{"id":47093,"date":"2025-10-23T14:23:02","date_gmt":"2025-10-23T12:23:02","guid":{"rendered":"https:\/\/cmm.imgw.pl\/?p=47093"},"modified":"2025-10-23T14:28:18","modified_gmt":"2025-10-23T12:28:18","slug":"prognozy-wspierane-narzedziami-ai-juz-dostepne-na-modele-imgw-pl","status":"publish","type":"post","link":"https:\/\/cmm.imgw.pl\/?p=47093","title":{"rendered":"Prognozy wspierane narz\u0119dziami AI ju\u017c dost\u0119pne na modele.imgw.pl"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"614\" src=\"https:\/\/cmm.imgw.pl\/wp-content\/uploads\/2025\/10\/Obraz1-2-1024x614.png\" alt=\"\" class=\"wp-image-47094\" srcset=\"https:\/\/cmm.imgw.pl\/wp-content\/uploads\/2025\/10\/Obraz1-2-1024x614.png 1024w, https:\/\/cmm.imgw.pl\/wp-content\/uploads\/2025\/10\/Obraz1-2-300x180.png 300w, https:\/\/cmm.imgw.pl\/wp-content\/uploads\/2025\/10\/Obraz1-2-768x460.png 768w, https:\/\/cmm.imgw.pl\/wp-content\/uploads\/2025\/10\/Obraz1-2.png 1386w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><strong>Najnowszy system prognozowania AIFS od ECMWF<\/strong><\/figcaption><\/figure>\n\n\n\n<p><strong>Dost\u0119p do du\u017cych zbior\u00f3w danych meteorologicznych i wykorzystanie technologii uczenia maszynowego umo\u017cliwiaj\u0105 przygotowanie prognoz bez konieczno\u015bci rozwi\u0105zywania z\u0142o\u017conych r\u00f3wna\u0144, uwzgl\u0119dniaj\u0105cych za\u0142o\u017cenia oparte na fizyce atmosfery i parametryzacji proces\u00f3w podskalowych, jak ma to miejsce w tradycyjnych modelach numerycznych (NWP).<\/strong><\/p>\n\n\n\n<p><strong>Europejskie Centrum Prognoz \u015arednioterminowych ECMWF wykorzystuje techniki AI i&nbsp;w&nbsp;lutym 2025 roku zdecydowa\u0142o si\u0119 wdro\u017cy\u0107 do pracy operacyjnej nowy system AIFS. W&nbsp;lipcu br. uruchomiono r\u00f3wnie\u017c wersj\u0119 zespo\u0142ow\u0105, czyli tzw. prognozy wi\u0105zkowe (ensemble). Od dzi\u015b prognozy systemu AIFS s\u0105 dost\u0119pne r\u00f3wnie\u017c na stronie modele.imgw.pl.<\/strong><\/p>\n\n\n\n<p>Zintegrowany System Prognozowania (AIFS) opiera si\u0119 na zestawie narz\u0119dzi (Anemoi, z greckiego: \u201eWiatry\u201d), kt\u00f3ry zapewnia wydajne modu\u0142y i potoki do tworzenia i trenowania masowo r\u00f3wnoleg\u0142ych modeli prognozowania opartych na sztucznej inteligencji (AI). Pierwotna wersja AIFS zosta\u0142a wytrenowana na podzbiorze reanalizy ERA5 z lat 1979\u20132018 i dostrojona do operacyjnych danych IFS z lat 2019\u20132020. Standardowo do treningu wykorzystywane s\u0105 pola poziomu ci\u015bnienia i pola powierzchni, a tak\u017ce dane wymuszaj\u0105ce, takie jak pora roku i&nbsp;nas\u0142onecznienie. Treningowe dane wej\u015bciowe i wyj\u015bciowe maj\u0105 rozdzielczo\u015b\u0107 oko\u0142o jednego stopnia. AIFS dzia\u0142a r\u00f3wnolegle do klasycznego, fizycznego modelu IFS\/HRES, oba modele korzystaj\u0105 z tych samych danych pocz\u0105tkowych ECMWF. Model dostarcza prognoz z aktualizacj\u0105 4 razy na dob\u0119, z rozdzielczo\u015bci\u0105 przestrzenn\u0105 0.25 stopnia i czasow\u0105 6 godzin.<\/p>\n\n\n\n<p>Na stronie modele.imgw.pl dost\u0119pne b\u0119d\u0105 dwie realizacje modelu AIFS:<\/p>\n\n\n\n<ul>\n<li>prognoza \u015brednioterminowa dla Polski w horyzoncie 10 kolejnych dni. Dost\u0119pna <a href=\"https:\/\/modele.imgw.pl\/cmm\/?page_id=46950\" target=\"_blank\" rel=\"noreferrer noopener\">tutaj<\/a> dla parametr\u00f3w: temperatura powietrza na 2m, temperatura powierzchni gruntu, opad atmosferyczny, wilgotno\u015b\u0107 wzgl\u0119dna powietrza, ci\u015bnienie atmosferyczne, wiatr oraz zachmurzenie chmurami pi\u0119tra niskiego i \u015bredniego w dzie\u0144;<\/li>\n\n\n\n<li>prognoza wi\u0105zkowa dla Polski \u2013 zestawienia 12h na 10 dni z analiz\u0105 parametr\u00f3w takich jak maksymalna i minimalna temperatura powietrza na wysoko\u015bci 2 m n.p.g., opad ca\u0142kowity i maksymalna pr\u0119dko\u015b\u0107 wiatru. Dost\u0119pna ju\u017c wkr\u00f3tce.<\/li>\n<\/ul>\n\n\n\n<p>AIFS jest pe\u0142noprawnym systemem operacyjnym ECMWF, wspieranym i monitorowanym tak samo jak g\u0142\u00f3wny model fizyczny IFS. Oceny i analizy por\u00f3wnawcze wskazuj\u0105 konkurencyjn\u0105 jako\u015b\u0107 AIFS w horyzoncie do 15 dni, natomiast wyniki predykcji mog\u0105 r\u00f3\u017cni\u0107 si\u0119 przy zmiennej i sytuacji pogodowej. ECMWF stale publikuje aktualizacje tego modelu.<\/p>\n\n\n\n<p>Wi\u0119cej o za\u0142o\u017ceniach, rozwoju i weryfikacji systemu AIFS na stronie ECMWF pod adresem <a href=\"https:\/\/www.ecmwf.int\/en\/newsletter\/178\/news\/aifs-new-ecmwf-forecasting-system\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.ecmwf.int\/en\/newsletter\/178\/news\/aifs-new-ecmwf-forecasting-system<\/a> lub w publikacjach:<\/p>\n\n\n\n<ul>\n<li>AIFS &#8212; ECMWF&#8217;s data-driven forecasting system <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2406.01465\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.48550\/arXiv.2406.01465<\/a><\/li>\n\n\n\n<li>Comparative Analysis of Precipitation Forecasts between the ECMWF Artificial Intelligence System (AIFS) and Its Integrated Forecast System (IFS) <a href=\"https:\/\/doi.org\/10.1175\/WAF-D-24-0227.1\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.1175\/WAF-D-24-0227.1<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Europejskie Centrum Prognoz \u015arednioterminowych ECMWF wykorzystuje techniki AI i w lutym 2025 roku zdecydowa\u0142o si\u0119 wdro\u017cy\u0107 do pracy operacyjnej nowy system AIFS. W lipcu br. uruchomiono r\u00f3wnie\u017c wersj\u0119 zespo\u0142ow\u0105, czyli tzw. prognozy wi\u0105zkowe (ensemble). Od dzi\u015b prognozy systemu AIFS s\u0105 dost\u0119pne r\u00f3wnie\u017c na stronie modele.imgw.pl.<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"","ocean_second_sidebar":"","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"","ocean_custom_header_template":"","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"","ocean_menu_typo_font_family":"","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"on","ocean_gallery_id":[]},"categories":[137,52],"tags":[284,503,171,85,437,76,163,71,67,502],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.5.1 - 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