Data-Driven Model for the Prediction of Total Dissolved Gas: Robust Artificial Intelligence Approach

Table 1

Statistical variables of adopted dataset for both stations.

Station	Dataset	Unit
USGS 14150000	D	kcfs	3.50	20.30	11.26	4.34	0.39	0.25
	BP	mmHg	1160.00	14400.00	2784.69	1933.69	0.69	2.58
	T	°C	2.76	9.41	3.91	1.16	0.30	1.71
	GH	feet	723.00	762.00	747.31	4.80	0.01	−0.49
	TDS%	—	96.00	119.00	102.81	5.11	0.05	1.12
USGS 14181500	D	kcfs	957.00	10200.00	2056.95	1329.40	0.65	2.13
	BP	mmHg	710.00	747.00	733.67	4.44	0.01	−0.32
	T	°C	3.70	17.10	8.73	2.98	0.34	0.11
	GH	feet	2.82	7.61	3.71	0.86	0.23	1.39
	TDS%	—	96.00	132.00	104.55	6.37	0.06	1.54

kcfs: cubic feet per second; mmHg: millimeters of mercury; °C: degrees in Celsius.