{"id":9460,"date":"2024-09-03T14:10:06","date_gmt":"2024-09-03T14:10:06","guid":{"rendered":"https:\/\/neo.nl\/?p=9460"},"modified":"2026-01-05T09:26:57","modified_gmt":"2026-01-05T09:26:57","slug":"smart-tracing-poster","status":"publish","type":"post","link":"https:\/\/www.neo.nl\/en\/smart-tracing-poster\/","title":{"rendered":"Smart tracing poster"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"9460\" class=\"elementor elementor-9460\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0f06a0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f06a0d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8b98e5e\" 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data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><b>Welcome to our poster!<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-016abee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"016abee\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-d86f698\" data-id=\"d86f698\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39a6f0e elementor-widget elementor-widget-text-editor\" data-id=\"39a6f0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>Are you interested to know more about smart tracing algorithms?<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-22c969d elementor-widget elementor-widget-button\" data-id=\"22c969d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/12735\/2680200\/Mapping-electrical-towers-in-satellite-imagery-with-smart-tracing\/10.1117\/12.2680200.short\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">CLICK HERE TO READ MORE ABOUT THE ALGORITHMS<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a708d46 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a708d46\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6e83fb3\" data-id=\"6e83fb3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-57228ee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"57228ee\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-28754ec\" data-id=\"28754ec\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d9f853d elementor-widget elementor-widget-text-editor\" data-id=\"d9f853d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>Curious about NEO?<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-0fc2329 elementor-widget elementor-widget-button\" data-id=\"0fc2329\" data-element_type=\"widget\" data-e-type=\"widget\" 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data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a715588 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a715588\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-55c16e5\" data-id=\"55c16e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3185af8 elementor-widget elementor-widget-text-editor\" data-id=\"3185af8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><b>Would like to reach out?\u00a0<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb06b24 elementor-widget elementor-widget-button\" data-id=\"bb06b24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.linkedin.com\/in\/fang-fang-973a8754\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">CLICK HERE TO GET CONNECTED<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e443ec1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e443ec1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-3ba3059\" data-id=\"3ba3059\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-caf76e2 elementor-widget elementor-widget-text-editor\" data-id=\"caf76e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>References in the poster:<\/p><ol><li>Data sources: WRI, GDW, OSM, NASA, European Commission, ESA, Google, Mapbox<\/li><li>Gridfinder: Arderne, C. et al, \"Predictive mapping of the global power system using<\/li><\/ol><p>open data,\" Scientific data 7(1), 19 (2020).<\/p><ol start=\"3\"><li>CenterNet: Duan, K. et al, \"Centernet: Keypoint triplets for object detection,\" in Proceedings of the IEEE\/CVF international conference on computer vision, 6569-6578 (2019).<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-9cd011c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9cd011c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-65394b43 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"65394b43\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-61c5cca8\" data-id=\"61c5cca8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Traditionally, calculations around urban green space are done by counting the number of trees. That method has major limitations, as the amount of green space varies per tree. Therefore, there is a growing desire to switch to counts based on crown volume. This will provide a better picture of green space in the city, which will benefit all follow-up analyses for climate, liveability, etc.<\/p>","protected":false},"author":10,"featured_media":9459,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"blog-post","footnotes":""},"categories":[29,24],"tags":[56,44,105],"class_list":["post-9460","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-algemeen","category-events","tag-geo-informatie","tag-neo","tag-satellietbeelden"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Smart tracing poster - NEO<\/title>\n<meta name=\"description\" content=\"This poster presents Smart Tracing, a new method for efficiently detecting and mapping transmission infrastructure using satellite imagery and deep learning. Traditional methods are labor-intensive, but Smart Tracing reduces costs by prioritizing areas likely to contain transmission towers, minimizing the imagery needed. The algorithm uses probability maps and convolutional neural networks to identify towers and trace lines. Applied in Bangladesh, the Dominican Republic, and Liberia under a World Bank (ESMAP) project, it reduced imagery needs by 90% while mapping over 32,000 towers and 9,900 km of lines, aiding grid operations and climate resilience planning.\u200b\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.neo.nl\/en\/smart-tracing-poster\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Smart tracing poster - NEO\" \/>\n<meta property=\"og:description\" content=\"This poster presents Smart Tracing, a new method for efficiently detecting and mapping transmission infrastructure using satellite imagery and deep learning. Traditional methods are labor-intensive, but Smart Tracing reduces costs by prioritizing areas likely to contain transmission towers, minimizing the imagery needed. The algorithm uses probability maps and convolutional neural networks to identify towers and trace lines. 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