{"id":8744,"date":"2019-10-30T15:23:18","date_gmt":"2019-10-30T07:23:18","guid":{"rendered":"https:\/\/smartairfilters.com\/en\/?p=8744"},"modified":"2020-07-15T11:58:32","modified_gmt":"2020-07-15T03:58:32","slug":"delhi-pm25-air-pollution-2019-analysis","status":"publish","type":"post","link":"https:\/\/smartairfilters.com\/en\/blog\/delhi-pm25-air-pollution-2019-analysis\/","title":{"rendered":"Did Delhi&#8217;s Air Pollution Drop 25% in 2019? What the Data Says"},"content":{"rendered":"<p>The Delhi government and Delhi Chief minister Arvind Kejriwal <a href=\"https:\/\/thewire.in\/environment\/delhi-air-pollution-kejriwal\">announced Delhi\u2019s PM2.5 air pollution was down 25%<\/a>\u00a0in 2016-2018 compared to 2012-2014.<\/p>\n<p>&nbsp;<\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-3.02.10-PM.jpg\" alt=\"Delhi's air pollution down by 25%\" width=\"593\" height=\"457\" class=\"aligncenter wp-image-8855\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-3.02.10-PM.jpg 1466w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-3.02.10-PM-300x231.jpg 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-3.02.10-PM-768x591.jpg 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-3.02.10-PM-1024x788.jpg 1024w\" sizes=\"(max-width: 593px) 100vw, 593px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Yet there is doubt. Thewire.in, for one, expressed\u00a0<a href=\"https:\/\/thewire.in\/environment\/delhi-air-pollution-kejriwal\">skepticism about this claim<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-2.48.23-PM.jpg\" alt=\"Delhi's air pollution government claim\" width=\"593\" height=\"357\" class=\"aligncenter wp-image-8854\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-2.48.23-PM.jpg 1532w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-2.48.23-PM-300x181.jpg 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-2.48.23-PM-768x462.jpg 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Screen-Shot-2019-11-11-at-2.48.23-PM-1024x616.jpg 1024w\" sizes=\"(max-width: 593px) 100vw, 593px\" \/><\/p>\n<p>As data-driven nerds, we wanted to let the numbers answer this question. So we dug into the Delhi PM2.5 data to see if this claim by the Delhi government was true and to see if Delhiites are really breathing cleaner air in 2019.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center\">Delhi PM2.5 2015-2018<\/h3>\n<p>We used data available from the <a href=\"https:\/\/www.airnow.gov\/index.cfm?action=airnow.global_summary#India$New_Delhi\">US Embassy<\/a> to analyze Delhi\u2019s pollution over the past 5 years. Unfortunately, the data only goes back to 2015, so we can&#8217;t test the claim back to 2012. However, there&#8217;s been no clear improvement since 2015.<\/p>\n<p>&nbsp;<\/p>\n<p><img decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-Pollution-2015-2018.png\" alt=\"Delhi average PM2.5 air pollution 2015 to 2018\" width=\"599\" height=\"344\" class=\"aligncenter wp-image-8875\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-Pollution-2015-2018.png 1944w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-Pollution-2015-2018-300x172.png 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-Pollution-2015-2018-768x441.png 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-Pollution-2015-2018-1024x588.png 1024w\" sizes=\"(max-width: 599px) 100vw, 599px\" \/><\/p>\n<p>In 2017, Delhi was 2 micrograms above 2015. In 2018, Delhi was 3 micrograms lower. Thus, the data seems to be saying Delhi&#8217;s air has seen &#8220;more of the same&#8221; for the last four years.<\/p>\n<h3 style=\"text-align: center\">2019: Delhi&#8217;s PM2.5 Drops 25%<\/h3>\n<p>Has air gotten any better in 2019? If we compare 2019 so far (January 1<sup>st<\/sup>, 2019 to October 1<sup>st<\/sup>, 2019) to the 2018 average,\u00a0PM2.5 has actually dropped 25% in 2019!<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-level-vs-2019-YTD-levels.jpg\" alt=\"Delhi 2018 PM2.5 level vs 2019 YTD levels\" width=\"512\" height=\"467\" class=\"aligncenter wp-image-8745\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-level-vs-2019-YTD-levels.jpg 601w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-level-vs-2019-YTD-levels-300x274.jpg 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>Unfortunately, this is misleading. This data is comparing the whole of 2018\u2019s levels to just the first 9 months of 2019.<\/p>\n<p>&nbsp;<\/p>\n<p>Data shows that pollutions levels are worst during the last 3 months of every year. <a href=\"https:\/\/smartairfilters.com\/en\/blog\/delhis-air-pollution\/\">That\u2019s from crop burning<\/a>, people building fires for heat, and <a href=\"https:\/\/smartairfilters.com\/en\/blog\/delhis-air-pollution\/\">less air mixing in the winter<\/a>.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-levels-by-month.jpg\" alt=\"Delhi 2018 PM2.5 levels by month\" width=\"603\" height=\"382\" class=\"aligncenter  wp-image-8746\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-levels-by-month.jpg 701w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-levels-by-month-300x190.jpg 300w\" sizes=\"(max-width: 603px) 100vw, 603px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>We always expect the first 9 months of any year to have lower average PM2.5, and then the last 3 months to increase that average.<\/p>\n<h3 style=\"text-align: center\">Analysis of Delhi&#8217;s 2018 PM2.5 vs. 2019<\/h3>\n<p>However, if we compare Delhi&#8217;s PM2.5 for the first 9 months of 2018 with the first 9 months of 2019, we get a completely different answer.<\/p>\n<h3><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-level-vs-2019-YTD-levels-Jan-Oct.jpg\" alt=\"Delhi 2018 PM2.5 vs. 2019\" width=\"521\" height=\"459\" class=\"aligncenter wp-image-8747\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-level-vs-2019-YTD-levels-Jan-Oct.jpg 660w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-2018-PM2.5-level-vs-2019-YTD-levels-Jan-Oct-300x265.jpg 300w\" sizes=\"(max-width: 521px) 100vw, 521px\" \/><\/h3>\n<p>When correctly adjusted for seasonality,<strong> Delhi&#8217;s 2019 PM2.5 dropped just 4% from 2018. <\/strong>That a paltry 3 micrograms&#8211;well within the range of random fluctuations.<\/p>\n<p>&nbsp;<\/p>\n<h3 style=\"text-align: center\">Delhi 2019 PM2.5: Bottom Line<\/h3>\n<p>For the first 9 months of 2019, Delhi\u2019s PM2.5 dropped 4%. Back to 2015, Delhi&#8217;s PM2.5 is mostly flat. Thus, Delhi&#8217;s air has seen little improvement over the last four years.<\/p>\n<p>Either way, Delhi\u2019s air pollution levels are still dangerously high. The 2019 average of 80\u00b5g\/m<sup>3<\/sup>\u00a0so far is 8 times higher than the <a href=\"https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/ambient-(outdoor)-air-quality-and-health\">WHO\u2019s annual limit<\/a>.<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2017\/01\/delhismog759.jpg\" alt=\"Delhi's air pollution\" width=\"592\" height=\"329\" class=\"aligncenter wp-image-4105\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2017\/01\/delhismog759.jpg 759w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2017\/01\/delhismog759-300x167.jpg 300w\" sizes=\"(max-width: 592px) 100vw, 592px\" \/><\/p>\n<h3 style=\"text-align: center\">Open Data<\/h3>\n<p>To help people get an idea of how Delhi\u2019s PM2.5 has changed over the past 5 years, we\u2019ve created a year by year and month by month table, breaking down the data. Data is <a href=\"https:\/\/www.airnow.gov\/index.cfm?action=airnow.global_summary#India$New_Delhi\">openly available<\/a> from the US Embassy in Delhi.<\/p>\n<p>&nbsp;<\/p>\n<p><figure id=\"attachment_8748\" aria-describedby=\"caption-attachment-8748\" style=\"width: 595px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-2016-2019-1024x594.jpg\" alt=\"Delhi monthly annual PM2.5 2016-2019\" width=\"605\" height=\"351\" class=\"wp-image-8748 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-2016-2019-1024x594.jpg 1024w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-2016-2019-300x174.jpg 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-2016-2019-768x446.jpg 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2019\/10\/Delhi-PM2.5-2016-2019.jpg 1429w\" sizes=\"(max-width: 605px) 100vw, 605px\" \/><figcaption id=\"caption-attachment-8748\" class=\"wp-caption-text\">Note: In the main analysis, we seasonally adjusted 2015 data to account for the fact that January data is unavailable.<\/figcaption><\/figure><\/p>","protected":false},"excerpt":{"rendered":"<p>The Delhi government and Delhi Chief minister Arvind Kejriwal announced Delhi\u2019s PM2.5 air pollution was down 25%\u00a0in 2016-2018 compared to 2012-2014. &nbsp; &nbsp; Yet there is doubt. Thewire.in, for one, expressed\u00a0skepticism about this claim. &nbsp; As data-driven nerds, we wanted to let the numbers answer this question. So we dug &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"Did Delhi&#8217;s Air Pollution Drop 25% in 2019? What the Data Says\" class=\"read-more button\" href=\"https:\/\/smartairfilters.com\/en\/blog\/delhi-pm25-air-pollution-2019-analysis\/#more-8744\" aria-label=\"Read more about Did Delhi&#8217;s Air Pollution Drop 25% in 2019? What the Data Says\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":8749,"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":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[17,384,126],"tags":[432,272,27],"class_list":["post-8744","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-air-pollution","category-delhi","category-smart-air-news","tag-432","tag-air-pollution","tag-delhi","resize-featured-image"],"acf":[],"_links":{"self":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/8744","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/comments?post=8744"}],"version-history":[{"count":16,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/8744\/revisions"}],"predecessor-version":[{"id":11593,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/8744\/revisions\/11593"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/media\/8749"}],"wp:attachment":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/media?parent=8744"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/categories?post=8744"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/tags?post=8744"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}