Table 8 R and RMSE values after adjustment for calibration and validation.

Parameter	R value for month 1	RMSE value for month 1	R value for month 2	RMSE value for month 2	R value for month 3	RMSE value for month 3	R value for month 4	RMSE value for month 4
TSS	0.83	0.012	0.88	0.01	0.81	0.01	0.82	0.02
BOD	0.88	0.08	0.86	0.07	0.83	0.07	0.87	0.06
COD	0.9	0.02	0.89	0.18	0.87	0.01	0.86	0.015
NH₄⁺-N	0.88	0.02	0.87	0.022	0.8	0.02	0.83	0.021
NO₂^–-N	0.83	0.028	0.84	0.027	0.8	0.03	0.83	0.031
NO₃^–-N	0.82	0.14	0.83	0.138	0.84	0.13	0.85	0.132
PO₄-P	0.88	0.01	0.87	0.012	0.82	0.02	0.87	0.018

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