In:
Atmospheric Measurement Techniques, Copernicus GmbH, Vol. 13, No. 1 ( 2020-01-16), p. 205-218
Abstract:
Abstract. We present a
comparison between satellite-based TROPOMI (TROPOspheric Monitoring
Instrument) NO2 products and ground-based observations in Helsinki
(Finland). TROPOMI NO2 total (summed) columns are compared with the
measurements performed by the Pandora spectrometer between April and
September 2018. The mean relative and absolute bias between the TROPOMI and
Pandora NO2 total columns is about 10 % and
0.12×1015 molec. cm−2 respectively. The dispersion of these
differences (estimated as their standard deviation) is
2.2×1015 molec. cm−2. We find high correlation
(r = 0.68) between satellite- and ground-based data, but also that
TROPOMI total columns underestimate ground-based observations for relatively
large Pandora NO2 total columns, corresponding to episodes of
relatively elevated pollution. This is expected because of the relatively
large size of the TROPOMI ground pixel (3.5×7 km) and the a priori
used in the retrieval compared to the relatively small field-of-view of the
Pandora instrument. On the other hand, TROPOMI slightly overestimates (within
the retrieval uncertainties) relatively small NO2 total columns.
Replacing the coarse a priori NO2 profiles with high-resolution
profiles from the CAMS chemical transport model improves the agreement
between TROPOMI and Pandora total columns for episodes of NO2
enhancement. When only the low values of NO2 total columns or the
whole dataset are taken into account, the mean bias slightly increases. The
change in bias remains mostly within the uncertainties. We also analyse the consistency between satellite-based data and in situ NO2 surface concentrations measured at the Helsinki–Kumpula air quality station (located a few metres from the Pandora spectrometer). We find similar day-to-day variability between TROPOMI, Pandora and in situ measurements, with NO2 enhancements observed during the same days. Both satellite- and ground-based data show a similar weekly cycle, with lower NO2 levels during the weekend compared to the weekdays as a result of reduced emissions from traffic and industrial activities (as expected in urban sites). The TROPOMI NO2 maps reveal also spatial features, such as the main traffic ways and the airport area, as well as the effect of the prevailing south-west wind patterns. This is one of the first works in which TROPOMI NO2 retrievals are validated against ground-based observations and the results provide an early evaluation of their applicability for monitoring pollution levels in urban sites. Overall, TROPOMI retrievals are valuable to complement the ground-based air quality data (available with high temporal resolution) for describing the spatio-temporal variability of NO2, even in a relatively small city like Helsinki.
Type of Medium:
Online Resource
ISSN:
1867-8548
DOI:
10.5194/amt-13-205-2020
DOI:
10.5194/amt-13-205-2020-supplement
Language:
English
Publisher:
Copernicus GmbH
Publication Date:
2020
detail.hit.zdb_id:
2505596-3
