{"id":50113,"date":"2026-04-29T10:22:25","date_gmt":"2026-04-29T08:22:25","guid":{"rendered":"https:\/\/cmm.imgw.pl\/?p=50113"},"modified":"2026-04-29T10:23:31","modified_gmt":"2026-04-29T08:23:31","slug":"pracownicy-imgw-pib-na-warsztatach-eumetnet-e-ai","status":"publish","type":"post","link":"https:\/\/cmm.imgw.pl\/?p=50113","title":{"rendered":"Pracownicy IMGW-PIB na warsztatach EUMETNET E-AI 2026"},"content":{"rendered":"

<\/strong><\/p>\n

W dniach 20\u201324 kwietnia 2026 r. w Zagrzebiu (Chorwacja) odby\u0142y si\u0119 warsztaty EUMETNET E-AI Spring Workshop pod has\u0142em „Products and Services”. Wsp\u00f3\u0142gospodarzami wydarzenia by\u0142y chorwacka (DHMZ) i niemiecka (DWD) s\u0142u\u017cba meteorologiczna.<\/p>\n

W warsztatach uczestniczyli eksperci reprezentuj\u0105cy europejskie krajowe s\u0142u\u017cby meteorologiczne, instytucje badawcze oraz organizacje takie jak ECMWF czy EUMETSAT, prezentuj\u0105c najnowsze osi\u0105gni\u0119cia z zakresu sztucznej inteligencji. W spotkaniu aktywnie wzi\u0119li tak\u017ce udzia\u0142 pracownicy IMGW-PIB.<\/p>\n

Inicjatywa E-AI w ramach EUMETNET ma na celu rozw\u00f3j, koordynacj\u0119 i wymian\u0119 do\u015bwiadcze\u0144 w zakresie wykorzystania sztucznej inteligencji (AI) i uczenia maszynowego (ML) w meteorologii. Warsztaty s\u0142u\u017c\u0105 prezentacji najnowszych narz\u0119dzi oraz u\u0142atwieniu transferu technologii ze \u015brodowiska badawczego do operacyjnego.<\/p>\n

Program tegorocznych warsztat\u00f3w by\u0142 bardzo bogaty i obejmowa\u0142 m.in. prawne i etyczne aspekty stosowania sztucznej inteligencji, a tak\u017ce wykorzystanie wielkich modeli j\u0119zykowych (LLM) w s\u0142u\u017cbach meteorologicznych (jak np. asystent DAWID rozwijany przez niemiecki DWD). Omawiano zastosowanie AI w r\u00f3\u017cnorodnych dziedzinach: od nowcastingu i kr\u00f3tkoterminowych prognoz pogody, przez prognozowanie st\u0119\u017cenia zanieczyszcze\u0144 powietrza, a\u017c po wsparcie os\u0142ony meteorologicznej lotnictwa.<\/p>\n

Uczestnicy delegacji IMGW-PIB wzi\u0119li udzia\u0142 nie tylko w sesjach referatowych, ale r\u00f3wnie\u017c w zaj\u0119ciach praktycznych (hands-on). Dotyczy\u0142y one m.in. downscalingu, obs\u0142ugi systemu DAWID oraz nowoczesnego formatu przechowywania danych Zarr. Zaprezentowano i testowano r\u00f3wnie\u017c r\u00f3\u017cnorodne frameworki i biblioteki u\u017cywane w meteorologii, takie jak RACCOONN, MFAI, FRAIM, MLCast czy Earthkit.<\/p>\n

Podczas sesji plakatowej na warsztatach pracownik IMGW-PIB zaprezentowa\u0142 wyniki bada\u0144 prowadzonych w ramach LMM „Improving forecast quality through AI-based multi-model ensembles”.<\/p>\n

Wnioski p\u0142yn\u0105ce z tegorocznego spotkania s\u0105 jednoznaczne: rozw\u00f3j sztucznej inteligencji oraz jej rosn\u0105ce zastosowanie w operacyjnej os\u0142onie meteorologicznej to trend, kt\u00f3rego nie mo\u017cna zignorowa\u0107. Jak podkre\u015blaj\u0105 uczestnicy wyjazdu, dla rozwoju Instytutu \u2013 w szczeg\u00f3lno\u015bci Laboratorium Modelowania Meteorologicznego \u2013 kluczowe jest sta\u0142e poznawanie i adaptowanie narz\u0119dzi rozwijanych przez EUMETNET, ECMWF i zaprzyja\u017anione s\u0142u\u017cby hydrologiczno-meteorologiczne. Wsp\u00f3\u0142praca w ramach projekt\u00f3w mi\u0119dzynarodowych staje si\u0119 niezb\u0119dnym fundamentem do wdra\u017cania innowacji w naszej codziennej pracy.<\/p>\n

<\/p>\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

W dniach 20\u201324 kwietnia 2026 r. w Zagrzebiu (Chorwacja) odby\u0142y si\u0119 warsztaty EUMETNET E-AI Spring Workshop pod has\u0142em „Products and Services”. Wsp\u00f3\u0142gospodarzami wydarzenia by\u0142y chorwacka (DHMZ) i niemiecka (DWD) s\u0142u\u017cba meteorologiczna. W warsztatach uczestniczyli eksperci reprezentuj\u0105cy europejskie krajowe s\u0142u\u017cby meteorologiczne, instytucje badawcze oraz organizacje takie jak ECMWF czy EUMETSAT, prezentuj\u0105c najnowsze osi\u0105gni\u0119cia z zakresu sztucznej […]<\/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":[93],"tags":[],"yoast_head":"\nPracownicy IMGW-PIB na warsztatach EUMETNET E-AI 2026 - Laboratorium Modelowania Meteorologicznego CMOK IMGW-PIB<\/title>\n<meta name=\"description\" content=\"20 kwietnia w Zagrzebiu wystartowa\u0142y warsztaty EUMETNET E-AI Spring Workshop pod has\u0142em "Products and Services". 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