{"id":826,"date":"2026-04-08T23:56:23","date_gmt":"2026-04-08T23:56:23","guid":{"rendered":"https:\/\/dev.www.purdue.edu\/fnr\/nrsa-lab\/?page_id=826"},"modified":"2026-05-04T15:27:59","modified_gmt":"2026-05-04T15:27:59","slug":"digital-forestry","status":"publish","type":"page","link":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/digital-forestry\/","title":{"rendered":"Digital Forestry"},"content":{"rendered":"<div  class=\"section  page-layout-wide\">\n    <div class=\"container\">\n                \n\n<div class=\"wp-block-columns page-layout-columns columns is-multiline is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column column is-full-tablet page-layout-main is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns header-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<h1 class=\"wp-block-heading\">Digital Forestry<\/h1>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-buttons df-button is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-89b4c9e9 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/ag.purdue.edu\/digital-forestry\/\">Purdue Institute for Digital Forestry<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Forests cover nearly a third of Earth&#8217;s land surface, yet the tools used to measure and monitor them have changed little in decades. Most forest inventories in the United States are still conducted manually, covering less than 1% of forested land at any given time. Our Digital Forestry research program addresses this gap by developing and applying sensing technologies, artificial intelligence, and computational methods that make large-scale, precise forest measurement possible.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The lab leads the <a href=\"https:\/\/ag.purdue.edu\/digital-forestry\/\">Purdue Institute for Digital Forestry<\/a>, an interdisciplinary initiative that brings together researchers in forestry, engineering, computer science, and industrial design. The goal is practical: to measure, monitor, and manage forest ecosystems with a speed, precision, and scale that traditional approaches cannot achieve.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column column is-one-quarter-desktop is-full-tablet is-full-mobile page-layout-sidebar is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><\/p>\n<\/div>\n<\/div>\n\n    <\/div>\n<\/div>\n\n<div  class=\"section has-padding-top-small has-padding-bottom-small  page-layout-wide\">\n    <div class=\"container\">\n                <div class=\"tagged-header-container tagged-header-container--content-block tagged-header-container-gold\">\n            <h2 class=\"tagged-header tagged-header--gold\">Research Areas<\/h2>\n        <\/div>\n                \n\n<div class=\"wp-block-columns b-row is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column b-column  bg-image-aerial is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group content-container\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-text-align-center btn-head\">Area 1 \u2014 LiDAR-Based Forest Sensing and Inventory<\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Conventional forest inventory requires surveyors to measure trees one by one.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75 is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/lidar-based-forest-sensing-and-inventory\/\">Area Details<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column b-column  bg-image-fall-leaves is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group content-container\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-text-align-center btn-head\"><strong>Area 2 \u2014 AI-Driven Tree Analysis and Simulation<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Large-scale data collection only creates value if it can be efficiently analyzed.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75 is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/ai-driven-tree-analysis-and-simulation\/\">Area Details<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns b-row is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column b-column  bg-image-tree-canopy is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group content-container\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-text-align-center btn-head\"><strong><strong>Area 3 \u2014 UAV and Multimodal Remote Sensing<\/strong><\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Our remote sensing work applies UAV-based platforms and multimodal AI frameworks to monitor forest ecosystems from the air.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75 is-style-outline is-style-outline--3\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/uav-and-multimodal-remote-sensing\/\">Area Details<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column b-column  bg-image-aerial is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group content-container\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-text-align-center btn-head\"><strong>Area 4 \u2014 Structural Diversity as an Ecological Framework<\/strong><\/h3>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Digital datasets are not only tools for measurement \u2014 they also open new theoretical windows into how forests work.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-75 is-style-outline is-style-outline--4\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/structural-diversity-as-an-ecological-framework\/\">Area Details<\/a><\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n    <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-826","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/pages\/826","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/comments?post=826"}],"version-history":[{"count":54,"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/pages\/826\/revisions"}],"predecessor-version":[{"id":1101,"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/pages\/826\/revisions\/1101"}],"wp:attachment":[{"href":"https:\/\/www.purdue.edu\/fnr\/nrsa-lab\/wp-json\/wp\/v2\/media?parent=826"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}