{"id":201,"date":"2022-12-15T20:14:08","date_gmt":"2022-12-15T20:14:08","guid":{"rendered":"https:\/\/labs.ri.cmu.edu\/kantorlab\/?p=201"},"modified":"2023-01-11T11:13:25","modified_gmt":"2023-01-11T16:13:25","slug":"plant-stress-index","status":"publish","type":"post","link":"https:\/\/labs.ri.cmu.edu\/kantorlab\/plant-stress-index\/","title":{"rendered":"Plant Stress Index"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"201\" class=\"elementor elementor-201\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-72bd1469 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"72bd1469\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-627c1ad5\" data-id=\"627c1ad5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3bc36d39 elementor-align-right elementor-widget elementor-widget-breadcrumbs\" data-id=\"3bc36d39\" data-element_type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-361dce09 elementor-section-height-min-height elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"361dce09\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-187a19b1\" data-id=\"187a19b1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73c621be elementor-headline--style-rotate elementor-widget elementor-widget-animated-headline\" data-id=\"73c621be\" data-element_type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;clip&quot;,&quot;rotating_text&quot;:&quot;NASA\\nPlant Stress Detection&quot;,&quot;rotate_iteration_delay&quot;:5000,&quot;loop&quot;:&quot;yes&quot;}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2 class=\"elementor-headline elementor-headline-animation-type-clip\">\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tNASA\t\t\t<\/span>\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text\">\n\t\t\t\tPlant&nbsp;Stress&nbsp;Detection\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h2>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ff247e7 elementor-widget elementor-widget-text-editor\" data-id=\"2ff247e7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div><span lang=\"EN\">Utilizing in-situ growth lighting to enhance multi-spectral imaging and undertook water stress as a proof of concept abiotic stress condition.<\/span><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4185ab5d elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4185ab5d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"#ri-content\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read below...<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-63b4d3af elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"63b4d3af\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6b0361c9\" data-id=\"6b0361c9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fe67dfd elementor-widget elementor-widget-image\" data-id=\"fe67dfd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nass-plant-stress-index-web.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"nass plant stress index web\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjA2LCJ1cmwiOiJodHRwczpcL1wvbGFicy5yaS5jbXUuZWR1XC9rYW50b3JsYWJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcL3NpdGVzXC8yOVwvMjAyMlwvMTJcL25hc3MtcGxhbnQtc3RyZXNzLWluZGV4LXdlYi5qcGcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nass-plant-stress-index-web-1024x389.jpg\" class=\"attachment-large size-large wp-image-206\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nass-plant-stress-index-web-1024x389.jpg 1024w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nass-plant-stress-index-web-300x114.jpg 300w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nass-plant-stress-index-web-768x292.jpg 768w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nass-plant-stress-index-web-1536x583.jpg 1536w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nass-plant-stress-index-web-2048x777.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5ef953 elementor-widget elementor-widget-image\" data-id=\"d5ef953\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nasa-plant-stress-grow-room-scaled.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"nasa plant stress grow room\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjA0LCJ1cmwiOiJodHRwczpcL1wvbGFicy5yaS5jbXUuZWR1XC9rYW50b3JsYWJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcL3NpdGVzXC8yOVwvMjAyMlwvMTJcL25hc2EtcGxhbnQtc3RyZXNzLWdyb3ctcm9vbS1zY2FsZWQuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nasa-plant-stress-grow-room-1024x576.jpg\" class=\"attachment-large size-large wp-image-204\" alt=\"\" srcset=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nasa-plant-stress-grow-room-1024x576.jpg 1024w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nasa-plant-stress-grow-room-300x169.jpg 300w, https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nasa-plant-stress-grow-room-768x432.jpg 768w, 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href=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nasa-plant-stress-grow-room-scaled.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"546f5fd2\" data-elementor-lightbox-title=\"nasa plant stress grow room\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MjA0LCJ1cmwiOiJodHRwczpcL1wvbGFicy5yaS5jbXUuZWR1XC9rYW50b3JsYWJcL3dwLWNvbnRlbnRcL3VwbG9hZHNcL3NpdGVzXC8yOVwvMjAyMlwvMTJcL25hc2EtcGxhbnQtc3RyZXNzLWdyb3ctcm9vbS1zY2FsZWQuanBnIiwic2xpZGVzaG93IjoiNTQ2ZjVmZDIifQ%3D%3D\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/labs.ri.cmu.edu\/kantorlab\/wp-content\/uploads\/sites\/29\/2022\/12\/nasa-plant-stress-grow-room-300x169.jpg\" data-width=\"300\" data-height=\"169\" aria-label=\"\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-gallery-item__overlay\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-95ee10d\" data-id=\"95ee10d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1ee566d1 elementor-widget elementor-widget-menu-anchor\" data-id=\"1ee566d1\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"ri-content\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ee9aa43 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"5ee9aa43\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Research and development of a camera system and AI to detect biotic and abiotic stress in plants. <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-346fe0df elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"346fe0df\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-weight: 400;\">This project is a collaboration between CMU and Bloomfield Robotics in a NASA funded Small Business Technology Transfer (STTR) Phase I project. The overall goal of the project involves research and development of a camera system and Artificial Intelligence (AI) to detect biotic and abiotic stress in plants. More specifically, the project focused on utilizing in-situ growth lighting to enhance multi-spectral imaging and undertook water stress as a proof of concept abiotic stress condition.<\/p>\n<p>\nFunding institute: National Aeronautics and Space Administration (NASA)<\/p>\n\n<\/p>Current Status: Completed<\/p>\n<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>NASA Plant Stress Detection Utilizing in-situ growth lighting to enhance multi-spectral imaging and undertook water stress as a proof of concept abiotic stress condition.<\/p>\n","protected":false},"author":2,"featured_media":202,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-201","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - 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