Table 1 Sorption coefficient and biological reaction rate constant of MPs in aerobic and anoxic processes estimated through the dynamic modeling approach.

From: Clustering micropollutants and estimating rate constants of sorption and biodegradation using machine learning approaches

Category	Micropollutant	K_{d, aerobic} (L g_MLSS⁻¹)	k_{bio, aerobic} (L g⁻¹ h⁻¹)	NSE_aerobic	K_{d, anoxic} (L g_MLSS⁻¹)	k_{bio, anoxic} (L g⁻¹ h⁻¹)	NSE_anoxic
Antidiabetic	Metformin	0.008 ± 0.012	0.122 ± 0.047	0.949	0.064 ± 0.009	0.086 ± 0.003	0.952
β-blocker	Atenolol	0.019 ± 0.002	0.038 ± 0.007	0.895	0.033 ± 0.047	0.077 ± 0.002	0.940
	Metoprolol	0.007 ± 0.011	0.004 ± 0.001	0.118	0.015 ± 0.004	0.007 ± 0.000	0.647
	Propranolol	0.05 ± 0.024	0.000 ± 0.002	−0.041	0.024 ± 0.014	0.013 ± 0.001	0.276
H₂-receptor blocker	Cimetidine	0.018 ± 0.007	0.024 ± 0.003	0.901	0.012 ± 0.003	0.005 ± 0.000	0.501
H₂-receptor blocker	Ranitidine	0.178 ± 0.001	0.087 ± 0.003	0.773	0.126 ± 0.029	0.019 ± 0.001	0.932
Antibiotic	Lincomycin	0.015 ± 0.001	0.004 ± 0.000	0.553	0.019 ± 0.016	0.002 ± 0.000	0.614
	Sulfathiazole	0.038 ± 0.006	0.008 ± 0.003	0.929	0.060 ± 0.031	0.003 ± 0.001	0.817
	Sulfamethazine	0.012 ± 0.009	0.006 ± 0.002	0.834	0.023 ± 0.002	0.002 ± 0.001	0.677
	Sulfamethoxazole	0.034 ± 0.005	0.007 ± 0.002	0.936	0.044 ± 0.007	0.001 ± 0.000	0.403
	Trimethoprim	0.064 ± 0.006	0.004 ± 0.001	−0.662	0.088 ± 0.023	0.045 ± 0.001	0.944
Non-steroidal anti-inflammatory drug	Acetaminophen	0.036 ± 0.012	0.165 ± 0.001	0.945	0.018 ± 0.001	0.048 ± 0.001	0.913
	Diclofenac	0.303 ± 0.026	0.039 ± 0.008	0.603	0.300 ± 0.139	0.009 ± 0.002	0.619
	Ibuprofen	0.052 ± 0.002	0.276 ± 0.033	0.853	0.022 ± 0.014	0.008 ± 0.001	0.591
	Naproxen	0.023 ± 0.007	0.103 ± 0.034	0.760	0.050 ± 0.004	0.006 ± 0.001	0.655
Anticonvulsant	Carbamazepine	0.046 ± 0.004	0.000 ± 0.001	−0.264	0.032 ± 0.001	0.002 ± 0.001	0.717
Anti-dyslipidemia agent	Atorvastatin	0.187 ± 0.071	0.142 ± 0.020	0.225	0.128 ± 0.417	0.018 ± 0.004	0.575
	Clofibric acid	0.010 ± 0.012	0.002 ± 0.001	0.670	0.000 ± 0.003	0.003 ± 0.001	−1.657
	Gemfibrozil	0.065 ± 0.007	0.056 ± 0.016	0.883	0.040 ± 0.025	0.003 ± 0.002	0.568
X-ray contrast agent	Iopromide	0.051 ± 0.017	0.048 ± 0.005	0.953	0.027 ± 0.012	0.025 ± 0.002	0.431
Corrosion inhibitor	1-H-benzotriazole	0.010 ± 0.021	0.019 ± 0.001	0.839	0.004 ± 0.004	0.005 ± 0.001	0.503
Corrosion inhibitor	4-methyl-1H-benzotriazole	0.034 ± 0.002	0.005 ± 0.000	0.759	0.041 ± 0.001	0.002 ± 0.001	0.627
Others	Caffeine	0.046 ± 0.015	0.165 ± 0.060	0.992	0.032 ± 0.005	0.003 ± 0.001	0.727
Preservative	Methyl paraben	0.279 ± 0.001	0.132 ± 0.008	0.847	0.187 ± 0.369	0.140 ± 0.037	0.923
	Ethyl paraben	0.155 ± 0.040	1.868 ± 0.064	0.762	0.208 ± 0.267	1.549 ± 0.043	0.957
	Propyl paraben	0.210 ± 0.044	1.592 ± 0.367	0.831	0.197 ± 0.228	1.195 ± 0.244	0.916
	Butyl paraben	0.439 ± 0.131	2.295 ± 0.109	0.811	0.266 ± 0.100	1.850 ± 0.051	0.897
Endocrine disruptor	Estriol	0.349 ± 0.102	1.852 ± 0.409	0.888	0.505 ± 0.054	1.094 ± 0.422	0.925
Endocrine disruptor	Estrone	0.226 ± 0.327	0.169 ± 0.041	0.798	0.070 ± 0.402	0.029 ± 0.008	0.614
Pesticide	Atrazine	0.004 ± 0.014	0.001 ± 0.000	−0.569	0.007 ± 0.027	0.001 ± 0.000	−0.951
Biocide	N,N-diethyl-meta-toluamide	0.009 ± 0.022	0.003 ± 0.001	0.789	0.026 ± 0.009	0.001 ± 0.000	0.164
Perfluorinated compound	Perfluoropentanoic acid	0.004 ± 0.007	0.000 ± 0.001	−1.259	0.020 ± 0.012	0.000 ± 0.001	−0.192
	Perfluorobutanesulfonic acid	0.009 ± 0.015	0.004 ± 0.001	−2.229	0.035 ± 0.121	0.002 ± 0.001	−0.172
	Perfluorohexanoic acid	0.001 ± 0.003	0.001 ± 0.001	0.615	0.005 ± 0.004	0.000 ± 0.001	−0.583
	Perfluoroheptanoic acid	0.000 ± 0.011	0.003 ± 0.002	0.575	0.039 ± 0.022	0.001 ± 0.001	−0.403
Nitrosamine	N-nitrosodimethylamine	0.023 ± 0.080	0.001 ± 0.001	−2.020	0.070 ± 0.096	0.001 ± 0.001	−0.499
	N-nitrosoethylmethylamine	0.023 ± 0.077	0.001 ± 0.001	−2.562	0.071 ± 0.100	0.001 ± 0.001	−0.251
	N-nitrosodiethylamine	0.023 ± 0.078	0.002 ± 0.001	−2.330	0.053 ± 0.086	0.001 ± 0.001	−0.275
	N-nitrodiphenylamine	0.018 ± 0.062	0.006 ± 0.002	−2.436	0.004 ± 0.029	0.000 ± 0.001	−0.185
	N-nitrosopyrrolidine	0.019 ± 0.095	0.002 ± 0.001	−2.195	0.082 ± 0.111	0.006 ± 0.001	−0.088
	N-nitrosomorpholine	0.025 ± 0.079	0.001 ± 0.001	−1.246	0.033 ± 0.069	0.001 ± 0.001	−0.219
	N-nitrosodibutylamine	0.016 ± 0.103	0.033 ± 0.002	0.743	0.014 ± 0.002	0.002 ± 0.002	−0.066

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Table 1 Sorption coefficient and biological reaction rate constant of MPs in aerobic and anoxic processes estimated through the dynamic modeling approach.

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