulfide supported nZVI@biochar in contaminated soil: Cr bioavailability and stabilization mechanism 多硫化物支撑的 nZVI@ 生物炭在受污染土壤中稳定铬:铬的生物利用率和稳定机制
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5599-2
Jin-song Chen, Xin Wang, Xin-yao Yan, Xiao-ke Wang, Hui Ma, Sheng-yan Pu

Chromium (Cr) contamination in soil is one of the most severe environmental issues, which poses significant health hazards to humans. In this study, the stabilization mechanism of Cr-contaminated soil by polysulfide-supported nZVI@biochar (PS-nZVI@BC) and the resultant bioavailability of Cr was studied. The addition of PS-nZVI@BC is capable of decreasing 92.0% of leachable Cr(VI) in the soil after 30 days of treatment. According to sequential extraction analysis, the exchangeable Cr in soil decreased drastically from 20.8% to 4.0% after PS-nZVI@BC addition, which was mostly converted to Fe-Mn oxided and organic matter-bound forms. The stabilization mechanisms include electrostatic adsorption, redox reaction, surface complexation, and precipitation. The soil fertility of Cr-contaminated soil was effectively improved by PS-nZVI@BC, and the toxicity of Cr in soil to maize seedlings was reduced. These results demonstrated the great potential of utilizing PS-nZVI@BC for the remediation of Cr-contaminated soils.

土壤中的铬(Cr)污染是最严重的环境问题之一,对人类健康造成重大危害。本研究研究了多硫化物支撑的 nZVI@生物炭(PS-nZVI@BC)对铬污染土壤的稳定机制以及由此产生的铬的生物利用率。经过 30 天的处理后,添加 PS-nZVI@BC 能够降低土壤中 92.0% 的可浸出六价铬。根据序贯萃取分析,添加 PS-nZVI@BC 后,土壤中的可交换铬从 20.8%急剧下降至 4.0%,大部分转化为铁锰氧化物和有机物结合形式。稳定机制包括静电吸附、氧化还原反应、表面络合和沉淀。PS-nZVI@BC 能有效改善铬污染土壤的肥力,降低土壤中的铬对玉米幼苗的毒性。这些结果表明了利用 PS-nZVI@BC 对受铬污染的土壤进行修复的巨大潜力。
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引用次数: 0
Enhancing cadmium biosorption capacity in E. coli through heterologous expression of metal-chelating proteins: Insights into bioremediation potential and mechanisms 通过异源表达金属螯合蛋白提高大肠杆菌对镉的生物吸附能力:对生物修复潜力和机制的启示
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5625-4
Chen Wu, Yu-jun Wu, Sheng-wei Yi, Feng Li

Cadmium (Cd) is a biologically non-essential and toxic heavy metal that enters the environment through natural emissions or anthropogenic activities, posing threats to human health. The efficient expression of metal-chelating proteins (MCP) in microorganisms can enhance microbial remediation of Cd. In this study, a heterologous expression system (GEM01) of MCP encoded by the mcp gene in E. coli was constructed, and the adsorption effect and potential mechanism on Cd were explored. The results indicated that Cd2+ significantly enhanced the abundance of mcp gene in GEM01, thus increasing the Cd2+ biosorption capacity (8.09 mg/g, 2.32 times higher than the control). The retention of Cd2+ during the autolysis of GEM01 was 87.87%. Fluorescence spectroscopy and molecular dynamics simulations demonstrated that there was a strong interaction between Cd2+ and MCP. FT-IR demonstrated that some functional groups (e.g., carboxyl group and methyl group) in MCP were involved in the interaction between MCP and Cd2+. Molecular docking further demonstrated that polar and hydrophilic residues (e.g., aspartic acid, glutamic acid, serine, and histidine) on the surface of MCP bound to Cd2+ via electrostatic attraction. These findings offer new insights into Cd2+ bioremediation by MCP and genetic resources for microbial remediation of heavy metal pollution.

镉(Cd)是一种非生物必需的有毒重金属,通过自然排放或人为活动进入环境,对人类健康构成威胁。在微生物中高效表达金属螯合蛋白(MCP)可以提高微生物对镉的修复能力。本研究构建了由 mcp 基因编码的 MCP 在大肠杆菌中的异源表达系统(GEM01),并探讨了其对 Cd 的吸附效果和潜在机制。结果表明,Cd2+能显著提高 GEM01 中 mcp 基因的丰度,从而提高 Cd2+ 的生物吸附能力(8.09 mg/g,是对照的 2.32 倍)。GEM01 自溶过程中 Cd2+ 的保留率为 87.87%。荧光光谱和分子动力学模拟表明,Cd2+ 与 MCP 之间存在很强的相互作用。傅立叶变换红外光谱表明,MCP 中的一些官能团(如羧基和甲基)参与了 MCP 与 Cd2+ 的相互作用。分子对接进一步证明,MCP 表面的极性和亲水残基(如天冬氨酸、谷氨酸、丝氨酸和组氨酸)通过静电吸引与 Cd2+ 结合。这些发现为 MCP 对 Cd2+ 的生物修复提供了新的见解,并为重金属污染的微生物修复提供了遗传资源。
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引用次数: 0
A hypoxic pyrolysis process to turn petrochemical sludge into magnetic biochar for cadmium-polluted soil remediation 将石化污泥转化为磁性生物炭用于镉污染土壤修复的缺氧热解工艺
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5632-5
Yu-jun Wu, Li-ping Liu, Feng Li, Yi-xin Tang, Fei Ge, Jiang Tian, Ming Zhang

Biochar has been considered as a promising material for soil remediation, particularly for its ability to reduce the bioavailability of cadmium (Cd) in soil through sorption. However, long-term remediation may cause Cd to be released from a fixed state, making the recovery of biochar as an adsorbent for Cd removal an area of increasing interest. The study aims to synthesize biochar with magnetic properties using petroleum sludge containing iron in one-step, and investigate their adsorption efficiency and passivation mechanism for Cd in liquid-solid phase, as well as ecological risks. The results indicate that the petrochemical sludge waste can be directly resourced into magnetic biochar (PSMBCs) using hypoxic pyrolysis, and that it exhibits good recycling performance in water/soil. Specifically, the obtained biochar showed strong sorption capacity for Cd (18.4 to 29.8 mg/g) due to surface mineralization and cation-π coordination, which played a critical role. After applying 1.5% of PSMBCs for 30 d in paddy soil, the bioavailable content of Cd was decreased by 85.0%. Importantly, the biochar leachates did not have any toxic effects on wheat root elongation. Therefore, this study presents a promising strategy for the benign disposal of petrochemical sludge and their utilization for the remediation of Cd-contaminated soil.

生物炭一直被认为是一种很有前景的土壤修复材料,尤其是因为它能够通过吸附作用降低土壤中镉的生物利用率。然而,长期的修复可能会导致镉从固定状态释放出来,因此将生物炭回收作为一种吸附剂来去除镉越来越受到人们的关注。本研究旨在利用含铁的石油污泥一步合成具有磁性的生物炭,并研究其在液固相中对镉的吸附效率、钝化机理以及生态风险。结果表明,利用缺氧热解技术可将石油化工污泥废弃物直接资源化为磁性生物炭(PSMBCs),并在水/土壤中表现出良好的循环利用性能。具体而言,由于表面矿化和阳离子-π配位起了关键作用,所获得的生物炭对镉有很强的吸附能力(18.4 至 29.8 mg/g)。在稻田土壤中施用 1.5% 的 PSMBCs 30 d 后,镉的生物可利用含量降低了 85.0%。重要的是,生物炭浸出物对小麦根系的伸长没有任何毒害作用。因此,这项研究为石化污泥的良性处置及其在镉污染土壤的修复中的利用提供了一种前景广阔的策略。
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引用次数: 0
Phosphorus additives driving the bacterial community succession during Bacillus spp. remediation of the uranium tailings 磷添加剂驱动铀尾矿修复过程中的细菌群落演替
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5628-1
Chui-yun Tang, Juan Zhong, Ying Lyu, Jun Yao, Mu-jiang Li, Xing-yu Liu

Uranium tailings discharged into uranium tailings ponds could generate environmental pollution issues. Microbial-induced phosphate mineralization could reduce the release of uranium, in turn effectively managing pollution. However, it is unclear that how the phosphorus additives affect the microbial structure of uranium tailings under biomineralization. Herein, we evaluate the microbial community succession during Bacillus spp. remediation of uranium tailings, when adding hydroxyapatite (HS) and β-glycerol phosphate pentahydrate (GP). The results show that phosphorus additives effectively changed pH and uranium leaching concentration, significantly increased bacterial richness, and promoted microbial community succession, whilst promoting actinobacteria to Firmicutes and Proteobacteria populations. The two additives influenced the bacterial community succession patterns differently, with GP eliciting the greater enhancement. Additionally, GP enhanced the growth of core species and recognized the phylum firmicutes as a crucial taxon. The abundance of Bacillus, Pseudomonas, Desulfotomaculum, and Clostridium_sensu_stricto_12 was higher in GP treatments, indicating the substantial roles played by these genera in the microbial community. The results provide evidence of the involvement of the two phosphorus additives in bioremediation and bacterial community perturbations and thus provide new insights into the biomineralization technologies for uranium tailings.

铀尾矿排放到铀尾矿池中会产生环境污染问题。微生物诱导的磷酸盐矿化可以减少铀的释放,从而有效治理污染。然而,目前还不清楚磷添加剂如何影响生物矿化过程中铀尾矿的微生物结构。在此,我们评估了添加羟基磷灰石(HS)和五水β-甘油磷酸酯(GP)时,枯草芽孢杆菌属修复铀尾矿过程中的微生物群落演替。结果表明,磷添加剂有效地改变了 pH 值和铀浸出浓度,显著增加了细菌丰富度,促进了微生物群落演替,同时促进了放线菌向固缩菌和变形菌的转变。两种添加剂对细菌群落演替模式的影响不同,GP 的影响更大。此外,GP 还能促进核心物种的生长,并将坚固菌门确认为一个关键类群。在 GP 处理中,芽孢杆菌、假单胞菌、脱硫单胞菌和梭状芽孢杆菌_sensu_stricto_12 的丰度较高,表明这些菌属在微生物群落中发挥了重要作用。这些结果提供了两种磷添加剂参与生物修复和细菌群落扰动的证据,从而为铀尾矿的生物矿化技术提供了新的见解。
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引用次数: 0
Coal fly ash resource utilization: Effects of inorganic minerals amendments on CFA-originated opal/sand aggregates formation 粉煤灰资源化:无机矿物质添加剂对粉煤灰产生的蛋白石/砂砾形成的影响
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-06-13 DOI: 10.1007/s11771-024-5609-4
Wei-lun Li, Yi-lin Wang, Feng Zhu, Qiu-sheng Zhou, Gui-hua Liu, Zhi-hong Peng, Tian-gui Qi, Lei-ting Shen, Xiao-bin Li

Opal (amorphous silica, SiO2·nH2O), a solid waste byproduct of the alkaline extracting alumina from coal fly ash, exhibits strong adsorption properties and is a secondary/clay mineral in the soil. Combining opal with sand to construct opal/sand aggregates for desertification soil remediation holds the potential for large-scale ecological disposal. Unfortunately, the aggregate structure still gaps from natural soil aggregates resulting from inorganic mineral deficiencies. Herein, the effects of five inorganic mineral amendments, limestone (CaCO3), desulphurization gypsum (CaSO4·2H2O), hematite (Fe2O3), tricalcium phosphate (Ca3(PO4)2) and gibbsites (Al(OH)3), on aggregate formation, stabilization, and pore characteristics without the organic matters were investigated in short-term cultivation experiments. Meanwhile, associated adsorption mechanisms were elucidated. Results indicated only gypsum effectively reduced the aggregate’s pH, most enhanced water-holding capacity, albeit increased electrical conductivity. All amendments facilitated aggregate formation and mechanical-stability, with gypsum, CaCO3, and Fe2O3 improving water stability. Various analysis techniques, including XRD, SEM, nano-CT, FT-IR, and XPS, provided insights into the physisorption and chemisorption of minerals onto sand/opal, generating interfaces conducive to aggregation. Compared to CK (control check, without amendment addition), amended macroaggregates demonstrated increased porosity, reduced pore quantity and mean pore diameter (MPD), denser pore structure, improved interpore connectivity, and more complex pore networks, dominated by <80 µm diameters and boundary pores. Notably, desulphurization gypsum elicited the most significant variations, increasing MPD of microaggregates and 2–5 nm mesopores, and decreasing total pore volume and 0–2 nm micropores, while Ca3(PO4)2 and Al(OH)3 improved >15 nm mesopores. Overall, inorganic minerals, the “skeleton” of soil, effectively upgraded opal/sand aggregates’ physical structure and accelerated aggregate formation quickly. Therein, desulphurization gypsum optimized macroaggregate formation and stability. Desulphurization gypsumamended aggregates serve as soil-like substrates to accelerate the ecological reconstruction of desertification areas.

蛋白石(无定形二氧化硅,SiO2-nH2O)是一种从粉煤灰中碱提氧化铝的固体废物副产品,具有很强的吸附特性,是土壤中的次生/粘土矿物。将蛋白石与沙子结合起来,构建蛋白石/沙子集料,用于荒漠化土壤修复,具有大规模生态处理的潜力。遗憾的是,由于无机矿物质的缺乏,聚合体结构与天然土壤聚合体仍有差距。本文在短期培养实验中研究了石灰石(CaCO3)、脱硫石膏(CaSO4-2H2O)、赤铁矿(Fe2O3)、磷酸三钙(Ca3(PO4)2)和赤铁矿(Al(OH)3)这五种无机矿物添加剂对聚合体形成、稳定和孔隙特征的影响,其中不含有机物。同时,还阐明了相关的吸附机制。结果表明,只有石膏能有效降低骨料的 pH 值,大部分提高了持水能力,但增加了导电率。所有添加剂都有利于骨料的形成和机械稳定性,其中石膏、CaCO3 和 Fe2O3 可提高水稳定性。各种分析技术,包括 XRD、SEM、纳米 CT、傅立叶变换红外光谱和 XPS,有助于深入了解矿物在砂/藻类上的物理吸附和化学吸附作用,从而产生有利于聚集的界面。与 CK(对照检查,未添加修正剂)相比,修正后的大团聚体显示出孔隙率增加、孔隙数量和平均孔隙直径(MPD)减少、孔隙结构更致密、孔隙间连通性改善以及孔隙网络更复杂(以直径为 80 µm 的孔隙和边界孔隙为主)。值得注意的是,脱硫石膏引起了最显著的变化,增加了微团聚体和 2-5 nm 中孔的 MPD,减少了总孔隙体积和 0-2 nm 微孔,而 Ca3(PO4)2 和 Al(OH)3 改善了 15 nm 中孔。总之,作为土壤 "骨架 "的无机矿物质有效提升了蛋白石/砂团聚体的物理结构,加速了团聚体的快速形成。因此,脱硫石膏优化了大集料的形成和稳定性。脱硫石膏改良骨料可作为类土壤基质,加速荒漠化地区的生态重建。
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引用次数: 0
Intelligent prediction model of tunnelling-induced building deformation based on genetic programming and its application 基于遗传编程的隧道诱发建筑变形智能预测模型及其应用
IF 4.4 2区 材料科学 Q1 METALLURGY & METALLURGICAL ENGINEERING Pub Date : 2024-05-31 DOI: 10.1007/s11771-024-5656-x
Jing-min Xu, Chen-cheng Wang, Zhi-liang Cheng, Tao Xu, Ding-wen Zhang, Zi-li Li

This paper aims to explore the ability of genetic programming (GP) to achieve the intelligent prediction of tunnelling-induced building deformation considering the multifactor impact. A total of 1099 groups of data obtained from 22 geotechnical centrifuge tests are used for model development and analysis using GP. Tunnel volume loss, building eccentricity, soil density, building transverse width, building shear stiffness and building load are selected as the inputs, and shear distortion is selected as the output. Results suggest that the proposed intelligent prediction model is capable of providing a reasonable and accurate prediction of framed building shear distortion due to tunnel construction with realistic conditions, highlighting the important roles of shear stiffness of framed buildings and the pressure beneath the foundation on structural deformation. It has been proven that the proposed model is efficient and feasible to analyze relevant engineering problems by parametric analysis and comparative analysis. The findings demonstrate the great potential of GP approaches in predicting building distortion caused by tunnelling. The proposed equation can be used for the quick and intelligent prediction of tunnelling induced building deformation, providing valuable guidance for the practical design and risk assessment of urban tunnel construction projects.

本文旨在探索遗传编程(GP)在考虑多因素影响的情况下实现隧道诱发建筑变形智能预测的能力。本文共使用了 1099 组从 22 个土工离心机试验中获得的数据,并使用 GP 进行了模型开发和分析。选择隧道体积损失、建筑物偏心率、土壤密度、建筑物横向宽度、建筑物剪切刚度和建筑物荷载作为输入,剪切变形作为输出。结果表明,所提出的智能预测模型能够在现实条件下合理、准确地预测隧道施工导致的框架结构建筑剪切变形,突出了框架结构建筑的剪切刚度和地基下压力对结构变形的重要作用。通过参数分析和对比分析,证明了所提出的模型在分析相关工程问题时的高效性和可行性。研究结果表明,GP 方法在预测隧道开挖引起的建筑物变形方面具有巨大潜力。所提出的方程可用于快速、智能地预测隧道工程引起的建筑物变形,为城市隧道建设项目的实际设计和风险评估提供有价值的指导。
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Journal of Central South University
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