{"id":377982,"date":"2025-05-12T09:37:35","date_gmt":"2025-05-12T07:37:35","guid":{"rendered":"https:\/\/climatescience.press\/?p=377982"},"modified":"2025-05-12T09:37:37","modified_gmt":"2025-05-12T07:37:37","slug":"noaas-forecast-model-has-a-drop-out-problem","status":"publish","type":"post","link":"https:\/\/climatescience.press\/?p=377982","title":{"rendered":"NOAA&#8217;s Forecast Model Has A Drop Out Problem"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"407\" data-attachment-id=\"377993\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=377993\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?fit=2560%2C1440&amp;ssl=1\" data-orig-size=\"2560,1440\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"0xyakAi0\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?fit=723%2C407&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?resize=723%2C407&#038;ssl=1\" alt=\"\" class=\"wp-image-377993\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?resize=1536%2C864&amp;ssl=1 1536w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?resize=2048%2C1152&amp;ssl=1 2048w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?resize=1200%2C675&amp;ssl=1 1200w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?w=1446&amp;ssl=1 1446w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?w=2169&amp;ssl=1 2169w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">From <a href=\"https:\/\/cliffmass.blogspot.com\/2025\/05\/noaas-forecast-model-has-drop-out.html\">Cliff Mass Weather Blog<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By <a href=\"https:\/\/twitter.com\/cliffmass?ref_src=twsrc%5Etfw\">CliffMass<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many weather scientists have noted that NOAA&#8217;s global weather prediction model, the GFS, is now in fourth place, behind the European Center, the UK Meteorology Office, and the Canadians.&nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>This is pretty depressing considering the U.S. spends more on weather prediction research and development than all those groups combined.<\/strong>&nbsp; This NOAA global model is the foundation of U.S. operational weather prediction efforts; thus, Americans are experiencing inferior weather forecasts as a result.&nbsp;&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"474\" data-attachment-id=\"377984\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=377984\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?fit=1452%2C952&amp;ssl=1\" data-orig-size=\"1452,952\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?fit=723%2C474&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?resize=723%2C474&#038;ssl=1\" alt=\"\" class=\"wp-image-377984\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?resize=1024%2C671&amp;ssl=1 1024w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?resize=300%2C197&amp;ssl=1 300w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?resize=768%2C504&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?resize=1200%2C787&amp;ssl=1 1200w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-146.png?w=1452&amp;ssl=1 1452w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>But it is worse than that.<\/strong>&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">NOAA global predictions have a severe &#8220;drop out&#8221; problem in which there are sharp, precipitous declines in forecast skill.&nbsp;&nbsp;<strong>Major declines in skill not shared by other major weather prediction centers.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Let me show you.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Below are the skills of various modeling systems from April over the northern hemisphere.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It evaluates the ability of models to get things right in the middle of the troposphere&#8230;around 18,000 ft (500 hPa pressure)&#8211;for a day 6 forecast.&nbsp; &nbsp; 1 indicated perfect score.&nbsp; Above about .8 the forecast is quite useful.&nbsp; Below ~.65 not so much.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The best forecast is the European Center (red line), while the US model (black line) is generally much less skillful.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Note that sometimes the US model skill drops like a rock to below .7 and on one date to below .6.&nbsp;&nbsp;<\/strong>These are drop outs&#8230;and represent severe loss of skill.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Note that the European model almost never does the same.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"386\" data-attachment-id=\"377985\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=377985\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?fit=1862%2C992&amp;ssl=1\" data-orig-size=\"1862,992\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?fit=723%2C386&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?resize=723%2C386&#038;ssl=1\" alt=\"\" class=\"wp-image-377985\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?resize=1024%2C546&amp;ssl=1 1024w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?resize=300%2C160&amp;ssl=1 300w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?resize=768%2C409&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?resize=1536%2C818&amp;ssl=1 1536w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?resize=1200%2C639&amp;ssl=1 1200w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?w=1862&amp;ssl=1 1862w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-147.png?w=1446&amp;ssl=1 1446w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">During the past few days (May 3-4), the U.S. model had another loss of skill (day 5 is shown in this graphic, with red being the US model, blue and black the European Center).\u00a0 Very bad.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"482\" data-attachment-id=\"377987\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=377987\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-148.png?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-148.png?fit=723%2C482&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-148.png?resize=723%2C482&#038;ssl=1\" alt=\"\" class=\"wp-image-377987\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-148.png?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-148.png?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-148.png?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-148.png?w=1200&amp;ssl=1 1200w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Certain atmospheric flow patterns appear to give the US model a hard time.\u00a0 \u00a0One of them is an\u00a0<strong>omega block<\/strong>, in which a ridge (high) has two troughs (lows) on both sides.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"722\" height=\"564\" data-attachment-id=\"377989\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=377989\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-150.png?fit=722%2C564&amp;ssl=1\" data-orig-size=\"722,564\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-150.png?fit=722%2C564&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-150.png?resize=722%2C564&#038;ssl=1\" alt=\"\" class=\"wp-image-377989\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-150.png?w=722&amp;ssl=1 722w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-150.png?resize=300%2C234&amp;ssl=1 300w\" sizes=\"auto, (max-width: 722px) 100vw, 722px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">In fact, we had a version of this during the past week (see below)<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"723\" height=\"534\" data-attachment-id=\"377990\" data-permalink=\"https:\/\/climatescience.press\/?attachment_id=377990\" data-orig-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?fit=1600%2C1182&amp;ssl=1\" data-orig-size=\"1600,1182\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"image\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?fit=723%2C534&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?resize=723%2C534&#038;ssl=1\" alt=\"\" class=\"wp-image-377990\" srcset=\"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?resize=1024%2C756&amp;ssl=1 1024w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?resize=300%2C222&amp;ssl=1 300w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?resize=768%2C567&amp;ssl=1 768w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?resize=1536%2C1135&amp;ssl=1 1536w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?resize=1200%2C887&amp;ssl=1 1200w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?w=1600&amp;ssl=1 1600w, https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/image-151.png?w=1446&amp;ssl=1 1446w\" sizes=\"auto, (max-width: 723px) 100vw, 723px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Important:&nbsp; this dropout problem has been going on for years and has nothing to do with budget cutbacks, fired personnel, or some weather balloons not being launched.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Let us be clear.&nbsp; &nbsp;T<strong>he U.S. needs a vital, state-of-science NOAA, with weather prediction capabilities that are the best that weather science can provide.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Many of us in the weather community understand what is wrong with NOAA and have concrete ideas on how to fix this unfortunate situation.&nbsp; &nbsp; I have written two published papers on the topic and have served on several national committees that provided strong recommendations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The current administration wants to fix NOAA and make American weather prediction &#8220;great again.&#8221;<\/strong>&nbsp; &nbsp;But during the first months of their tenure, it has made serious errors, such as mindlessly firing junior staff.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Will they talk to the meteorological community to develop a science-informed plan that could greatly improve U.S. environmental prediction and do so at a lesser cost than today?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">I hope so.&nbsp; It would be a home run for the American people.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">_______<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Announcement<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>I will hold a special online Zoom session at 10 AM on Saturday for&nbsp;<a href=\"https:\/\/www.patreon.com\/cliffmass\">Patreon supporters<\/a>.&nbsp; Will answer questions, talk about the spring forecast, and perhaps discuss the current NOAA situation.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Many weather scientists have noted that NOAA&#8217;s global weather prediction model, the GFS, is now in fourth place, behind the European Center, the UK Meteorology Office, and the Canadians.\u00a0 \u00a0<\/p>\n","protected":false},"author":121246920,"featured_media":377993,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[1],"tags":[691835015,691835013,691833237,691835016,691835014],"class_list":["post-377982","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-european-model","tag-global-weather-prediction-model","tag-noaa-national-oceanic-and-atmospheric-administration","tag-us-model","tag-weather-prediction","fallback-thumbnail"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/climatescience.press\/wp-content\/uploads\/2025\/05\/0xyakAi0.jpg?fit=2560%2C1440&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/paxLW1-1Aku","jetpack-related-posts":[{"id":418046,"url":"https:\/\/climatescience.press\/?p=418046","url_meta":{"origin":377982,"position":0},"title":"NOAA deploys new generation of AI-driven global weather models\u00a0","author":"uwe.roland.gross","date":"12\/21\/2025","format":false,"excerpt":"NOAA has launched a groundbreaking new suite of operational, artificial intelligence (AI)-driven global weather prediction models, marking a significant advancement in forecast speed, efficiency, and accuracy. 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