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; |