a value of the tested parameter for control soil. P 0 : a value of the tested parameter for contaminated soil. D 0 : C 0 − P 0. The RS index takes values from − 1 to + 1. RS with a value of 1 means full resistance; 0—a 100% decrease, or a 100% increase of th...
Solid lines show the correlation slope parameter; dashed lines the 95% confidence interval of the slope parameter. For correlations with identified outliers, standardized residual plots are included in Supplementary Figure S2. For correlations where log-normalization was used to correct for inconsistent...
13. Oil contaminated soil samples representing Indian oil refineries (I) were collected from Noonmati Oil Refinery in Guwahati and Barhola oilfields, both in Assam, India. Soil samples were collected in both sites from the surface (0–10 cm) and beneath...
An initial experiment with the standard DECCS sampling device showed excessive adsorption of cysteinyl leukotrienes. The source of the adsorption was determined using 3 separate experimental setups (n = 3 for each parameter). Setup #1: DECCS assembly minus the mouthpiece with a solvent-rinsed ...
Using a low-complexity design architecture with hyperparameter optimization, the models attained a precision of 97% in identifying FHB in seeds and 99% accuracy (Figure 5). Another research study demonstrated the effectiveness of a deep convolutional neural network (DCNN) with transfer learning in ...
Toxic substances have a deleterious effect on biological systems if accrued in ecosystems beyond their acceptable limit. A natural ecosystem can become contaminated due to the excessive release of toxic substances by various anthropogenic and natural activities, which necessitates rehabilitation of the envi...
Moreover, while the MLP and ensemble models performed well, further refinement of model parameters through additional hyperparameter tuning and feature engineering could potentially enhance the classification accuracy. In conclusion, the integration of E-nose technology with machine learning offers a rapid...
Interestingly, BPF generated a large number of OTU in classes of Saprospirae and TM7-3, and BPA: Phycisphaerae, iii1-8, Chloracidobacteria. It also induced an increase in this parameter for Gammaproteobacteria, whereas BPF and BPS reduced it. The impact of bisphenols on bacteria classes ...
Therefore, maximum adsorption capacity is not the only determining factor to evaluate an adsorbent potentiality, though it is a significant parameter. Other factors such as adsorption kinetics, solid-liquid separation, pH influence, adsorbent regeneration, post adsorption disposal and environmental ...
coli outside of storm events or in land use areas less prone to fecal contamination. Concurrent with the collection of water grab samples, five physicochemical variables were collected using a handheld multi-parameter water quality sonde (YSI Inc./Xylem Inc.) fitted with an Ion Selective ...