{"id":17690,"date":"2025-10-03T10:00:16","date_gmt":"2025-10-03T08:00:16","guid":{"rendered":"https:\/\/www.slovensko.ai\/?p=17690"},"modified":"2025-10-02T14:47:43","modified_gmt":"2025-10-02T12:47:43","slug":"ai-zlepsuje-predpoved-zaplav-v-rizikovych-oblastiach","status":"publish","type":"post","link":"https:\/\/www.slovensko.ai\/en\/ai-zlepsuje-predpoved-zaplav-v-rizikovych-oblastiach\/","title":{"rendered":"AI zlep\u0161uje predpove\u010f z\u00e1plav v rizikov\u00fdch oblastiach"},"content":{"rendered":"
<\/span> 435<\/span> Viden\u00ed<\/span><\/div>

V\u00fdskumn\u00edci vyvinuli nov\u00fd AI model na predpove\u010f z\u00e1plav<\/strong>, ktor\u00fd dok\u00e1\u017ee s a\u017e 6-n\u00e1sobne vy\u0161\u0161ou presnos\u0165ou<\/strong> identifikova\u0165 hroziace riziko ne\u017e tradi\u010dn\u00e9 syst\u00e9my. Model vyu\u017e\u00edva historick\u00e9 \u00fadaje o zr\u00e1\u017ekach, povodniach a p\u00f4dnych podmienkach<\/strong>, ktor\u00e9 kombinuje s aktu\u00e1lnymi meteorologick\u00fdmi predikciami. V\u010faka tomu umo\u017e\u0148uje v\u010dasnej\u0161ie varovanie obyvate\u013eov a samospr\u00e1v<\/strong>, najm\u00e4 v zranite\u013en\u00fdch oblastiach, kde s\u00fa dopady z\u00e1plav najhor\u0161ie.<\/p>\n

\u010co rob\u00ed AI predpove\u010f presnej\u0161ou ne\u017e tradi\u010dn\u00e9 modely?<\/strong><\/h3>\n

Umel\u00e1 inteligencia analyzuje d\u00e1ta komplexnej\u0161ie a dynamickej\u0161ie<\/strong> ne\u017e be\u017en\u00e9 hydrologick\u00e9 modely. Zoh\u013ead\u0148uje faktory, ktor\u00e9 tradi\u010dn\u00e9 syst\u00e9my \u010dasto prehliadaj\u00fa alebo nevedia r\u00fdchlo spracova\u0165, ako napr\u00edklad:<\/p>\n

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    R\u00fdchlos\u0165 vsakovania p\u00f4dy<\/strong><\/p>\n<\/li>\n

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    Zmena krajinn\u00e9ho pokrytia<\/strong><\/p>\n<\/li>\n

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    Hist\u00f3ria z\u00e1plav v danom regi\u00f3ne<\/strong><\/p>\n<\/li>\n

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    Kombinovan\u00e9 efekty siln\u00e9ho da\u017e\u010fa a topenia snehu<\/strong><\/p>\n<\/li>\n<\/ul>\n

    V\u00fdhody AI predpovedania z\u00e1plav:<\/strong><\/p>\n

    \n
    \n\n\n\n\n\n\n\n\n
    Tradi\u010dn\u00e9 modely<\/th>\nAI modely<\/th>\n<\/tr>\n<\/thead>\n
    Statick\u00e9 v\u00fdpo\u010dty<\/td>\nNeust\u00e1le u\u010denie a zlep\u0161ovanie<\/td>\n<\/tr>\n
    Mierne presn\u00e9 varovania<\/td>\nPresnos\u0165 zv\u00fd\u0161en\u00e1 a\u017e 6-n\u00e1sobne<\/td>\n<\/tr>\n
    Obmedzen\u00fd rozsah d\u00e1t<\/td>\nIntegr\u00e1cia ve\u013ek\u00e9ho objemu d\u00e1t<\/td>\n<\/tr>\n
    Reakcia s oneskoren\u00edm<\/td>\nTakmer okam\u017eit\u00e9 spracovanie \u00fadajov<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n

    Kde sa tento AI syst\u00e9m u\u017e pou\u017e\u00edva?<\/strong><\/h3>\n

    Model bol testovan\u00fd v pilotn\u00fdch oblastiach v Banglad\u00e9\u0161i, Indii a subsaharskej Afrike<\/strong>, kde s\u00fa z\u00e1plavy \u010dast\u00fdm a ni\u010div\u00fdm javom. Spolupr\u00e1cou s miestnymi \u00faradmi<\/strong> a mimovl\u00e1dnymi organiz\u00e1ciami sa AI n\u00e1stroje integrovali do lok\u00e1lnych v\u00fdstra\u017en\u00fdch syst\u00e9mov<\/strong>. V niektor\u00fdch pr\u00edpadoch dok\u00e1zal syst\u00e9m vyda\u0165 varovanie a\u017e o 12 hod\u00edn sk\u00f4r<\/strong> ne\u017e klasick\u00fd model.<\/p>\n

    Pr\u00edklad z Banglad\u00e9\u0161a:<\/strong><\/p>\n

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      AI model v\u010das identifikoval hrozbu z\u00e1plav pri rieke Brahmaputra.<\/p>\n<\/li>\n

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      Obyvatelia boli evakuovan\u00ed s predstihom 10 hod\u00edn.<\/p>\n<\/li>\n

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      Po\u010det obet\u00ed bol nulov\u00fd \u2013 v oblasti, kde by be\u017ene zahynulo 20\u201350 \u013eud\u00ed.<\/p>\n<\/li>\n<\/ul>\n

      Ak\u00fd m\u00e1 tento pokrok v\u00fdznam pre Slovensko a Eur\u00f3pu?<\/strong><\/h3>\n

      Aj ke\u010f Slovensko nie je povod\u0148ovo extr\u00e9mne rizikov\u00e9, regi\u00f3ny ako Pova\u017eie, Liptov alebo v\u00fdchodn\u00e9 Slovensko<\/strong> \u010delia \u010doraz \u010dastej\u0161\u00edm bleskov\u00fdm z\u00e1plav\u00e1m. Integr\u00e1cia AI do meteorologick\u00fdch syst\u00e9mov SHM\u00da<\/strong> by mohla pom\u00f4c\u0165:<\/p>\n

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        Skor\u0161ie identifikova\u0165 rizikov\u00e9 oblasti.<\/p>\n<\/li>\n

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        Vyd\u00e1va\u0165 lokalizovan\u00e9 v\u00fdstrahy<\/strong>.<\/p>\n<\/li>\n

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        Zlep\u0161i\u0165 koordin\u00e1ciu medzi z\u00e1chrann\u00fdmi zlo\u017ekami a samospr\u00e1vami<\/strong>.<\/p>\n<\/li>\n<\/ul>\n

        Pod\u013ea odborn\u00edkov by sta\u010dilo prepoji\u0165 AI predikcie s u\u017e existuj\u00facimi senzorick\u00fdmi a radarov\u00fdmi d\u00e1tami<\/strong>, ktor\u00e9 SHM\u00da zhroma\u017e\u010fuje.<\/p>\n

        Ak\u00e9 s\u00fa limity a \u010do treba \u010falej rie\u0161i\u0165?<\/strong><\/h3>\n

        Hoci AI syst\u00e9m vykazuje s\u013eubn\u00e9 v\u00fdsledky, nie je \u00faplne bez obmedzen\u00ed:<\/p>\n

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          Potrebuje kvalitn\u00e9 a dostupn\u00e9 historick\u00e9 d\u00e1ta<\/strong>.<\/p>\n<\/li>\n

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          Vy\u017eaduje technick\u00fa infra\u0161trukt\u00faru<\/strong> \u2013 najm\u00e4 v menej rozvinut\u00fdch oblastiach.<\/p>\n<\/li>\n

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          Nedok\u00e1\u017ee eliminova\u0165 v\u0161etky nepresnosti<\/strong> \u2013 najm\u00e4 pri extr\u00e9mnych a r\u00fdchlo meniace sa javoch.<\/p>\n<\/li>\n<\/ul>\n

          Z\u00e1ver<\/h4>\n

          Umel\u00e1 inteligencia sa \u010doraz viac ukazuje ako k\u013e\u00fa\u010dov\u00fd n\u00e1stroj v predch\u00e1dzan\u00ed katastrof\u00e1m<\/strong>. V oblasti predikcie z\u00e1plav m\u00f4\u017ee ma\u0165 re\u00e1lny dopad na \u017eivoty tis\u00edcov \u013eud\u00ed<\/strong>, a to aj v geograficky vzdialen\u00fdch a menej rozvinut\u00fdch regi\u00f3noch. Kombin\u00e1cia d\u00e1t, AI a v\u010dasn\u00e9ho varovania<\/strong> tak predstavuje bud\u00facnos\u0165 kr\u00edzov\u00e9ho riadenia.<\/p>","protected":false},"excerpt":{"rendered":"

          435 Viden\u00edV\u00fdskumn\u00edci vyvinuli nov\u00fd AI model na predpove\u010f z\u00e1plav, ktor\u00fd dok\u00e1\u017ee s a\u017e 6-n\u00e1sobne vy\u0161\u0161ou presnos\u0165ou identifikova\u0165 hroziace riziko ne\u017e tradi\u010dn\u00e9 syst\u00e9my. Model vyu\u017e\u00edva historick\u00e9 \u00fadaje o zr\u00e1\u017ekach, povodniach a p\u00f4dnych podmienkach, ktor\u00e9 kombinuje s aktu\u00e1lnymi meteorologick\u00fdmi predikciami. V\u010faka tomu umo\u017e\u0148uje v\u010dasnej\u0161ie varovanie obyvate\u013eov a samospr\u00e1v, najm\u00e4 v zranite\u013en\u00fdch oblastiach, kde s\u00fa dopady z\u00e1plav najhor\u0161ie. […]<\/p>\n","protected":false},"author":5,"featured_media":17692,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[51],"tags":[377,79,53],"class_list":["post-17690","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai-novinky","tag-slovensko-ai","tag-umela-inteligencia"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17690"}],"collection":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/comments?post=17690"}],"version-history":[{"count":1,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17690\/revisions"}],"predecessor-version":[{"id":17696,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/posts\/17690\/revisions\/17696"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media\/17692"}],"wp:attachment":[{"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/media?parent=17690"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/categories?post=17690"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.slovensko.ai\/en\/wp-json\/wp\/v2\/tags?post=17690"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}