Institute of Sanitary Engineering, Faculty of Civil and Geodetic Engineering, Jamova 2, Ljubljana, Slovenia.
Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, Ljubljana, Slovenia.
J Environ Manage. 2018 May 1;213:566-574. doi: 10.1016/j.jenvman.2018.02.058. Epub 2018 Feb 21.
A start-up of 4 MW agricultural biogas plant in Vučja vas, Slovenia, was monitored from 2011 to 2014. The start-up was carried out in 3 weeks with the intake of biomass from three operating full-scale 1-2 MW donor agricultural biogas plants. The samples were taken from donor digesters and from two serial digesters during the start-up over the course of 2.5 years. Bacterial and Archaeal microbial communities progressively diverged from the composition of donor digesters during the start-up phase. The rate of change of Bacterial community decreased exponentially over the first 2.5 years as dynamics within the first 70 days was comparable to that of the next 1.5 years, whereas approximately constant rate was observed for Archaea. Despite rearrangements, the microbial communities remained functionally stable and produced biogas throughout the whole 2.5 years of observation. All systems parameters measured were ordered according to their Kernel density (Gaussian function) ranging from the most dispersed (substrate categories used as cosubstrates, quantities of each cosubstrate, substate dry and volatile matter, process parameters) towards progressively least dispersed (trace metal and ion profiles, aromatic-polyphenolic compounds, biogas plant functional output (energy)). No deficiency was detected in trace metal content as the distribution of metals and elements fluctuated within the suggested limits for biogas over 2.5 year observation. In contrast to the recorded process variables, Bacterial and Archaeal microbial communities exhibited directed changes oriented in time. Variation partitioning showed that a large fraction of variability in the Bacterial and Archaeal microbial communities (55% and 61%, respectively) remained unexplained despite numerous measured variables (n = 44) and stable biogas production. Our results show that the observed reorganization of microbial communities was not directly associated with impact on the full-scale biogas reactor performance. Novel parameters need to be determined to elucidate the variables directly associated with the reorganization of microbial communities and those relevant for sustained function such as the more in-depth interaction between TSOC, trace metal profiles, aromatic-polyphenolic compounds and ionic strength (e.g. electrical conductivity).
一家位于斯洛文尼亚武契亚瓦什的 4MW 农业沼气厂于 2011 年至 2014 年进行了监测。该启动过程在 3 周内完成,使用了来自三个运营中的 1-2MW 大型农业沼气厂的生物质作为原料。在启动过程中,从供体消化器和两个连续消化器中采集了样本,这些样本在 2.5 年内进行了采集。在启动阶段,细菌和古细菌微生物群落逐渐与供体消化器的组成不同。在最初的 2.5 年内,细菌群落的变化率呈指数级下降,因为在前 70 天内的动态与接下来的 1.5 年内的动态相当,而古菌的变化率则保持相对恒定。尽管发生了重新排列,但微生物群落仍然保持功能稳定,并在整个 2.5 年的观察期内产生沼气。所有测量的系统参数都根据其核密度(高斯函数)进行了排序,从最分散的(用作共底物的底物类别、每种共底物的数量、底物干物质和挥发性物质、工艺参数)到逐渐最不分散的(痕量金属和离子形态、芳香族-多酚化合物、沼气厂功能输出(能量))。在 2.5 年的观察期内,痕量金属含量没有检测到缺乏,因为金属和元素的分布在沼气的建议范围内波动。与记录的过程变量相比,细菌和古细菌微生物群落表现出随时间定向变化。方差分解表明,尽管有许多测量变量(n=44)和稳定的沼气产量,但细菌和古细菌微生物群落的很大一部分变异性(分别为 55%和 61%)仍然无法解释。我们的结果表明,观察到的微生物群落的重组与大型沼气反应器性能的直接影响无关。需要确定新的参数来阐明与微生物群落重组直接相关的变量,以及与持续功能相关的变量,例如总固体有机碳(TSOC)、痕量金属形态、芳香族-多酚化合物和离子强度之间的更深入相互作用(例如电导率)。