{"id":74,"date":"2025-11-13T14:51:24","date_gmt":"2025-11-13T20:51:24","guid":{"rendered":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/?page_id=74"},"modified":"2026-01-13T12:21:54","modified_gmt":"2026-01-13T18:21:54","slug":"isn","status":"publish","type":"page","link":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/isn\/","title":{"rendered":"IntenseStormNet"},"content":{"rendered":"\n<p>The IntenseStormNet model uses GOES&nbsp;<a href=\"https:\/\/www.goes-r.gov\/spacesegment\/abi.html\" target=\"_blank\" rel=\"noreferrer noopener\">ABI<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/www.goes-r.gov\/spacesegment\/glm.html\" target=\"_blank\" rel=\"noreferrer noopener\">GLM<\/a>&nbsp;data to detect the most intense regions of convection probabilistically. The model is a convolutional neural network that can be run in real-time on CONUS or mesoscale sectors, and is extensible to other domains with GOES satellite coverage. IntenseStormNet output is used as a predictor in <a href=\"https:\/\/cimss.ssec.wisc.edu\/probsevere\/ps\/\" data-type=\"page\" data-id=\"57\">ProbSevere v3<\/a> models.<\/p>\n\n\n\n<p>See this&nbsp;<a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/archives\/34480\">blog post<\/a>&nbsp;for a succinct introduction to IntenseStormNet. Other related posts can be found on the&nbsp;<a href=\"https:\/\/cimss.ssec.wisc.edu\/satellite-blog\/archives\/tag\/icp\">CIMSS satellite blog<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/goesrhwt.blogspot.com\/search?q=ICP\">GOES-R HWT blog.<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/cimss.ssec.wisc.edu\/probsevere\/isn_viewer\" data-type=\"page\" data-id=\"98\">Real-time data viewer<\/a><\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1019\" height=\"871\" src=\"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-content\/uploads\/sites\/29\/2025\/11\/quick_anim_20200522.gif\" alt=\"\" class=\"wp-image-32\"\/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Publications and presentations<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/cimss.ssec.wisc.edu\/severe_conv\/training\/Cintineo_Weather_Forecast_Dec2020.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">A Deep-Learning Model for Automated Detection of Intense Midlatitude Convection Using Geostationary Satellite Images,<em>&nbsp;WAF<\/em>&nbsp;(2020)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ams.confex.com\/ams\/JOINTSATMET\/meetingapp.cgi\/Paper\/359933\" target=\"_blank\" rel=\"noreferrer noopener\">A Deep-Learning Approach to Severe Convective Weather Prediction Using Geostationary Satellite Data, AMS satellite conference (2019)<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The IntenseStormNet model uses GOES&nbsp;ABI&nbsp;and&nbsp;GLM&nbsp;data to detect the most intense regions of convection probabilistically. The model is a convolutional neural network that can be run in real-time on CONUS or mesoscale sectors, and is extensible to other domains with GOES satellite coverage. IntenseStormNet output is used as a predictor in ProbSevere v3 models. See this&nbsp;blog [&hellip;]<\/p>\n","protected":false},"author":14,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-74","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/pages\/74","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/users\/14"}],"replies":[{"embeddable":true,"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/comments?post=74"}],"version-history":[{"count":6,"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/pages\/74\/revisions"}],"predecessor-version":[{"id":281,"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/pages\/74\/revisions\/281"}],"wp:attachment":[{"href":"https:\/\/cimss.ssec.wisc.edu\/probsevere\/wp-json\/wp\/v2\/media?parent=74"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}