Drexel University , 3141 Chestnut St., Philadelphia, Pennsylvania 19104, United States.
Environ Sci Technol. 2017 Nov 21;51(22):13344-13352. doi: 10.1021/acs.est.7b03975. Epub 2017 Nov 2.
Data collected from experiments conducted at a flask scale are regularly used as input data for life cycle assessments and techno-economic analyses for predicting the potential productivities of large-scale commercial facilities. This study measures and compares nitrogen removal and biomass growth rates in treatment systems that utilize an algae-bacteria consortium to remediate landfill leachate at three scales: small (0.25 L), medium (100 L), and large (1000 L). The medium- and large-scale vessels were run for 52 consecutive weeks as semibatch reactors under variable environmental conditions. The small-scale experiments were conducted in flasks as batch experiments under controlled environmental conditions. Kolomogov-Smirnov statistical tests, which compare the distributions of entire data sets, were used to determine if the ammonia removal, total nitrogen removal, and biomass growth rates at each scale were statistically different. Results from the Kolmogov-Smirnov comparison indicate that there is a significant difference between all rates determined in the large-scale vessels compared to those in the small-scale vessels. These results suggest that small-scale experiments may not be appropriate as input data in predictive analyses of full scale algal processes. The accumulation of nitrite and nitrate within the reactor, observed midway through the experimental process, is attributed to high relative abundances of ammonia- and nitrite-oxidizing bacteria, identified via metagenomic analysis.
从在烧瓶规模进行的实验中收集的数据通常被用作生命周期评估和技术经济分析的输入数据,以预测大型商业设施的潜在生产力。本研究在三个规模上测量和比较了利用藻类-细菌联合体修复垃圾渗滤液的处理系统中的氮去除和生物量增长率:小(0.25 L)、中(100 L)和大(1000 L)。中试和大试在可变环境条件下作为半分批反应器连续运行了 52 周。小试在控制环境条件下作为分批实验在烧瓶中进行。柯尔莫哥洛夫-斯米尔诺夫统计检验(Kolomogov-Smirnov statistical tests),用于比较整个数据集的分布,用于确定每个规模的氨去除率、总氮去除率和生物量增长率是否在统计学上有差异。柯尔莫哥洛夫-斯米尔诺夫比较的结果表明,与小试相比,大试中的所有速率都有显著差异。这些结果表明,在预测全规模藻类过程时,小试可能不适合作为输入数据。在实验过程中途观察到的反应器中硝态氮和硝酸盐的积累归因于氨氧化菌和亚硝酸盐氧化菌的相对丰度较高,通过宏基因组分析确定。