{"id":6840,"date":"2026-04-13T11:57:04","date_gmt":"2026-04-13T09:57:04","guid":{"rendered":"https:\/\/ist.blogs.inrae.fr\/afs\/?p=6840"},"modified":"2026-04-14T14:47:48","modified_gmt":"2026-04-14T12:47:48","slug":"tree-lims-a-dataset-of-multi-temporal-uav-lidar-and-multispectral-data-at-single-tree-level-in-european-beech-fagus-sylvatica-l-forests-of-the-alpe-di-catenaia-italy","status":"publish","type":"post","link":"https:\/\/ist.blogs.inrae.fr\/afs\/2026\/04\/13\/tree-lims-a-dataset-of-multi-temporal-uav-lidar-and-multispectral-data-at-single-tree-level-in-european-beech-fagus-sylvatica-l-forests-of-the-alpe-di-catenaia-italy\/","title":{"rendered":"Tree-LiMS: a dataset of multi-temporal UAV LiDAR and multispectral data at single-tree level in European beech (Fagus sylvatica L.) forests of the Alpe di Catenaia, Italy"},"content":{"rendered":"<script type='text\/javascript' src='https:\/\/d1bxh8uas1mnw7.cloudfront.net\/assets\/embed.js'><\/script><p style=\"text-align: left\"><span style=\"color: #0d5c06;font-size: 10pt\"><strong>Data paper<\/strong><\/span><\/p>\n<p style=\"text-align: left\"><strong><a href=\"https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6841 alignright\" src=\"https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D-300x282.png\" alt=\"\" width=\"254\" height=\"238\" srcset=\"https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D-300x282.png 300w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D-1024x963.png 1024w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D-768x722.png 768w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D-1536x1444.png 1536w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D-640x602.png 640w, https:\/\/ist.blogs.inrae.fr\/afs\/wp-content\/uploads\/sites\/5\/2026\/03\/26-03-12_Botticelli-D.png 2012w\" sizes=\"auto, (max-width: 254px) 100vw, 254px\" \/><\/a>Key message\u00a0<\/strong><\/p>\n<p align=\"justify\">This dataset offers high-resolution multi-temporal data on European beech tree dynamics, collected through UAV LiDAR and multispectral sensors at Alpe di Catenaia, Central Italy. It tracks architectural and phenological changes under different forest management regimes, providing valuable insights for ecological research and forest management.<\/p>\n<p><strong>Keywords<\/strong><br \/>\nUnmanned aerial vehicle; LiDAR; Phenology; Forest<\/p>\n<div class='altmetric-embed' data-badge-type='donut' data-doi='10.1186\/s13595-025-01322-6'  style='float: right; ' ><\/div>\n<p><strong>Publication<\/strong><br \/>\nBotticelli, D., Innocenti, S., Guasti, M.\u00a0<i>et al.<\/i>\u00a0Tree-LiMS: a dataset of multi-temporal UAV LiDAR and multispectral data at single-tree level in European beech (<i>Fagus sylvatica\u00a0<\/i>L.) forests of the Alpe di Catenaia, Italy.\u00a0<i>Annals of Forest Science<\/i>\u00a083, 11 (2026). <a href=\"https:\/\/doi.org\/10.1186\/s13595-025-01322-6\">https:\/\/doi.org\/10.1186\/s13595-025-01322-6<\/a><\/p>\n<p><strong>Data availability<\/strong><br \/>\nThe data can be accessed at\u00a0<a href=\"https:\/\/doi.org\/10.5281\/zenodo.14650937\">https:\/\/doi.org\/10.5281\/zenodo.14650937<\/a>, with comprehensive metadata available to facilitate its use and interpretation\u00a0and a standardised metadatafile at\u00a0<a href=\"https:\/\/metadata-afs.nancy.inra.fr\/geonetwork\/srv\/fre\/catalog.search#\/metadata\/30e8c7be-de64-4a83-8fea-0610feb7f74f\">https:\/\/metadata-afs.nancy.inra.fr\/geonetwork\/srv\/fre\/catalog.search#\/metadata\/30e8c7be-de64-4a83-8fea-0610feb7f74f<\/a>.<\/p>\n<p><strong>Handling editor<\/strong><br \/>\nIr\u00e8ne Gabriel<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data paper Key message\u00a0 This dataset offers high-resolution multi-temporal data on European beech tree dynamics, collected through UAV LiDAR and multispectral sensors at Alpe di Catenaia, Central Italy. It tracks architectural and phenological changes under different forest management regimes, providing valuable insights for ecological research and forest management. Keywords Unmanned aerial vehicle; LiDAR; Phenology; Forest [&hellip;]<\/p>\n","protected":false},"author":240,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14,100,1,109],"tags":[],"class_list":["post-6840","post","type-post","status-publish","format-standard","hentry","category-article-type","category-data-paper","category-non-classe","category-open-access","cat-14-id","cat-100-id","cat-1-id","cat-109-id"],"_links":{"self":[{"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/posts\/6840","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\/240"}],"replies":[{"embeddable":true,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/comments?post=6840"}],"version-history":[{"count":5,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/posts\/6840\/revisions"}],"predecessor-version":[{"id":6894,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/posts\/6840\/revisions\/6894"}],"wp:attachment":[{"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/media?parent=6840"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/categories?post=6840"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ist.blogs.inrae.fr\/afs\/wp-json\/wp\/v2\/tags?post=6840"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}