{"id":11334,"date":"2026-08-10T23:40:02","date_gmt":"2026-08-10T23:40:02","guid":{"rendered":"https:\/\/rdgundem.com\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\/"},"modified":"2026-08-10T23:40:02","modified_gmt":"2026-08-10T23:40:02","slug":"machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images","status":"publish","type":"post","link":"https:\/\/rdgundem.com\/en\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\/","title":{"rendered":"Machine learning predicts forest soil fungal diversity from drone images"},"content":{"rendered":"<p>Combining drone data and machine learning can help cover more ground in monitoring forest soil health, University of Alberta research shows. The findings are published in the journal Forest Ecology and Management. Using both tools to map and monitor soil fungal diversity\u2014a key indicator of a healthy forest ecosystem\u2014proved highly effective and could help reduce the need for boots-on-the-ground soil sampling over huge areas of forest, says Dr. Cameron Carlyle, a professor in the Faculty of Agricultural, Life &amp; Environmental Sciences and a co-author of the study.<\/p>","protected":false},"excerpt":{"rendered":"<p>Combining drone data and machine learning can help cover more ground in monitoring forest soil health, University of Alberta research shows. The findings are published in the journal Forest Ecology and Management. Using both tools to map and monitor soil fungal diversity\u2014a key indicator of a healthy forest ecosystem\u2014proved highly effective and could help reduce &hellip;<\/p>","protected":false},"author":1,"featured_media":11335,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"pagelayer_contact_templates":[],"_pagelayer_content":"","footnotes":""},"categories":[1700],"tags":[],"class_list":["post-11334","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-genel-yabanci"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine learning predicts forest soil fungal diversity from drone images - RD GUNDEM<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/rdgundem.com\/en\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine learning predicts forest soil fungal diversity from drone images - RD GUNDEM\" \/>\n<meta property=\"og:description\" content=\"Combining drone data and machine learning can help cover more ground in monitoring forest soil health, University of Alberta research shows. The findings are published in the journal Forest Ecology and Management. Using both tools to map and monitor soil fungal diversity\u2014a key indicator of a healthy forest ecosystem\u2014proved highly effective and could help reduce &hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/rdgundem.com\/en\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\/\" \/>\n<meta property=\"og:site_name\" content=\"RD GUNDEM\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-10T23:40:02+00:00\" \/>\n<meta name=\"author\" content=\"rdgundem\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"rdgundem\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/rdgundem.com\\\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/rdgundem.com\\\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\\\/\"},\"author\":{\"name\":\"rdgundem\",\"@id\":\"https:\\\/\\\/rdgundem.com\\\/#\\\/schema\\\/person\\\/de75c94f31711be0ff0b4d166da2031d\"},\"headline\":\"Machine learning predicts forest soil fungal diversity from drone images\",\"datePublished\":\"2026-08-10T23:40:02+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/rdgundem.com\\\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\\\/\"},\"wordCount\":99,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/rdgundem.com\\\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/rdgundem.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/drones-and-machine-lea-Y6PB16.jpg\",\"articleSection\":[\"Genel Yabanc\u0131\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/rdgundem.com\\\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/rdgundem.com\\\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\\\/\",\"url\":\"https:\\\/\\\/rdgundem.com\\\/machine-learning-predicts-forest-soil-fungal-diversity-from-drone-images\\\/\",\"name\":\"Machine learning predicts forest soil fungal diversity from drone images - 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