{"id":768481,"date":"2021-08-22T23:20:45","date_gmt":"2021-08-23T06:20:45","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-group&#038;p=768481"},"modified":"2023-03-28T14:54:45","modified_gmt":"2023-03-28T21:54:45","slug":"computational-sustainability","status":"publish","type":"msr-group","link":"https:\/\/www.microsoft.com\/en-us\/research\/group\/computational-sustainability\/","title":{"rendered":"Computational Sustainability"},"content":{"rendered":"<section class=\"mb-3 moray-highlight\">\n\t<div class=\"card-img-overlay mx-lg-0\">\n\t\t<div class=\"card-background  has-background-auburn card-background--full-bleed\">\n\t\t\t\t\t<\/div>\n\t\t<!-- Foreground -->\n\t\t<div class=\"card-foreground d-flex mt-md-n5 my-lg-5 px-g px-lg-0\">\n\t\t\t<!-- Container -->\n\t\t\t<div class=\"container d-flex mt-md-n5 my-lg-5 \">\n\t\t\t\t<!-- Card wrapper -->\n\t\t\t\t<div class=\"w-100 w-lg-col-5\">\n\t\t\t\t\t<!-- Card -->\n\t\t\t\t\t<div class=\"card material-md-card py-5 px-md-5\">\n\t\t\t\t\t\t<div class=\"card-body \">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\n\n<h1 id=\"computational-sustainability\">Computational Sustainability<\/h1>\n\n\n\n<p><\/p>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n\n\n<p>In order to reduce the risks and impacts of climate change, global efforts to keep the average temperature rise within 1.5 degrees Celsius are of great significance to all mankind. In this context, many countries around the world have successively announced their carbon neutrality goals.\u200b Of course, China has also proposed the goal that carbon peaking by 2030 and carbon neutrality by 2060. However, relevant research and development experience has shown that it usually takes 50 to 70 years for carbon from peaking to carbon neutrality, so the situation that china faces is quite severe.\u200b At the same time, in China, coal-fired power plants produce more than 40% of the total CO2 emissions.<\/p>\n\n\n\n\n\n<p>[1] Xing J, Zheng S, Li S, L Huang et al. Mimicking atmospheric photochemical modeling with a deep neural network[J]. Atmospheric Research, 2021: 105919.<\/p>\n\n\n\n<p>[2] Huang L, Liu S, Yang Z, et al. Exploring Deep Learning for Air Pollutant Emission Estimation[J]. Geoscientific Model Development Discussions, 2021: 1-22.<\/p>\n\n\n\n<p>LordNet<\/p>\n\n\n","protected":false},"excerpt":{"rendered":"<p>In order to reduce the risks and impacts of climate change, global efforts to keep the average temperature rise within 1.5 degrees Celsius are of great significance to all mankind. In this context, many countries around the world have successively announced their carbon neutrality goals.\u200b Of course, China has also proposed the goal that carbon [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr_group_start":"","footnotes":""},"research-area":[13556,198583,13568],"msr-group-type":[243694],"msr-locale":[268875],"msr-impact-theme":[],"class_list":["post-768481","msr-group","type-msr-group","status-publish","hentry","msr-research-area-artificial-intelligence","msr-research-area-ecology-environment","msr-research-area-technology-for-emerging-markets","msr-group-type-group","msr-locale-en_us"],"msr_group_start":"","msr_detailed_description":"","msr_further_details":"","msr_hero_images":[],"msr_research_lab":[],"related-researchers":[{"type":"user_nicename","display_name":"Jiang Bian","user_id":38481,"people_section":"Section name 0","alias":"jiabia"},{"type":"user_nicename","display_name":"Lin Huang","user_id":40456,"people_section":"Section name 0","alias":"hul"}],"related-publications":[],"related-downloads":[],"related-videos":[],"related-projects":[],"related-events":[],"related-opportunities":[],"related-posts":[],"tab-content":[],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/768481"}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-group"}],"version-history":[{"count":7,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/768481\/revisions"}],"predecessor-version":[{"id":931443,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group\/768481\/revisions\/931443"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=768481"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=768481"},{"taxonomy":"msr-group-type","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-group-type?post=768481"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=768481"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=768481"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}