{"id":615,"date":"2024-03-18T09:13:27","date_gmt":"2024-03-18T08:13:27","guid":{"rendered":"https:\/\/blogg.lnu.se\/disa\/?p=615"},"modified":"2024-03-18T09:13:28","modified_gmt":"2024-03-18T08:13:28","slug":"welcome-to-phd-seminar-april-2024","status":"publish","type":"post","link":"https:\/\/blogg.lnu.se\/disa\/?p=615","title":{"rendered":"Welcome to PhD-seminar April 2024"},"content":{"rendered":"\n

When?<\/strong> Friday April 5th 14-16
Where? <\/strong>Onsite: B1006 at Linnaeus University in V\u00e4xj\u00f6 and online
Registration:<\/strong> Please sign up for the PhD-seminar via this link https:\/\/forms.gle\/ptgACTxKcaQ5VASr8 by <\/a>April 3rd (especially important if you plan on attending onsite so we have fika for everyone)<\/p>\n\n\n\n

14.00-14.10 Welcome and practical information from Welf L\u00f6we
14.10-14.55 Presentation and discussion: Bridging temporal gaps in vegetation indices satellite data and forecasting the future – Tibo Bruneel, PhD student at Softwerk AB
14.55 \u2013 15.05 Coffee break
15.05 \u2013 15.50 Presentation and discussion \u2013 PhD administration, information and course related issues \u2013 Gisela Isgren, Ewa P\u00fcschl and Milena Rusic
15.50 -16.00 Sum up and plan for our next seminar on May 3rd<\/p>\n\n\n\n

Abstract<\/p>\n\n\n\n

Bridging temporal gaps in vegetation indices satellite data and forecasting the future<\/strong> – Tibo Bruneel, PhD student at Softwerk AB<\/em>
In this research seminar I will present the machine learning work I have done so far in my PhD studies with some intermediate results. The research addresses the challenge of inconsistent temporal data gaps in Sentinel-2 vegetation indices time series and the forecasting of the vegetation index future.<\/p>\n\n\n\n

Temporal data gaps occur in sentinel-2 optical data, mostly arising from factors such as cloud cover and adverse weather conditions. Having very inconsistent time series prevents further analysis such as detection, quality control and forecasting. Therefore we first address the data continuity challenge to obtain a consistent daily estimation of the vegetation index.<\/p>\n\n\n\n

Given a consistent timeline of daily estimates, we further attempt to predict the near future of the vegetation index. Here we attempt to achieve both a high forecasting accuracy, and a strong generalisability over different locations in the world, as models trained on a single location often are hard to generalise on different environments.<\/p>\n","protected":false},"excerpt":{"rendered":"

When? Friday April 5th 14-16Where? Onsite: B1006 at Linnaeus University in V\u00e4xj\u00f6 and onlineRegistration: Please sign up for the PhD-seminar via this link https:\/\/forms.gle\/ptgACTxKcaQ5VASr8 by April 3rd (especially important if you plan on attending onsite so we have fika for everyone) 14.00-14.10 Welcome and practical information from Welf L\u00f6we14.10-14.55 Presentation and discussion: Bridging temporal gaps […]<\/p>\n","protected":false},"author":401,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[93],"tags":[],"class_list":["post-615","post","type-post","status-publish","format-standard","hentry","category-blogg"],"acf":[],"yoast_head":"\r\nWelcome to PhD-seminar April 2024 - DISA<\/title>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"https:\/\/blogg.lnu.se\/disa\/?p=615\" \/>\r\n<meta property=\"og:locale\" content=\"en_US\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"Welcome to PhD-seminar April 2024 - DISA\" \/>\r\n<meta property=\"og:description\" content=\"When? Friday April 5th 14-16Where? Onsite: B1006 at Linnaeus University in V\u00e4xj\u00f6 and onlineRegistration: Please sign up for the PhD-seminar via this link https:\/\/forms.gle\/ptgACTxKcaQ5VASr8 by April 3rd (especially important if you plan on attending onsite so we have fika for everyone) 14.00-14.10 Welcome and practical information from Welf L\u00f6we14.10-14.55 Presentation and discussion: Bridging temporal gaps […]\" \/>\r\n<meta property=\"og:url\" content=\"https:\/\/blogg.lnu.se\/disa\/?p=615\" \/>\r\n<meta property=\"og:site_name\" content=\"DISA\" \/>\r\n<meta property=\"article:published_time\" content=\"2024-03-18T08:13:27+00:00\" \/>\r\n<meta property=\"article:modified_time\" content=\"2024-03-18T08:13:28+00:00\" \/>\r\n<meta name=\"author\" content=\"Diana Unander\" \/>\r\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\r\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Diana Unander\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\r\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/blogg.lnu.se\/disa\/?p=615\",\"url\":\"https:\/\/blogg.lnu.se\/disa\/?p=615\",\"name\":\"Welcome to PhD-seminar April 2024 - DISA\",\"isPartOf\":{\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#website\"},\"datePublished\":\"2024-03-18T08:13:27+00:00\",\"dateModified\":\"2024-03-18T08:13:28+00:00\",\"author\":{\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#\/schema\/person\/a322baa56840d8b8d7320bc36fc73c42\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/blogg.lnu.se\/disa\/?p=615\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#website\",\"url\":\"https:\/\/blogg.lnu.se\/disa\/\",\"name\":\"DISA\",\"description\":\"Centre for Data Intensive Sciences and Applications\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/blogg.lnu.se\/disa\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/blogg.lnu.se\/disa\/#\/schema\/person\/a322baa56840d8b8d7320bc36fc73c42\",\"name\":\"Diana Unander\",\"sameAs\":[\"https:\/\/lnu.se\/en\/disa\"],\"url\":\"https:\/\/blogg.lnu.se\/disa\/?author=401\"}]}<\/script>\r\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Welcome to PhD-seminar April 2024 - DISA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/blogg.lnu.se\/disa\/?p=615","og_locale":"en_US","og_type":"article","og_title":"Welcome to PhD-seminar April 2024 - DISA","og_description":"When? Friday April 5th 14-16Where? Onsite: B1006 at Linnaeus University in V\u00e4xj\u00f6 and onlineRegistration: Please sign up for the PhD-seminar via this link https:\/\/forms.gle\/ptgACTxKcaQ5VASr8 by April 3rd (especially important if you plan on attending onsite so we have fika for everyone) 14.00-14.10 Welcome and practical information from Welf L\u00f6we14.10-14.55 Presentation and discussion: Bridging temporal gaps […]","og_url":"https:\/\/blogg.lnu.se\/disa\/?p=615","og_site_name":"DISA","article_published_time":"2024-03-18T08:13:27+00:00","article_modified_time":"2024-03-18T08:13:28+00:00","author":"Diana Unander","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Diana Unander","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/blogg.lnu.se\/disa\/?p=615","url":"https:\/\/blogg.lnu.se\/disa\/?p=615","name":"Welcome to PhD-seminar April 2024 - DISA","isPartOf":{"@id":"https:\/\/blogg.lnu.se\/disa\/#website"},"datePublished":"2024-03-18T08:13:27+00:00","dateModified":"2024-03-18T08:13:28+00:00","author":{"@id":"https:\/\/blogg.lnu.se\/disa\/#\/schema\/person\/a322baa56840d8b8d7320bc36fc73c42"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/blogg.lnu.se\/disa\/?p=615"]}]},{"@type":"WebSite","@id":"https:\/\/blogg.lnu.se\/disa\/#website","url":"https:\/\/blogg.lnu.se\/disa\/","name":"DISA","description":"Centre for Data Intensive Sciences and Applications","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/blogg.lnu.se\/disa\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/blogg.lnu.se\/disa\/#\/schema\/person\/a322baa56840d8b8d7320bc36fc73c42","name":"Diana Unander","sameAs":["https:\/\/lnu.se\/en\/disa"],"url":"https:\/\/blogg.lnu.se\/disa\/?author=401"}]}},"_links":{"self":[{"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=\/wp\/v2\/posts\/615","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=\/wp\/v2\/users\/401"}],"replies":[{"embeddable":true,"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=615"}],"version-history":[{"count":1,"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=\/wp\/v2\/posts\/615\/revisions"}],"predecessor-version":[{"id":616,"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=\/wp\/v2\/posts\/615\/revisions\/616"}],"wp:attachment":[{"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=615"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=615"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogg.lnu.se\/disa\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=615"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}