The Diamond League Athletic Series Hodgson, James R; Chapman, Lee; Pope, Francis D
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University of Birmingham The Diamond League athletic series Hodgson, James R; Chapman, Lee; Pope, Francis D DOI: 10.1007/s00484-021-02114-z License: Creative Commons: Attribution (CC BY) Document Version Publisher's PDF, also known as Version of record Citation for published version (Harvard): Hodgson, JR, Chapman, L & Pope, FD 2021, 'The Diamond League athletic series: does the air quality sparkle?', International Journal of Biometeorology. https://doi.org/10.1007/s00484-021-02114-z Link to publication on Research at Birmingham portal General rights Unless a licence is specified above, all rights (including copyright and moral rights) in this document are retained by the authors and/or the copyright holders. 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Take down policy While the University of Birmingham exercises care and attention in making items available there are rare occasions when an item has been uploaded in error or has been deemed to be commercially or otherwise sensitive. If you believe that this is the case for this document, please contact [email protected] providing details and we will remove access to the work immediately and investigate. Download date: 02. Oct. 2021 International Journal of Biometeorology https://doi.org/10.1007/s00484-021-02114-z ORIGINAL PAPER The Diamond League athletic series: does the air quality sparkle? James R. Hodgson1 & Lee Chapman1 & Francis D. Pope1 Received: 24 September 2020 /Revised: 8 February 2021 /Accepted: 9 March 2021 # The Author(s) 2021 Abstract Urban air pollution can have negative short- and long-term impacts on health, including cardiovascular, neurological, immune system and developmental damage. The irritant qualities of pollutants such as ozone (O3), nitrogen dioxide (NO2) and particulate matter (PM) can cause respiratory and cardiovascular distress, which can be heightened during physical activity and particularly so for those with respiratory conditions such as asthma. Previously, research has only examined marathon run outcomes or running under laboratory settings. This study focuses on elite 5-km athletes performing in international events at nine locations. Local meteorological and air quality data are used in conjunction with race performance metrics from the Diamond League Athletics series to determine the extent to which elite competitors are influenced during maximal sustained efforts in real-world conditions. The findings from this study suggest that local meteorological variables (temperature, wind speed and relative humidity) and air quality (ozone and particulate matter) have an impact on athletic performance. Variation between finishing times at different race locations can also be explained by the local meteorology and air quality conditions seen during races. Keywords Diamond League . Athletics . Meteorology . Air quality . Physical health . Exercise performance Introduction and background highlighted negative impacts of UAQ upon cognitive level (Calderon-Garciduenas et al. 2016;Cliffordetal.2016; Poor urban air quality (UAQ) is a serious worldwide environ- Shehab and Pope 2019; Sunyer et al. 2015). mental issue with detrimental impacts on human health and In extreme cases, the negative impacts of UAQ could out- the wider environment (European Commission 2017a, 2017b; weigh the positive impacts of exercise (Guo et al. 2020;Strak Kampa and Castanas 2008; Lim et al. 2012; Walton et al. et al. 2010; Tainio et al. 2016. Consequently, with encourage- 2015). Along with premature deaths, shorter-term effects in- ment for greater levels of exercise and active transport to com- cluding cardiovascular and respiratory distress and irritation bat a global obesity crisis and pollution: there is a likelihood of are common in the wider populations, and heightened for a greater proportion of society being exposed to poor, albeit those with preexisting conditions (Burnett et al. 2014; improving, UAQ (COMEAP 2009, 2010; Devarakonda et al. Lelieveld et al. 2015). The main pollutants concerning human 2013; Kobayashi et al. 2017; Sallis 2008;Shugart2016). health are nitrogen dioxide (NO2), ozone (O3) and particulate In contrast to recreational exercisers who are largely free matter (PM: Particles with a diameter of 10 μm(PM10)and to choose when they exercise, elite athletes and profession- 2.5 μm(PM2.5) or less, Rajagopalan et al. 2018; Sun and Zhu al sport-people are constrained to set competition times, 2019). As well as short-term irritation of the nose, mouth, potentially resulting in them performing in nonideal envi- throat and cardio-respiratory systems, these pollutants, along ronmental conditions. Although at some landmark events, with others, can lead to cardiovascular and respiratory dis- such as the now rearranged 2021 Tokyo Olympic Games, eases, reduced lung function and asthma (Burnett et al. start times of some events are scheduled to avoid the most 2014;EEA2013; Lelieveld et al. 2015). Recent work has also detrimental meteorological conditions (BBC Sport 2019a, 2019b). Lee Chapman and Francis D. Pope contributed equally to this work. The International Association of Athletics Federations has held a season-long track and field athletics series known as * Francis D. Pope Diamond League since 2010, with plans to continue develop- [email protected] ing the series in the future (IAAF 2019). With events taking place in multiple European locations and additional internation- 1 Present address: School of Geography, Earth and Environmental Sciences, University of Birmingham, B15 2TT, Birmingham, UK al locations, Diamond League provides a global case study of Int J Biometeorol the impact of local meteorological and air quality conditions on propulsion (Davies 1980). However, this has not always been elite athletes, something that has rarely been studies outside of shown in previous research due to variability in wind direc- laboratory conditions (Giles and Koehle 2014). In this paper we tions experienced during the race and the lapped nature of assess the impacts of meteorological variables (temperature, many events, particularly those held on athletics tracks relative humidity, heat stress and wind speed) and air quality (Vihma 2010). In events which have both head- and tail- (O3,NO2 and particulate matter in the PM2.5 and PM10 size winds, it is likely that the former will be more detrimental than fractions) upon athletic performance using a statistical the latter is beneficial (Davies 1980). Similarly, the cooling approach. effect of wind can help maintain optimal core temperatures in elevated temperatures but can lead to reduced performance in Meteorological impacts on performance colder conditions as blood flow is diverted from contracting muscles to help maintain core temperatures and vital functions Meteorological impacts on performance are often anecdotal, (Maughan et al. 2007a, b). Finally, Hodgson et al. (preprint), but a number of laboratory and marathon studies have shown determined that local meteorology, particularly a combined that elevated temperatures over 9.9°C decrease performance influence of increased temperature, relative humidity, and (Ely et al. 2007; Helou et al. 2012; Vihma 2010; Vugts 1997). wind speeds, could be detrimental to the performance of the This is due to alteration in circulatory, endocrine, and thermo- general public’s performance in timed 5 km events (parkrun). regulatory systems during exercise to reduce the likelihood of negative effects caused by increased internal body tempera- Air quality impacts on performance tures (Casa 1999;Miller-Rushingetal.2012; Nadel 1990). Internal body temperature increases and can result in de- The majority of research on air quality and athletic perfor- hydration, hyperthermia and heat stress and occur due to mance has been conducted in highly controlled laboratory the cardiovascular system giving precedence to maintain- settings to allow for greater control of variables (synthesised ing blood flow to vital organs during exercise (Casa 1999; in Giles and Koehle 2014). Although findings are mixed, there Nadel 1990). Consequently, the rise in internal body tem- is agreement that higher intensity exercise sees an increased peratures results in higher blood lactate levels within potential for pollution uptake due to a switch from nasal to contracting muscles and reduced maximal oxygen uptake, oral breathing and reduced respiratory defences (Giles and contributing to fatigue and reduced power output of func- Koehle 2014;Munsetal.1995; Niinimaa et al. 1980; tioning muscles (Nybo et al. 2014;Zhaoetal.2013; Ultman et al. 2004). Also, research has shown that increases Miller-Rushing et al. 2012). Reduced temperatures can from an average walking speed of 2–6 km/h to jogging and limit internal core temperatures and improve perfor- running and cycling 10 km/h