{"id":4482,"date":"2023-08-21T19:10:38","date_gmt":"2023-08-21T19:10:38","guid":{"rendered":"https:\/\/dailyai.com\/?p=4482"},"modified":"2023-08-22T08:53:30","modified_gmt":"2023-08-22T08:53:30","slug":"googles-ai-flood-detection-system-predicts-floods-four-days-in-advance","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2023\/08\/googles-ai-flood-detection-system-predicts-floods-four-days-in-advance\/","title":{"rendered":"Il sistema di rilevamento delle inondazioni di Google prevede le inondazioni con quattro giorni di anticipo"},"content":{"rendered":"<p><b>L'intelligenza artificiale di Google per la previsione delle inondazioni, denominata \"Flood Hub\", \u00e8 ora in grado di prevedere potenziali eventi di inondazione con quattro giorni di anticipo, anche in regioni in cui i dati sul flusso dell'acqua sono scarsi, come il Sud America e l'Africa.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">In alcuni casi in cui sono disponibili molti dati, <\/span><a href=\"https:\/\/sites.research.google\/floodforecasting\/\"><span style=\"font-weight: 400;\">L'intelligenza artificiale di Google per la previsione delle inondazioni<\/span><\/a><span style=\"font-weight: 400;\"> pu\u00f2 prevedere le inondazioni circa sette giorni prima che si verifichi il disastro.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Storicamente, l'accuratezza delle previsioni delle inondazioni \u00e8 stata legata alla disponibilit\u00e0 di dati precisi sul flusso dell'acqua. Mentre le regioni ricche hanno spesso accesso a queste informazioni critiche, molte aree, soprattutto nei Paesi a basso reddito, non ne hanno.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Come descritto in un <\/span><a href=\"https:\/\/arxiv.org\/pdf\/2307.16104.pdf\"><span style=\"font-weight: 400;\">documento recente<\/span><\/a><span style=\"font-weight: 400;\">I metodi pi\u00f9 recenti di Google hanno potenziato notevolmente l'efficacia del sistema laddove i dati sono scarsi.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/arxiv.org\/pdf\/2307.16104.pdf\"><span style=\"font-weight: 400;\">Hub delle alluvioni<\/span><\/a><span style=\"font-weight: 400;\"> \u00e8 stato inizialmente creato nel 2018 per i Paesi a rischio di inondazioni come India e Bangladesh.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Da allora, Grey Nearing e i suoi colleghi di Google hanno migliorato il sistema integrando i dati di flusso dei torrenti disponibili pubblicamente, forniti dall'Organizzazione meteorologica mondiale, e le previsioni meteorologiche a terra e satellitari.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nearing ha sottolineato la progressione dello strumento: \"Uno dei limiti dei modelli idrologici tradizionali \u00e8 che sono davvero precisi soprattutto nei luoghi in cui sono ben calibrati\". <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\"I modelli di intelligenza artificiale, pur essendo basati sui dati, apprendono comportamenti idrologici generali e sono in grado di spostarsi meglio da una localit\u00e0 all'altra\".<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nearing e il suo team hanno condotto test approfonditi sul sistema di intelligenza artificiale utilizzando oltre 5.000 misurazioni del flusso d'acqua dal 1984 al 2021. \u00c8 sorprendente che le previsioni fatte con quattro giorni di anticipo siano state altrettanto precise di quelle che la maggior parte dei sistemi attuali pu\u00f2 stimare nello stesso giorno.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Nearing ha osservato: \"Se si va al nostro Flood Hub e si guardano le previsioni a quattro giorni da oggi, si otterranno informazioni accurate quanto quelle che si sarebbero ottenute con il sistema esistente se si fosse andati a cercare oggi\". <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00c8 possibile <\/span><a href=\"https:\/\/sites.research.google\/floods\/l\/59.3329255363872\/10.171451329743743\/6\"><span style=\"font-weight: 400;\">esplorate lo strumento qui<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Attualmente, il Flood Hub di Google fornisce dati per oltre 460 milioni di persone in pi\u00f9 di 80 Paesi e invia avvisi di alluvione dall'ottobre 2022.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Come la modellazione delle alluvioni di Google \u00e8 migliorata nel tempo<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Le inondazioni sono il disastro naturale pi\u00f9 frequente, con un costo annuo di circa $10 miliardi di danni e un impatto sulla vita di innumerevoli persone, <\/span><a href=\"https:\/\/blog.google\/technology\/ai\/expanding-our-ml-based-flood-forecasting\/\"><span style=\"font-weight: 400;\">Google ha dichiarato<\/span><\/a><span style=\"font-weight: 400;\"> nel 2021.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Questo prima delle alluvioni in Pakistan, che <\/span><a href=\"https:\/\/www.reuters.com\/world\/asia-pacific\/initial-economic-losses-pakistan-floods-least-10-bln-planning-minister-2022-08-29\/#\"><span style=\"font-weight: 400;\">costano circa $10mld<\/span><\/a><span style=\"font-weight: 400;\"> a s\u00e9 stanti.<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"Quando i fiumi si alzano: come l&#039;intelligenza artificiale aiuta a prevedere le inondazioni\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/Mz0ikfuE_z0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<h3><span style=\"font-weight: 400;\">Analisi previsionale dell'acqua<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">La pietra miliare della previsione delle alluvioni \u00e8 la previsione delle potenziali piene dei fiumi. I modelli idrologici, che prevedono i livelli d'acqua o le portate dei fiumi sulla base di input come le precipitazioni o le misurazioni a monte, sono indispensabili.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Un altro modello, il modello di inondazione, simula il comportamento dell'acqua mentre si muove attraverso la pianura alluvionale. Ci\u00f2 consente un'analisi pi\u00f9 localizzata dei luoghi in cui le inondazioni potrebbero colpire.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Rete neurale<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Nel 2020, Google ha introdotto HydroNets, una struttura di rete neurale profonda unica nel suo genere, pensata per la previsione del livello dell'acqua.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Strutturandosi attorno alla rete fluviale analizzata, HydroNets consente alle localit\u00e0 a monte di trasmettere dati critici ai modelli a valle.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Google ha recentemente sviluppato un modello di intelligenza artificiale per <a href=\"https:\/\/dailyai.com\/it\/2023\/08\/google-and-american-airlines-collaborate-on-ai-to-reduce-polluting-contrails\/\">ridurre l'inquinamento degli aerei<\/a>sottolineando l'impegno dell'azienda nello sviluppo di nuovi modelli per il trattamento delle malattie primarie. <\/span><span style=\"font-weight: 400;\">per scopi non commerciali.\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>L'intelligenza artificiale di Google per la previsione delle inondazioni, denominata \"Flood Hub\", \u00e8 ora in grado di prevedere i potenziali eventi alluvionali con quattro giorni di anticipo, anche nelle regioni in cui i dati sul flusso dell'acqua sono scarsi, come il Sud America e l'Africa.  In alcuni casi in cui i dati sono abbondanti, l'intelligenza artificiale di Google \u00e8 in grado di prevedere le inondazioni con circa sette giorni di anticipo.  Storicamente, l'accuratezza delle previsioni delle inondazioni \u00e8 stata legata alla disponibilit\u00e0 di dati precisi sul flusso dell'acqua. Mentre le regioni ricche hanno spesso accesso a queste informazioni critiche, molte aree, soprattutto nei Paesi a basso reddito, non ne hanno.  Come descritto in un recente articolo, i pi\u00f9 recenti metodi di Google hanno notevolmente migliorato la precisione dei dati.<\/p>","protected":false},"author":2,"featured_media":4483,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[127,163,102,105],"class_list":["post-4482","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-ai","tag-ai-risks","tag-google","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google\u2019s AI flood detection system predicts floods four days in advance | DailyAI<\/title>\n<meta name=\"description\" content=\"Google&#039;s flood prediction AI, dubbed the &quot;Flood Hub,&quot; can now forecast potential flooding events four days in advance, even in regions where water flow data is scarce, such as South America and Africa.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/it\/2023\/08\/googles-ai-flood-detection-system-predicts-floods-four-days-in-advance\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Google\u2019s AI flood detection system predicts floods four days in advance | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Google&#039;s flood prediction AI, dubbed the &quot;Flood Hub,&quot; 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