{"id":6099,"date":"2018-06-19T10:51:46","date_gmt":"2018-06-19T02:51:46","guid":{"rendered":"https:\/\/smartairfilters.com\/?p=6099"},"modified":"2020-07-15T11:57:28","modified_gmt":"2020-07-15T03:57:28","slug":"71-of-people-dont-know-pm2-5-lowest-at-this-time","status":"publish","type":"post","link":"https:\/\/smartairfilters.com\/en\/blog\/71-of-people-dont-know-pm2-5-lowest-at-this-time\/","title":{"rendered":"71% of People Don&#8217;t Know PM2.5 Lowest at This Time&#8230;"},"content":{"rendered":"<p>My intuition has always been that air pollution is lowest at night because there are fewer cars on the road and fewer factories humming. Apparently I&#8217;m not alone: 139 voted for their guess about what time of day has the lowest PM2.5, and night time came in first:<\/p>\n<p>&nbsp;<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/1-EN.jpg\" alt=\"\" width=\"374\" height=\"449\" class=\"aligncenter wp-image-6103 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/1-EN.jpg 888w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/1-EN-250x300.jpg 250w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/1-EN-768x921.jpg 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/1-EN-854x1024.jpg 854w\" sizes=\"(max-width: 374px) 100vw, 374px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>I also know people who arrange their schedules to work out in the morning to avoid the worst pollution. But how accurate are our intuitions?<\/p>\n<p>&nbsp;<\/p>\n<p>To get to the bottom of it, I analyzed thousands of hours of PM2.5 data from the US Embassy in Beijing. When I finally got the answer, I was surprised:<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/2-EN-1.jpg\" alt=\"\" width=\"499\" height=\"345\" class=\"aligncenter wp-image-6122 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/2-EN-1.jpg 433w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/2-EN-1-300x208.jpg 300w\" sizes=\"(max-width: 499px) 100vw, 499px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Instead of during the quiet of night, it&#8217;s the afternoon&#8211;right around rush hour&#8211;that PM2.5 is the lowest. So if you&#8217;re planning a picnic or insist on exercising outside, you&#8217;re usually best off between noon and 6pm.<\/p>\n<p>&nbsp;<\/p>\n<h3>What about other cities?<\/h3>\n<p>Is that how PM2.5 generally works, or is it unique to Beijing&#8217;s activity or climate? Fortunately, US consulates in several other cities publish their historical data.<\/p>\n<p>&nbsp;<\/p>\n<h4>Shenyang<\/h4>\n<p>In terms of climate, Shenyang is pretty similar to Beijing, and its daily PM2.5 patterns are very similar (although night time isn&#8217;t quite as bad as Beijing):<span>\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span><img decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/3-EN-1.jpg\" alt=\"\" width=\"509\" height=\"350\" class=\"aligncenter wp-image-6124 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/3-EN-1.jpg 435w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/3-EN-1-300x206.jpg 300w\" sizes=\"(max-width: 509px) 100vw, 509px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<h4>Chengdu<\/h4>\n<p>The pattern in Chengdu is similar. PM2.5 is lowest in the afternoon and highest in the morning.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/4-EN-1.jpg\" alt=\"\" width=\"527\" height=\"359\" class=\"aligncenter wp-image-6126 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/4-EN-1.jpg 435w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/4-EN-1-300x204.jpg 300w\" sizes=\"(max-width: 527px) 100vw, 527px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h4>Shanghai<\/h4>\n<p>The picture starts changing when you get to the south. In Shanghai, PM2.5 is lowest in the afternoon (like the north), but there&#8217;s also a dip in the very early morning:<\/p>\n<p>&nbsp;<\/p>\n<p><span><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/5-EN-1.jpg\" alt=\"\" width=\"520\" height=\"354\" class=\"aligncenter wp-image-6128 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/5-EN-1.jpg 435w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/5-EN-1-300x204.jpg 300w\" sizes=\"(max-width: 520px) 100vw, 520px\" \/><\/span><\/p>\n<p>&nbsp;<\/p>\n<h4>Guangzhou<\/h4>\n<p>Guangzhou&#8217;s pattern was virtually identical to Shanghai&#8217;s: a dip in the very early morning and a dip in the afternoon.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/6-EN-1.jpg\" alt=\"\" width=\"500\" height=\"343\" class=\"aligncenter wp-image-6130 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/6-EN-1.jpg 434w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/6-EN-1-300x206.jpg 300w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3>Bottom Line:\u00a0When is it safest to be outside?<\/h3>\n<p>In all five cities, the afternoon had the lowest PM2.5 levels. And in contrast to many people&#8217;s intuition, the night time had the worst air in several cities. Thus, you&#8217;re usually best off organizing your picnic or tai chi in the afternoon.<\/p>\n<p>&nbsp;<\/p>\n<p>But keep in mind that the air is NEVER safe on average in any of the five cities at any time of day. So take &#8220;safest&#8221; with a grain of salt!<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/7-EN-1.jpg\" alt=\"\" width=\"594\" height=\"423\" class=\"aligncenter wp-image-6132 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/7-EN-1.jpg 988w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/7-EN-1-300x213.jpg 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/7-EN-1-768x546.jpg 768w\" sizes=\"(max-width: 594px) 100vw, 594px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h3>The Summer Exception: Ozone<\/h3>\n<p>Ozone pollution is an exception to that trend because it&#8217;s a product of heat and sunlight. That means, particularly in the summertime, ozone is usually highest in midday. (Learn more:<span>\u00a0<\/span><a href=\"https:\/\/smartairfilters.com\/en\/blog\/analysis-shows-ozone-levels-rising-across-china\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ozone survival guide<\/a>)<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/06\/8-EN-1.jpg\" alt=\"\" width=\"578\" height=\"356\" class=\"aligncenter wp-image-6134 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/8-EN-1.jpg 1062w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/8-EN-1-300x184.jpg 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/8-EN-1-768x472.jpg 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/06\/8-EN-1-1024x630.jpg 1024w\" sizes=\"(max-width: 578px) 100vw, 578px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>My intuition has always been that air pollution is lowest at night because there are fewer cars on the road and fewer factories humming. Apparently I&#8217;m not alone: 139 voted for their guess about what time of day has the lowest PM2.5, and night time came in first: &nbsp; &nbsp; &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"71% of People Don&#8217;t Know PM2.5 Lowest at This Time&#8230;\" class=\"read-more button\" href=\"https:\/\/smartairfilters.com\/en\/blog\/71-of-people-dont-know-pm2-5-lowest-at-this-time\/#more-6099\" aria-label=\"Read more about 71% of People Don&#8217;t Know PM2.5 Lowest at This Time&#8230;\">Read more<\/a><\/p>\n","protected":false},"author":1035,"featured_media":6101,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"17513,7830,4150,26118,8744,28337","_relevanssi_noindex_reason":"","footnotes":""},"categories":[17,261],"tags":[],"class_list":["post-6099","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-air-pollution","category-weather","resize-featured-image"],"acf":[],"_links":{"self":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/6099","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/users\/1035"}],"replies":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/comments?post=6099"}],"version-history":[{"count":9,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/6099\/revisions"}],"predecessor-version":[{"id":11539,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/6099\/revisions\/11539"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/media\/6101"}],"wp:attachment":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/media?parent=6099"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/categories?post=6099"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/tags?post=6099"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}