CO(2) emission

  • 文章类型: Journal Article
    火力发电厂是重要的二氧化碳来源,准确监测其排放量对于提高全球碳排放估算的准确性至关重要。在这项研究中,在火力发电厂的地面遥感实验中,采用了一种基于测量点源羽流的测量方法。通过模拟二氧化碳羽流,我们分析了周围城市结构的影响,测量点和羽流之间的几何关系,以及对测量点选择的影响。我们还评估了量化二氧化碳排放的能力和不确定性。对于合肥电厂,与没有建筑物的情况相比,地面建筑物的CO2排放估计值平均高出7.9810.01kg/s(误差约为4.09%)。通过选择性过滤离散数据,与预过滤数据相比,排放估计误差显着减少了7.317.13kg/s。关于观测路径与羽流几何形状之间的关系,模拟研究表明,近段和中段观测的CO2排放估算能力各不相同。在1.5-2.0公里附近的中段发现了最低的发射率误差,达到7.135.39kg/s。中段位置的CO2分布相对于近段变得更加均匀,使其更适合满足排放估算要求。通过考虑环境因素和精确选择测量点来优化测量方案,显着提高了排放估算的准确性,为自上而下的人为二氧化碳排放量估算提供关键的技术支持。
    Thermal power plants serve as significant CO2 sources, and accurate monitoring of their emissions is crucial for improving the precision of global carbon emission estimates. In this study, a measurement method based on measuring point source plumes was employed in ground-based remote sensing experiments at the thermal power plant. By simulating CO2 plumes, we analyzed the impact of surrounding urban structures, the geometric relationship between measurement points and plumes, and the influence on measurement points selection. We also assessed the capability and uncertainties in quantifying CO2 emissions. For the Hefei power plant, CO2 emission estimates were on average 7.98 ± 10.01 kg/s higher with surface buildings compared to scenarios without buildings (approximately 4.09% error). By selectively filtering discrete data, the emission estimation errors were significantly reduced by 7.31 ± 7.13 kg/s compared to pre-filtered data. Regarding the relationship between observation paths and plume geometry, simulation studies indicated that the ability to estimate CO2 emissions varied for near and middle segment observations. The lowest emission rate error was found in the mid-segment near 1.5-2.0 km, reaching 7.13 ± 5.39 kg/s. CO2 distribution at the mid-segment position becomes more uniform relative to the near segment, making it more suitable for meeting emission estimation requirements. Optimizing measurement schemes by considering environmental factors and precisely selecting measurement points significantly enhances emission estimation accuracy, providing crucial technical support for top-down estimates of anthropogenic CO2 emissions.
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  • 文章类型: Journal Article
    重型车辆的排放引起了全世界的极大关注。复杂的工作和负载条件,这可能与PEMS测试有很大不同,对排放的监督和控制提出了新的挑战,尤其是在实际应用中。具有数据交换功能的车载诊断(OBD)技术实现并加强了对大量重型柴油车辆排放的监控。本文介绍了使用远程OBD数据终端从中国800多个城市和高速公路重型车辆中收集的OBD数据的分析。已经检查了中国6重型车辆的实际NOx和CO2排放。结果表明,城市重型车辆NOx排放水平较高,这主要是由于低于180°C的低SCR温度的较长时间。基于3B-MAW的新方法的应用还发现,重型柴油车辆在怠速时倾向于具有高NOx排放。此外,在基于工作的二氧化碳排放方面几乎没有发现差异,这可能是由于在热运行的占用率中没有发现重大差异。
    The emission of heavy-duty vehicles has raised great concerns worldwide. The complex working and loading conditions, which may differ a lot from PEMS tests, raised new challenges to the supervision and control of emissions, especially during real-world applications. On-board diagnostics (OBD) technology with data exchange enabled and strengthened the monitoring of emissions from a large number of heavy-duty diesel vehicles. This paper presents an analysis of the OBD data collected from more than 800 city and highway heavy-duty vehicles in China using remote OBD data terminals. Real-world NOx and CO2 emissions of China-6 heavy-duty vehicles have been examined. The results showed that city heavy-duty vehicles had higher NOx emission levels, which was mostly due to longer time of low SCR temperatures below 180°C. The application of novel methods based on 3B-MAW also found that heavy-duty diesel vehicles tended to have high NOx emissions at idle. Also, little difference had been found in work-based CO2 emissions, and this may be due to no major difference were found in occupancies of hot running.
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  • 文章类型: Journal Article
    尽管广泛的研究集中在改变二氧化碳排放的驱动因素上,在塑造CO2排放的时空变化中,劳动力和资本的作用在很大程度上被忽略,并且很少考虑预测CO2排放的差异,在减缓气候变化和特别是发展中国家的经济增长方面阻碍实现可持续发展的相关决策。为了填补上面的空白,该研究通过提出两个新的具有柯布-道格拉斯生产函数的时空对数平均Divisia指数模型,并开发了包括机器学习在内的集成预测模型,探讨了资本和劳动力在2010-2019年中国近期二氧化碳排放中的作用,并将省级二氧化碳排放量预测到2030年。我们发现,首先,资本和劳动力投入以及碳因素的影响是影响二氧化碳排放总量的正驱动因素,而全要素生产率和能源强度的影响是负驱动因素。第二,资本和劳动力投入的影响是缩小排放差距的负面驱动因素。第三,集成预测模型可以提高CO2排放预测的泛化能力。因此,我们建议政策制定者在促进循环经济发展的同时,注重优化资本和劳动力投入的碳减排效应,以实现可持续的经济增长。
    Although extensive studies focused on the driver of changing CO2 emission, the roles of labor and capital were largely ignored in shaping spatiotemporal change in CO2 emission and forecasting differences on CO2 emission was few considered, hindering relevant policymaking towards sustainable development in both climate change mitigation and economic growth for developing countries in particular. To fill the gap above, the study explored the roles of capital and labor in contributing to recent CO2 emission in a case of China over 2010-2019 and projecting provincial CO2 emissions to 2030, by proposing two new spatiotemporal logarithmic mean Divisia index models with Cobb-Douglas production function and developing an ensemble forecasting model including machine learning. We found, first, the effects of capital and labor inputs and carbon factor were the positive drivers affecting aggregate CO2 emissions, while the effects of the total-factor productivity and energy intensity were negative drivers. Second, the effects of capital and labor inputs were the negative drivers for narrowing the emission gap. Third, the ensemble forecasting model can improve the generalization ability of CO2 emission predictions. Therefore, we recommend that policymakers focus on optimizing the carbon reduction effects of capital and labor inputs while promoting the development of a circular economy to achieve sustainable economic growth.
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  • 文章类型: Journal Article
    用于减轻环境影响的生物聚合物需要确定生物降解百分比。两种塑料材料的热和结构变化,基于木薯淀粉的柔性薄膜-聚(乳酸)(PLA)和半刚性木薯面粉保留纤维素纤维,在ISO4855-1标准下进行了生物降解评估。测试在恒温和流量为58°C±2°C和250mL/h的条件下进行了四周,使用成熟的堆肥作为接种物。二氧化碳的百分比,热,形态学,和结构变化,降解温度的变化,玻璃化转变温度(Tg),熔化温度(Tm)和熔化焓(Hm),作为两种材料生物降解的指标进行了适当的评价。扫描电子显微镜(SEM),显示微生物在材料表面定植,证明裂缝和微生物种群的外观。柔性膜的生物降解率为98.24%,半刚性托盘89.06%,和微晶纤维素,81.37%。
    Biopolymers used to mitigate the environmental impact needed establish biodegradation percentage. The thermal and structural changes of two plastic materials, a flexible film based on cassava starch - Poly(lactic acid) (PLA) and a semi-rigid cassava flour-stay cellulose fique fiber, were evaluated biodegradation under ISO 4855-1 standard. The tests were carried out for four weeks at constant temperature and flow of 58 °C ± 2 °C and 250 mL/h, using a mature compost as inoculum. The percentages of CO2, thermal, morphological, and structural changes, variation of degradation temperatures, glass transition temperatures (Tg), Melting temperatures (Tm) and enthalpies of fusion (Hm), were properly evaluated as indicators of the materials biodegradation of two materials. Scanning electron microscopy (SEM), showed the microorganisms colonization on the materials surface, evidencing the appearance of cracks and microbial population. The flexible film showed a biodegradation percentage of 98.24 %, the semi-rigid tray 89.06 %, and the microcrystalline cellulose, 81.37 %.
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  • 文章类型: Journal Article
    在全球气候变化和“双碳”目标的背景下,城市对实现碳减排目标负有重大责任。作为中国北方重要的城市群,有效平衡经济增长和二氧化碳减排,实现经济高质量发展,仍然是京津冀地区当前和未来应解决的重大挑战。这项研究的目的是利用夜间照明数据和能源消耗信息来量化2006年至2020年京津冀地区不同城市的二氧化碳排放量。该研究旨在分析这些城市中心二氧化碳排放的空间进展模式,确定关键决定因素及其相互关系,并深入研究在城市群内推进碳减排战略的关键机制。结果表明:除北京的CO2排放量比2006年略有下降外,到2020年,京津冀地区各城市的CO2排放量有所增加。高价值CO2排放区主要集中在研究区的中部,表现出负空间相关特征。基于其城市发展定位,京津冀城市群制定和实施创新发展的碳减排战略势在必行,产业升级,和生态保护等方面的协调低碳发展。
    Against the backdrop of global climate change and the \"dual carbon\" target, cities have a significant responsibility to achieve carbon reduction targets. As a crucial urban agglomeration in northern China, effectively balancing economic growth with CO2 emission reduction to achieve high-quality economic development remains a significant challenge that the Beijing-Tianjin-Hebei region should address both presently and in the future. The objective of this study is to utilize nighttime lighting data and energy consumption information to quantify the CO2 emissions of diverse cities within the Beijing-Tianjin-Hebei region spanning from 2006 to 2020. The research aims to analyze the spatial progression patterns of CO2 emissions across these urban centers, identify key determinants and their interrelations, and delve into the underlying mechanisms pivotal for advancing carbon mitigation strategies within urban agglomerations. The results indicate that: with an exception in Beijing where CO2 emissions slightly decreased compared to 2006, CO2 emissions increased across cities in the Beijing-Tianjin-Hebei region by 2020. High-value CO2 emission areas are primarily concentrated in central of the study area, exhibiting negative spatial correlation characteristics. Based on its urban development positioning, it is imperative for the Beijing-Tianjin-Hebei urban agglomeration to formulate and implement carbon reduction strategies on innovative development, industrial upgrading, and ecological protection among other aspects towards coordinated low-carbon development.
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  • 文章类型: Journal Article
    这项研究调查了气候变化的影响,放牧,肥料施用,以及不同海拔高度森林土壤中土壤有机碳(SOC)储量和累积二氧化碳(CO2)排放量的限制。尽管土壤质地相似,酸度,海拔和盐度,由于温度较低和降水较多,SOC库存随海拔高度显着增加。在2000-2500m处观察到最高的SOC存量(97.46tha-1),与500-1000米的最低(44.23tha-1)相比。世纪C模型准确地预测了SOC存量,相关系数和决定系数超过0.98。预计降水量减少(每十年2.15毫米)和温度升高(0.4°C)的气候变化情景表明,潜在的SOC库存损失范围为28.36%至36.35%,特别是在高海拔地区。放牧进一步减少SOC存量,在更高的海拔有更明显的效果。然而,肥料施用(每四年40tha-1)和石灰(每三年7-10tha-1)对SOC存量有积极影响,在较高的海拔高度和石灰施用量的增加再次放大。在气候变化与粪肥施用和气候变化与石灰施用相结合的情景中,施用肥料和石灰减轻了气候变化的一些负面影响,但不能完全抵消它们,导致分别下降1.49-5.42%和0.39-4.07%。累积二氧化碳排放量的模拟反映了SOC存量的分布,在更高的海拔高度观察到更高的排放量,以及增加SOC存量的管理实践。这项研究强调了保护高海拔森林土壤和实施最佳森林管理策略以通过最大程度地减少SOC损失来应对气候变化的关键作用。
    This study investigated the impact of climate change, grazing, manure application, and liming on soil organic carbon (SOC) stock and cumulative carbon dioxide (CO2) emissions in forest soils across different altitudes. Despite similar soil texture, acidity, and salinity across elevations, SOC stock significantly increased with altitude due to cooler temperatures and higher precipitation. The highest SOC stock (97.46 t ha-1) was observed at 2000-2500 m, compared to the lowest (44.23 t ha-1) at 500-1000 m. The Century C Model accurately predicted SOC stock, with correlation and determination coefficients exceeding 0.98. A climate change scenario projecting decreased precipitation (2.15 mm per decade) and increased temperature (0.4 °C) revealed potential SOC stock losses ranging from 28.36 to 36.35 %, particularly at higher altitudes. Grazing further decreased SOC stock, with a more pronounced effect at higher elevations. However, manure application (40 t ha-1 every four years) and liming (7-10 t ha-1 every three years) had positive effects on SOC stock, again amplified at higher altitudes and with an increase in lime application rate. In scenarios combining climate change with manure application and climate change with liming, manure application and liming mitigated some negative impacts of climate change, but could not fully offset them, resulting in 1.49-5.42 % and 0.39-4.07 % decreases respectively. Simulations of cumulative CO2 emissions mirrored the distribution of SOC stock, with higher emissions observed at higher altitudes and with management practices that increased SOC stock. This study emphasizes the critical role of conserving high-altitude forest soils and implementing optimal forest management strategies to combat climate change by minimizing SOC losses.
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  • 文章类型: Journal Article
    半干旱和干旱地区的间歇性河流,构成了世界上一半以上的河流,生物圈之间的碳循环相互作用交替,水圈,和氛围。对水流持续时间和河水表面积的量化不足,以及被忽视的干燥河床的二氧化碳排放,导致全球碳循环评估中存在明显的不准确性。高分辨率遥感图像结合密集的现场测量和水文建模被用来估计和提取流量持续时间,皇甫川的江面面积和干河床面积,中国西北半干旱的黄河主要支流,断断续续的河流流域。现场测量了整个流域的水和空气中的CO2排放速率以及分压。2018年,皇甫川的流量持续时间从一阶支流的不足5天增加到六阶主流的150天。在5%-95%的排放频率下,通过遥感提取和水动力模型模拟估算的河水表面积在3.9至88.6km2之间变化。2018年水-空气界面和干河床的CO2排放量估计为582.3×103吨和355.2×103吨,分别。估计的年总排放量(937.5×103吨)与仅针对水-空气界面计算的排放量范围(67.3×103-1377.2×103吨)非常吻合,利用DEM河流长度和水力几何方法推导。这种相似性可以归因于过高估计的流动持续时间和流速,以及河流水面面积和坡度的高估或低估。这项研究中提出的新方法具有很大的潜力,可用于估算山区数据稀缺的间歇性河流的CO2排放量,并为CO2排放量的估算提供了标准化的解决方案。这项研究的结果揭示了间歇性河流系统中CO2排放的时空分布,并强调了干河床在碳循环中的重要作用。
    Intermittent rivers in semiarid and arid regions, constituting over half of the world\'s rivers, alternate the carbon cycle interactions among the biosphere, hydrosphere, and atmosphere. Inadequate quantification of flow duration and river water surface area, along with overlooked CO2 emissions from dry riverbeds, result in notable inaccuracies in global carbon cycle assessments. High-resolution remote sensing images combined with intensive field measurements and hydrological modelling were used to estimate and extract the flow duration, river water surface area and dry riverbed area of Huangfuchuan, an intermittent river watershed that acts as a major tributary of the Yellow River in semiarid Northwest China. CO2 emission rates and partial pressures in water and air across the watershed were in-situ measured. In 2018, the flow duration of Huangfuchuan increased from less than 5 days in the first-order tributary to 150 days in the sixth-order mainstream. River water surface area estimated by remote sensing extraction plus the hydrodynamic model simulation varied from 3.9 to 88.6 km2 under 5 %-95 % discharge frequencies. CO2 emissions from the water-air interface and dry riverbed in 2018 were estimated at 582.3 × 103 and 355.2 × 103 ton, respectively. The estimated total annual emission (937.5 × 103 ton) aligns closely with the range of emissions (67.3 × 103-1377.2 × 103 ton) calculated for the water-air interface alone, derived using DEM river length and hydraulic geometry method. This similarity can be attributed to the overestimation of flow duration and flow velocity, as well as the over- or under-estimation of river water surface area and slope. The new method proposed in this study has large potential to be applied in estimating CO2 emissions from data-scarce intermittent rivers located in mountainous regions and provides a standardized solution in the estimation of CO2 emission. Results of this research reveal the spatiotemporal distribution of CO2 emissions along an intermittent river system and highlight the substantial role of dry riverbed in carbon cycle.
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  • 文章类型: Journal Article
    温带气候下的泥炭地受到气候变化和人类活动的威胁。由此产生的有机物分解在调节相关的地面沉降速率中起着重要作用,然而,需氧和厌氧泥炭分解速率的决定因素还没有完全理解。在这项研究中,我们试图深入了解植物多样性泥炭地分解速率的驱动因素(莎草,芦苇,木头,和苔藓占优势)在有氧和缺氧条件下。从缺氧区收集泥炭样品并在有氧或缺氧条件下孵育24小时(短)和15周(长)。二氧化碳排放,水解和氧化外切酶电位活性,酚类化合物浓度,并在每个潜伏期结束时测量了几个因素。我们发现,缺氧泥炭样品15周的氧气暴露使平均CO2排放量增加了3.9倍。在缺氧条件下,芦苇和莎草泥炭比木材和苔藓泥炭呼吸更多。有趣的是,在永久缺氧条件下,缺氧泥炭层的CO2排放量很大,并且考虑到该地区泥炭沉积物的厚度,这些活动可能在长期地面沉降率和排水泥炭地的二氧化碳排放总量中发挥重要作用。长期孵育的结果表明,分解速率似乎也受到氧气侵入以外的因素的控制,例如基质的可用性。总之,泥炭基质的植物成分,孵化条件和孵化时间都是预测泥炭分解和随后的地面沉降率时需要考虑的重要因素。
    Drained peatlands in temperate climates are under threat from climate change and human activities. The resulting decomposition of organic matter plays a major role in regulating the associated land subsidence rates, yet the determinants of aerobic and anaerobic peat decomposition rates are not fully understood. In this study, we sought to gain insight into the drivers of decomposition rates in botanically diverse peatlands (sedge, reed, wood, and moss dominant) under oxic and anoxic conditions. Peat samples were collected from the anoxic zone and incubated for 24 h (short) and 15 weeks (long) under either oxic or anoxic conditions. CO2 emissions, hydrolytic and oxidative exoenzyme potential activities, phenolic compound concentrations, and several edaphic factors were measured at the end of each incubation period. We found that 15 weeks of oxygen exposure of anoxic peat samples accelerated the average CO2 emissions by 3.9-fold. Reed and sedge peat respired more than wood and moss peat under anoxic conditions. Interestingly, CO2 emissions from anoxic peat layers under permanently anoxic conditions were substantial and given the thickness of peat deposits in the field, such activities may play an important role in long-term land subsidence rates and total CO2 emissions from drained peatlands. The results from the long-term incubations showed that decomposition rates appear to be also controlled by factors other than oxygen intrusion such as substrate availability. In summary, the botanical composition of the peat matrix, incubation conditions and time of incubation are all important factors that need to be considered when predicting peat decomposition and subsequent land subsidence rates.
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  • 文章类型: Journal Article
    深入的全球车队电气化被认为是实现碳中和目标的主要途径。然而,电气化何时以及如何帮助减轻运输部门的环境影响和碳排放仍不清楚。在这里,中国两款典型A级车的全生命周期环境影响和碳节约范围,包括电动汽车(EV)和内燃机汽车(ICEV),通过具有定位参数的终点损伤的生命周期评估模型进行量化。结果表明,在行驶距离为39,153km后的总环境影响和32,292km后的碳排放方面,EV的表现优于ICEV。只有当行驶距离小于3229km/a时,ICEV才更加碳友好。考虑到15万公里的全寿命行驶距离,EV和ICEV的整个生命周期平均环境影响计算为8.6和17.5mPt/km,分别,但在生产阶段,EV的影响是ICEV的2.3倍。此外,电动汽车单位碳排放量为140克/公里,比ICEV低46.8%。最后,考虑了三种潜在的减排方案:更清洁的电力组合,能源效率改进和复合方案。这些情景贡献了19.1%,减少13.0%和32.1%,分别。然而,除非化石燃料被可再生能源取代,否则在中国实现碳峰值和中和目标仍然是一个巨大的挑战。该研究可为减排环节识别方法和实践提供科学参考,生态驾驶选择和减排路径制定。
    Profound worldwide fleet electrification is thought to be the primary route for achieving the target of carbon neutrality. However, when and how electrification can help mitigate environmental impacts and carbon emissions in the transport sector remains unclear. Herein, the overall life-cycle environmental impacts and carbon saving range of two typical A-class vehicles in China, including electric vehicle (EV) and internal combustion engine vehicle (ICEV), were quantified by the life cycle assessment model for endpoint damage with localization parameters. The results showed that the EV outperformed the ICEV for the total environment impact after a travel distance of 39,153 km and for carbon emissions after 32,292 km. The ICEV was more carbon-friendly only when the driving distance was less than 3229 km/a. Considering a full lifespan travel distance of 150,000 km, the whole life-cycle average environmental impacts of EV and ICEV were calculated as 8.6 and 17.5 mPt/km, respectively, but the EV had 2.3 times higher impacts than the ICEV in the production phase. In addition, the EV unit carbon emission was 140 g/km, 46.8% lower than that of the ICEV. Finally, three potential reduction scenarios were considered: cleaner power mix, energy efficiency improvement and composite scenario. These scenarios contributed 19.1%, 13.0% and 32.1% reductions, respectively. However, achieving carbon peak and neutrality goals in China remains a great challenge unless fossil fuels are replaced by renewable energy. The research can provide scientific reference for the method and practice of emission reduction link identification, eco-driving choice and emission reduction path formulation.
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  • 文章类型: Journal Article
    陆地生态系统中的微塑料(MPs)积累可以通过改变微生物和土壤结构来影响温室气体(GHG)的产生。目前,关于MPs对植物影响的研究并不一致,与温室气体相关的潜在分子机制尚不清楚。第一次,我们进行了一项微观研究,以探讨MP添加的影响(Rawvs.老年人)和长臂木霉和枯草芽孢杆菌接种(唯一与组合)温室气体排放,土壤群落结构,理化性质,和酶活性。我们的结果表明,添加老化的MPs显著增加了温室气体排放(N2O(+16%)和CO2(+21%),分别),C和N循环基因表达,微生物生物质碳,和土壤理化性质比原始MPs。然而,土壤微生物群落结构和酶活性在原始MPs添加处理中得到增强,无论添加到土壤中的MPs类型如何。然而,通过改变两种类型的MPs添加处理中C和N循环基因的表达,微生物接种显着减少了GHGs的排放。土壤微生物群落结构,酶活性,在这两种类型的MPs中,在存在微生物接种的情况下,理化性质和微生物生物量碳都得到了增强。在木霉属和枯草芽孢杆菌的单独和联合接种中,共同施用的木霉和枯草芽孢杆菌大大减少了温室气体排放(N2O(-64%)和CO2(-61%),分别)通过改变C和N循环基因的表达而与使用的MPs类型无关。联合接种还增强了土壤酶活性,微生物群落结构,这两种类型的MPs处理的理化性质和微生物生物量碳。我们的发现提供了证据,表明聚乙烯MPs可能会造成温室气体排放的高风险,而木霉属和枯草芽孢杆菌的联合应用通过改变C和N循环基因表达显着减少了温室气体排放。土壤微生物群落结构,和陆地生态系统中MPs污染下的酶活性。
    Microplastics (MPs) accumulation in terrestrial ecosystems can affect greenhouse gases (GHGs) production by altering microbial and soil structure. Presently, research on the MPs effect on plants is not consistent, and underlying molecular mechanisms associated with GHGs are yet unknown. For the first time, we conducted a microcosm study to explore the impact of MPs addition (Raw vs. aged) and Trichoderma longibrachiatum and Bacillus subtilis inoculation (Sole vs. combination) on GHGs emission, soil community structure, physiochemical properties, and enzyme activities. Our results indicated that the addition of aged MPs considerably enhanced the GHGs emissions (N2O (+16%) and CO2 (+21%), respectively), C and N cycling gene expression, microbial biomass carbon, and soil physiochemical properties than raw MPs. However, the soil microbial community structure and enzyme activities were enhanced in raw MPs added treatments, irrespective of the MPs type added to soil. However, microbial inoculation significantly reduced GHGs emission by altering the expression of C and N cycling genes in both types of MPs added treatments. The soil microbial community structure, enzymes activities, physiochemical properties and microbial biomass carbon were enhanced in the presence of microbial inoculation in both type of MPs. Among sole and combined inoculation of Trichoderma and Bacillus subtilis, the co-applied Trichoderma and Bacillus subtilis considerably reduced the GHGs emission (N2O (-64%) and CO2 (-61%), respectively) by altering the expression of C and N cycling genes regardless of MPs type used. The combined inoculation also enhanced soil enzyme activities, microbial community structure, physiochemical properties and microbial biomass carbon in both types of MPs treatment. Our findings provide evidence that polyethylene MPs likely pose a high risk of GHGs emission while combined application of Trichoderma and Bacillus subtilis significantly reduced GHGs emission by altering C and N cycling gene expression, soil microbial community structure, and enzyme activities under MPs pollution in a terrestrial ecosystem.
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