2015
DOI: 10.1002/2015gl063204
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A new method for global retrievals of HCHO total columns from the Suomi National Polar‐orbiting Partnership Ozone Mapping and Profiler Suite

Abstract: We introduce a new method for retrieving formaldehyde (HCHO) based on principal component analysis (PCA) of satellite‐measured radiances. Applying the technique to the Suomi National Polar‐orbiting Partnership/Ozone Mapping and Profiler Suite (S‐NPP/OMPS) radiances between 328.5 and 356.5 nm, we extract principal components (PCs) associated with various physical processes (e.g., ozone absorption and rotational Raman scattering) and measurement details (e.g., wavelength shift). These PCs, along with precomputed… Show more

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Cited by 42 publications
(55 citation statements)
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“…The characteristics of the spectral fitting are summarized in Table 1. To retrieve the SCDs we use a nonlinear least-squares inversion method implemented in the ELSUNC software (Lindström and Wedin, 1988) to minimize the cost function χ 2 defined as the weighted square difference between the measured and modeled radiance. Figure 2 shows the result of the fitting for three pixels in orbit 3538 over the Americas.…”
Section: Spectral Fittingmentioning
confidence: 99%
See 1 more Smart Citation
“…The characteristics of the spectral fitting are summarized in Table 1. To retrieve the SCDs we use a nonlinear least-squares inversion method implemented in the ELSUNC software (Lindström and Wedin, 1988) to minimize the cost function χ 2 defined as the weighted square difference between the measured and modeled radiance. Figure 2 shows the result of the fitting for three pixels in orbit 3538 over the Americas.…”
Section: Spectral Fittingmentioning
confidence: 99%
“…The first global H 2 CO measurements using UV radiation were reported by Chance et al (2000), using Global Ozone Monitoring Experiment (GOME) spectra. Since this seminal work, measurements of tropospheric H 2 CO have been obtained using data recorded by the SCanning Imaging Absorption spectrometer for Atmospheric CHartography (SCIAMACHY), GOME-2 instruments and Ozone Monitoring Instrument (OMI) (De Smedt et al, 2008González Abad et al, 2015;Hewson et al, 2015;Kurosu et al, 2004;Palmer et al, 2001;Vrekoussis et al, 2010;Wittrock et al, 2006), and now Smithsonian Astrophysical Observatory Ozone Mapping and Profiler Suite (SAO OMPS; this work and Li et al, 2015). Having overlapping retrievals from OMI and OMPS opens the possibility of building a long-term data set of H 2 CO using similar retrieval algorithms and having a period of cross-calibration to allow us to extract valuable conclusions about the performance of both instruments that will be of great value for future low-Earth orbit (LEO) and geostationary missions such as the Tropospheric Emissions: Monitoring of Pollution (TEMPO; Chance et al, 2013).…”
Section: Introductionmentioning
confidence: 99%
“…As for the previous algorithm versions, level-2 and level-3 data products of version 14 are openly available on TEMIS (http://h2co.aeronomie.be). Comparisons between the BIRA-IASB OMI H 2 CO product and the OMI operational product from SAO can be found in González Abad et al (2015b), while comparisons with the NASA OMPS PCA product can be found in Li et al (2015).…”
Section: Formaldehyde Retrievalsmentioning
confidence: 99%
“…Since isoprene can also be a precursor of HCHO , future work should investigate the relationship of HCHO to isoprene in the whole Southern Hemisphere, although such an investigation cannot feasibly be easily performed at present using satellite measurements alone. All the above interpretations need to be carefully considered because of the uncertainty of HCHO retrieval attributed to relatively weak signals and a strong interference (Li et al 2015). Thus, the improvement of the HCHO retrieval algorithm is another future undertaking required for a better understanding of climatological HCHO patterns.…”
Section: Formaldehydementioning
confidence: 99%