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Variations in cadmium accumulation and distribution among different oilseed rape cultivars in Chengdu Plain in China
2019
Wang, Xin | Bai, Jiuyuan | Wang, Jing | Le, Sixiu | Wang, Maolin | Zhao, Yun
Cadmium (Cd) is a widespread toxic heavy metal trace pollutant worldwide. The ability of Cd absorption and accumulation highly varies among different species and varieties. In order to screen oilseed rape cultivars which are appropriate for cultivation and application in Cd-contaminated soils, we conducted the field trial of 32 oilseed rape varieties in Shifang County of Chengdu Plain. The various biomass, Cd accumulation, and distribution patterns were investigated via determining the Cd concentration in different plant tissues. Moreover, the food safety risks of rapeseeds were finally assessed. The results indicated diverse responses to Cd stress appeared in various tested varieties, including plant biomass, seed yield, Cd concentration, and proportion in different tissues. And most Cd were concentrated in non-edible parts. Through cluster analysis, we found that Nanchongjie, Pengzhoubai, and J-25 belong to high-biomass and high-Cd-accumulated groups in experimental cultivars, which indicated that they could possess more biomass and gather higher Cd content in overground part, so they could be great materials for phytoremediation in Cd-polluted area. Besides, combined with the risk assessment of food safety in rapeseeds, cultivars 72A and 47 with the traits of high yield, low-Cd concentration, and low food safety risk can be considered as suitable materials to widely plant as cash crop. These results provide valuable reference for practical planting and application of oilseed rape in Cd-polluted areas.
Afficher plus [+] Moins [-]Phytoremediation potential of Miscanthus sinensis for mercury-polluted sites and its impacts on soil microbial community
2019
Zhao, Anqi | Gao, Lingyun | Chen, Buqing | Feng, Liu
Phytoremediation potential of Miscanthus sinensis and its impacts on soil microbial community and nutrients were evaluated by pot experiment at soil mercury concentration from 1.48 to 706 mg kg⁻¹. The changes in biomass yield in dry mass, chlorophyll content, and SOD activity indicated Miscanthus sinensis was tolerant to higher levels of soil mercury exposure, and could grow even if at soil mercury up to 706 mg kg⁻¹. Mercury bioconcentration and translocation factors were close to or greater than 1 when exposed to soil mercury up to 183 mg kg⁻¹, demonstrating Miscanthus sinensis a potential phytoremediator for mercury-polluted soils. Miscanthus sinensis planting could significantly improve the diversity and abundance of soil microbial community, but might cause potential loss of soil nitrogen and phosphorus in the early and middle of its growth. In a word, the study indicated Miscanthus sinensis was a promising energy crop linking biofuel production and phytoremediation of mercury-contaminated sites.
Afficher plus [+] Moins [-]Characteristics of salt contents in soils under greenhouse conditions in China
2019
Sun, Huaiwei | Wei, Cong | Xu, Wensheng | Yang, Jinzhong | Wang, Xiugui | Qiu, Yuanfeng
Greenhouse cultivation is expanding in China due to high production efficiency and greater economic benefits. Although the accumulation of soil salinity and nutrients has been observed in greenhouse cultivation areas, the linkage between soil salinity, soil major ions, and farm practices is not clear in China. Few studies have examined soil salinity accumulated in soil layers; thus, a broad investigation is needed in order to understand the potential causes of soil salinity in greenhouse soil. In this study, a short review was given to show the salt contents and the major ion under greenhouse conditions in China. Then, we analyzed a total of 132 soil samples from different parts of China in terms of their soil major ions and nutrient components and investigated the relevant farm practices. Based on survey data from three different types of cultivation areas (open farmland, plastic greenhouses, and multispan greenhouses), we found that cultivation in both greenhouse types resulted in a significant increase in salt content and a decrease in soil pH values, a pattern not shown in open farmland. The linkage between soil salinity and cultivation type was confirmed by soil salinity classification. The proportion of each ion in the soil salt differs significantly between the different management methods, but the variation range of the main ions ranged from − 23.3 to 225.6% for multispan greenhouses and − 22.6 to 430.5% for plastic greenhouses. In addition, the salt source in greenhouses is not unique to those methods, suggesting that different growing practices cause the differences in ion concentration. Removing greenhouse covers during the rainy season can avoid further accumulations of salt, but the subsequent rinsing of soil can lead to the deeper salt accumulations. In addition, increasing salt content may lead to decreasing pH once the natural salt balance is altered. These results show that the soil salinization produced by greenhouse cultivation cannot be ignored.
Afficher plus [+] Moins [-]Optimizing the removal of nitrate from aqueous solutions via reduced graphite oxide–supported nZVI: synthesis, characterization, kinetics, and reduction mechanism
2019
Pu, Shengyan | Deng, Daili | Wang, Kexin | Wang, Miaoting | Zhang, Ying | Shangguan, Lixiang | Zhu, Wei
Graphene has been considered an ideal absorbent and excellent carrier for nanoparticles. Reduced graphite oxide (rGO)–supported nanoscale zero-valent iron (nZVI@rGO) is an effective material for removing nitrate from water. nZVI@rGO nanocomposites were prepared by a liquid-phase reduction method and then applied for nitrate-nitrogen (NO₃⁻-N) removal in aqueous solution under anaerobic conditions. The experimental results showed that the stability and activity of the nZVI@rGO nanocomposites were enhanced compared with those of nZVI. The influence of the reaction conditions, including the initial concentration of NO₃⁻-N, coexisting anions, initial pH of the solution, and water temperature, on NO₃⁻-N removal was also investigated by batch experiments. In a neutral or slightly alkaline environment, 90% of NO₃⁻-N at a concentration less than 50 mg/L could be removed within 1 h, and nitrogen production was approximately 15%. The process of NO₃⁻-N removal by nZVI@rGO fits well with different reaction kinetics. In addition, magnetite was the main oxidation product. RGO-supported nZVI might become a promising filler in the permeable reactive barrier process for groundwater remediation.
Afficher plus [+] Moins [-]Experimental exposure to gasohol impairs sperm quality with recognition of the classification pattern of exposure groups by machine learning algorithms
2019
Vieira, Kátia Cristina de Melo Tavares | Fernandes, Andressa Ágata | Silva, Karina Martins | Pereira, Viviane Ribas | Pereira, Danillo Roberto | Favareto, Ana Paula Alves
Contamination caused by leakage at gas stations leads to possible exposure of the general population when in contact with contaminated water and soil. The present study aimed to evaluate the reproductive effects of exposure of adult male rats to gasohol and evaluate the performance of machine learning (ML) algorithms for pattern recognition and classification of the exposure groups. Rats were orally exposed to 0 (control), 16 (EA), 160 (EB), or 800 mg kg⁻¹ bw day⁻¹ of gasohol (EC), for 30 consecutive days. Sperm quality of the groups exposed to two higher doses was reduced in comparison to the control group. The sperm parameters decreased were: daily sperm production, sperm number in the caput/corpus epididymis, progressive motility, mitochondrial activity, and acrosomal membrane integrity. Sperm transit time in the epididymis cauda and sperm isolated head were increased in EB and EC. Sertoli cells number was decreased in these groups, but their support capacity was maintained. ML methods were used to identify patterns between samples of control and exposure groups. The results obtained by ML methods were very promising, obtaining about 90% of accuracy. It was concluded that the exposure of rats to different doses of gasohol impair spermatogenesis and sperm quality, with a recognizable classification pattern of exposure groups at ML.
Afficher plus [+] Moins [-]Environmental performance of ordinary and new generation concrete structures—a comparative analysis
2019
Wałach, Daniel | Dybeł, Piotr | Sagan, Joanna | Gicala, Magdalena
The development of concrete technology results in a new generation of cement-based concrete such as high-performance concrete, self-compacting concrete and high-performance, self-compacting concrete. These concretes are characterised by better parameters not only in terms of strength and durability but also rheology of the mixtures. Obtaining such properties requires the adoption of a different composition and proportion of ingredients than ordinary concrete. The greater share of cement in these concretes causes an increase in the energy consumption and emissions (per unit of concrete volume) at the production stage. However, use of new generation concrete allows for a reduction of overall dimensions of a structural element, due to the increased strength parameters. Such a solution may finally result in lower consumption of resources and energy, as well as a decrease of gas emissions. The article presents the results of a comparative environmental analysis of ordinary and new generation concrete structures.
Afficher plus [+] Moins [-]Mapping terrestrial oil spill impact using machine learning random forest and Landsat 8 OLI imagery: a case site within the Niger Delta region of Nigeria
2019
Ozigis, Mohammed S. | Kaduk, Jorg D. | Jarvis, Claire H.
Terrestrial oil pollution is one of the major causes of ecological damage within the Niger Delta region of Nigeria and has caused a considerable loss of mangroves and arable croplands since the discovery of crude oil in 1956. The exact extent of landcover loss due to oil pollution remains uncertain due to the variability in factors such as volume and size of the oil spills, the age of oil, and its effects on the different vegetation types. Here, the feasibility of identifying oil-impacted land in the Niger Delta region of Nigeria with a machine learning random forest classifier using Landsat 8 (OLI spectral bands) and Vegetation Health Indices is explored. Oil spill incident data for the years 2015 and 2016 were obtained from published records of the National Oil Spill Detection and Response Agency and Shell Petroleum Development Corporation. Various health indices and spectral wavelengths from visible, near-infrared, and shortwave infrared bands were fused and classified using the machine learning random forest classifier to distinguish between oil-free and oil spill–impacted landcover. This provided the basis for the identification of the best variables for discriminating oil polluted from unpolluted land. Results showed that better results for discriminating oil-free and oil polluted landcovers were obtained when individual landcover types were classified separately as opposed to when the full study area image including all landcover types was classified at once. Similarly, the results also showed that biomass density plays a significant role in the characterization and classification of oil contaminated and oil-free pixels as tree cover areas showed higher classification accuracy compared to cropland and grassland.
Afficher plus [+] Moins [-]Removal of Al, Ga, As, V and Mo from alkaline wastewater using pilot-scale constructed wetlands
2019
Hua, Tao | Haynes, Richard J. | Zhou, Ya-Feng
The study was initiated to evaluate constructed wetland technology as a method for treating alkaline (pH 8.0–8.6) drainage high in Al, Mo, V, As and Ga originating from bauxite residue storage areas. Pilot-scale horizontal flow constructed wetlands were operated over a 40-week period using three filter materials (granitic gravel, bauxite and alum water treatment sludge), and half of the wetlands were planted with Phragmites australis and the other half left unplanted. Gravel was the least effective medium for removing the target elements, while of the two active media, water treatment sludge was more effective than bauxite. Plants removed only small amounts of elements into their above- and below-ground dry matter (0.4–4.9% of that added). Nonetheless, the presence of plants greatly increased the effectiveness of all three media since their presence decreased effluent pH values by 0.5–1.3 pH units and that of the filter media by 0.4 pH units. Removal of elements followed the order Al > Ga > V > As > Mo. For planted wetlands, total elemental removal ranged from 18 to 98% for gravel, 80 to 99% for bauxite, and 93 to 99% for water treatment sludge. The lowest removal was for Mo (ranging from 18% for gravel to 93% for water treatment sludge) and the highest for Al (ranging from 98% in gravel to 99% in water treatment sludge). A sequential fractionation scheme for As, V and Mo on filter material at the end of the experiment showed that for bauxite and water treatment sludge, V and As were concentrated in the NaOH extractable fraction while Mo was concentrated in the less strongly adsorbed NaHCO₃ extractable fraction. It was concluded that a constructed wetland with water treatment sludge as an active filter material is an effective technology for removal of the target elements from the alkali drainage.
Afficher plus [+] Moins [-]Combined HQSAR method and molecular docking study on genotoxicity mechanism of quinolones with higher genotoxicity
2019
Zhao, Xiaohui | Wang, Xiaolei | Li, Yu
Using the hologram quantitative structure-activity relationship (HQSAR) method, a quantitative model of the structure-activity relationship between the genotoxicity of quinolones towards gram-negative bacteria and structure of quinolones is constructed. A series of novel quinolones are designed, and 4 environmentally friendly quinolone derivatives are finally selected, because of their enhanced genotoxicity towards gram-negative/positive bacteria, decreased bioconcentration and increased photodegradability and biodegradability. The mechanisms underlying the genotoxicity of quinolones and its derivatives are analysed based on amino acid residues and molecular interactions. Three hydrophilic amino acids [arginine (ARG), asparagine (ASN) and aspartic acid (ASP)] play important roles in the antibacterial effects of quinolones. The introduction of highly hydrophilic groups into the C-7 position of amifloxacin (AMI) not only improved the stability of the AMI derivative-topoisomerase IV-DNA complex but also improved the antibacterial activities of AMI derivatives.
Afficher plus [+] Moins [-]Exploring ecosystem services and scenario simulation in the headwaters of Qiantang River watershed of China
2019
Sun, Xiaoping | Zhang, Yinlong | Shen, Yu | Randhir, Timothy O. | Cao, Mingchang
BACKGROUND: Land use change has a significant impact on ecosystem services in watershed systems. The upper part of Qiantang River, Kaihua Country has experienced land-use changes over the past 15 years, but the effect of these changes on ecosystem services remains unknown. OBJECTIVE: This study evaluates land-use changes in response to ecological protection and the effects on ecosystem services. METHODS: Ecosystem services during 2000–2015 are assessed and compared to future land use scenarios in 2025 (business-as-usual, strategic planning, environmental protection, and economic development). These scenarios are identified in collaboration with local stakeholders and used to assess changes in ecosystem services under future scenarios. RESULTS: Analysis shows that during 2000–2015, the woodland increased by 7335 ha as a result of the “Grain for green” policy, and the built-up land increased by 2259 ha due to urbanization, and these changes affected ecosystem services, such as water yield, nitrogen and phosphorus exports which decreased by 0.29%, 12.45%, and 13.74%, respectively, and soil retention, carbon storage, and habitat quality index increased by 0.05%, 1.36%, and 0.80%, respectively. CONCLUSION: Among all the future scenarios, the strategic planning scenario is an optimal land use strategy to balance the demand for urban development, while providing higher levels of ecosystem services.
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