Table 3 Water components, their measuring units and diagnostic procedures.

From: A proficiency assessment of integrating machine learning (ML) schemes on Lahore water ensemble

Parameters

Abbreviation

Units

Diagnostic techniques

Electrical conductivity

EC

\(\mu\)S/cm

EC Meter Hach-44600-00 USA

pH

pH

pH unit

pH Meter Hanna Instrument, Model 8519 Italy

Turbidity

Turbidity

NTU

Turbidity Meter Lamotte, Model 2008 USA

Bicarbonate

\(HCO_3\)

mg/l

2320 Standard Method APHA 2017

Carbonate

\(CO_3\)

mg/l

2320 Standard Method APHA 2017

Calcium

Ca

mg/l

3500-Ca-D Standard Method APHA 2017

Magnesium

Mg

mg/l

2340-C Standard Method APHA 2017

Hardness

Hard

mg/l

EDTA Titration Standard Method APHA 2017

Chloride

Cl

mg/l

Titration Standard Method APHA 2017

Sodium

Na

mg/l

Flame Photometer PFP7 UK

Potassium

K

mg/l

Flame Photometer PFP7 UK

Sulphate

\(SO_4\)

mg/l

SulfaVer4 Hach-8051 by Spectrophotometer

Nitrate

\(NO_3\)

mg/l

Cd. Reduction Hach-8171 by Spectrophotometer

TDS

TDS

mg/l

2540C Standard Method APHA 2017

Iron

Fe

mg/l

Spectrophotometer Standard Method APHA 2017

Fluoride

F

mg/l

4500-FC Ion-Selective Electrode Standard Method APHA 2017

Arsenic

As

\(\mu\)g/l

AAS Vario 6, Analytik Jena AG 3111B APHA 2017

Total coliforms

TotalColiforms

CFU/100ml

9221-B, C & D, Standard Method APHA 2017

E. Coli

EColi

CFU/100ml

9221-B, C & D, Standard Method APHA 2017