{"id":5881,"date":"2023-12-01T14:11:18","date_gmt":"2023-12-01T13:11:18","guid":{"rendered":"https:\/\/ist.blogs.inrae.fr\/afs\/?p=5881"},"modified":"2023-12-01T14:11:18","modified_gmt":"2023-12-01T13:11:18","slug":"participatory-ground-data-are-complementary-to-satellite-bark-beetle-detection","status":"publish","type":"post","link":"https:\/\/ist.blogs.inrae.fr\/afs\/2023\/12\/01\/participatory-ground-data-are-complementary-to-satellite-bark-beetle-detection\/","title":{"rendered":"Participatory ground data are complementary to satellite bark beetle detection"},"content":{"rendered":"<script type='text\/javascript' src='https:\/\/d1bxh8uas1mnw7.cloudfront.net\/assets\/embed.js'><\/script><p><strong><a href=\"https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2023\/12\/Nardi-2023.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-5885 alignright\" src=\"https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2023\/12\/Nardi-2023-300x206.png\" alt=\"\" width=\"300\" height=\"206\" srcset=\"https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2023\/12\/Nardi-2023-300x206.png 300w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2023\/12\/Nardi-2023-768x528.png 768w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2023\/12\/Nardi-2023-640x440.png 640w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2023\/12\/Nardi-2023.png 936w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>Key message<\/strong><\/p>\n<p align=\"justify\">During pest outbreaks, mapping tools play an important role. Participatory projects can provide useful ground data, which have a high accuracy in detecting early-stage infestations and small spots of the European spruce bark beetle <em>Ips typographus<\/em>. However, satellite approaches are fundamental to clearly estimate infestation occurrence because ground data are spatially biased. Here, we show how a participatory approach involving nonspecialized staff and based on GIS-based app may contribute ground truth data that are fully complementary to satellite data.<\/p>\n<p><strong>Keywords<\/strong><br \/>\nBark beetle; Citizen science; Digital technology; GIS; Smartphone application<\/p>\n<div class='altmetric-embed' data-badge-type='donut' data-doi='10.1186\/s13595-023-01216-5'  style='float: right; ' ><\/div>\n<p><strong>Publication<\/strong><br \/>\nNardi, D., Bozzini, A., Morgante, G. et al. Participatory ground data are complementary to satellite bark beetle detection. Annals of Forest Science 80, 46 (2023).<a href=\"https:\/\/doi.org\/10.1186\/s13595-023-01216-5\"> https:\/\/doi.org\/10.1186\/s13595-023-01216-5<\/a><\/p>\n<p><strong>Share this article<\/strong><br \/>\n<a href=\"https:\/\/rdcu.be\/dswde\">https:\/\/rdcu.be\/dswde<\/a><\/p>\n<p><strong>Data and\/or Code availability<\/strong><br \/>\nThe dataset of the records validated within this study is available at <a href=\"https:\/\/researchdata.cab.unipd.it\/id\/eprint\/1078\">https:\/\/researchdata.cab.unipd.it\/id\/eprint\/1078<\/a><\/p>\n<p><strong>Handling Editor<\/strong><br \/>\nAur\u00e9lien Sall\u00e9<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Key message During pest outbreaks, mapping tools play an important role. Participatory projects can provide useful ground data, which have a high accuracy in detecting early-stage infestations and small spots of the European spruce bark beetle Ips typographus. However, satellite approaches are fundamental to clearly estimate infestation occurrence because ground data are spatially biased. Here, [&hellip;]<\/p>\n","protected":false},"author":109,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,110,109,15],"tags":[],"class_list":["post-5881","post","type-post","status-publish","format-standard","hentry","category-article-type","category-data-in-repository","category-open-access","category-research-paper","cat-14-id","cat-110-id","cat-109-id","cat-15-id"],"_links":{"self":[{"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/posts\/5881","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/users\/109"}],"replies":[{"embeddable":true,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/comments?post=5881"}],"version-history":[{"count":3,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/posts\/5881\/revisions"}],"predecessor-version":[{"id":5886,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/posts\/5881\/revisions\/5886"}],"wp:attachment":[{"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/media?parent=5881"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/categories?post=5881"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/tags?post=5881"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}