{"id":3687,"date":"2026-05-08T09:51:06","date_gmt":"2026-05-08T00:51:06","guid":{"rendered":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/?p=3687"},"modified":"2026-05-08T09:51:06","modified_gmt":"2026-05-08T00:51:06","slug":"characterizing-typhoon-disturbed-biomass-dynamics-using-multitemporal-lidar-high-resolution-imagery-and-deep-learning-in-cool-temperate-forest-northern-japan%ef%bc%88assoc-prof-ram-avtar%ef%bc%89","status":"publish","type":"post","link":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/?p=3687&lang=en","title":{"rendered":"Characterizing typhoon-disturbed biomass dynamics using multitemporal LiDAR, high-resolution imagery, and deep learning in cool-temperate forest, northern Japan\uff08Assoc. Prof. Ram AVTAR\uff09"},"content":{"rendered":"\n<p>The paper by Associate Professor Ram AVTAR was published in a press release.<br>For details, please visit <a href=\"https:\/\/www.hokudai.ac.jp\/news\/2026\/04\/post-2265.html\">here<\/a>.<br>His English paper can be found <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0378112726001908?via%3Dihub\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The paper by Associate Professor Ram AVTAR was published in a press release.For details, please visit here.His [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"en_US","_original_post":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/?p=3686","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[3],"tags":[],"class_list":["post-3687","post","type-post","status-publish","format-standard","hentry","category-news","en-US"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=\/wp\/v2\/posts\/3687","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3687"}],"version-history":[{"count":1,"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=\/wp\/v2\/posts\/3687\/revisions"}],"predecessor-version":[{"id":3689,"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=\/wp\/v2\/posts\/3687\/revisions\/3689"}],"wp:attachment":[{"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3687"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3687"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ees.hokudai.ac.jp\/kigaku\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3687"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}