Estimates of pedestrian exposure to atmospheric pollution using high-resolution modelling in a real traffic hot-spot

被引:26
作者
Santiago, J. L. [1 ]
Borge, R. [2 ]
Sanchez, B. [1 ,3 ]
Quaassdorff, C. [2 ]
de la Paz, D. [2 ]
Martilli, A. [1 ]
Rivas, E. [1 ]
Martin, F. [1 ]
机构
[1] CIEMAT, Atmospher Pollut Div, Environm Dept, Madrid, Spain
[2] Univ Politecn Madrid UPM, Lab Environm Modelling, Madrid, Spain
[3] Natl Univ Singapore, Dept Geog, Singapore, Singapore
关键词
CFD modelling; Microscale traffic emissions; NOx; Pedestrian microsimulations; Population exposure; Spatial representativeness of air quality monitoring stations; AIR-QUALITY; STREET CANYONS; URBAN CANOPY; PART I; PARAMETERIZATION; SIMULATION; TURBULENCE; EMISSIONS; TREES; WRF;
D O I
10.1016/j.scitotenv.2020.142475
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Atmospheric pollution is a very relevant risk for the human health, in particular in urban environments, where most people lives and high levels of pollution are found. Population exposure is traditionally estimated through concentration recorded at air qualitymonitoring stations (AQMS) ormodelled at a spatial resolution of the order of 1 km(2). However, thesemethodologies have limitations in urban areaswhere strong gradients of concentration, even in the same street, exist. In addition, the movements of pedestrians make difficult to compute reliable estimates of pollutant concentration towhich people are exposed to. In this context, the main objective of this study is to estimate the exposure of pedestrians to ambient nitrogen oxides (NOx) concentrationswith high spatial resolution in a real urban traffic hot-spot under differentmethodologies. To achieve this objective, a novel methodologywhich combines high-resolution NOx concentrations from computational fluid dynamic (CFD) simulations with the pedestrian flows obtained by pedestrian mobility microsimulations is applied to an urban area of Madrid, Spain. High-resolution maps show pedestrian exposure peaks, at bus stops and crosswalks, that cannot be captured by the simpler methods based on spatial average concentration (SAC) or concentrationmeasured in an AQMS. Total daily exposure obtained is 1.19 center dot 109 person s mu g m(-3), while SAC and AQMS concentration methods yielded 9-23% and 30-40% lower values. In conclusion, the proposedmethodology allows to determine the areas with higher exposure in order to design local strategies to reduce the impact on human health. In addition, froma more general point of view, the total exposure in the studied area is better estimated by using spatial average concentration than through concentration recorded by AQMS. The assessment of the spatial representative of AQMS becomes necessary to use AQMS concentration to evaluate air quality and population exposure of an urban area. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:13
相关论文
共 65 条
[1]   Air Pollution and the Microvasculature: A Cross-Sectional Assessment of In Vivo Retinal Images in the Population-Based Multi-Ethnic Study of Atherosclerosis (MESA) [J].
Adar, Sara D. ;
Klein, Ronald ;
Klein, Barbara E. K. ;
Szpiro, Adam A. ;
Cotch, Mary Frances ;
Wong, Tien Y. ;
O'Neill, Marie S. ;
Shrager, Sandi ;
Barr, R. Graham ;
Siscovick, David S. ;
Daviglus, Martha L. ;
Sampson, Paul D. ;
Kaufman, Joel D. .
PLOS MEDICINE, 2010, 7 (11)
[2]   CFD modelling of the aerodynamic effect of trees on urban air pollution dispersion [J].
Amorim, J. H. ;
Rodrigues, V. ;
Tavares, R. ;
Valente, J. ;
Borrego, C. .
SCIENCE OF THE TOTAL ENVIRONMENT, 2013, 461 :541-551
[3]  
[Anonymous], 2019, Air Quality in Europe2019 Report. EEA Technical Report 10/2019, DOI DOI 10.2800/822355
[4]   A necessary distinction between spatial representativeness of an air quality monitoring station and the delimitation of exceedance areas [J].
Beauchamp, Maxime ;
Malherbe, Laure ;
de Fouquet, Chantal ;
Letinois, Laurent .
ENVIRONMENTAL MONITORING AND ASSESSMENT, 2018, 190 (07)
[6]   Air quality modeling and mortality impact of fine particles reduction policies in Spain [J].
Boldo, Elena ;
Linares, Cristina ;
Aragones, Nuria ;
Lumbreras, Julio ;
Borge, Rafael ;
de la Paz, David ;
Perez-Gomez, Beatriz ;
Fernandez-Navarro, Pablo ;
Garcia-Perez, Javier ;
Pollan, Marina ;
Ramis, Rebeca ;
Moreno, Teresa ;
Karanasiou, Angeliki ;
Lopez-Abente, Gonzalo .
ENVIRONMENTAL RESEARCH, 2014, 128 :15-26
[7]  
Borge R., 2015, HLTH POL WORKSH CLIN
[8]   Application of a short term air quality action plan in Madrid (Spain) under a high-pollution episode - Part II: Assessment from multi-scale modelling [J].
Borge, Rafael ;
Luis Santiago, Jose ;
de la Paz, David ;
Martin, Fernando ;
Domingo, Jessica ;
Valdes, Cristina ;
Sanchez, Beatriz ;
Rivas, Esther ;
Teresa Rozas, Ma ;
Lazaro, Sonia ;
Perez, Javier ;
Fernandez, Alvaro .
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 635 :1574-1584
[9]   Assessment of microscale spatio-temporal variation of air pollution at an urban hotspot in Madrid (Spain) through an extensive field campaign [J].
Borge, Rafael ;
Narros, Adolfo ;
Artinano, Begona ;
Yague, Carlos ;
Javier Gomez-Moreno, Francisco ;
de la Paz, David ;
Roman-Cascon, Carlos ;
Diaz, Elias ;
Maqueda, Gregorio ;
Sastre, Mariano ;
Quaassdorff, Christina ;
Dimitroulopoulou, Chrysanthi ;
Vardoulakis, Sotiris .
ATMOSPHERIC ENVIRONMENT, 2016, 140 :432-445
[10]  
BOUGEAULT P, 1989, MON WEATHER REV, V117, P1872, DOI 10.1175/1520-0493(1989)117<1872:POOITI>2.0.CO