{"id":2531,"date":"2026-08-14T09:35:06","date_gmt":"2026-08-14T09:35:06","guid":{"rendered":"https:\/\/troposferica.com\/?p=2531"},"modified":"2026-08-14T09:35:10","modified_gmt":"2026-08-14T09:35:10","slug":"meteorologia-i-intel%c2%b7ligencia-artificial","status":"publish","type":"post","link":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/","title":{"rendered":"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL"},"content":{"rendered":"\n

Durant d\u00e8cades, la predicci\u00f3 meteorol\u00f2gica ha necessitat els anomenats models f\u00edsics, \u00e9s a dir, grans algoritmes inform\u00e0tics<\/mark><\/strong> que divideixen l\u2019atmosfera en una mena de graella tridimensional i calculen, pas a pas, com evolucionaran les diferents variables meteorol\u00f2giques (temperatura, vent, humitat, pressi\u00f3, entre moltes altres). \u00c9s una feina d\u2019una complexitat enorme, que exigeix superordinadors i una quantitat immensa de dades. Actualment, per\u00f2, la intel\u00b7lig\u00e8ncia artificial ha entrat amb for\u00e7a en aquest m\u00f3n i est\u00e0 canviant la manera com es fan els pron\u00f2stics.<\/p>\n\n\n\n

En lloc de resoldre totes les equacions f\u00edsiques que regeixen a l\u2019atmosfera una per una, els models d\u2019IA aprenen patrons a partir de d\u00e8cades de dades meteorol\u00f2giques. <\/mark><\/strong>Dit d\u2019una altra manera, aquests algoritmes s\u2019entrenen amb un gran arxiu del temps passat per aprendre i poder recon\u00e8ixer com acostuma a evolucionar l\u2019atmosfera en situacions semblants. Aix\u00f2 no vol dir que memoritzin el temps, sin\u00f3 que aprenen relacions molt complexes entre moltes variables meteorol\u00f2giques a la vegada. Per aix\u00f2 poden generar prediccions globals en molt poc temps (sovint en pocs minuts), molt menys del que acostumen a tardar els models f\u00edsics tradicionals.<\/p>\n\n\n\n

Els aven\u00e7os dels \u00faltims anys han estat especialment r\u00e0pids. L\u2019any 2023, el model meteorol\u00f2gic basat en IA anomenat Pangu-Weather va mostrar resultats molt competitius en predicci\u00f3 global a mitj\u00e0 termini. Per altra banda, GraphCast, el model d\u2019IA de Google Deep Mind, va destacar perqu\u00e8 superava en molts casos els models de refer\u00e8ncia f\u00edsics en diverses variables i horitzons temporals, a m\u00e9s de predir amb molta habilitat fen\u00f2mens com les traject\u00f2ries dels ciclons tropicals, els rius atmosf\u00e8rics o les temperatures extremes. M\u00e9s endavant, GenCast (l\u2019evoluci\u00f3 del model de Google Deep Mind) va fer un pas m\u00e9s enll\u00e0 incorporant prediccions probabil\u00edstiques, \u00e9s a dir, no nom\u00e9s una previsi\u00f3 \u00fanica, sin\u00f3 un conjunt d\u2019escenaris possibles.<\/mark><\/strong> Actualment, el Centre Europeu de Previsions Meteorol\u00f2giques a Mitj\u00e0 Termini (ECMWF) ja ha fet operatiu el seu propi model meteorol\u00f2gic basat en intel\u00b7lig\u00e8ncia artificial anomenat AIFS, cosa que confirma que la IA ja no \u00e9s nom\u00e9s una promesa de laboratori, sin\u00f3 una eina real dins la meteorologia moderna.<\/mark><\/strong><\/p>\n\n\n\n

\"\"
Figura 1: Comparaci\u00f3 esquem\u00e0tica entre els models meteorol\u00f2gics tradicionals, basats en la resoluci\u00f3 d\u2019equacions f\u00edsiques, i els nous models basats en aprenentatge profund, cada cop m\u00e9s presents en la predicci\u00f3 del temps<\/em><\/figcaption><\/figure>\n\n\n\n

Tot i aix\u00f2, no hi ha un \u00fanic model millor per a tot<\/mark><\/strong>. En general, els models d\u2019IA han mostrat resultats molt bons en variables i patrons de gran escala com ara la temperatura, la pressi\u00f3, el vent en altura o la traject\u00f2ria dels ciclons tropicals. Tamb\u00e9 destaquen per la seva velocitat, \u00e9s a dir, poden generar pron\u00f2stics globals en molt menys temps i amb un menor cost computacional que els models f\u00edsics tradicionals.<\/p>\n\n\n\n

Quan parlem de precipitaci\u00f3, sobretot de la pluja intensa, les tempestes molt locals o els fen\u00f2mens convectius de petita escala, la situaci\u00f3 \u00e9s m\u00e9s complexa. Aqu\u00ed entren en joc processos molt r\u00e0pids i molt locals que fan que, de moment, encara sigui un dels grans reptes. Ara b\u00e9, la IA tamb\u00e9 hi est\u00e0 avan\u00e7ant de pressa i ja comen\u00e7a a oferir resultats prometedors en alguns sistemes d\u2019alta resoluci\u00f3.<\/p>\n\n\n\n

Tot aix\u00f2 explica per qu\u00e8 el futur m\u00e9s probable no \u00e9s una substituci\u00f3 total dels models f\u00edsics, sin\u00f3 una conviv\u00e8ncia cada cop m\u00e9s intel\u00b7ligent entre els dos camps: la intel\u00b7lig\u00e8ncia artificial i la meteorologia. <\/mark><\/strong>De fet, els grans centres meteorol\u00f2gics ja treballen en sistemes h\u00edbrids, que combinen el millor dels dos mons: la gran habilitat de la IA per captar patrons a escala planet\u00e0ria i la solidesa f\u00edsica dels models tradicionals per representar millor processos de petita escala, extrems o molt dependents de la superf\u00edcie, l\u2019orografia o l\u2019oce\u00e0.<\/p>\n\n\n\n

Tamb\u00e9 est\u00e0 canviant la manera com s\u2019ent\u00e9n la previsi\u00f3. Abans, sovint es buscava la predicci\u00f3, per\u00f2 ara cada vegada \u00e9s m\u00e9s important estimar la incertesa<\/mark><\/strong>, \u00e9s a dir, saber no nom\u00e9s qu\u00e8 \u00e9s m\u00e9s probable que passi, sin\u00f3 tamb\u00e9 quins escenaris alternatius s\u00f3n possibles. En aquest terreny, els nous models probabil\u00edstics basats en IA s\u00f3n especialment rellevants perqu\u00e8 generen conjunts de prediccions i ajuden a respondre preguntes molt \u00fatils per a la societat: quina \u00e9s la probabilitat d\u2019una onada de calor? Quin risc hi ha de pluja intensa? Fins a quin punt pot canviar la traject\u00f2ria d\u2019un cicl\u00f3?<\/p>\n\n\n\n

Mirant cap al futur, tot apunta a que la IA continuar\u00e0 millorant sobretot en tres direccions. La primera \u00e9s l\u2019augment de resoluci\u00f3 espacial, per tal d\u2019apropar-se millor a la meteorologia que percebem a peu de carrer. La segona \u00e9s la integraci\u00f3 directa d\u2019observacions meteorol\u00f2giques amb sistemes capa\u00e7os d\u2019assimilar dades gaireb\u00e9 en temps real i transformar-les en pron\u00f2stics m\u00e9s r\u00e0pids i precisos. Finalment, la tercera \u00e9s la creaci\u00f3 d\u2019eines de suport a la decisi\u00f3 que ajudin a transformar les prediccions en avisos i, per tant, en informaci\u00f3 \u00fatil per a la poblaci\u00f3.<\/p>\n\n\n\n

Per tant, la resposta a la gran pregunta \u00e9s clara: s\u00ed, la intel\u00b7lig\u00e8ncia artificial ajudar\u00e0 a millorar les prediccions meteorol\u00f2giques<\/mark><\/strong> i, de fet, ja ho est\u00e0 fent actualment. Probablement ho far\u00e0 especialment b\u00e9 en patrons atmosf\u00e8rics de gran escala, temperatura, vent, traject\u00f2ries de ciclons i predicci\u00f3 probabil\u00edstica. En canvi, els aven\u00e7os seran m\u00e9s graduals en precipitaci\u00f3 convectiva, fen\u00f2mens molt locals, vents extrems, boires o processos fortament lligats a l\u2019orografia i a la capa m\u00e9s baixa de l\u2019atmosfera. La bona not\u00edcia \u00e9s que, ara per ara, no cal triar entre f\u00edsica o IA. El cam\u00ed m\u00e9s prometedor \u00e9s fer-les anar de bracet. <\/mark><\/strong>I aix\u00f2, m\u00e9s que una revoluci\u00f3 puntual, sembla l\u2019inici d\u2019una nova etapa en la manera de comprendre i predir el temps futur.<\/p>\n\n\n\n

Autor: Nil Farr\u00e9s Soler<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

Durant d\u00e8cades, la predicci\u00f3 meteorol\u00f2gica ha necessitat els anomenats models f\u00edsics, \u00e9s a dir, grans algoritmes inform\u00e0tics que divideixen l\u2019atmosfera en una mena de graella tridimensional i calculen, pas a pas, com evolucionaran les diferents variables meteorol\u00f2giques (temperatura, vent, humitat, pressi\u00f3, entre moltes altres). \u00c9s una feina d\u2019una complexitat enorme, que exigeix superordinadors i una […]\n","protected":false},"author":35,"featured_media":2534,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[75],"tags":[109,283,64,72],"class_list":["post-2531","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-curiosidades-ca","tag-curiosidades","tag-ia","tag-meteorologia-ca","tag-prediccio"],"acf":[],"yoast_head":"\nMETEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL. EL FUTUR?<\/title>\n<meta name=\"description\" content=\"Meteorologia i intel\u00b7lig\u00e8ncia artificial. La predicci\u00f3 meteorol\u00f2gica necessita els anomenats models f\u00edsics. Ho pot canviar la IA?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/troposferica.com\/ca\/meteorologia-i-intel\u00b7ligencia-artificial\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL. EL FUTUR?\" \/>\n<meta property=\"og:description\" content=\"Meteorologia i intel\u00b7lig\u00e8ncia artificial. La predicci\u00f3 meteorol\u00f2gica necessita els anomenats models f\u00edsics. Ho pot canviar la IA?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/troposferica.com\/ca\/meteorologia-i-intel\u00b7ligencia-artificial\/\" \/>\n<meta property=\"og:site_name\" content=\"Troposferica\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-14T09:35:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-14T09:35:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/troposferica.com\/wp-content\/uploads\/2026\/08\/PORTADA-ARTICLE-cat.png\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"462\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"TROPOSFERICA Redacci\u00f3\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrit per\" \/>\n\t<meta name=\"twitter:data1\" content=\"TROPOSFERICA Redacci\u00f3\" \/>\n\t<meta name=\"twitter:label2\" content=\"Temps estimat de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minuts\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/\"},\"author\":{\"name\":\"TROPOSFERICA Redacci\u00f3\",\"@id\":\"https:\\\/\\\/troposferica.com\\\/#\\\/schema\\\/person\\\/d46be7f481f15b9b7e2d4ceef9d270c3\"},\"headline\":\"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL\",\"datePublished\":\"2026-08-14T09:35:06+00:00\",\"dateModified\":\"2026-08-14T09:35:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/\"},\"wordCount\":1038,\"image\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/troposferica.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/PORTADA-ARTICLE-cat.png\",\"keywords\":[\"curiosidades\",\"IA\",\"meteorologia\",\"Predicci\u00f3\"],\"articleSection\":[\"Curiosidades\"],\"inLanguage\":\"ca\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/\",\"url\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/\",\"name\":\"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL. EL FUTUR?\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/troposferica.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/PORTADA-ARTICLE-cat.png\",\"datePublished\":\"2026-08-14T09:35:06+00:00\",\"dateModified\":\"2026-08-14T09:35:10+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/#\\\/schema\\\/person\\\/d46be7f481f15b9b7e2d4ceef9d270c3\"},\"description\":\"Meteorologia i intel\u00b7lig\u00e8ncia artificial. La predicci\u00f3 meteorol\u00f2gica necessita els anomenats models f\u00edsics. Ho pot canviar la IA?\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/#breadcrumb\"},\"inLanguage\":\"ca\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ca\",\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/#primaryimage\",\"url\":\"https:\\\/\\\/troposferica.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/PORTADA-ARTICLE-cat.png\",\"contentUrl\":\"https:\\\/\\\/troposferica.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/PORTADA-ARTICLE-cat.png\",\"width\":800,\"height\":462,\"caption\":\"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/meteorologia-i-intel%c2%b7ligencia-artificial\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/troposferica.com\\\/#website\",\"url\":\"https:\\\/\\\/troposferica.com\\\/\",\"name\":\"Troposferica\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/troposferica.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ca\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/troposferica.com\\\/#\\\/schema\\\/person\\\/d46be7f481f15b9b7e2d4ceef9d270c3\",\"name\":\"TROPOSFERICA Redacci\u00f3\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ca\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/41bff5f0698d0f1709952b28eafd1f9fc9c1a06db505349e788bcd22f0899dcd?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/41bff5f0698d0f1709952b28eafd1f9fc9c1a06db505349e788bcd22f0899dcd?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/41bff5f0698d0f1709952b28eafd1f9fc9c1a06db505349e788bcd22f0899dcd?s=96&d=mm&r=g\",\"caption\":\"TROPOSFERICA Redacci\u00f3\"},\"url\":\"https:\\\/\\\/troposferica.com\\\/ca\\\/author\\\/troposferica-editor\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL. EL FUTUR?","description":"Meteorologia i intel\u00b7lig\u00e8ncia artificial. La predicci\u00f3 meteorol\u00f2gica necessita els anomenats models f\u00edsics. Ho pot canviar la IA?","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel\u00b7ligencia-artificial\/","og_locale":"ca_ES","og_type":"article","og_title":"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL. EL FUTUR?","og_description":"Meteorologia i intel\u00b7lig\u00e8ncia artificial. La predicci\u00f3 meteorol\u00f2gica necessita els anomenats models f\u00edsics. Ho pot canviar la IA?","og_url":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel\u00b7ligencia-artificial\/","og_site_name":"Troposferica","article_published_time":"2026-08-14T09:35:06+00:00","article_modified_time":"2026-08-14T09:35:10+00:00","og_image":[{"width":800,"height":462,"url":"https:\/\/troposferica.com\/wp-content\/uploads\/2026\/08\/PORTADA-ARTICLE-cat.png","type":"image\/png"}],"author":"TROPOSFERICA Redacci\u00f3","twitter_card":"summary_large_image","twitter_misc":{"Escrit per":"TROPOSFERICA Redacci\u00f3","Temps estimat de lectura":"5 minuts"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/#article","isPartOf":{"@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/"},"author":{"name":"TROPOSFERICA Redacci\u00f3","@id":"https:\/\/troposferica.com\/#\/schema\/person\/d46be7f481f15b9b7e2d4ceef9d270c3"},"headline":"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL","datePublished":"2026-08-14T09:35:06+00:00","dateModified":"2026-08-14T09:35:10+00:00","mainEntityOfPage":{"@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/"},"wordCount":1038,"image":{"@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/#primaryimage"},"thumbnailUrl":"https:\/\/troposferica.com\/wp-content\/uploads\/2026\/08\/PORTADA-ARTICLE-cat.png","keywords":["curiosidades","IA","meteorologia","Predicci\u00f3"],"articleSection":["Curiosidades"],"inLanguage":"ca"},{"@type":"WebPage","@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/","url":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/","name":"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL. EL FUTUR?","isPartOf":{"@id":"https:\/\/troposferica.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/#primaryimage"},"image":{"@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/#primaryimage"},"thumbnailUrl":"https:\/\/troposferica.com\/wp-content\/uploads\/2026\/08\/PORTADA-ARTICLE-cat.png","datePublished":"2026-08-14T09:35:06+00:00","dateModified":"2026-08-14T09:35:10+00:00","author":{"@id":"https:\/\/troposferica.com\/#\/schema\/person\/d46be7f481f15b9b7e2d4ceef9d270c3"},"description":"Meteorologia i intel\u00b7lig\u00e8ncia artificial. La predicci\u00f3 meteorol\u00f2gica necessita els anomenats models f\u00edsics. Ho pot canviar la IA?","breadcrumb":{"@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/#breadcrumb"},"inLanguage":"ca","potentialAction":[{"@type":"ReadAction","target":["https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/"]}]},{"@type":"ImageObject","inLanguage":"ca","@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/#primaryimage","url":"https:\/\/troposferica.com\/wp-content\/uploads\/2026\/08\/PORTADA-ARTICLE-cat.png","contentUrl":"https:\/\/troposferica.com\/wp-content\/uploads\/2026\/08\/PORTADA-ARTICLE-cat.png","width":800,"height":462,"caption":"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL"},{"@type":"BreadcrumbList","@id":"https:\/\/troposferica.com\/ca\/meteorologia-i-intel%c2%b7ligencia-artificial\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/troposferica.com\/ca\/"},{"@type":"ListItem","position":2,"name":"METEOROLOGIA I INTEL\u00b7LIG\u00c8NCIA ARTIFICIAL"}]},{"@type":"WebSite","@id":"https:\/\/troposferica.com\/#website","url":"https:\/\/troposferica.com\/","name":"Troposferica","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/troposferica.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ca"},{"@type":"Person","@id":"https:\/\/troposferica.com\/#\/schema\/person\/d46be7f481f15b9b7e2d4ceef9d270c3","name":"TROPOSFERICA Redacci\u00f3","image":{"@type":"ImageObject","inLanguage":"ca","@id":"https:\/\/secure.gravatar.com\/avatar\/41bff5f0698d0f1709952b28eafd1f9fc9c1a06db505349e788bcd22f0899dcd?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/41bff5f0698d0f1709952b28eafd1f9fc9c1a06db505349e788bcd22f0899dcd?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/41bff5f0698d0f1709952b28eafd1f9fc9c1a06db505349e788bcd22f0899dcd?s=96&d=mm&r=g","caption":"TROPOSFERICA Redacci\u00f3"},"url":"https:\/\/troposferica.com\/ca\/author\/troposferica-editor\/"}]}},"_links":{"self":[{"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/posts\/2531","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/users\/35"}],"replies":[{"embeddable":true,"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/comments?post=2531"}],"version-history":[{"count":1,"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/posts\/2531\/revisions"}],"predecessor-version":[{"id":2536,"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/posts\/2531\/revisions\/2536"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/media\/2534"}],"wp:attachment":[{"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/media?parent=2531"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/categories?post=2531"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/troposferica.com\/ca\/wp-json\/wp\/v2\/tags?post=2531"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}