{"id":806,"date":"2024-06-06T13:54:00","date_gmt":"2024-06-06T11:54:00","guid":{"rendered":"https:\/\/www.digishape.nl\/look-back-online-technical-session-bed-level-forecast-in-the-waal-with-spatio-temporal-networks\/"},"modified":"2024-11-06T14:07:26","modified_gmt":"2024-11-06T13:07:26","slug":"look-back-online-technical-session-bed-level-forecast-in-the-waal-with-spatio-temporal-networks","status":"publish","type":"post","link":"https:\/\/www.digishape.nl\/en\/look-back-online-technical-session-bed-level-forecast-in-the-waal-with-spatio-temporal-networks\/","title":{"rendered":"Look back: online technical session Bed level forecast in the Waal with spatio-temporal networks"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">On Wednesday, May 29, Thomas Stolp from HKV gave an online technical session about Bed level forecast in the Waal with spatio-temporal networks.<\/p>\n\n<h2 class=\"wp-block-heading\">Retrospect<\/h2>\n\n<p class=\"wp-block-paragraph\">In this technical session, Thomas explored the application of spatio-temporal Machine Learning models for short term forecasting of bed levels in the Waal river. Such forecast can be used as monitoring of shallow areas that may require dredging. Thomas discussed the challenges they encountered when applying such models for this use case.  <\/p>\n\n<h2 class=\"wp-block-heading\">Content<\/h2>\n\n<ul class=\"wp-block-list\">\n<li>introduction<\/li>\n\n\n\n<li>technical explanation of the model<\/li>\n\n\n\n<li>challenges that were faced<\/li>\n\n\n\n<li>data pre-processing that was improved<\/li>\n\n\n\n<li>discussion (not recorded)<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">More information<\/h3>\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-c1153227-01aa-44c4-bfc9-a5cad582545f\" href=\"https:\/\/www.digishape.nl\/wp-content\/uploads\/2024\/11\/digishape_online_technical_sessions_-_spatio-temporal_networks_for_bed_level_predictions_in_the_waal_compressed.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Sheets presentation Thomas<\/a><a href=\"https:\/\/www.digishape.nl\/wp-content\/uploads\/2024\/11\/digishape_online_technical_sessions_-_spatio-temporal_networks_for_bed_level_predictions_in_the_waal_compressed.pdf\" class=\"wp-block-file__button wp-element-button\" download=\"\" aria-describedby=\"wp-block-file--media-c1153227-01aa-44c4-bfc9-a5cad582545f\">Download<\/a><\/div>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"Online technical session Bed level forecast in the Waal with spatio temporal networks - 29-05-24\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/xghtZBNzNAY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">YouTube video of the session<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>On Wednesday, May 29, Thomas Stolp from HKV gave an online technical session about Bed level forecast in the Waal with spatio-temporal networks. Retrospect In this technical session, Thomas explored the application of spatio-temporal Machine Learning models for short term forecasting of bed levels in the Waal river. Such forecast can be used as monitoring [&hellip;]<\/p>\n","protected":false},"author":18,"featured_media":1128,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[128,101,1],"tags":[141,140],"project-status":[],"ppma_author":[144],"class_list":["post-806","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analysis-modeling-and-ai","category-data-visualization","category-news","tag-ai-online-technical-session-en","tag-retrospect-en"],"acf":[],"authors":[{"term_id":144,"user_id":18,"is_guest":0,"slug":"thomas-stolp","display_name":"Thomas Stolp","avatar_url":{"url":"https:\/\/www.digishape.nl\/wp-content\/uploads\/2024\/11\/Thomas-Stolp.jpeg","url2x":"https:\/\/www.digishape.nl\/wp-content\/uploads\/2024\/11\/Thomas-Stolp.jpeg"},"author_category":"","first_name":"","last_name":"","user_phone":"","user_url":"https:\/\/www.linkedin.com\/in\/thomas-stolp\/","job_title":"AI, water, climate energy at HKV","description":""}],"_links":{"self":[{"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/posts\/806","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/comments?post=806"}],"version-history":[{"count":1,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/posts\/806\/revisions"}],"predecessor-version":[{"id":807,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/posts\/806\/revisions\/807"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/media\/1128"}],"wp:attachment":[{"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/media?parent=806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/categories?post=806"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/tags?post=806"},{"taxonomy":"project-status","embeddable":true,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/project-status?post=806"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.digishape.nl\/en\/wp-json\/wp\/v2\/ppma_author?post=806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}