{"id":90249,"date":"2023-08-13T16:42:01","date_gmt":"2023-08-13T13:42:01","guid":{"rendered":"https:\/\/www.csregypt.com\/?p=90249"},"modified":"2023-08-14T00:42:31","modified_gmt":"2023-08-13T21:42:31","slug":"google-ai-based-predictions-help-pilots-reduce-climate-impacting-contrails-by-54","status":"publish","type":"post","link":"https:\/\/csregypt.com\/en\/google-ai-based-predictions-help-pilots-reduce-climate-impacting-contrails-by-54\/","title":{"rendered":"Google AI-based predictions help pilots reduce climate-impacting contrails by 54%"},"content":{"rendered":"<p dir=\"ltr\" style=\"text-align: left;\">Testing the use of Google AI-based predictions helped pilots to reduce climate-impacting contrails by 54%. This is the first proof point that commercial flights can verifiably avoid contrails and thereby reduce their climate effect.<\/p>\n<p dir=\"ltr\" style=\"text-align: left;\"><a href=\"https:\/\/research.google\/\">Google Research<\/a>\u00a0teamed up with\u00a0<a href=\"https:\/\/www.csregypt.com\/en\/american-airlines-becomes-first-us-airline-to-make-two-direct-hydrogen-related-investments\/\">American Airlines<\/a>\u00a0and\u00a0<a href=\"https:\/\/breakthroughenergy.org\/\">Breakthrough Energy<\/a>\u00a0to bring together huge amounts of data \u2014 like satellite imagery, weather and flight path data \u2014 and used AI to develop contrail forecast maps to test if pilots can choose routes that avoid creating contrails.<\/p>\n<p dir=\"ltr\" style=\"text-align: left;\">A group of pilots at American flew 70 test flights over six months while using Google\u2019s AI-based predictions, cross-referenced with Breakthrough Energy\u2019s\u00a0<a href=\"https:\/\/py.contrails.org\/\" data-analytics-onclick=\"{&quot;event&quot;:&quot;page interaction&quot;,&quot;category&quot;:&quot;in-article links&quot;,&quot;action&quot;:&quot;link click&quot;,&quot;label&quot;:&quot;https:\/\/py.contrails.org\/&quot;}\">open-source contrail models<\/a>, to avoid altitudes that are likely to create contrails \u2014 the thin, white lines you sometimes see behind airplanes.<\/p>\n<p dir=\"ltr\" style=\"text-align: left;\">The 2022\u00a0<a href=\"https:\/\/www.ipcc.ch\/report\/ar6\/wg3\/downloads\/report\/IPCC_AR6_WGIII_Chapter10.pdf\">IPCC report<\/a>\u00a0noted that clouds created by contrails account for roughly 35% of aviation&#8217;s global warming impact, over half the impact of the world\u2019s jet fuel.<\/p>\n<p dir=\"ltr\" style=\"text-align: left;\">Contrails form when airplanes fly through layers of humidity and they can persist as cirrus clouds for minutes or hours depending on the atmospheric conditions. While these extra clouds can reflect sunlight back into space during the day, they also trap large amounts of heat that would otherwise leave the Earth\u2019s atmosphere. This creates a net warming effect. Avoiding flying through areas that create contrails can reduce warming. The challenge is knowing which flight routes will create contrails.<\/p>\n<p dir=\"ltr\" style=\"text-align: left;\">The other significant finding of our test with American is the flights that attempted to avoid creating contrails burned 2% additional fuel. Recent studies show that a small percentage of flights need to be adjusted to avoid the majority of contrail warming. Therefore, the total fuel impact could be as low as 0.3% across an airline\u2019s flights.<\/p>\n<p dir=\"ltr\" style=\"text-align: left;\">This suggests that contrails could be avoided at scale for around $5-25\/ton CO2e (carbon dioxide equivalent) using our existing predictions, making it a cost-effective warming-reduction measure, and further improvements are expected.<\/p>\n<p dir=\"ltr\" style=\"text-align: left;\">Contrail avoidance has the potential to be a cost-effective, scalable solution to reduce the climate impact of flying. We will continue research and development to automate avoidance, target the highest impact contrails and improve satellite-based verification. We\u2019re committed to working across the aviation industry to use AI to make contrail avoidance a reality over the coming years.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Testing the use of Google AI-based predictions helped pilots to reduce climate-impacting contrails by 54%. This is the first proof point that commercial flights can verifiably avoid contrails and thereby reduce their climate effect. Google Research\u00a0teamed up with\u00a0American Airlines\u00a0and\u00a0Breakthrough Energy\u00a0to bring together huge amounts of data \u2014 like satellite imagery, weather and flight path data [&hellip;]<\/p>\n","protected":false},"author":410,"featured_media":90250,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[984,6030],"tags":[7166,14158,14157],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Google AI-based predictions help pilots reduce climate-impacting contrails by 54% - Csr Egypt<\/title>\n<meta name=\"description\" content=\"Testing the use of Google AI-based predictions helped pilots to reduce climate-impacting contrails by 54%. 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