{"id":34027,"date":"2020-03-25T14:07:37","date_gmt":"2020-03-25T14:07:37","guid":{"rendered":"https:\/\/packetstormsecurity.com\/news\/view\/31059\/Coronavirus-Has-Slashed-Air-Pollution.-This-Interactive-Map-Shows-How..html"},"modified":"2020-03-25T14:07:37","modified_gmt":"2020-03-25T14:07:37","slug":"coronavirus-has-slashed-air-pollution-this-interactive-map-shows-how","status":"publish","type":"post","link":"https:\/\/www.threatshub.org\/blog\/coronavirus-has-slashed-air-pollution-this-interactive-map-shows-how\/","title":{"rendered":"Coronavirus Has Slashed Air Pollution. This Interactive Map Shows How."},"content":{"rendered":"<p class=\"sc-77igqf-0 hJpRRP\">The <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;Internal link&quot;,&quot;https:\/\/gizmodo.com\/who-officially-declares-a-pandemic-decries-alarming-le-1842270014&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/gizmodo.com\/who-officially-declares-a-pandemic-decries-alarming-le-1842270014\">covid-19 pandemic<\/a><\/span> has changed the world, grinding to a halt increasingly large geographic areas and portions of the economy in an effort to slow the virus\u2019 spread.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">The impacts have been profound on the ground, but government-mandated lockdowns have also remade the atmosphere. Satellite data from <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;Internal link&quot;,&quot;https:\/\/earther.gizmodo.com\/chinas-air-pollution-rates-plummeted-after-coronavirus-1842010373&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/earther.gizmodo.com\/chinas-air-pollution-rates-plummeted-after-coronavirus-1842010373\">China<\/a><\/span>, the first epicenter of the outbreak, and <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;Internal link&quot;,&quot;https:\/\/earther.gizmodo.com\/satellites-show-italys-air-pollution-dissipating-as-cov-1842316669&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/earther.gizmodo.com\/satellites-show-italys-air-pollution-dissipating-as-cov-1842316669\">Italy<\/a><\/span>, the second hot spot, have shown big drops in pollution following lockdowns that limited the movement of people and goods and factories\u2019 ability to produce stuff. With the pandemic now becoming increasingly prevalent in the U.S., Americans have already started moving less as mayors and governors have turned to similar measures.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">In an effort to track the impacts, Earther assembled an <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;External link&quot;,&quot;https:\/\/dhruvmehrotra3.users.earthengine.app\/view\/earther-time-series&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/dhruvmehrotra3.users.earthengine.app\/view\/earther-time-series\" target=\"_blank\" rel=\"noopener noreferrer\">interactive map<\/a><\/span> to explore the changes in air pollution not just in the U.S. but globally. The map runs on Google Earth Engine and uses data collected by the European Space Agency\u2019s Sentinel-5P satellite, which circles the Earth capturing various types of data. It includes four snapshots from December 2019 through March 20, 2020. The Sentinel satellite data shows nitrogen dioxide, which is a handy proxy for human activity.<\/p>\n<aside class=\"inset--story branded-item branded-item--gizmodo sc-1rh3ayr-5 kIoxhb\" data-commerce-source=\"inset\" readability=\"14.820652173913\">\n<div class=\"js_lazy-image sc-1rh3ayr-1 iNvMiS\">\n<div><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" data-srcset=\"https:\/\/i.kinja-img.com\/gawker-media\/image\/upload\/c_fill,f_auto,fl_progressive,g_center,h_180,q_80,w_320\/nuiepkrpw2gwfvv9cbj6.jpg 320w, https:\/\/i.kinja-img.com\/gawker-media\/image\/upload\/c_fill,f_auto,fl_progressive,g_center,h_264,q_80,w_470\/nuiepkrpw2gwfvv9cbj6.jpg 470w, https:\/\/i.kinja-img.com\/gawker-media\/image\/upload\/c_fill,f_auto,fl_progressive,g_center,h_450,q_80,w_800\/nuiepkrpw2gwfvv9cbj6.jpg 800w, https:\/\/i.kinja-img.com\/gawker-media\/image\/upload\/c_fill,f_auto,fl_progressive,g_center,h_675,q_80,w_1200\/nuiepkrpw2gwfvv9cbj6.jpg 1200w, https:\/\/i.kinja-img.com\/gawker-media\/image\/upload\/c_fill,fl_progressive,g_center,h_900,q_80,w_1600\/nuiepkrpw2gwfvv9cbj6.jpg 1600w, https:\/\/i.kinja-img.com\/gawker-media\/image\/upload\/c_fill,f_auto,fl_progressive,g_center,h_80,q_80,w_80\/nuiepkrpw2gwfvv9cbj6.jpg 80w\" sizes=\"(max-width: 480px) 200px, 260px\" draggable=\"auto\" data-chomp-id=\"nuiepkrpw2gwfvv9cbj6\" data-format=\"jpg\" data-anim-src><\/div>\n<\/div>\n<\/aside>\n<p class=\"sc-77igqf-0 hJpRRP\">\u201cNitrogen dioxide is produced by fossil fuel burning and therefore often used as an urban pollution tracer,\u201d Barbara Dix, an atmospheric researcher at the Cooperative Institute for Research in Environmental Sciences at the University of Colorado Boulder, told Earther in an email. \u201cBurning fossil fuels directly emits a lot of nitric oxide and a little nitrogen dioxide (often referred to as NOx together), but the nitric oxide is rapidly converted into nitrogen dioxide in the atmosphere. Nitrogen dioxide can easily be measured by satellite.\u201d<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">Given that fossil fuels power everything from cars to electricity, nitrogen dioxide satellite imagery really does show the impact covid-19 is having on society like no other dataset. There are clear signs of the virus\u2019 impact all around the world, and we\u2019ll dive into some U.S. examples below. But it\u2019s also important to note a few small caveats as you <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;External link&quot;,&quot;https:\/\/dhruvmehrotra3.users.earthengine.app\/view\/earther-time-series&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/dhruvmehrotra3.users.earthengine.app\/view\/earther-time-series\" target=\"_blank\" rel=\"noopener noreferrer\">scroll around the map<\/a><\/span> and look at the before and after images.<\/p>\n<div class=\"js_movable_ad_slot bxm4mm-7 bhZEGl\">\n<div class=\"bxm4mm-9 jgnxje\"><label class=\"bxm4mm-8 kLAkkQ\">Advertisement<\/label> <\/div>\n<\/div>\n<p class=\"sc-77igqf-0 hJpRRP\">The data presented here is a series of single-day snapshots. Weather patterns can blow pollution around and disperse it while rain and even the level of sunshine can further change readings taken by Sentinel-5P. There are also natural sources of nitrogen dioxide that can affect readings. The data in Google Earth Engine isn\u2019t necessarily quality filtered. Dix noted that means clouds can mess with readings, which may be why on the interactive map there are some rougher-looking areas like northern New England in March or signs of pollution in the Seattle area where there may not be much. It will take researchers time to really dive into the data and filter it to get a fine-scale understanding of covid-19&#8217;s impact on air pollution. Despite these caveats, the trends in many major cities around the U.S. are staggering and clearly at least in part tied to the changes forced by the covid-19 pandemic.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">\u201cThe rapid decrease we see in nitrogen dioxide due to covid-19 is unprecedented,\u201d Dix said. \u201cWe are now witnessing a global experiment where one emission source is rapidly turned down (NOx), while other sources are still up or will decrease more slowly. A lot of atmospheric science will come out of this.\u201d<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">\u201cI imagine that the air pollution monitoring data collected during the covid-19 shutdown will be useful to test our fundamental understanding of the sources of pollutants (economic sectors, natural emissions, etc.), the chemistry of nitrogen dioxide, ozone and particulate matter, and short term health and ecosystem effects of air pollution,\u201d Viral Shah, a postdoctoral researcher at Harvard, told Earther in an email.<\/p>\n<h3 class=\"sc-1bwb26k-1 RjwRf\" id=\"h160079\">California<\/h3>\n<p class=\"sc-77igqf-0 hJpRRP\">California became the first state in the U.S. to issue a shelter-in-place order effective on March 19, though many cities made their decision to shut down earlier. The resulting drop in pollution from January to March in the state\u2019s major metro areas is stark. Los Angeles is a huge source of pollution owing to its car culture, and the city\u2019s precipitous drop in pollution is clear. Traffic reports <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;External link&quot;,&quot;https:\/\/abc7.com\/6033475&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/abc7.com\/6033475\" target=\"_blank\" rel=\"noopener noreferrer\">back up<\/a><\/span> the satellite data. The Bay Area and San Diego also saw pollution disperse in the face of a shelter-in-place order.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">The impacts extended across the border as well. Tijuana\u2014which is intimately linked to San Diego\u2014saw pollution dissipate to practically nothing. Ditto for El Paso and Juarez visible further east. The Mexican and American governments have agreed to partially close the border in an effort to stop the spread of covid-19.<\/p>\n<div class=\"js_movable_ad_slot bxm4mm-7 bhZEGl\">\n<div class=\"bxm4mm-9 jgnxje\"><label class=\"bxm4mm-8 kLAkkQ\">Advertisement<\/label> <\/div>\n<\/div>\n<p class=\"sc-77igqf-0 hJpRRP\">Even though they\u2019re not in states with lockdowns, Salt Lake City, Phoenix, and Las Vegas all have varying degrees of restrictions on residents and businesses. And once again, the map makes clear that\u2019s likely having an impact on pollution.<\/p>\n<h3 class=\"sc-1bwb26k-1 RjwRf\" id=\"h160080\">The Northeast Corridor<\/h3>\n<p class=\"sc-77igqf-0 hJpRRP\">The populous area stretching from Boston to Washington, DC, is the epicenter of the U.S. coronavirus outbreak and also a hub of economic and political activity. It\u2019s also an area where states and cities have moved quickly to shut down non-essential services to slow the virus\u2019 spread.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">Though New Yorkers aren\u2019t as car-dependent as their Los Angeles counterparts, there are still plenty of vehicles normally on NYC roads and dense clusters of buildings emitting pollution. Ditto for Boston, Philadelphia, Baltimore, and Washington, which normally form a daisy chain of pollution along Interstate 95. With covid-19 lockdowns, the chain has been broken.<\/p>\n<h3 class=\"sc-1bwb26k-1 RjwRf\" id=\"h160081\">Midwest<\/h3>\n<p class=\"sc-77igqf-0 hJpRRP\">The area from Minnesota to West Virginia forms the biggest cluster of states with lockdown orders in effect. Six governors have already put their states on lockdown are or will do so shortly.<\/p>\n<div class=\"js_movable_ad_slot bxm4mm-7 bhZEGl\">\n<div class=\"bxm4mm-9 jgnxje\"><label class=\"bxm4mm-8 kLAkkQ\">Advertisement<\/label> <\/div>\n<\/div>\n<p class=\"sc-77igqf-0 hJpRRP\">The data here is a bit noisier, but some clear trends are apparent. Car-centric Detroit has a big dip in pollution. Sprawling Chicago\u2019s pollution also disappears.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">The U.S.-Canadian border, like its southern counterpart, is also closed outside of essential services and trade. The <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;External link&quot;,&quot;https:\/\/www.cbc.ca\/news\/canada\/toronto\/coronavirus-covid-19-ontario-friday-online-learning-1.5504109&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/www.cbc.ca\/news\/canada\/toronto\/coronavirus-covid-19-ontario-friday-online-learning-1.5504109\" target=\"_blank\" rel=\"noopener noreferrer\">province of Ontario<\/a><\/span> called for a lockdown late last week, and the impacts of these moves also show up on the map. Pollution also gets wiped out in Detroit\u2019s neighbor, Windsor, and Toronto further east.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">One odd blip is a hot spot of pollution in Kansas near Emporia. That could be one of the data artifacts Dix mentioned or nitrogen dioxide emissions possibly tied to fires that burn through the state\u2019s grasslands each spring.<\/p>\n<h3 class=\"sc-1bwb26k-1 RjwRf\" id=\"h160082\">Texas and parts of the South<\/h3>\n<p class=\"sc-77igqf-0 hJpRRP\">Even though the South is has been slow as hell to act, and Texas\u2019 lieutenant governor spent Monday actively advocating for <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;External link&quot;,&quot;https:\/\/www.nytimes.com\/2020\/03\/24\/us\/coronavirus-texas-patrick-abbott.html&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/www.nytimes.com\/2020\/03\/24\/us\/coronavirus-texas-patrick-abbott.html\" target=\"_blank\" rel=\"noopener noreferrer\">letting old people to die<\/a><\/span> to save shareholder value, the impacts are still notable there. While the data is a bit noisy, nitrogen dioxide emissions in Houston, a hot spot for the petrochemical industry, appear to have declined. New Orleans\u2014another petrochemical hot spot that\u2019s located the only southern state to call for a total lockdown\u2014appears to have seen a drop in pollution as well.<\/p>\n<p class=\"sc-77igqf-0 hJpRRP\">That may be tied to the fortunes of fossil fuels, which have dropped due to a price war sparked by Saudi Arabia and plummeting demand as the world economy slows. Sharp dives are also visible in Mexican cities like Monterrey, which may be tied to the border closure. Explore the full map <span><a class=\"sc-145m8ut-0 idsfNL js_link sc-1out364-0 fwjlmD\" data-ga=\"[[&quot;Embedded Url&quot;,&quot;External link&quot;,&quot;https:\/\/dhruvmehrotra3.users.earthengine.app\/view\/earther-time-series&quot;,{&quot;metric25&quot;:1}]]\" href=\"https:\/\/dhruvmehrotra3.users.earthengine.app\/view\/earther-time-series\" target=\"_blank\" rel=\"noopener noreferrer\">here<\/a><\/span>.<\/p>\n<div class=\"js_movable_ad_slot bxm4mm-7 bhZEGl\">\n<div class=\"bxm4mm-9 jgnxje\"><label class=\"bxm4mm-8 kLAkkQ\">Advertisement<\/label> <\/div>\n<\/div>\n<p class=\"sc-77igqf-0 hJpRRP\"><em><strong>Updated, Wednesday, March 25 11:40 a.m.:<\/strong> This post has been updated to reflect that nitric oxide can be converted into nitrogen dioxide. The last map label in this post has also been updated after a furious editorial discussion on whether Texas is a part of \u201cthe South.\u201d<\/em><\/p>\n<p>READ MORE <a href=\"https:\/\/packetstormsecurity.com\/news\/view\/31059\/Coronavirus-Has-Slashed-Air-Pollution.-This-Interactive-Map-Shows-How..html\">HERE<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>READ MORE HERE&#8230;<\/p>\n","protected":false},"author":2,"featured_media":34028,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"colormag_page_layout":"default_layout","footnotes":""},"categories":[60],"tags":[8530],"class_list":["post-34027","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-packet-storm","tag-headlinevirusscience"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Coronavirus Has Slashed Air Pollution. This Interactive Map Shows How. 2026 | ThreatsHub Cybersecurity News<\/title>\n<meta name=\"description\" content=\"ThreatsHub Cybersecurity News | ThreatsHub.org | Cloud Security &amp; Cyber Threats Analysis Hub. 100% Free OSINT Threat Intelligent and Cybersecurity News.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.threatshub.org\/blog\/coronavirus-has-slashed-air-pollution-this-interactive-map-shows-how\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Coronavirus Has Slashed Air Pollution. This Interactive Map Shows How. 2026 | ThreatsHub Cybersecurity News\" \/>\n<meta property=\"og:description\" content=\"ThreatsHub Cybersecurity News | ThreatsHub.org | Cloud Security &amp; Cyber Threats Analysis Hub. 100% Free OSINT Threat Intelligent and Cybersecurity News.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.threatshub.org\/blog\/coronavirus-has-slashed-air-pollution-this-interactive-map-shows-how\/\" \/>\n<meta property=\"og:site_name\" content=\"ThreatsHub Cybersecurity News\" \/>\n<meta property=\"article:published_time\" content=\"2020-03-25T14:07:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.threatshub.org\/blog\/coredata\/uploads\/2020\/03\/coronavirus-has-slashed-air-pollution-this-interactive-map-shows-how.gif\" \/>\n\t<meta property=\"og:image:width\" content=\"1\" \/>\n\t<meta property=\"og:image:height\" content=\"1\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/gif\" \/>\n<meta name=\"author\" content=\"TH Author\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@threatshub\" \/>\n<meta name=\"twitter:site\" content=\"@threatshub\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"TH Author\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.threatshub.org\\\/blog\\\/coronavirus-has-slashed-air-pollution-this-interactive-map-shows-how\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.threatshub.org\\\/blog\\\/coronavirus-has-slashed-air-pollution-this-interactive-map-shows-how\\\/\"},\"author\":{\"name\":\"TH Author\",\"@id\":\"https:\\\/\\\/www.threatshub.org\\\/blog\\\/#\\\/schema\\\/person\\\/12e0a8671ff89a863584f193e7062476\"},\"headline\":\"Coronavirus Has Slashed Air Pollution. 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