Combined Effect of High-Resolution Land Cover and Grid Resolution on Surface NO2 Concentrations

被引:4
作者
Silveira, Carlos [1 ]
Ferreira, Joana [2 ,3 ]
Tuccella, Paolo [4 ,5 ]
Curci, Gabriele [4 ,5 ]
Miranda, Ana I. [2 ,3 ]
机构
[1] Inst Politecn Braganca, Ctr Invest Montanha CIMO, Campus Santa Apolonia, P-5300253 Braganca, Portugal
[2] Univ Aveiro, Dept Environm & Planning, Campus Univ Santiago, P-3810193 Aveiro, Portugal
[3] Univ Aveiro, CESAM, Campus Univ Santiago, P-3810193 Aveiro, Portugal
[4] Univ Aquila, Dept Phys & Chem Sci, Via Vetoio, I-67100 Laquila, Italy
[5] Univ Aquila, Ctr Excellence Telesensing Environm & Model Predi, Via Vetoio, I-67100 Laquila, Italy
关键词
air pollution; nitrogen dioxide; WRF-Chem model; nested domains; horizontal grid resolution; land cover; emissions; air quality assessment; WRF-CHEM MODEL; AIR-QUALITY; SENSITIVITY; CHEMISTRY; IMPACT; CITY;
D O I
10.3390/cli10020019
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
High-resolution air quality simulations are often performed using different nested domains and resolutions. In this study, the variability of nitrogen dioxide (NO2) concentrations estimated from two nested domains focused on Portugal (D2 and D3), with 5 and 1 km horizontal grid resolutions, respectively, was investigated by applying the WRF-Chem model for the year 2015. The main goal and innovative aspect of this study is the simulation of a whole year with high resolutions to analyse the spatial variability under the simulation grids in conjunction with detailed land cover (LC) data specifically processed for these high-resolution domains. The model evaluation was focused on Portuguese air quality monitoring stations taking into consideration the station typology. As main results, it should be noted that (i) D3 urban LC categories enhanced pollution hotspots; (ii) generally, modelled NO2 was underestimated, except for rural stations; (iii) differences between D2 and D3 estimates were small; (iv) higher resolution did not impact model performance; and (v) hourly D2 estimates presented an acceptable quality level for policy support. These modelled values are based on a detailed LC classification (100 m horizontal resolution) and coarse spatial resolution (approximately 10 km) emission inventory, the latter suitable for portraying background air pollution problems. Thus, if the goal is to characterise urban/local-scale pollution patterns, the use of high grid resolution could be advantageous, as long as the input data are properly represented.
引用
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页数:15
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