TY - JOUR
T1 - Effect of cloud-to-ground lightning and meteorological conditions on surface NOxand O3in Hong Kong
AU - Fei, Leilei
AU - Chan, L. Y.
AU - Bi, Xinhui
AU - Guo, Hai
AU - Liu, Yonglin
AU - Lin, Qinhao
AU - Wang, Xinming
AU - Peng, Ping'an
AU - Sheng, Guoying
PY - 2016/12/15
Y1 - 2016/12/15
N2 - Cloud-to-ground (CG) lightning, meteorological conditions and corresponding surface nitrogen oxides (NOx) and ozone (O3) variations in relation to thunderstorm and lightning activities over Hong Kong at Kwai Chung (urban), Tung Chung (new town) and Tap Mun (background) during active lightning seasons from 2009 to 2013 were studied by analyzing respective air quality monitoring station data along with CG lightning and meteorological data. We observed NOxenhancement and significant O3decline on lightning days. Influences of land use types, lightning activities and meteorological conditions on surface NOxand O3were examined. NOxand O3concentrations shifted towards higher and lower levels, respectively, during lightning days especially in the dominant wind directions. Principal component analysis/absolute principal component scores (PCA/APCS) method and stepwise multiple linear regression (MLR) analysis were employed to examine the influence of thunderstorm related lightning and meteorological parameters on surface NOxand O3. Wind speed was supposed to be the most important meteorological parameter affecting the concentration of NOx, and lightning activities were observed to make a positive contribution to NOx. Negative contribution of hot, cloudy and wet weather and positive contribution of wind speed were found to affect the concentration of O3. Lightning parameters were also found to make a small positive contribution to O3concentration at Tap Mun and Tung Chung, but the net effect of lightning activities and corresponding meteorological conditions was the decrease of O3on lightning days. Reasonably good agreement between the predicted and observed NOxand O3values indicates that PCA/APCS-MLR is a valuable method to study the thunderstorm induced NOxand O3variations.
AB - Cloud-to-ground (CG) lightning, meteorological conditions and corresponding surface nitrogen oxides (NOx) and ozone (O3) variations in relation to thunderstorm and lightning activities over Hong Kong at Kwai Chung (urban), Tung Chung (new town) and Tap Mun (background) during active lightning seasons from 2009 to 2013 were studied by analyzing respective air quality monitoring station data along with CG lightning and meteorological data. We observed NOxenhancement and significant O3decline on lightning days. Influences of land use types, lightning activities and meteorological conditions on surface NOxand O3were examined. NOxand O3concentrations shifted towards higher and lower levels, respectively, during lightning days especially in the dominant wind directions. Principal component analysis/absolute principal component scores (PCA/APCS) method and stepwise multiple linear regression (MLR) analysis were employed to examine the influence of thunderstorm related lightning and meteorological parameters on surface NOxand O3. Wind speed was supposed to be the most important meteorological parameter affecting the concentration of NOx, and lightning activities were observed to make a positive contribution to NOx. Negative contribution of hot, cloudy and wet weather and positive contribution of wind speed were found to affect the concentration of O3. Lightning parameters were also found to make a small positive contribution to O3concentration at Tap Mun and Tung Chung, but the net effect of lightning activities and corresponding meteorological conditions was the decrease of O3on lightning days. Reasonably good agreement between the predicted and observed NOxand O3values indicates that PCA/APCS-MLR is a valuable method to study the thunderstorm induced NOxand O3variations.
KW - Cloud-to-ground lightning
KW - Meteorological condition
KW - Nitrogen oxides
KW - Ozone
KW - PCA/APCS
UR - http://www.scopus.com/inward/record.url?scp=84979753765&partnerID=8YFLogxK
U2 - 10.1016/j.atmosres.2016.07.021
DO - 10.1016/j.atmosres.2016.07.021
M3 - Journal article
SN - 0169-8095
VL - 182
SP - 132
EP - 141
JO - Atmospheric Research
JF - Atmospheric Research
ER -