{"id":28,"date":"2024-11-22T19:12:27","date_gmt":"2024-11-23T00:12:27","guid":{"rendered":"https:\/\/site.caes.uga.edu\/isp\/?page_id=28"},"modified":"2026-04-22T16:57:27","modified_gmt":"2026-04-22T20:57:27","slug":"projects","status":"publish","type":"page","link":"https:\/\/site.caes.uga.edu\/isp\/projects\/","title":{"rendered":"Projects"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><a href=\"#current\">Current<\/a><\/li>\n\n\n\n<li><a href=\"#completed\">Completed<\/a><\/li>\n\n\n\n<li><a href=\"#publicationfee\" data-type=\"internal\" data-id=\"#publicationfee\">Publication fee waiver<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p>The total budget of the funded research projects is $3,562,595.33, and LI&#8217;s budget share is $1,939,281.53. We greatly appreciate the sponsors and partnerships that have enabled the lab to advance science, engineering, and applied research.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"current\">Current<\/h1>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"643\" height=\"270\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2026\/04\/usda_nifa_logo.jpg\" alt=\"\" class=\"wp-image-977\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2026\/04\/usda_nifa_logo.jpg 643w, https:\/\/site.caes.uga.edu\/isp\/files\/2026\/04\/usda_nifa_logo-300x126.jpg 300w, https:\/\/site.caes.uga.edu\/isp\/files\/2026\/04\/usda_nifa_logo-50x21.jpg 50w\" sizes=\"auto, (max-width: 643px) 100vw, 643px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G<\/strong>, Regmi, P., Ellestad, L., Aggrey, S.E., Chen, C., Rasheed, K. 03\/2026-02\/2029. Artificial Intelligence-Driven Welfare Indicators and Management Strategies to Improve Broiler Chicken Well-Being and Productivity. $635,000. Project number: 2026-67015-45963.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"302\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856.jpg\" alt=\"\" class=\"wp-image-905\" style=\"width:152px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856.jpg 500w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856-300x181.jpg 300w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/11\/USB_Preferred_RGB_GRN348_C-e1718813442856-50x30.jpg 50w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Olukosi, O. A., <strong>Li, G<\/strong>. 10\/2025-09\/2026. Machine learning for precision poultry nutrition. United Sobean Board.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"264\" height=\"191\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-cobb-1.png\" alt=\"\" class=\"wp-image-103\" style=\"width:152px;height:auto\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Aggrey, S.E., Rasheed, K.M., Alves, A.A.C. 09\/2025-08\/2027. <a href=\"https:\/\/www.cobbgenetics.com\/en_US\/news\/cobb-vantress-announces-2025-cobb-research-initiative-cri-grant-recipients\">Development and validation of an intelligent system for individual tracking and phenotype extraction in group-housed broiler chickens throughout the production cycle<\/a>. Cobb Research Initiative launched by Cobb-Vantress.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"347\" height=\"145\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-nifa.jpg\" alt=\"USDA NIFA symbol\" class=\"wp-image-120\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-nifa.jpg 347w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-nifa-300x125.jpg 300w\" sizes=\"auto, (max-width: 347px) 100vw, 347px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Parasuraman, R. N., <strong>Li, G.<\/strong>, Pidaparti, R. M., Fairchild, B., Peschel, J. 09\/2024-08\/2027. <a href=\"https:\/\/portal.nifa.usda.gov\/web\/crisprojectpages\/1033201-collaborative-research-cps-medium-ai-driven-cyber-physical-heterogeneous-systems-for-precision-poultry-farming.html\">COLLABORATIVE RESEARCH: CPS: MEDIUM: AI-DRIVEN CYBER-PHYSICAL HETEROGENEOUS SYSTEMS FOR PRECISION POULTRY FARMING<\/a>. $1,000,000. USDA National Institute of Food and Agriculture. Project number: 2024-67021-43694.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"348\" height=\"145\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-1.jpg\" alt=\"USDA ARS symbol\" class=\"wp-image-114\" style=\"width:245px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-1.jpg 348w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-1-300x125.jpg 300w\" sizes=\"auto, (max-width: 348px) 100vw, 348px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Oladeinde, A., <strong>Li, G.<\/strong>, Aggrey, S.E. 06\/2024-06\/2026. SalmonellaDetector: A Mobile Application for On-site Broiler Salmonella Infection Diagnosis. USDA Agricultural Research Service.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"314\" height=\"57\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-2.png\" alt=\"USPOULTRY symbol\" class=\"wp-image-111\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-2.png 314w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-2-300x54.png 300w\" sizes=\"auto, (max-width: 314px) 100vw, 314px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Oladeinde, A., Aggrey, S.E. 07\/2024-06\/2026. SalmonellaDetector: A Mobile Application for On-site Broiler Salmonella Infection Diagnosis. $79,936. US Poultry &amp; Egg Association. Project number: F-114.<\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"completed\">Completed<\/h1>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"264\" height=\"191\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-cobb-1.png\" alt=\"Cobb-Vantress symbol\" class=\"wp-image-103\" style=\"width:150px;height:auto\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Regmi, P., Chai, L., Wilson, J.L., Kim, W. 08\/2023-09\/2025. <a href=\"https:\/\/www.cobbgenetics.com\/en_US\/news\/cobb-announces-new-funding-for-research-grants\">An Artificial Intelligence-assisted Gait Scoring System for Individual Broilers in Group Settings<\/a>. Cobb Research Initiative launched by Cobb-Vantress.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-3.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-101\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-3.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-3-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Parasuraman, R. N., Lu, G., Rasheed, K., Aggrey, S.E., Mani, S., Fairchild, B. 11\/2024-06\/2025. An Artificial Intelligence-assisted Multimodal Robot for Searching, Localizing, and Collecting Floor Eggs for Poultry. $5,000. Institute for Integrative Precision Agriculture. Project number: 8750.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-5.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-108\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-5.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-5-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Kucha, C., Usack, J., <strong>Li, G.<\/strong>, Mohan, A., Mahmud, M.S. 11\/2024-06\/2025. ACQUISITION OF A SHARED-USE TERAHERTZ SPECTROSCOPY AND IMAGING EQUIPMENT TO SUPPORT RESEARCH AND TRAINING IN INTEGRATED PRECISION AGRICULTURE. $30,000. Institute for Integrative Precision Agriculture. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"314\" height=\"57\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized.png\" alt=\"USPOULTRY symbol\" class=\"wp-image-74\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized.png 314w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-300x54.png 300w\" sizes=\"auto, (max-width: 314px) 100vw, 314px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Chai, L., Ramaswamy, L.M. Development of a Web-based Artificial Intelligence System for Analyzing Broiler Activity Index. 10\/2023-02\/2025. $47,305. US Poultry &amp; Egg Association. Project number: F-113.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"758\" height=\"451\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024.png\" alt=\"\" class=\"wp-image-812\" style=\"width:197px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024.png 758w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024-300x178.png 300w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/06\/Screenshot-2025-06-06-165024-50x30.png 50w\" sizes=\"auto, (max-width: 758px) 100vw, 758px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Mahmud, M.S., Lu, G., <strong>Li, G.<\/strong> 06\/2024-06\/2025. Agriculture Robotics VIP Team. $12,000. Office of Instruction and Office of Research. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"348\" height=\"145\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-2.jpg\" alt=\"USDA ARS symbol\" class=\"wp-image-116\" style=\"width:204px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-2.jpg 348w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-USDA-ARS-2-300x125.jpg 300w\" sizes=\"auto, (max-width: 348px) 100vw, 348px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Oladeinde, A. 06\/2024-11\/2024. Hyperspectral systems for precision poultry sensing. Gift. Sponsor: USDA Agricultural Research Service.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-4.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-105\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-4.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-4-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Kucha, C.,<strong> Li, G.<\/strong>, Doshi, P., Mohan, A., Kong, F. 12\/2023-06\/2024. <a href=\"https:\/\/iipa.uga.edu\/2024-seed-grant-recipients\/\">PRECISIONDETECT (PD): AI-Enhanced Hyperspectral Imaging for Early Chicken Egg Fertility Detection<\/a>. $30,000. Institute for Integrative Precision Agriculture. <\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-2.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-98\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-2.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-2-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Oladeinde, A., Aggrey, S.E., Mahmud, M.S., Chai, L., Liu, T., Niu, W., Kucha, C., Parasuraman, R.N., Pidaparti, R.M.  10\/2023-10\/2024. <a href=\"https:\/\/research.uga.edu\/team-pre-seeds\/projects\/mobile-sensing-for-precision-poultry-disease-management\/\">Mobile Sensing for Precision Poultry Disease Management<\/a>. $5,000. Institute for Integrative Precision Agriculture. Project number: 1941.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-1.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-97\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-1.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-1-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Parasuraman, R. N., Pidaparti, R. M. 12\/2023-06\/2024. <a href=\"https:\/\/iipa.uga.edu\/2024-seed-grant-recipients\/\">EggPicker: A mobile robotic system for identifying, localizing, and collecting floor eggs in cage-free hen housing environments<\/a>. $30,000. Institute for Integrative Precision Agriculture. Project number: 2528.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"389\" height=\"129\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download.png\" alt=\"Symbol for Institute for Integrative Precision Agriculture\" class=\"wp-image-95\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download.png 389w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/download-300x99.png 300w\" sizes=\"auto, (max-width: 389px) 100vw, 389px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Chai, L., Regmi, P., <strong>Li, G. <\/strong>04\/2023-12\/2023. Precision Farming Frameworks for Climate Smart Poultry Production. $150,000. Institute for Integrative Precision Agriculture.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"684\" height=\"974\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1.png\" alt=\"\" class=\"wp-image-843\" style=\"width:94px;height:auto\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1.png 684w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1-211x300.png 211w, https:\/\/site.caes.uga.edu\/isp\/files\/2025\/08\/341516360_1105537644181698_212030355947547084_n-1-50x71.png 50w\" sizes=\"auto, (max-width: 684px) 100vw, 684px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p><strong>Li, G.<\/strong>, Ji, B. 12\/2022-12\/2023. \u201cAutomated Prediction of Phenotypic Traits for Commercial Swine Breeding Management via a Three-Dimensional Scanning System\u201d. Pig Improvement Company.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"120\" height=\"98\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/logo-pork.png\" alt=\"National Pork Board symbol\" class=\"wp-image-93\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Gates, R., Ramirez, B., Xiong, Y., <strong>Li, G.<\/strong>, Burns, R. 05\/2022-12\/2023. \u201cTesting draft EPA models for swine emissions of ammonia, hydrogen sulfide and particulate matter\u201d. $36,000. National Pork Board.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"140\" height=\"93\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/IncredibleEgg_animatedlogo_v2.gif\" alt=\"American Egg Board symbol\" class=\"wp-image-90\" style=\"width:119px;height:auto\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Gates, R., Ramirez, B., Xiong, Y., <strong>Li, G. <\/strong>01\/2022-06\/2023.&nbsp; \u201cAssessing the Draft EPA Laying Hen Emissions Models\u201d. $20,000. American Egg Board.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"314\" height=\"57\" src=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-1.png\" alt=\"USPOULTRY symbol\" class=\"wp-image-88\" srcset=\"https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-1.png 314w, https:\/\/site.caes.uga.edu\/isp\/files\/2024\/11\/uspoultry-logo-optimized-1-300x54.png 300w\" sizes=\"auto, (max-width: 314px) 100vw, 314px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:85%\">\n<p>Gates, R., Ramirez, B., Xiong, Y., <strong>Li, G.<\/strong>, Burns, R. 05\/2022-06\/2023. \u201cEvaluating draft EPA models for broiler emissions of ammonia and particulate matter\u201d. $25,000. US Poultry &amp; Egg Association. <\/p>\n<\/div>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<h1 class=\"wp-block-heading\" id=\"publicationfee\">Publication fee waiver<\/h1>\n\n\n\n<p>The following articles were applied with publication fee waiver\/discounts due to LI&#8217;s academic reputation.<\/p>\n\n\n\n<figure class=\"wp-block-table caes-extended-core-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Date<\/strong><\/td><td><strong>Journal<\/strong><\/td><td><strong>Waived amount (discount)<\/strong><\/td><td><strong>Article title<\/strong><\/td><\/tr><tr><td>04\/2025<\/td><td>Animals<\/td><td>$2,897 (100%)<\/td><td>Separating Chickens\u2019 Heads and Legs in Thermal Images via Object Detection and Machine Learning Models to Predict Avian Influenza and Newcastle Disease<\/td><\/tr><tr><td>10\/2024<\/td><td>AgriEngineering<\/td><td>$1,850 (100%)<\/td><td>Quantifying Nesting Behavior Metrics of Broiler Breeder Hens with Computationally Efficient Image Processing Algorithms and Big Data Analytics<\/td><\/tr><tr><td>07\/2023<\/td><td>Animals<\/td><td>$1,000 (50%)<\/td><td>Early Detection of Avian Diseases Based on Thermography and Artificial Intelligence<\/td><\/tr><tr><td>02\/2023<\/td><td>Animals<\/td><td>$1,000 (50%)<\/td><td>Tracking and Characterizing Spatiotemporal and Three-Dimensional Locomotive Behaviors of Individual Broilers in the Three-Point Gait-Scoring System<\/td><\/tr><tr><td>06\/2022<\/td><td>Animals<\/td><td>$1,000 (50%)<\/td><td>Individual Beef Cattle Identification Using Muzzle Images and Deep Learning Techniques<\/td><\/tr><tr><td>08\/2021<\/td><td>Sensors<\/td><td>$2,000 (100%)<\/td><td>Classifying ingestive behavior of dairy cows via automatic sound recognition<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>The total budget of the funded research projects is $3,562,595.33, and LI&#8217;s budget share is $1,939,281.53. We greatly appreciate the sponsors and partnerships that have enabled the lab to advance science, engineering, and applied research. Current Li, G, Regmi, P., Ellestad, L., Aggrey, S.E., Chen, C., Rasheed, K. 03\/2026-02\/2029. Artificial Intelligence-Driven Welfare Indicators and Management [&hellip;]<\/p>\n","protected":false},"author":994,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-28","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages\/28","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/users\/994"}],"replies":[{"embeddable":true,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/comments?post=28"}],"version-history":[{"count":10,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages\/28\/revisions"}],"predecessor-version":[{"id":979,"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/pages\/28\/revisions\/979"}],"wp:attachment":[{"href":"https:\/\/site.caes.uga.edu\/isp\/wp-json\/wp\/v2\/media?parent=28"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}