 {"id":1432,"date":"2025-08-04T09:05:59","date_gmt":"2025-08-04T09:05:59","guid":{"rendered":"https:\/\/sola.kau.se\/deprimap\/?p=1432"},"modified":"2025-08-04T09:06:03","modified_gmt":"2025-08-04T09:06:03","slug":"naisscompute","status":"publish","type":"post","link":"https:\/\/sola.kau.se\/deprimap\/2025\/08\/04\/naisscompute\/","title":{"rendered":"DEPRIMAP Secures National Supercomputing Resources from NAISS"},"content":{"rendered":"<h3>DEPRIMAP secures National Supercomputing resources from NAISS<\/h3>\n\n\n<p>We are excited to share that <strong>DEPRIMAP<\/strong> has been awarded high-performance computing (HPC) resources through the <a href=\"https:\/\/www.naiss.se\/\">National Academic Infrastructure for Supercomputing in Sweden (NAISS)<\/a>. This allocation provides access to compute nodes on the <a href=\"https:\/\/www.nsc.liu.se\/systems\/tetralith\/\">Tetralith<\/a> supercomputer at the <a href=\"https:\/\/www.nsc.liu.se\/\">National Supercomputer Centre (NSC)<\/a> in Link\u00f6ping University. The HPC access will significantly accelerate our ongoing work on spatial deprivation modelling across the Global South.<\/p>\n\n\n\n<p><strong>Link to the allocated project description:<\/strong> <a href=\"https:\/\/supr.naiss.se\/public\/project\/35025\/\">https:\/\/supr.naiss.se\/public\/project\/35025\/<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"888\" height=\"551\" src=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2025\/08\/image.png\" alt=\"\" class=\"wp-image-1433\" srcset=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2025\/08\/image.png 888w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2025\/08\/image-300x186.png 300w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2025\/08\/image-768x477.png 768w\" sizes=\"auto, (max-width: 888px) 100vw, 888px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Purpose of the Allocation<\/strong><\/h3>\n\n\n\n<p>As part of the DEPRIMAP project, we are scaling up the operationalisation of the improved <a href=\"https:\/\/sola.kau.se\/deprimap\/2025\/05\/09\/deprimap-jurse2025\/\">ISLAND model<\/a> &#8211; a geospatial framework aimed at measuring deprivation across multiple dimensions, including urban morphology, infrastructure, accessibility, and environmental conditions. While initial versions of the model were applied in selected cities (<a href=\"https:\/\/ieeexplore.ieee.org\/document\/11076033)\">https:\/\/ieeexplore.ieee.org\/document\/11076033)<\/a>, the current effort aims to apply it across more than 80 countries in the Global South, covering thousands of cities\/urban clusters.<\/p>\n\n\n\n<p>To achieve this, we need to process large volumes of spatial data, including building footprints, road networks, land parcels, vegetation indices, land surface temperature layers, among others. The NAISS HPC allocation enables us to run these data-intensive analyses efficiently, using Python-based geospatial workflows and parallel computing techniques.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Acknowledgements<\/strong><\/h3>\n\n\n\n<p>We thank the National Infrastructure for Supercomputing in Sweden (NAISS) for supporting this work through their awarded compute allocation on Tetralith (project ID: NAISS 2025\/22-1031). This resource is critical for enabling the scale and reproducibility required in DEPRIMAP&#8217;s global analysis of urban deprivation.<\/p>\n\n\n\n<div style=\"height:19px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\n\n\n\n<div style=\"height:32px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group is-horizontal is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-fed30749 wp-block-group-is-layout-flex\"><div style=\"margin-bottom:6px;\" class=\"aligncenter is-style-rounded is-style-rounded--1 wp-block-site-logo\"><a href=\"https:\/\/sola.kau.se\/deprimap\/\" class=\"custom-logo-link\" rel=\"home\"><img loading=\"lazy\" decoding=\"async\" width=\"173\" height=\"173\" src=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/cropped-cropped-deprimap-site-icon.png\" class=\"custom-logo\" alt=\"DEPRIMAP\" srcset=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/cropped-cropped-deprimap-site-icon.png 512w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/cropped-cropped-deprimap-site-icon-300x300.png 300w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/cropped-cropped-deprimap-site-icon-150x150.png 150w\" sizes=\"auto, (max-width: 173px) 100vw, 173px\" \/><\/a><\/div>\n\n\n<div style=\"height:100px;width:75px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-6db97022\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"44\" src=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Formas-logo-300x44.png\" alt=\"\" class=\"wp-image-859\" srcset=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Formas-logo-300x44.png 300w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Formas-logo-1024x149.png 1024w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Formas-logo-768x112.png 768w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Formas-logo-1536x223.png 1536w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Formas-logo.png 2000w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<div style=\"height:100px;width:75px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-6db97022\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-medium is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Karlstad-university-logo-300x300.jpg\" alt=\"\" class=\"wp-image-860\" style=\"width:201px;height:auto\" srcset=\"https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Karlstad-university-logo-300x300.jpg 300w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Karlstad-university-logo-1024x1024.jpg 1024w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Karlstad-university-logo-150x150.jpg 150w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Karlstad-university-logo-768x768.jpg 768w, https:\/\/sola.kau.se\/deprimap\/wp-content\/uploads\/sites\/1170\/2024\/09\/Karlstad-university-logo.jpg 1181w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We\u2019re excited to share that DEPRIMAP has secured high-performance computing access through NAISS Tetralith! This marks a major step toward scaling our geospatial analysis across 80+ countries in the Global South \u2014 enabling reproducible, open-source workflows for mapping urban deprivation at scale.<\/p>\n","protected":false},"author":6018,"featured_media":1436,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,3],"tags":[38,37,36,7],"class_list":["post-1432","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-doctoral-research","category-project-updates","tag-compute","tag-infrastructure","tag-naiss","tag-sai-ganesh-veeravalli"],"_links":{"self":[{"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/posts\/1432","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/users\/6018"}],"replies":[{"embeddable":true,"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/comments?post=1432"}],"version-history":[{"count":2,"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/posts\/1432\/revisions"}],"predecessor-version":[{"id":1437,"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/posts\/1432\/revisions\/1437"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/media\/1436"}],"wp:attachment":[{"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/media?parent=1432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/categories?post=1432"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sola.kau.se\/deprimap\/wp-json\/wp\/v2\/tags?post=1432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}