{"id":158474,"date":"2023-08-24T18:12:25","date_gmt":"2023-08-24T18:12:25","guid":{"rendered":"https:\/\/tecscience.tec.mx\/en\/?p=158474"},"modified":"2025-02-20T13:02:56","modified_gmt":"2025-02-20T19:02:56","slug":"data-science-for-making-climate-decisions","status":"publish","type":"post","link":"https:\/\/tecscience.tec.mx\/en\/human-social\/data-science-for-making-climate-decisions\/","title":{"rendered":"Data science for making climate decisions"},"content":{"rendered":"\n<p>The way that we manage natural resources is not sustainable. Our inability to decisively address the global climate crisis is our generation\u2019s legacy. More importantly, it threatens our capacity to create a fairer and more equitable world, says <a href=\"http:\/\/es\/tag\/escuela-de-gobierno-y-transformacion-publica\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Edmundo Molina<\/strong><\/a>, a researcher at <a href=\"\/en\/tag\/school-of-government-and-public-transformation\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tec de Monterrey\u2019s School of Government and Public Transformation<\/a>.<\/p>\n\n\n\n<p>He proposes creating <a href=\"\/en\/human-social\/decision-making-process-under-uncertainty\/\" target=\"_blank\" rel=\"noreferrer noopener\">decision-support system<\/a> tools in order to analyze the different paths that exist when attempting to solve a problem.<\/p>\n\n\n\n<p>\u201cWe\u2019re expecting something to happen, but we don\u2019t know how to contribute. I propose developing tools that allow us as consumers, private enterprises, and governments to identify those actions with the most cost-benefit that contribute to combating climate change,\u201d he explains in an interview with <strong><em>TecScience<\/em><\/strong>.<\/p>\n\n\n\n<p>For the <a href=\"\/en\/tag\/data-science\/\" target=\"_blank\" rel=\"noreferrer noopener\">data science<\/a> specialist, it is clear that although the scientific evidence shows <strong>human activity is accelerating global warming<\/strong>, nobody knows where to begin.<\/p>\n\n\n\n<p>\u201cWe need action on many different fronts. Consumers need to decide to use their cars less and <a href=\"\/en\/biotechnology\/cultivating-meat\/\" target=\"_blank\" rel=\"noreferrer noopener\">eat less meat<\/a>; companies need to decide to switch to electricity for industrial use; and the government needs to encourage these practices,\u201d he says.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Here\u2019s Edgar Barroso\u2019s B-Side\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/ERNdJ_eFsm0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Data science vs. climate change<\/strong><\/h2>\n\n\n\n<p>In an <a href=\"\/en\/tag\/climate-change\/\" target=\"_blank\" rel=\"noreferrer noopener\">article published in the journal Nature<\/a> on the need for these tools, Molina argues that we currently have access to unprecedented amounts of information and data on <a href=\"https:\/\/tecscience.tec.mx\/es\/tag\/cambio-climatico\/\" target=\"_blank\" rel=\"noreferrer noopener\">climate change<\/a>, which are available via platforms such as <a href=\"https:\/\/www.climatewatchdata.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Climate Watch<\/a> and the <a href=\"https:\/\/climatetrace.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Climate Trace<\/a> project.<\/p>\n\n\n\n<p>\u201cAccelerating climate action requires harnessing the power of decision-support tools in new ways. This vision cannot be realized without interdisciplinary computational scientists who are capable of integrating knowledge from the environmental, social, and cognitive sciences,\u201d he remarks.<\/p>\n\n\n\n<p>The tools this researcher proposes would receive inputs from databases precisely such as these, which would enable decisions to be made on specific problems caused by climate change.<\/p>\n\n\n\n<p>\u201cAs each problem is specific, a specific tool needs to be designed for each problem. It\u2019s not enough to have three research groups around the world; the demand is much higher than that. We need armies of people who know how to make rigorous tools,\u201d he says.<\/p>\n\n\n\n<p>Molina\u2019s research group has already prepared similar tools to guide this process, one example being to help the Chilean government decarbonize its economy.<\/p>\n\n\n\n<p>\u201cIt asked which combinations of regulations, investments, and infrastructure would have to be made in order to help decarbonize the Chilean economy, while generating economic benefits at the same time,\u201d he explains.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Accelerating climate action requires harnessing the power of decision-support tools in new ways.<\/p>\n","protected":false},"author":24,"featured_media":158475,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"categories":[89],"tags":[541,180,323],"class_list":["post-158474","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-human-social","tag-climate-and-sustainability","tag-climate-change","tag-school-of-government-and-public-transformation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data science for making climate decisions | TecScience<\/title>\n<meta name=\"description\" content=\"Accelerating climate action requires harnessing the power of decision-support tools in new ways.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tecscience.tec.mx\/en\/human-social\/data-science-for-making-climate-decisions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data science for making climate decisions\" \/>\n<meta property=\"og:description\" content=\"Accelerating climate action requires harnessing the power of decision-support tools in new ways.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tecscience.tec.mx\/en\/human-social\/data-science-for-making-climate-decisions\/\" \/>\n<meta property=\"og:site_name\" content=\"TecScience\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-24T18:12:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-20T19:02:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tecscience.tec.mx\/en\/wp-content\/uploads\/sites\/9\/2023\/08\/data-science-climate-change.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"750\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Daniel Melchor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel Melchor\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/tecscience.tec.mx\\\/en\\\/human-social\\\/data-science-for-making-climate-decisions\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/tecscience.tec.mx\\\/en\\\/human-social\\\/data-science-for-making-climate-decisions\\\/\"},\"author\":{\"name\":\"Daniel Melchor\",\"@id\":\"https:\\\/\\\/tecscience.tec.mx\\\/en\\\/#\\\/schema\\\/person\\\/8d23afb94097012190a6aeea73edcb07\"},\"headline\":\"Data science for making climate decisions\",\"datePublished\":\"2023-08-24T18:12:25+00:00\",\"dateModified\":\"2025-02-20T19:02:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/tecscience.tec.mx\\\/en\\\/human-social\\\/data-science-for-making-climate-decisions\\\/\"},\"wordCount\":423,\"publisher\":{\"@id\":\"https:\\\/\\\/tecscience.tec.mx\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/tecscience.tec.mx\\\/en\\\/human-social\\\/data-science-for-making-climate-decisions\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/tecscience.tec.mx\\\/en\\\/wp-content\\\/uploads\\\/sites\\\/9\\\/2023\\\/08\\\/data-science-climate-change.webp\",\"keywords\":[\"Climate and Sustainability\",\"Climate change\",\"School of Government and Public Transformation\"],\"articleSection\":[\"Human &amp; 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