Table 7 Description of the variables and attributes of the “QUANT_SensorSystems_hourly.csv”.

From: QUANT: a long-term multi-city commercial air sensor dataset for performance evaluation

Header

Description

Data format

time

The time format is DD/MM/YYYY HH: mm. The measurement period covered in this file extends from 10 Dec 2019 to 31 Nov 2022.

date

location

Sites where the measurements were taken in the UK. Alternative values:

string

- MAQS: Manchester (lat 53.444222 N, long −2.214417E);

- LAQS: London (lat 51.449694 N, long −0.037389E);

- YoFi: York (lat 53.951917 N, long -1.075861E).

instrument

Sensor system’s name. Alternative values for the Main QUANT study: Ari063, Ari078, Ari086, Ari093; AQM388, AQM389, AQM390, AQM391; AQY872, AQY873, AQY874, AQY875; PA1, PA2, PA3, PA4, PA5, PA6, PA7, PA8, PA9, PA10;Zep188, Zep309, Zep311, Zep344;

string

Alternative values for the Wider Participation Study: AQM1, AQM2, AQM3; AP1, AP2, AP3; Atm2, Atm1; IMB2, IMB1; Mod1, Mod2, Mod3; NS1, NS2, NS3; Poll1, Poll2; Prax1, Prax2; SA1, SA2, SA3.

sensornumber

Relates to the history of the sensing element, and can take integer values between 1 and 3. If the sensor has never been replaced, it’ll take a value of “1”.

int16

version

It describes the data product. Alternative values:

string

- out-of-box: data product produced by default by the manufacturer;

- cal1: first corrected/calibrated data product;

- cal2: second corrected/calibrated product;.

A special case is the PurpleAir sensors, which can only take the alternative atmospheric and indoor which are the default data products from that company. See27 for more details.

measurand

Short names for the air pollutants (or meteorological variables) included in the files. Alternative values are: NO, NO2, O3, PM2.5, PM10, Pressure, RelHumidity and Temperature.

string

measurement

Measurement values. Units for the air pollutants: for NO, NO2 and O3: ppb; for PM1, PM2.5, PM10: ug/m3; Units for meteorological variables: Pressure: hectopascal (hPa); RelHumidity: percentage (%); Temperature: Kelvin (K);

float64

flag

Quality flag indicator. Alternative values are:

string

None: the data can be considered reliable without specific reservations;

Info: additional information, it does not necessarily indicate a problem.

Warning: data may have minor issues, but are not serious enough to invalidate the data;

Error: the data has significant issues that affect its reliability.

flagreason

It can take integer values between 1 and 4 for most companies. For others, this can range up to 16 (see *special cases).

string

For the general case, it can take these string values:

None: no issues;

Retrospectively_collected: the data wasn’t collected right after it was generated;

Power_problem: power outage at the site.

*special cases: some companies offer extra metadata. For comprehensive details follow the links below:

• Environmental Instruments: https://rb.gy/c1qs6t;

• Kunak: https://rb.gy/qoo5z3;