{"id":1527,"date":"2020-09-05T22:59:45","date_gmt":"2020-09-05T22:59:45","guid":{"rendered":"https:\/\/beta.research.ece.ncsu.edu\/aros\/?page_id=1527"},"modified":"2021-02-11T12:37:25","modified_gmt":"2021-02-11T12:37:25","slug":"cyberplant","status":"publish","type":"page","link":"https:\/\/research.ece.ncsu.edu\/aros\/cyberplant\/","title":{"rendered":"Plant Phenotyping"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; admin_label=&#8221;section&#8221; _builder_version=&#8221;3.22&#8243;][et_pb_row admin_label=&#8221;row&#8221; _builder_version=&#8221;3.25&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;3.25&#8243; custom_padding=&#8221;|||&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_slider _builder_version=&#8221;4.9.0&#8243; custom_button=&#8221;on&#8221; button_text_color=&#8221;#000000&#8243; button_border_color=&#8221;#000000&#8243; 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button_two_letter_spacing__hover=&#8221;null&#8221; button_bg_color__hover_enabled=&#8221;off&#8221; button_bg_color__hover=&#8221;null&#8221; button_one_bg_color__hover_enabled=&#8221;off&#8221; button_one_bg_color__hover=&#8221;null&#8221; button_two_bg_color__hover_enabled=&#8221;off&#8221; button_two_bg_color__hover=&#8221;null&#8221;][et_pb_slide _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/research.ece.ncsu.edu\/wp-content\/uploads\/sites\/7\/2021\/02\/PlantPheno1.png&#8221; background_enable_image=&#8221;on&#8221; sticky_transition=&#8221;on&#8221;]<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_slide][et_pb_slide _builder_version=&#8221;4.9.0&#8243; _module_preset=&#8221;default&#8221; background_image=&#8221;https:\/\/research.ece.ncsu.edu\/wp-content\/uploads\/sites\/7\/2021\/02\/PlantPheno2.png&#8221; background_enable_image=&#8221;on&#8221; sticky_transition=&#8221;on&#8221;][\/et_pb_slide][\/et_pb_slider][et_pb_text admin_label=&#8221;Title&#8221; _builder_version=&#8221;4.9.0&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; module_alignment=&#8221;left&#8221; use_border_color=&#8221;off&#8221;]<\/p>\n<h1>\u00a0<\/h1>\n<h1><strong>Plant Phynotyping<br \/><\/strong><\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;3.25&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;3.25&#8243; custom_padding=&#8221;|||&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Description&#8221; _builder_version=&#8221;4.9.0&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; module_alignment=&#8221;left&#8221; use_border_color=&#8221;off&#8221;]<\/p>\n<p>Phenotyping of crops is essential to determine crop damage due to storms, or to determine the stress of the plant due to diseases or lack of fertilization \/ water.<\/p>\n<p>This work is a collaboration between the ARoS Lab, <a href=\"https:\/\/biointerface.ece.ncsu.edu\/\">Dr. Michael Daniele<\/a> (Associate Professor at NCSU) and <a href=\"https:\/\/ibionics.ece.ncsu.edu\/main.html\">Dr. Alper Bozkurt<\/a> (Professor at NCSU). This work is funded by the United States Department of Agriculture (USDA) &#8211; National Institute of Food and Agriculture under Grant number 1015796.<\/p>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;News&#8221; _builder_version=&#8221;4.9.0&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; module_alignment=&#8221;left&#8221; use_border_color=&#8221;off&#8221;]<\/p>\n<h3>In the News<\/h3>\n<ul>\n<li>January 18, 2021 &#8211; OpenCV Blog &#8211; <a href=\"https:\/\/opencv.org\/smarter-more-precise-weed-management-with-phenocv-weedcam\/\">Smarter, More Precise Weed Management with PhenoCV-WeedCam<\/a><\/li>\n<li>November 12, 2019 -NCSU News \u2013 <a href=\"https:\/\/cals.ncsu.edu\/news\/10m-grant-to-nc-state-usda-ars-to-advance-cover-crops-transform-agriculture\/\">$10M Grant to NC State, USDA-ARS to Advance Cover Crops, Transform Agriculture<\/a><\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;3.25&#8243; custom_padding=&#8221;|||&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Resources&#8221; _builder_version=&#8221;4.9.0&#8243; background_color=&#8221;#d2e4f9&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; module_alignment=&#8221;left&#8221; custom_margin=&#8221;0px|0px|0px|0px|false|false&#8221; custom_padding=&#8221;20px|20px|20px|20px|true|true&#8221; border_radii=&#8221;on|2px|2px|2px|2px&#8221; box_shadow_style=&#8221;preset2&#8243;]<\/p>\n<h3>Resources<\/h3>\n<ul>\n<li><strong><a href=\"https:\/\/github.com\/ARoS-NCSU\/PlantPhenotypingPlatform\">NCSU-AROS Platforms for Data Collection GitHub<\/a><\/strong> [Released: February 2021] &#8211; Design schematics and source code for platforms for this project. Please cite [2] under Publications.<\/li>\n<\/ul>\n<p>[\/et_pb_text][et_pb_text admin_label=&#8221;Publications&#8221; _builder_version=&#8221;4.9.0&#8243; background_size=&#8221;initial&#8221; background_position=&#8221;top_left&#8221; background_repeat=&#8221;repeat&#8221; module_alignment=&#8221;left&#8221;]<\/p>\n<h3>\u00a0<\/h3>\n<h3>Publications<\/h3>\n<ol>\n<li>P. Ramos-Giraldo, C. Reberg-Horton, S. Mirsky, E. Lobaton, A. Lock, E. Henriquez, A. Zuniga, A. Minin, \u201c<strong>Low-Cost Camera to Detect Water Stress in Crops with Embedded Machine Learning<\/strong>,\u201d IEEE Sensors 2020.<\/li>\n<li>R. da Silva, N. Starliper, D.K. Bhosale, M. Taggart, R. Ranganath, T. Sarje, M. Daniele, A. Bozkurt, T. Rufty and E. Lobaton, \u201c<strong>Feasibility Study of Water Stress Detection in Plants using a High-Throughput Low-Cost System<\/strong>,\u201d IEEE Sensors, 2020.<\/li>\n<\/ol>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; &nbsp; &nbsp; &nbsp;\u00a0 Plant PhynotypingPhenotyping of crops is essential to determine crop damage due to storms, or to determine the stress of the plant due to diseases or lack [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","_members_access_role":[],"_members_access_error":""},"class_list":["post-1527","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"Plant Phynotyping Phenotyping of crops is essential to determine crop damage due to storms, or to determine the stress of the plant due to diseases or lack of fertilization \/ water. 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