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Fig 1.

Geomorphology of the study area and its surrounding, and sampling points (modified after Siddique et al., 2021 [33]).

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Fig 2.

Energy calibration curve of the HPGe detector.

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Fig 3.

Efficiency calibration curve of the HPGe detector.

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Table 1.

Activity Concentrations of 226Ra, 232Th, and 40K in Soil Samples with Associated Uncertainties.

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Table 2.

Comparison of the range (average) of ²²⁶Ra, ²³²Th, and ⁴⁰K activity concentrations in soil from industrial areas across different countries with the findings of the present study.

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Table 2 Expand

Table 3.

Radiological hazard parameters for soil samples in the current study.

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Table 3 Expand

Fig 4.

Map of the spatial distribution of total effective dose in the studied area, produced using inverse distance weighting (IDW) in ArcMap 10.2 [14,82].

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Table 4.

Statistical overview of NORMs in Study Samples.

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Fig 5.

Histogram of Frequency Distribution for (a) 226Ra; (b) 232Th; (c) 40K.

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Fig 6.

Pearson correlation between NORM and related radioactive variables.

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Fig 7.

(a) 3D PCA Loading Plot of Radiological Parameters; (b) 2D PCA Biplot of Radiological Parameters and Sampling Locations; (c) HCA Dendrogram of Radiological Parameters; (d) HCA Dendrogram of Sampling Locations.

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Table 5.

Rotated loading values of radioactive variables from PCs BIPLOT ANALYSIS.

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Table 6.

Overall ANOVA for radionuclide levels across the Kalurghat and Bayazid industrial sites.

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Fig 8.

Box plots showing the variation of (a) 226Ra; (b) 232Th; (c) 40K with sampling locations.

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