{"id":32183,"date":"2026-01-21T17:01:27","date_gmt":"2026-01-21T17:01:27","guid":{"rendered":"https:\/\/lamarr-institute.org\/publication\/next-day-data-processing-for-the-lst-1-and-magic-cherenkov-telescopes\/"},"modified":"2026-01-21T17:19:32","modified_gmt":"2026-01-21T17:19:32","slug":"next-day-data-processing-for-the-lst-1-and-magic-cherenkov-telescopes","status":"publish","type":"publication","link":"https:\/\/lamarr-institute.org\/de\/publication\/next-day-data-processing-for-the-lst-1-and-magic-cherenkov-telescopes\/","title":{"rendered":"Next-day data processing for the {LST}-1 and {MAGIC} Cherenkov Telescopes"},"content":{"rendered":"<p>The {MAGIC} and {LST}-1 telescopes, located at the Roque de los Muchachos Observatory on La Palma, operate dedicated On-Site Analysis ({OSA}) pipelines that provide rapid, automated processing of observational data. These systems produce high-level data products just a few hours after observations are completed, enabling quick-look analyses, next-day data quality assessments, and rapid-response science such as flare detection and Target of Opportunity follow-ups. {OSA} pipelines have been in continuous operation since 2012 for {MAGIC} and since 2021 for {LST}-1, automatically processing nightly data using the standard analysis chain. The experience gained from both systems provides essential lessons for the development of Cherenkov Telescope Array Observatory\u2019s ({CTAO}\u2019s) on-site analysis, demonstrating the practical and scientific benefits of fast data processing in Cherenkov telescopes.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The {MAGIC} and {LST}-1 telescopes, located at the Roque de los Muchachos Observatory on La Palma, operate dedicated On-Site Analysis ({OSA}) pipelines that provide rapid, automated processing of observational data. These systems produce high-level data products just a few hours after observations are completed, enabling quick-look analyses, next-day data quality assessments, and rapid-response science such as flare detection and Target of Opportunity follow-ups. {OSA} pipelines have been in continuous operation [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"publication-type":[32],"class_list":["post-32183","publication","type-publication","status-publish","hentry","publication-type-inproceedings"],"acf":[],"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication\/32183","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication"}],"about":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/types\/publication"}],"author":[{"embeddable":true,"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/users\/12"}],"version-history":[{"count":0,"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication\/32183\/revisions"}],"wp:attachment":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/media?parent=32183"}],"wp:term":[{"taxonomy":"publication-type","embeddable":true,"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication-type?post=32183"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}