All of these works demonstrate a clear trend away from traditional thresholding and CNN-based methods to transformer-driven architectures, with hybrid models which merge modern learning methods with traditional preprocessing offering promising results for flood scene analysis.
Repeated-measures ANOVA revealed that heating temperature had a highly significant effect on both overall thermal sensation and overall thermal comfort.
In addition, although body weight was not significantly associated with electrical sensory perception, skin density demonstrated a tendency toward statistical significance.
However, there exists an increasing trend of improvements in technology with each passing year.
In the overall group comparisons, M(+) treatments significantly reduced DS compared with M(–) groups, whereas S(+) treatments showed a decreasing trend in DS relative to S(–) groups, although this effect was not statistically significant.
The removal of harmful nitro compounds from environments integrating nitroreductase enzymes is highly significant for future research.
As indicated in Table 7 , the significance levels (P values) and standardized path coefficients (Std) reveal that all P values are highly significant at the 0.001 level.
7 , the anti-washout performance of the grouting materials generally exhibited a decreasing trend with increasing replacement ratio of shield muck, with a particularly pronounced decline observed when the replacement ratio exceeded 40%.
Studies investigating changes in the functional parameters of the respiratory system have revealed a significant trend toward gradual improvement over time 28 , 29 .
Losses became highly significant at greater ash levels, with M25 MWIA-30 and M25 MWIA-40 declining by 29.75% and 31.65%, respectively.
Figure 11 b illustrates a robust linear decrease in splitting tensile strength with the proportion of E-waste aggregates, indicating a clear trend.
As the offset distance increases, the amount of roof subsidence shows a decreasing trend; the reduction in roof subsidence at an offset distance of 12 m is the greatest compared to that at an offset of 6 m, with a decrease of 42.6%.
In general, when the external offset distance of the mining roadway is 18 m, the stress on the surrounding rock on the left side of the roadway is the greatest, reaching 11.87 MPa and 8.72 MPa on the right side; When the external offset distance mining roadway is 24 m, the stress on the left side of the roadway begins to decrease, peaking at 11.048 MPa, while stress begins to concentrate on the coal pillar on the right side and shows an increasing trend, peaking at 10.5 MPa.
The C values for Monitoring Points 1 to 5 were 0.935, 0.872, 0.699, 0.611, and 0.583, respectively, exhibiting a decreasing trend.
All the groups exhibited an increasing trend in RBA, LZY, and MPO levels in the post-challenge condition, compared to pre-challenge, and these values were significantly different (P < 0.05).
Analogous to the trend noted in the case of compressive strength, a decreasing trend in the splitting tensile strength was also observed as the percentage of Elec-waste aggregates increased.
The calculated Intraclass Correlation Coefficient was 0.60, indicating a moderate degree of agreement among subjects’ ratings, with a highly significant p-value (< 0.001), suggesting that the ratings are consistent.
Preliminary experiments conducted with alternative chaotic maps did not yield practically significant improvements in classification accuracy.
While mean convergence curves averaged over multiple independent runs can provide an overall trend, such representations may smooth out informative search behaviors and obscure distinctive convergence characteristics of population-based metaheuristic algorithms.
If θ > 0, the variable exhibits an increasing trend, whereas θ < 0 indicates a decreasing trend.
Results indicated a clear trend where increased chitosan concentration led to higher water absorption values across all fabric types.
The peak load follows an increasing trend, reaching a maximum of 677 N at 0.5 wt%, which is more than double that of the CNT-free specimen.
However, a statistically significant decline was observed between 2019 and 2024, suggesting a decreasing trend in Microsporidia MB prevalence over time.
The energy yield exhibits a decreasing trend with increasing discharge time.
Air permeability The impact of hydrogel concentration on air permeability is evident, with a clear trend: higher chitosan hydrogel concentrations lead to reduced air permeability across all nonwoven fabric types, as illustrated in Fig. 6 .