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Advanced Plant Phenotyping Laboratory (APPL) | ORNL
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menu" class="fas fa-angle-down"></i> </div> </header> </div> <div class="basic-page"> <main class="basic-main-container" role="main"> <div > <div class="container"> <div id="block-add-to-any-block"> <div class="add-to-any-container"> <div class="add-to-any-wrapper"> <span class="add-to-any-text">SHARE</span><span class="a2a_kit a2a_kit_size_32 addtoany_list" data-a2a-url="https://www.ornl.gov/appl" data-a2a-title="Add to Any Block"><a class="a2a_button_facebook"></a><a class="a2a_button_twitter"></a><a class="a2a_button_linkedin"></a><a class="a2a_button_email"></a></span> </div> </div> </div> </div> </div> <div class="top-content"> <div id="block-entityviewcontent-7"> <article class="node node--type-page node--view-mode-basic-page-hero-section"> <h1 class="page-title"> <span>Advanced Plant Phenotyping Laboratory (APPL)</span> </h1> <div class="node__content"> </div> </article> </div> </div> <div > <div class="status-messages-container"> <div data-drupal-messages-fallback class="hidden"></div> </div> </div> <div class="container-1col"> <div class="main-content" id="main-content"> <div class="content-section" > <div id="block-ornl-content"> <article class="node node--type-page node--view-mode-full"> <div class="node__content"> <div class="field-container" > <div class="section-topic"> <div class="topic-label">Topics:</div> <ul> <li> <a href="/directorate/bessd">Biology and Environment</a> </li> <li> <a href="/directorate/estd">Clean Energy</a> </li> </ul> </div> </div> <div class="field-wrapper"> <div class="field-container" > <div class="field-elements" > <div class="field-element" > <div class="text-paragraph paragraph paragraph--type--text-body paragraph--view-mode--default"> <div class="text-only-container"> <div class="field-wrapper text-left-indent"> <div class="field-container" > <div class="field-element" ><h2><strong>New Plant Phenotyping Capabilities to Drive Scientific Discoveries</strong></h2><p>A unique plant phenotyping system at Oak Ridge National Laboratory provides high-resolution data to accelerate fundamental science investigations鈥攃onnecting genotypes to phenotypes with applications for bioenergy, agriculture, and climate resilience. The high-throughput system offers one of the most diverse suites of imaging capabilities for plant phenotyping worldwide.</p><p>Integrating these capabilities with the wealth of genomic data on plants and microbes generated through, for example, the DOE Center for Bioenergy Innovation or the DOE Plant-Microbe Interfaces Scientific Focus Area at ORNL enables new avenues for scientific discovery.</p></div> </div> </div> </div> </div> </div> <div class="field-element" > <div class="promo-video-wrapper"> <div class="promo-video-gray-bg"> <div class="solo-video-embed-wrapper"> <div class="youtube-video-wrapper"> <div id="embed-element-69833" class="embed-element"> <div class="youtube-embed-wrapper"> https://youtu.be/ogmA9eSGi6I </div> </div> </div> </div> </div> </div> </div> <div class="field-element" > <div class="text-paragraph paragraph paragraph--type--text-body paragraph--view-mode--default"> <div class="text-only-container"> <div class="field-wrapper text-left-indent"> <div class="field-container" > <div class="field-element" ><h3><strong>Capturing Critical Data</strong></h3><p>Simultaneously measuring multiple characteristics and processes across plant populations requires speed and accuracy. The automated system achieves high throughput with higher resolution measurements than possible through traditional manual methods, allowing scientists to capture data for hundreds of plants before internal and external conditions change. The system has five image capture stations鈥攄ynamic chlorophyll fluorescence imaging, thermal imaging, near-infrared, 3D plant modeling, and hyperspectral imaging鈥攚hich combine to provide the user with daily leaf-level spectra across a 90-day period.</p></div> </div> </div> </div> </div> </div> <div class="field-element" > <div class="paragraph paragraph--type--multi-column-section paragraph--view-mode--default"> <h2>Capabilities</h2> <div class="multi-column-wrapper"> <div class="multi-column-3"> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="phenotyping_hyperspectral.png"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2020-07/phenotyping_hyperspectral.png?h=7a45d5c8&itok=uH8xT6Tn" width="1000" height="650" alt="Hyperspectral Imaging " /> <div class="content-image__magnify"> <a href="/sites/default/files/2020-07/phenotyping_hyperspectral.png"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" >Hyperspectral Imaging </div> </div> </div> </div> </div> </div> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="phenotyping_3d_model.png"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2020-07/phenotyping_3d_model.png?h=d86ff584&itok=iscU35Ah" width="1000" height="650" alt="3D model from phenotyping system" /> <div class="content-image__magnify"> <a href="/sites/default/files/2020-07/phenotyping_3d_model.png"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" >3D Modeling</div> </div> </div> </div> </div> </div> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="phenotyping_vnir.png"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2020-07/phenotyping_vnir.png?h=d73cc649&itok=6SXCGhlT" width="1000" height="650" alt="Infrared phenotyping" /> <div class="content-image__magnify"> <a href="/sites/default/files/2020-07/phenotyping_vnir.png"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" >Infrared Imaging</div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="field-element" > <div class="paragraph paragraph--type--multi-column-section paragraph--view-mode--default"> <div class="multi-column-wrapper"> <div class="multi-column-3"> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="phenotyping_thermal.jpg"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2020-07/Phenotyping_thermal.jpg?h=384460d4&itok=UGnbDdre" width="1000" height="650" alt="Thermal Imaging" /> <div class="content-image__magnify"> <a href="/sites/default/files/2020-07/Phenotyping_thermal.jpg"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" >Thermal Imaging</div> </div> </div> </div> </div> </div> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="chlorophyll_flouresence_.png"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2020-07/chlorophyll_flouresence_.png?h=0c26c4c5&itok=z4aT_Y9N" width="1000" height="650" alt="Chlorophyll Flouresence" /> <div class="content-image__magnify"> <a href="/sites/default/files/2020-07/chlorophyll_flouresence_.png"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" >Chlorophyll Fluorescence</div> </div> </div> </div> </div> </div> <div class="featured-card"> <div class="featured-card-image"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="rgb_top.png"> <div class="content-image content-image--undefined"> <div class="content-image__img"> <img loading="lazy" src="/sites/default/files/styles/main_image_style/public/2020-07/rgb_top.png?h=71655ab8&itok=-Qvnm17P" width="1000" height="650" alt="RGB Imaging" /> <div class="content-image__magnify"> <a href="/sites/default/files/2020-07/rgb_top.png"><span>View a hi-res version of this image</span></a> </div> </div> </div> </article> </div> </div> </div> </div> <div class="featured-card-text"> <div class="featured-card-heading"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" >RGB Imaging</div> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="field-element" > <div class="text-paragraph paragraph paragraph--type--text-body paragraph--view-mode--default"> <div class="text-only-container"> <div class="field-wrapper text-left-indent"> <div class="field-container" > <div class="field-element" ><h3>Research and Development</h3><p>Users interested in plant growth characteristics, photosynthetic activity, biochemical status, and response to stress can associate changes in leaf-level spectra with changes in pigment composition, biochemical composition, nitrogen content, leaf water status, plant growth dynamics, and other phenotypes. The system uses sophisticated robotics and sensors to capture day and nighttime images, automating the measurement of:</p><ul><li>Plant morphology</li><li>Biomass accumulation</li><li>Photosynthetic activity</li><li>Physiological status</li><li>Relative water content and distribution</li><li>Stomatal movement</li><li>Stress response</li><li>Biochemical composition</li></ul></div> </div> </div> </div> </div> </div> <div class="field-element" > <div class="paragraph paragraph--type--contact paragraph--view-mode--default"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article class="contact-card node node--type-staff-profile node--view-mode-contact-card"> <div class="contact-card-inner-wrapper"> <div class="contact-card-photo"> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <article aria-label="Gerald A Tuskan"> <div> <div class="field-wrapper"> <div class="field-container" > <div class="field-element" > <img loading="lazy" src="/sites/default/files/styles/staff_profile_image_style/public/2023-06/Tuskan%2C%20Gerald.png?h=8f171a4f&itok=8xwYLTyd" width="260" height="325" alt="Gerald A Tuskan" /> </div> </div> </div> </div> </article> </div> </div> </div> </div> <div class="contact-card-details"> <div class="media-contact-title"> <h3>Media Contact</h3> </div> <div class="contact-title"> <h3>Contact</h3> </div> <div class="contact-card-name"> Gerald A Tuskan </div> <div class="contact-card-email"> <a href="mailto:tuskanga@ornl.gov">tuskanga@ornl.gov</a>, </div> <div class="contact-card-phone"> <a class="contact-card-link" href="tel:8655768141">865.576.8141</a> </div> </div> </div> </article> </div> </div> </div> </div> </div> </div> </div> </div> </div> </article> </div> </div> </div> </div> <div class="bottom-section-content" > <div id="block-entityviewcontent-3"> <article class="node node--type-page node--view-mode-bottom-section-content"> <div class="landing-page-paragraphs-container"> 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