Table 3 Statistical test performed for each mathematical model regarding moisture and solid transfer during immersion

Model Test Brine concentration (%)
2.5 5 10 15
Newton MR R2 0.9529 0.9519 0.9058 0.4171
SSE 0.0045 0.0057 0.0115 0.0129
RMSE 0.0671 0.0756 0.1073 0.1136
χ2 0.0012 0.0012 0.0019 0.0013
SR R2 0.9162 0.9785 0.9052 0.9736
SSE 0.0431 0.0124 0.0202 0.0111
RMSE 0.2076 0.1113 0.1421 0.1054
χ2 0.0014 0.0011 0.0023 0.0014
Henderson Pabis MR R2 0.9529 0.9515 0.9058 0.4171
SSE 0.0025 0.0042 0.0128 0.0094
RMSE 0.0500 0.0650 0.1130 0.0968
χ2 0.0012 0.0012 0.0019 0.0013
SR R2 0.9162 0.9785 0.9052 0.9736
SSE 0.0348 0.0024 0.0189 0.0166
RMSE 0.1866 0.0495 0.1375 0.1288
χ2 0.0014 0.0011 0.0023 0.0012
Page MR R2 0.9736 0.9607 0.8596 0.1436
SSE 0.0043 0.0058 0.0184 0.0779
RMSE 0.0654 0.0761 0.1357 0.2792
χ2 0.0013 0.0013 0.0013 0.2060
SR R2 0.9927 0.9955 0.9790 0.9934
SSE 0.0008 0.0023 0.0152 0.0113
RMSE 0.0274 0.0480 0.1234 0.1064
χ2 0.0014 0.0011 0.0023 0.0012
Weibull MR R2 0.9736 0.9651 0.8981 0.4238
SSE 0.0637 0.0019 0.0086 0.1606
RMSE 0.2525 0.0442 0.0927 0.4007
χ2 0.0011 0.0011 0.0017 0.0308
SR R2 0.9900 0.9974 0.9777 0.9944
SSE 0.0014 0.0021 0.0130 0.0065
RMSE 0.0367 0.046 0.1142 0.0805
χ2 0.0010 0.0010 0.0010 0.0009