Table 5 Description of the main variables and attributes of the NetCDF files.
From: QUANT: a long-term multi-city commercial air sensor dataset for performance evaluation
Header | Description | Data format |
---|---|---|
time | - units: seconds since 1970-01-01 00:00:00; | int32 |
- valid_min: minimum value; | ||
- valid_max: maximum value; | ||
sensornumber | Corresponds to the sensing element history. If the sensor has never been replaced it’ll take a value of “1” | int16 |
- valid_min: minimum value (equal to “1”); | ||
- valid_max: maximum value (e.g. if it has been replaced just once it’ll take the value of 2, and so on); | ||
- date_first_measurement: start date of measurements for a specific sensing element; | ||
- date_last_measurement: end date of measurements for a specific sensing element; | ||
calibration | It describes the data product. | int16 |
- flag_values: indication of the calibrated product. It can take the values of “1”, “2” or “3”; | ||
- flag_meanings: | ||
out-of-box (for flag_values = 1): data product produced by default by the manufacturer; | ||
cal1 (for flag_values = 2), first corrected/calibrated data product; | ||
cal2 (for flag_values = 3), second corrected/calibrated product; | ||
- date_calibration_applied: the date on which a new data product was released; | ||
Note 1: NO, NO2, O3, PM2.5 and PM10 are the only variables for which suppliers generated different data products. | ||
Note 2: a special case is the PurpleAir sensors, which can only take the flag_values “1” (flag_meanings = atmospheric) and “2” (flag_meanings = indoor) which are the default data products from that company. See27 for more details. | ||
*var (i.e., air_pressure, relative_humidity, air_temperature, pm1, pm10, pm2p5, no2, no, o3, co2, co) | Measurement values. | float64 |
- units for meteorological variables: | ||
○ Air_pressure: hectopascal (hPa); | ||
○ relative_humidity: percentage (%); | ||
○ air_temperature: Kelvin (K); | ||
- units for the air pollutants: | ||
○ pm1, pm10 and pm2p5: ug/m3; | ||
○ no2, no, o3, co2 and co: ppb; | ||
- FillValue: missing or invalid data is shown as −9999. | ||
- valid_min: minimum valid value; | ||
- valid_max: minimum valid value; | ||
- coordinates: co-location sites coordinates (reference system WGS84): | ||
○ LAQS: 51.449694 N, −0.037389E; | ||
○ YoFi: 53.951917 N, −1.075861E; | ||
○ MAQS: 53.444222 N, −2.214417E; | ||
- Ancilliary_variables: qc_flag_*var and qc_flag_reason_*var (see Table 6 for more details). |