Impact of filtering methods on ultrafine particles turbulent fluxes by eddy covariance

被引:1
|
作者
Pappaccogli, Gianluca [1 ]
Famulari, Daniela [2 ]
Donateo, Antonio [1 ]
机构
[1] Natl Res Council Italy, Inst Atmospher Sci & Climate CNR ISAC, I-73100 Lecce, Italy
[2] Natl Res Council Italy, Inst BioEcon CNR IBE, Via P Gobetti 101, I-40129 Bologna, Italy
关键词
Aerosol flux; Eddy covariance; Linear detrending; Recursive digital filter; Turbulent fluxes; SURFACE-LAYER; COMPLEX TERRAIN; TIME-SCALES; DRY; STATIONARITY; ATTENUATION; DEPOSITION; FREQUENCY; AIRCRAFT; VALLEY;
D O I
10.1016/j.atmosenv.2022.119237
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the present work, a comparison between Linear Detrending (LDT) and a Recursive Digital Filter (RDF) in removing the low-frequency contribution to the vertical turbulent fluxes was performed. The two methods were applied in order to obtain a correct evaluation of ultrafine particles, sensible heat and momentum turbulent fluxes. Exchange velocity was also evaluated separating the positive cases (the so called deposition velocity V-d) from negative cases (named emission velocity V-e). The low-frequency time scales (tau(c)) required by the RDF were obtained by means of an ogive analysis of turbulent fluxes for different atmospheric stability conditions (i.e. unstable, stable and neutral). RDF was applied also with a constant low-frequency time scale (RDF300, tau(c )= 300s). The stationarity test proposed by Mahrt (1998 - MST98) has been applied to momentum, kinematic temperature and particle number fluxes before and after applying LDT and RDF methods, in order to investigate the impact of filtering criteria on stationarity of time series. Results emphasised that there were no significant differences in stationary cases for different filtering procedures. The comparison analysis on the main turbulent variables highlighted that wider discrepancies occurred between LDT and RDF300, showing on average an increase in turbulent number particles flux obtained through RDF methods, especially in unstable atmospheric conditions. On the other hand, a mean decrease for momentum and sensible heat fluxes was observed. Filtering procedures led to a slight increase of exchange velocity, although an underestimation occurred for emission and deposition velocities when considered separately.
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页数:14
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