{"id":1623,"date":"2025-06-10T09:48:00","date_gmt":"2025-06-10T07:48:00","guid":{"rendered":"https:\/\/deepbirddetect.de\/?p=1623"},"modified":"2025-09-23T08:00:08","modified_gmt":"2025-09-23T06:00:08","slug":"neue-publikation-in-ecological-informatics-2","status":"publish","type":"post","link":"https:\/\/deepbirddetect.de\/en\/neue-publikation-in-ecological-informatics-2\/","title":{"rendered":"New Publication in Ecological Informatics"},"content":{"rendered":"<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1574954125001116?via%3Dihub\" data-type=\"link\" data-id=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1574954125001116?via%3Dihub\">Continuous Real-Time Acoustic Monitoring of endangered bird species in Hawai\u2018i<\/a> erscheint in der 87. Ausgabe von <em>Ecological Informatics<\/em>.<\/p>\n\n\n\n<p>Abstract: <br>The decline of endemic\u00a0<a href=\"https:\/\/www.sciencedirect.com\/topics\/earth-and-planetary-sciences\/bird-specie\">bird species<\/a>\u00a0in Hawai\u2018i requires innovative conservation measures enabled by passive\u00a0<a href=\"https:\/\/www.sciencedirect.com\/topics\/earth-and-planetary-sciences\/acoustic-monitoring\">acoustic monitoring<\/a>\u00a0(PAM). This paper describes a novel real-time PAM system used in the P\u014dhakuloa Training Area (PTA) to reduce wildlife collisions and minimize disruptions to military operations while ensuring the protection of endangered bird species such as the N\u0113n\u0113 and \u2018Ak\u0113\u2018ak\u0113. The system is based on the BirdNET algorithm and was evaluated with over 16,000 soundscape recordings from Hawai\u2018i. The results show that the model version HI V2.0, based on BirdNET and specifically adapted to Hawaiian bird species, showed the clearest separation between true and false positive detections (average precision 49% to 52%), although this difference was not statistically significant. However, accuracy varied considerably between species and locations, emphasizing the need to adapt the models to the specific conditions of use. A novel web application allows immediate visualization of the predicted bird species, facilitating the implementation of conservation measures. The three acoustic monitoring units installed at the PTA in January 2023 demonstrate the system\u2019s potential for continuous monitoring and protection of Hawaiian endangered bird species.<\/p>","protected":false},"excerpt":{"rendered":"<p>Continuous Real-Time Acoustic Monitoring of endangered bird species in Hawai\u2018i erscheint in der 87. Ausgabe von Ecological Informatics. Abstract: The decline of endemic\u00a0bird species\u00a0in Hawai\u2018i requires innovative conservation measures enabled by passive\u00a0acoustic monitoring\u00a0(PAM). This paper describes a novel real-time PAM system used in the P\u014dhakuloa Training Area (PTA) to reduce wildlife collisions and minimize disruptions [&hellip;]<\/p>","protected":false},"author":15,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[4],"tags":[],"class_list":["post-1623","post","type-post","status-publish","format-standard","hentry","category-aktuelles"],"_links":{"self":[{"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/posts\/1623","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/comments?post=1623"}],"version-history":[{"count":2,"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/posts\/1623\/revisions"}],"predecessor-version":[{"id":1626,"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/posts\/1623\/revisions\/1626"}],"wp:attachment":[{"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/media?parent=1623"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/categories?post=1623"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/deepbirddetect.de\/en\/wp-json\/wp\/v2\/tags?post=1623"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}