{"id":260668,"date":"2023-11-15T06:21:43","date_gmt":"2023-11-15T11:21:43","guid":{"rendered":"https:\/\/sftarticles.wpenginepowered.com\/es\/?p=315232"},"modified":"2025-07-01T17:40:13","modified_gmt":"2025-07-02T00:40:13","slug":"ai-comes-to-your-weather-app-more-accurate-than-all-current-tools","status":"publish","type":"post","link":"https:\/\/cms-articles.softonic.io\/en\/ai-comes-to-your-weather-app-more-accurate-than-all-current-tools\/","title":{"rendered":"AI arrives in your weather app: more accurate than all current tools"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Few things please us more than knowing the weather forecast. <a href=\"https:\/\/en.softonic.com\/articles\/alert-extreme-weather-iphone\" target=\"_blank\" rel=\"noopener\" title=\"\">Meteorology is a science that obsesses millions of people<\/a>, and over the years, meteorologists have been improving their accuracy\u2026 until now.<\/p>\n\n\n<div class=\"sc-card-program\">\r\n  <div class=\"sc-card-program__body\">\r\n    <div class=\"sc-card-program__row clearfix\">\r\n      <div class=\"sc-card-program__col-logo\">\r\n        <img decoding=\"async\" class=\"sc-card-program__img\" alt=\"AccuWeather\" src=\"https:\/\/images.sftcdn.net\/images\/t_app-icon-m\/p\/32d9635f-6a90-4dfe-90c7-4489e9106f39\/1089387089\/accuweather-weather-for-life-logo.png\" width=\"100px\" height=\"100px\">\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-title\">\r\n        <span class=\"sc-card-program__title\">AccuWeather<\/span>\r\n        <a class=\"sc-card-program__button sc-card-program-internal\" href=\"https:\/\/accuweather-weather-for-life.en.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\">DOWNLOAD<\/a>\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-rating\">\r\n        <svg class=\"rating-score__content\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" x=\"0\" y=\"0\" viewbox=\"0 0 50 50\" enable-background=\"new 0 0 50 50\" xml:space=\"preserve\"><path class=\"rating-score__background rating-score--good\" fill=\"none\" stroke-width=\"6\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><path class=\"rating-score__value rating-score__value--0\" fill=\"none\" stroke-width=\"6\" stroke-dashoffset=\"0\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><text class=\"rating-score__number\" content=\"\" text-anchor=\"middle\" transform=\"matrix(1 0 0 1 25 31.0837)\" data-auto=\"app-user-score\"><\/text><\/svg>\r\n      <\/div>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <span class=\"sc-card-program__description\"><\/span>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <img decoding=\"async\" class=\"sc-card-program__bigpic\" src=\"\" onerror=\"this.style.display='none'\">\r\n    <\/div>\r\n    <a class=\"sc-card-program__link track-link sc-card-program-internal\" href=\"https:\/\/accuweather-weather-for-life.en.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\"><\/a>\r\n  <\/div>\r\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/en.softonic.com\/articles\/google-pulls-its-own-chatgpt-sparrow\" target=\"_blank\" rel=\"noopener\" title=\"\">Google DeepMind<\/a>, the artificial intelligence arm of the search giant, has just announced <strong>a new weather prediction model that outperforms traditional systems in over 90% of cases<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dubbed as <strong>GraphCast, this machine learning model promises 10-day forecasts that are superior, quicker, and more energy-efficient<\/strong> than the tools currently powering your weather app.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;We believe this marks a turning point in weather prediction,&#8221; write the Google researchers in a <a href=\"https:\/\/www.science.org\/doi\/10.1126\/science.adi2336\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">study published<\/a> this Tuesday.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">Presenting GraphCast: our state-of-the-art AI model delivering 10-day weather forecasts with unprecedented accuracy in under one minute. ?\ufe0f<br><br>It can even help predict the potential paths of cyclones further into the future.<br><br>Here&#39;s how it works. ? <a href=\"https:\/\/t.co\/ygughpkdeP\">https:\/\/t.co\/ygughpkdeP<\/a> <a href=\"https:\/\/t.co\/0Y6DyBXDow\">pic.twitter.com\/0Y6DyBXDow<\/a><\/p>&mdash; Google DeepMind (@GoogleDeepMind) <a href=\"https:\/\/twitter.com\/GoogleDeepMind\/status\/1724443443873624115?ref_src=twsrc%5Etfw\">November 14, 2023<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">A new, cheaper, and more accurate model: AI serving science<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The current prediction model is generally referred to as &#8220;numerical weather prediction (NWP).&#8221;<\/strong> NWP involves inputting current meteorological conditions into vast models that simulate forthcoming changes based on the principles of fluid dynamics, thermodynamics, and other atmospheric sciences.<strong> It&#8217;s complex, expensive, and demands significant computational power<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In contrast, GraphCast breaks tradition by emphasizing historical data instead of simulating how molecules fly and collide. In other words, it&#8217;s a machine learning model that predicts based on past occurrences. While there&#8217;s a lot of computer science involved, it&#8217;s generally simpler in terms of the level and number of calculations required.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GraphCast starts with the current state of weather on Earth and data from six hours ago<\/strong>. It then predicts the weather six hours ahead. Subsequently, GraphCast reintroduces these predictions into the model, conducts the same calculations, and issues longer-term forecasts.<\/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 loading=\"lazy\" title=\"GraphCast: Learning skillful medium-range global weather forecasting\" width=\"840\" height=\"473\" src=\"https:\/\/www.youtube.com\/embed\/PD1v5PCJs_o?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<p class=\"wp-block-paragraph\">Google&#8217;s team compared GraphCast&#8217;s results with the current medium-term weather prediction model, known as HRES. <strong>According to the study, GraphCast &#8220;significantly&#8221; outperformed HRES in 90% of the test objectives<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Surprisingly, GraphCast also excelled in predicting extreme weather phenomena<\/strong>, such as tropical cyclones and sudden temperature changes, despite not being specifically trained for these scenarios.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The study&#8217;s authors emphasize that their work is intended to complement the standard systems relied upon by meteorologists. &#8220;Our approach should not be seen as a substitute for traditional methods of weather forecasting,&#8221; the study authors wrote.<\/p>\n\n\n<div class=\"sc-card-program\">\r\n  <div class=\"sc-card-program__body\">\r\n    <div class=\"sc-card-program__row clearfix\">\r\n      <div class=\"sc-card-program__col-logo\">\r\n        <img decoding=\"async\" class=\"sc-card-program__img\" alt=\"AccuWeather\" src=\"https:\/\/images.sftcdn.net\/images\/t_app-icon-m\/p\/32d9635f-6a90-4dfe-90c7-4489e9106f39\/1089387089\/accuweather-weather-for-life-logo.png\" width=\"100px\" height=\"100px\">\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-title\">\r\n        <span class=\"sc-card-program__title\">AccuWeather<\/span>\r\n        <a class=\"sc-card-program__button sc-card-program-internal\" href=\"https:\/\/accuweather-weather-for-life.en.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\">DOWNLOAD<\/a>\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-rating\">\r\n        <svg class=\"rating-score__content\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" x=\"0\" y=\"0\" viewbox=\"0 0 50 50\" enable-background=\"new 0 0 50 50\" xml:space=\"preserve\"><path class=\"rating-score__background rating-score--good\" fill=\"none\" stroke-width=\"6\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><path class=\"rating-score__value rating-score__value--0\" fill=\"none\" stroke-width=\"6\" stroke-dashoffset=\"0\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><text class=\"rating-score__number\" content=\"\" text-anchor=\"middle\" transform=\"matrix(1 0 0 1 25 31.0837)\" data-auto=\"app-user-score\"><\/text><\/svg>\r\n      <\/div>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <span class=\"sc-card-program__description\"><\/span>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <img decoding=\"async\" class=\"sc-card-program__bigpic\" src=\"\" onerror=\"this.style.display='none'\">\r\n    <\/div>\r\n    <a class=\"sc-card-program__link track-link sc-card-program-internal\" href=\"https:\/\/accuweather-weather-for-life.en.softonic.com\/\" target=\"_self\" rel=\"noopener noreferrer\"><\/a>\r\n  <\/div>\r\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Google&#8217;s new artificial intelligence will leave meteorologists in the gutter&#8230; or rather it comes to help them in 10-day weather prediction.<\/p>\n","protected":false},"author":9265,"featured_media":260671,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","wpcf-pageviews":2},"categories":[1015],"tags":[1068,3885],"usertag":[],"vertical":[],"content-category":[],"class_list":["post-260668","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-google","tag-inteligencia-artificial"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts\/260668","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/users\/9265"}],"replies":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/comments?post=260668"}],"version-history":[{"count":1,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts\/260668\/revisions"}],"predecessor-version":[{"id":316438,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/posts\/260668\/revisions\/316438"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/media\/260671"}],"wp:attachment":[{"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/media?parent=260668"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/categories?post=260668"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/tags?post=260668"},{"taxonomy":"usertag","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/usertag?post=260668"},{"taxonomy":"vertical","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/vertical?post=260668"},{"taxonomy":"content-category","embeddable":true,"href":"https:\/\/cms-articles.softonic.io\/en\/wp-json\/wp\/v2\/content-category?post=260668"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}