{"id":9,"date":"2015-10-21T14:15:40","date_gmt":"2015-10-21T21:15:40","guid":{"rendered":"http:\/\/labs.wsu.edu\/sankaran-phenomics\/?page_id=9"},"modified":"2026-01-30T16:46:47","modified_gmt":"2026-01-31T00:46:47","slug":"presentations","status":"publish","type":"page","link":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/presentations\/","title":{"rendered":"Presentations"},"content":{"rendered":"<br \/>\n<section id=\"builder-section-1445461980414\" class=\"row single gutter pad-top\">\n<div style=\"\" class=\"column one \">\n<header>\n<h2>Presentations [Selected]<\/h2>\n<\/header>\n<ul>\n<li>Marasingha, L., Veloo, K., Glenn, A.E., King, A.B., Smith, B.J., Marleau, M.M., and <strong>Sankaran, S<\/strong><sup>*<\/sup>. 2025. Tuber Ruler: a mobile application for evaluating image-based potato tuber size. ASABE Paper No. 2501699, 2025 ASABE AIM, Toronto, Canada, 14-16 July 2025.<\/li>\n<li>Valencia\u2010Ortiz, M., McGee, R., and <strong>Sankaran, S<\/strong><sup>*<\/sup>. Field asymmetric ion mobility spectrometry for early asymptomatic disease detection in peas using volatile biomarkers ASABE Paper No. 2501702, 2025 ASABE AIM, Toronto, Canada, 14-16 July 2025.<\/li>\n<li>Sangjan, W., Pukrongta, N., Buchanan, T., Carter, A.H., Pumphrey, M.O., and <strong>Sankaran, S<\/strong><sup>*<\/sup>. 2024. Time-series analysis of multispectral data captured using the IoT-based sensor system to evaluate dynamic crop responses in winter and spring wheat. The International Plant Phenotyping Symposium (IPPS), Lincoln, NE, 7-11 October 2024.<\/li>\n<li>Sangjan, W., Buchanan, T., Pukrongta, N., Carter, A.H., Pumphrey, M.O., and <strong>Sankaran, S<\/strong><sup>*<\/sup>. 2024. IoT-based time-series multispectral imagery analysis using machine learning techniques for yield prediction in winter and spring wheat breeding programs. Paper No. 2401344, 2024 ASABE AIM, Anaheim, CA, 29-31 July 2024.<\/li>\n<li>Sangjan, W., Carter, A.H., Pumphrey, M.O., Hagemeyer, K., Jitkov, V., and <strong>Sankaran, S<\/strong><sup>*<\/sup>. 2024. Analysis of UAV-based temporal data to predict wheat heading date and grain yield using time series machine and deep learning models. Paper No. 2401342, 2024 ASABE AIM, Anaheim, CA, 29-31 July 2024.<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, Carter, A.H., Pumphrey, M.O., and <strong>Sankaran, S<\/strong>. 2024. Latent embeddings from multispectral imagery for enhanced crop phenotyping. Paper No. 2401161, 2024 ASABE AIM, Anaheim, CA, 29-31 July 2024.<\/li>\n<li>Umani, K.<sup>*<\/sup>, Valencia\u2010Ortiz, M., and <strong>Sankaran, S<\/strong>. 2024. Spatial variability of volatile organic compounds profiles in potato bulk storage measured using developed sampling unit. Paper No. 2401320, 2024 ASABE AIM, Anaheim, CA, 29-31 July 2024.<\/li>\n<li>Umani, K.<sup>*<\/sup>, Daba, S., McGee, R., Vandemark, G., and <strong>Sankaran, S<\/strong>. 2024. Genotype-by-environment interaction analysis of chickpea performance using remote sensing and yield data with multi-environment trials. Paper No. 2401321, 2024 ASABE AIM, Anaheim, CA, 29-31 July 2024 (<em>Poster<\/em>).<\/li>\n<li>Veloo, K.<sup>*<\/sup>, Carter, A.H., Garland-Campbell, K., Pumphrey, M.O., Rajagopalan, K., and <strong>Sankaran, S<\/strong>. 2024. UAV-derived digital trait analysis for consistent representation of wheat grain yield and adaptability across variable environments. Paper No. 2401227, 2024 ASABE AIM, Anaheim, CA, 29-31 July 2024.<\/li>\n<li>Veloo, K.<sup>*<\/sup>, Valencia\u2010Ortiz<sup>1<\/sup>, M., Pumphrey, M.O., Carter, A.H., Garland-Campbell, K., and <strong>Sankaran, S<\/strong>. 2024. Performance evaluation of Raspberry-Pi Sensor system with multispectral and thermal cameras for monitoring drought effects in wheat. Paper No. 2401224, 2024 ASABE AIM, Anaheim, CA, 29-31 July 2024.<\/li>\n<li>Veloo, K.<sup>*<\/sup>, Valencia\u2010Ortiz, M., Pumphrey, M.O., Carter, A.H., Garland-Campbell, K., and <strong>Sankaran, S<\/strong>. 2024. Development and validation of a multispectral and thermal sensor system for in-field crop drought stress monitoring in wheat. 2024 NAPPN Annual Conference, West Lafayette, IN, 25-27, February 2024.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Carter, A.H., Pumphrey, M.O., Hagemeyer, K., Jitkov, V., and <strong>Sankaran, S<\/strong>. 2023. Effect of UAV and high-resolution satellite imagery plot pixel resolution on assessment of crop performance in spring and winter wheat breeding programs. Paper No. 2301067, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023.<\/li>\n<li>Valencia\u2010Ortiz, M.<sup>*<\/sup>, McGee, R., and <strong>Sankaran, S<\/strong>. 2023. Volatile biomarker-based detection of Aphanomyces root rot in pea using field asymmetric ion mobility spectrometry. Paper No. 2300920, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, McGee, R., and <strong>Sankaran, S<\/strong>. 2023. Evaluation of forage quality in a pea breeding program using hyperspectral sensing system. Paper No. 2301065, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Pukrongta, N., Carter, A.H., Pumphrey, M.O., and <strong>Sankaran, S<\/strong>. 2023. AGIcam: IoT-based multispectral sensor system for real-time and automated in-field crop monitoring. Paper No. 2301064, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023.<\/li>\n<li>Veloo, K.<sup>*<\/sup>, Valencia\u2010Ortiz<sup>1<\/sup>, M., Pumphrey, M.O., Carter, A.H., and <strong>Sankaran, S<\/strong>. 2023. Multispectral and thermal camera integrated sensor system development and evaluation for in-field crop monitoring for IoT applications. Paper No. 2301202, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023.<\/li>\n<li>Valencia\u2010Ortiz, M.<sup>*<\/sup>, McGee, R., Carter, A.H., and <strong>Sankaran, S<\/strong>. 2023. Effect of radiometric correction as a function of UAV flight altitudes on vegetation indices and yield prediction. Paper No. 2300922, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023.<\/li>\n<li>Umani, K.<sup>*<\/sup>, McGee, R., Vandemark, G., and <strong>Sankaran, S<\/strong>. 2023. Genotype x environment interaction and stability analysis of crop performance in pulse crop utilizing multi-environment trials in Palouse region of USA. Paper No. 2300760, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023.<\/li>\n<li>Umani, K.<sup>*<\/sup>, Valencia\u2010Ortiz<sup>1<\/sup>, M., and <strong>Sankaran, S<\/strong>. 2023. Development and evaluation of field volatile organic compounds sampling unit for rapid profiling of potato postharvest quality. Paper No. 2300926, 2023 ASABE AIM, Omaha, NE, 10-12 July 2023 (<em>Poster<\/em>).<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Pukrongta, N., Carter, A. H., Pumphrey, M. O., and Sankaran, S. 2023. Development of IoT-based sensor system for automated in-field monitoring to support crop breeding programs. North American Plant Phenotyping Network Annual Conference, St. Louis, MO, 14-17 February 2023.<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, Ma, Y., McGee, R., Khot, L.R., and <strong>Sankaran, S<\/strong>. 2022. Image-based evaluation of Aphanomyces root rot severity in lentil: A machine learning approach. 8th International Legume Root Diseases Workshop, 23-26 August 2022. [Virtual]<\/li>\n<li><strong>Sankaran, S<\/strong>.<sup>*<\/sup>, Kothawade, G.S., Sangjan, W., Bates, A., Schroeder, B., and Khot, L.R. Postharvest disease detection in stored potatoes using rapid volatile sensing techniques. S23: International Symposium on Postharvest Technologies to Reduce Food Losses. 2022 International Horticultural Congress, Angers, France, 15-18 August 2022.<\/li>\n<li>Marzougui, A., McGee, R.J., Van Vleet, S., and <strong>Sankaran, S.<sup>*<\/sup> <\/strong> Multi-scale image and feature field pea dataset fusion for remote sensing applications in phenomics. S18: III International Symposium on Mechanization, Precision Horticulture, and Robotics: Precision and Digital Horticulture in Field Environments, 2022 International Horticultural Congress, Angers, France, 17-19 August 2022.<\/li>\n<li><strong>Sankaran, S.,<\/strong> Carlos, E., and Raman, M.G. 2022. Modeling 3D architecture of adult peach trees (<em>Prunus persic<\/em>a) using remote sensing data. S18: III International Symposium on Mechanization, Precision Horticulture, and Robotics: Precision and Digital Horticulture in Field Environments, 2022 International Horticultural Congress, Angers, France, 17-19 August 2022.<\/li>\n<li><strong>Sankaran, S.,<\/strong> Raman, M.G., York, Z., Carlos, E., Teh, S.L., and Evans, K. 2022. Remote sensing tools to assist in phenotyping canopy architecture in pear rootstock breeding program. S18: III International Symposium on Mechanization, Precision Horticulture, and Robotics: Precision and Digital Horticulture in Field Environments, 2022 International Horticultural Congress, Angers, France, 17-19 August 2022.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Carter, A.H., Pumphrey, M.O., Jitkov, V., and <strong>Sankaran, S<\/strong>. 2022. Effect of plot pixel resolution on crop performance assessment using features extracted from UAV and high\u2010resolution satellite imagery. Paper No. 2201235, 2022 ASABE AIM, Houston, TX, 18-20 July 2022.<\/li>\n<li>Raman, M.G., Carlos, E.F., and <strong>Sankaran, S<\/strong>.<sup>*<\/sup> Optimization of 3D reconstruction process and semi\u2010automated extraction of architectural features from peach trees using UAV imagery. Paper No. 2200630, 2022 ASABE AIM, Houston, TX, 18-20 July 2022.<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, McGee, R.J., Van Vleet, S., and <strong>Sankaran, S<\/strong>. 2022. Field\u2010based phenomics using UAS and high-resolution satellite imagery to support pea cultivar selection, Paper No. 2201173, 2022 ASABE AIM, Houston, TX, 18-20 July 2022.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, McGee, R.J., and <strong>Sankaran, S<\/strong>. 2022. Evaluation of forage quality in a pea breeding program using hyperspectral sensing system. Paper No. 2200657, 2022 ASABE AIM, Houston, TX, 18-20 July 2022.<\/li>\n<li>Carlos, E.F.<sup>*<\/sup>, Noranha, D., Ferreira, L.G., Ribeiro, L.S., and <strong>Sankaran, S<\/strong>. 2022. Modeling tree canopy features of a citrus orchard in Brazil for breeding and precision agriculture applications. Paper No. 2200631, 2022 ASABE AIM, Houston, TX, 18-20 July 2022.<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, McConnel, C.S., Adams\u2010Progar, A., and <strong>Sankaran, S<\/strong>. 2022. Towards machine learning\u2010based disease\u2010specific summary measure to evaluate health status in dairy cattle. Paper No. 2200600, 2022 ASABE AIM, Houston, TX, 18-20 July 2022.<\/li>\n<li>Valencia\u2010Ortiz, M.<sup>*<\/sup>, and <strong>Sankaran, S<\/strong>. 2022. Development of a semi\u2010automated volatile organic compounds (VOCs) sampling system for field asymmetric ion mobility spectrometry (FAIMS) analysis. Paper No. 2200617, 2022 ASABE AIM, Houston, TX, 18-20 July 2022.<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, McConnel, C.S., Adams-Progar, A., and <strong>Sankaran, S<\/strong>. 2022. Machine learning-based approach to predict disease burden in dairy cattle. Plant and Animal Genome (PAG) Conference, 7-11 January 2022 (Virtual).<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, McGee, R.J., Van Vleet, S., and <strong>Sankaran, S<\/strong>. 2021. Improved field-phenomics protocol for selecting superior pea breeding lines using UAV and satellite-based remote sensing. Paper No. 2100469, 2021 ASABE AIM (Virtual), 12-16 July 2021.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Carpenter-Boggs, L., Hudson, T.D., and <strong>Sankaran, S<\/strong>. Pasture productivity assessment under mob grazing and fertility management using remote sensing techniques. Paper No. 2100695, 2021 ASABE AIM (Virtual), 12-16 July 2021.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Chen, T., Chen, W., and <strong>Sankaran, S<\/strong>. 2021. Ascochyta blight detection in chickpea using chemical and optical sensing systems. Paper No. 2100678, 2021 ASABE AIM (Virtual), 12-16 July 2021.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Carter, A.H., Pumphrey, M.O., Jitkov, V., and <strong>Sankaran, S<\/strong>. Development of sensor system for the internet of things (IoT)-based automated in-field monitoring to support crop improvement programs. Paper No. 2100696, 2021 ASABE AIM (Virtual), 12-16 July 2021.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Carter, A.H., Pumphrey, M.O., and <strong>Sankaran, S<\/strong>. Internet of things-based sensor system for automated in-field monitoring to support crop improvement program. Samaggi Abstract Competition. The 13th Samaggi Academic Conference and Careers Fair (SACC), Virtual Conference organized by Samaggi Samagom, a non-profit Thai Students\u2019 Association in the United Kingdom.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, Carter, A.H., and Pumphrey, M.O., and <strong>Sankaran, S<\/strong>. 2021. IoT-based camera system for field phenotyping applications. 2021 North American Plant Phenotyping Network Annual Meeting, 16-19 February 2021 (<em>Poster<\/em>). [Virtual]<\/li>\n<li>Zhang, C.<sup>*<\/sup>, McGee, R., Vandemark, G., and <strong>Sankaran, S.<\/strong> Machine learning model to assess yield potential in pea and chickpea breeding trials across seasons and locations. 2021 North American Plant Phenotyping Network Annual Meeting, 16-19 February 2021 (<em>Poster<\/em>). [Virtual]<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, McGee, R.J., Van Vleet, S., and <strong>Sankaran, S<\/strong>. 2021. Leveraging satellite and UAV multispectral imagery for pea cultivar selection. 2021 North American Plant Phenotyping Network Annual Meeting, 16-19 February 2021 (<em>Poster<\/em>). [Virtual]<\/li>\n<li><strong>Sankaran, S<\/strong>.<sup>*<\/sup>, Kothawade, G.S., Bates, A., Sangjan, W., Schroeder, B., and Khot, L.R. Real-time detection of postharvest diseases in stored potatoes using volatile sensing techniques. Paper No. 2000928, 2020 The Potato Association of America Virtual Annual Meeting, 20-23 July 2020.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, McGee, R., Vandemark, G., and <strong>Sankaran, S.<\/strong> Phenomics technologies for evaluating performance of dry pea and chickpea in breeding programs. Paper No. 2000075, 2020 ASABE AIM (Virtual), 12-15 July 2020.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, McGee, R., J., Zhang, C., and <strong>Sankaran, S<\/strong>. 2020. Biomass estimation using remote sensing techniques in forage and pasture crops. Paper No. 2000758, 2020 ASABE AIM (Virtual), 12-15 July 2020.<\/li>\n<li>Zhang, C., McGee, R., Vandemark, G., and <strong>Sankaran, S.<\/strong><sup>*<\/sup> 2019. NIFA: Proximal and remote sensing techniques for phenotyping agronomic and performance traits in pulses. 2019 National Association of Plant Breeders (NAPB) Annual Meeting, Pine Mountain, GA, 25-29 August 2019 (<em>Poster<\/em>).<\/li>\n<li><strong>Sankaran, S<\/strong>.<sup>*<\/sup>, Z\u00fa\u00f1iga, C.E., Hinojosa, L., and Murphy, K. 2019. High-throughput sensing to evaluate irrigation treatment responses in quinoa varieties. Paper No. 1901360, 2019 ASABE AIM, Boston, MA, 7 July-10 July 2019.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Craine, W., Quir\u00f3s, J., McGee, R., Vandemark, G., Davis, J., Brown, J., Hulbert, S., and <strong>Sankaran, S<\/strong>. 2019. Trait evaluation of cool-season crops using high-throughput phenotyping technologies. Paper No. 1901201, 2019 ASABE AIM, Boston, MA, 7 July-10 July 2019.<\/li>\n<li>Marzougui, A.*, Ma, Y., McGee, R., and <strong>Sankaran, S<\/strong>. 2019. Deep neural networks for aphanomyces root rot severity in lentil. Paper No. 1901209, 2019 ASABE AIM, Boston, MA, 7-10 July 2019.<\/li>\n<li>Sangjan, W.<sup>*<\/sup>, <strong>Sankaran, S<\/strong>., Khot, L.R., Schroeder, B.K., and Marzougui, A. 2019. Biomarker detection for high-throughput sensing of soft rot disease in stored potatoes. Paper No. 1901406, 2019 ASABE AIM, Boston, MA, 7-10 July 2019.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Craine, W., Quir\u00f3s, J., McGee, R., Vandemark, G., Davis, J., Brown, J., Hulbert, S., and <strong>Sankaran, S<\/strong>. 2019. Monitoring flowering in cool-season crops using proximal and aerial remote sensing techniques. Phenome 2019 Conference, Tucson, AR, 6-9 February 2019 (<em>Poster<\/em>).<\/li>\n<li>Marzougui, A., Rajendran, A., Ma, Y., Mattinson, D.S., McGee, R.J., and <strong>Sankaran, S.<\/strong><sup>*<\/sup> 2019. Biogenic marker detection for high-throughput phenotyping of Aphanomyces root rot resistance in pea. Phenome 2019 Conference, Tucson, AR, 6-9 February 2019 (<em>Talk + Poster<\/em>).<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Guan, H., Quir\u00f3s, J.J., Khot, L., Chen, W., and <strong>Sankaran, S<\/strong>. 2018. Proximal and remote sensing methods to evaluate Ascochyta blight disease severity in chickpea. Paper No. 1800939, 2018 ASABE AIM, Detroit, MI, 29 July-1 August 2018.<\/li>\n<li>Chakraborty, M., Khot, L.R.<sup>*<\/sup>, <strong>Sankaran<\/strong>, S., and Jacoby, P. 2018. Evaluation of mobile 3D time of flight based canopy mapping system for tree fruit crops. Paper No. 1801540, 2018 ASABE AIM, Detroit, MI, 29 July-1 August 2018.<\/li>\n<li>Quir\u00f3s, J.J., Musacchi, S., Serra, S., and <strong>Sankaran, S<\/strong>.<sup>*<\/sup> 2018. High-throughput phenotyping of tree canopy architecture for breeding and production management. Paper No. 1801624, 2018 ASABE AIM, Detroit, MI, 29 July-1 August 2018.<\/li>\n<li>Rajendran, A., Ma, Y., Marzougui, A., Mattinson, D.S., McGee, R.J., Garcia-Perez, M., and <strong>Sankaran, S.<\/strong><sup>*<\/sup> 2018. Biogenic marker detection for high-throughput phenotyping of Aphanomyces root rot resistance in pea. Paper No. 1801564, 2018 ASABE AIM, Detroit, MI, 29 July-1 August 2018.<\/li>\n<li>Marzougui, A., Ma, Y., McGee, R.J., and <strong>Sankaran, S.<\/strong><sup>*<\/sup> 2018. Hyperspectral imaging to phenotype Aphanomyces root rot disease resistance in lentil. Paper No. 1800915, 2018 ASABE AIM, Detroit, MI, 29 July-1 August 2018.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Craine, W., Davis, J. B., Khot, L. R., Marzougui, A., Brown, J., Hulbert, S. H., and <strong>Sankaran, S<\/strong>. Detection of canola flowering using proximal and aerial remote sensing techniques. SPIE Conference (10664) on Autonomous air and ground sensing systems for agricultural optimization and phenotyping, Orlanda, FL, 16-17 April 2018.<\/li>\n<li>Z\u00fa\u00f1iga, C.E.<sup>*<\/sup>, Hinojosa L., Ma, X., Murphy, K., and <strong>Sankaran S<\/strong>. 2018. Evaluation of proximal and remote sensing for high-throughput phenotyping of quinoa (<em>Chenopodium quinoa<\/em>) under water stress. Phenome 2018 Conference, Tucson, AR, 14-17 February 2018 (<em>Poster<\/em>).<\/li>\n<li>Jarolmasjed, S.<sup>*<\/sup>, Kostick, S., Evans, K., and <strong>Sankaran, S. <\/strong>2018. High-throughput phenotyping of apple fire blight resistance using digital imaging and hyperspectral sensing techniques. Phenome 2018 Conference, Tucson, AR, 14-17 February 2018 (<em>Poster<\/em>).<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, Ma, Y., McGee, R.J., and <strong>Sankaran, S.<\/strong> 2018. An image-based pipeline for quantifying <em>Aphanomyces<\/em> root rot disease severity in lentils. Plant and Animal Genome Conference XXVI, San Diego, CA, 13-17 January 2018 (<em>Poster<\/em>).<\/li>\n<li>Quiros, J.J. , McGee, R.J., and <strong>Sankaran, S.<\/strong> <sup>*<\/sup> 2017. Remote sensing for phenotyping yield potential in dry pea. 2017 Annual National Association of Plant Breeders (NAPB) Meeting, Davis, CA, 7-10 August 2017 (<em>Poster<\/em>).<\/li>\n<li>Marzougui, A.<sup>*<\/sup>, Ma, Y., Zhang, C., McGee, R.J., and <strong>Sankaran, S.<\/strong> 2017. High-throughput phenotyping for assessing <em>Aphanomyces<\/em> root rot disease resistance in lentils. Paper No. 1700404, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Osroosh, Y.<sup> *<\/sup>, and <strong>Sankaran, S.<\/strong> 2017. Development of a flexible phenomic field platform for high-throughput phenotyping in Palouse region of Washington State. Paper No. 1700407, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Zhou, J., Pumphrey, M.O., Zhang, Q., and <strong>Sankaran, S.<\/strong> 2017. Development of automated high-throughput phenotyping system for controlled environment studies. Paper No. 1700581, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Nurul Amin, M., McGee, R.J., Osroosh, Y., and <strong>Sankaran, S.<\/strong> 2017. Evaluation of arsenic uptake in lentil genotypes using phenomics. Paper No. 1700556, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Z\u00fa\u00f1iga, C.E.<sup>*<\/sup>, Khot, L.R., Jacoby, P., and <strong>Sankaran, S.<\/strong> 2017. Crop stress monitoring to evaluate sub-surface irrigation treatments in wine grapes using sensors. Paper No. 1700675, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Jarolmasjed, S.<sup>*<\/sup>, Khot, L.R., and <strong>Sankaran, S.<\/strong> 2017. Detecting bitter pit development in apples using hyperspectral imaging, Paper No. 1700741, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Jarolmasjed, S.<sup>*<\/sup>, Kostick, S., Evans, K., and <strong>Sankaran, S.<\/strong> 2017. Fire blight disease resistance assessment in apple breeding program using sensing techniques. Paper No. 1700402, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Zhang, C., Zhou, J., and McGee, R. 2017. Volatile organic compounds (VOCs) based phenotyping for disease resistance in dry peas. Paper No. 1701227, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Rathnayake, A.<sup>*<\/sup>, Z\u00fa\u00f1iga, C.E., Khot, L.R., <strong>Sankaran, S.<\/strong>, and Jacoby, P. 2017. Applicability of 3D imaging for measuring grapevine plant growth under subsurface drip irrigation. Paper No. 1701180, 2017 ASABE AIM, Spokane, WA, 17-19 July 2017.<\/li>\n<li>Khot, L.R.<sup>*<\/sup>, Z\u00fa\u00f1iga, C.E., <strong>Sankaran, S.<\/strong>, and Jacoby, P. 2017. Role of low altitude remote sensing tools in growing wine grapes with less water. 3rd International Grape Symposium, Table Grape Growers Association, Hermosillo, Sonora, M\u00e9xico, 26-27 January 2017.<\/li>\n<li>Khot, L.R.<sup>*<\/sup>, <strong>Sankaran, S.<\/strong>, and Kalcsits, L. 2016. Role of sensing technologies in apple bitter pit management. 1st International Apple Symposium, Yangling, Shaanxi, China, Sponsored by International Society for Horticultural Science (ISHS), 10-16 October 2016.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Gao, H., Zhou, J., Cousins, A.B., Pumphrey, M.O., and <strong>Sankaran, S.<\/strong> 2016. 3D robotic system development for high-throughput crop phenotyping. Agricontrol 2016, Paper 53, 5th International Federation of Automatic Control (IFAC) Conference on Sensing, Control and Automation for Agriculture, Seattle, WA, 14-17 August 2016.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Slaughter, D.C., Carter, A.H., Kalcsits, L.A., Okamuro, J.K., Kirchhoff, H., and Poland, J. 2016. Integrating science and engineering to address needs in high-throughput phenotyping. Paper No. 2472820, 2016 ASABE AIM, Orlando, FL, 17-20 July 2016.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Quiros, J., Khot, L.R., Knowles, N.R., and Knowles, L. 2016. UAV-based imaging to assess potato emergence in horticulture and breeding programs. Paper No. 2540198, 2016 ASABE AIM, Orlando, FL, 17-20 July 2016.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, and Si, Y. 2016. Visible imaging tools for high-throughput crop phenotyping. Paper No. 2461858, 2016 ASABE AIM, Orlando, FL, 17-20 July 2016.<\/li>\n<li>Z\u00fa\u00f1iga, C.E.<sup>*<\/sup>, Jarolmasjed, S., Khot, L.R., Knowles, R. N., Pavek, M. J., <strong>Sankaran, S.<\/strong> 2016. Water stress tolerance detection in potatoes using visible-near infrared sensing techniques. Paper No. 2461685, 2016 ASABE AIM, Orlando, FL, 17-20 July 2016.<\/li>\n<li>Zhou, J.<sup>*<\/sup>, Khot, L.R., Pavek, M.J. and <strong>Sankaran, S.<\/strong> 2016. Rapid assessment of hail damage in potato crops using remote sensing technology. Paper No. 162459762, 2016 ASABE AIM, Orlando, FL, 17-20 July 2016.<\/li>\n<li>Jarolmasjed, S.<sup>*<\/sup>, Z\u00fa\u00f1iga, C.E., Sinha, R.R., Zhang, C., Kalcsits, L.A., Khot, L.R., and <strong>Sankaran, S.<\/strong> 2016. Evaluating effect of location on bitter pit incidence in \u2018Honeycrisp\u2019 apples using sensing techniques. Paper No. 162461752, 2016 ASABE AIM, Orlando, FL, 17-20 July 2016.<\/li>\n<li>Zhang, C.<sup>*<\/sup>, Gao, H., Zhou, J., Cousins, A.B., Pumphrey, M.O., and <strong>Sankaran, S.<\/strong> 2016. Developing low-cost 3D platform for automated phenotyping in controlled environment. Paper No. 162461532, 2016 ASABE AIM, Orlando, FL, 17-20 July 2016.<\/li>\n<li><strong>Sankaran, S.<\/strong>, Khot, L.R.<sup>*<\/sup>, Quir\u00f3s, J., Vandemark, G.J., and McGee, R.J. UAV-based high-throughput phenotyping in legume crops. SPIE Conference (9866) on Autonomous air and ground sensing systems for agricultural optimization and phenotyping, Baltimore, MA, 17-21 April 2016.<\/li>\n<li>Z\u00fa\u00f1iga, C.E.<sup>*<\/sup>, Khot, L.R., Jacoby, P., and <strong>Sankaran, S.<\/strong> 2016. Remote sensing based water-use efficiency evaluation in sub-surface irrigated wine grape vines. SPIE Conference (9866) on Autonomous air and ground sensing systems for agricultural optimization and phenotyping, Baltimore, MA, 17-21 April 2016.<\/li>\n<li>Trapp, J., Mafimoghaddam, S., Nchimbi, S., Proch, T., <strong>Sankaran, S.<\/strong>, Khot, L.R., McClean, P., and Miklas, P.<sup>*<\/sup> 2016. Durango diversity panel: abiotic and biotic stress characterization and potential for introducing new germplasm into East Africa. 2016 Joint Pan-African Grain Legume and World Cowpea Conference, Livingstone, Zambia, 28 February-4 March 2016 (<em>Poster<\/em>).<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Zhou, J., and Khot, L.R. 2016. Remote sensing technologies for in-field specialty crop field phenotyping. Plant and Animal Genome Conference XXIV, San Diego, CA, 9-13 January 2016. [250 participants]<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Carter, A.H., Kalcsits, L.A., Okamuro, J.K., Slaughter, D.C., Kirchhoff, H., and Poland, J. 2016. Challenges and opportunities in high-throughput field phenotyping. Plant and Animal Genome Conference XXIV, San Diego, CA, 9-13 January 2016 [250 participants].<\/li>\n<li>Sexton, T.<sup>*<\/sup>, <strong>Sankaran, S.<\/strong>, and Cousins, A.B. 2016. Screening for improved crop water use and carbon fixation. 25th Western Photosynthetic Conference, Tabernash, CO, 3-6 January 2016.<\/li>\n<li>Jacoby, P.W.<sup>*<\/sup>, Peters, R.T., <strong>Sankaran, S.<\/strong>, and Khot, L.R. 2015. Advancing water use efficiency in vineyards with subsurface micro-irrigation. Emerging Technologies for Sustainable Irrigation, Joint ASABE\/ Irrigation Association Symposium Proceedings, Long Beach, CA, 10-12 November 2015.<\/li>\n<li>Sathuvalli, V.<sup>*<\/sup>, Khot, L.R., and <strong>Sankaran, S.<\/strong> 2015. Applications of UAVs in potato breeding. Conference on advances in field-based high-throughput phenotyping and data management: Grains and specialty crops, Spokane, WA, 9-10 November 2015.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup> 2015. Advanced sensing for high-throughput phenotyping in grains and specialty crops. Conference on Advances in field-based high-throughput phenotyping and data management: Grains and specialty crops, Spokane, WA, 9-10 November 2015.<\/li>\n<li>Trapp, J.J.<sup>*<\/sup>, Moghaddam, S.M., McClean, P.E., Song, Q., Zhou<sup>\u03c6<\/sup>, J., Khot, L.R., <strong>Sankaran, S.<\/strong>, and Miklas, P.N. 2015. Characterizing traits related to drought tolerance within the durango race of common bean. 2015 Biennial Bean Improvement Cooperative (BIC) Meeting, Niagara Falls, Canada. 1-4 November 2015.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>* <\/sup>2015. Applied remote sensing systems in phytopathology. 48th Brazilian Congress of Phytopathology, S\u00e3o Pedro, SP, Brazil, 10-14 August 2015. [350-400 participants]<\/li>\n<li>Z\u00fa\u00f1iga, C.E.<sup>*<\/sup>, Jarolmasjed, S.<sup>*<\/sup>, Khot, R.L., Knowles R., Pavek, M., and <strong>Sankaran, S.<\/strong> 2015. Evaluating abiotic stress in potato cultivars using proximal and remote sensing techniques. Paper No. 152191080, 2015 ASABE AIM, New Orleans, LA, 26-29 July 2015.<\/li>\n<li>Z\u00fa\u00f1iga, C.E.<sup>*<\/sup>, Jarolmasjed, S., <strong>Sankaran, S.<\/strong>, and Khot L.R. 2015. Calcium evaluation in healthy and bitter pit apples using Fourier transform infrared (FTIR) spectroscopic technique. Paper No. 152191056, 2015 ASABE AIM, New Orleans, LA, 26-29 July 2015.<\/li>\n<li>Jarolmasjed, S.<sup>*<\/sup>, Z\u00fa\u00f1iga, C.E., Khot, L.R., and <strong>Sankaran, S.<\/strong> 2015. Visible-near infrared spectroscopy for bitter pit detection in apples. Paper No. 152190895, 2015 ASABE AIM, New Orleans, LA, 26-29 July 2015.<\/li>\n<li>Zhou, J.<sup>*<\/sup>, <strong>Sankaran, S.<\/strong>, Khot, L.R., Pumphrey, M.O., and Carter, A.H. 2015. Crop height estimation in wheat using proximal sensing techniques. Paper No. 2188566, 2015 ASABE AIM, New Orleans, LA, 26-29 July 2015.<\/li>\n<li>Khot, L.R., Zhou, J.<sup>*<\/sup>, <strong>Sankaran, S.<\/strong>, and Sathuvalli, V. 2015. Evaluation of viral infection in potatoes using proximal and remote sensing techniques. Paper No. 2246054, 2015 ASABE AIM, New Orleans, LA, 26-29 July 2015 (<em>Poster<\/em>).<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Khot, L.R., Zhou, J., Trapp, J., and Miklas, P. 2015. Evaluating plant responses to water stress in dry bean genetic breeding populations using remote sensing technique. Paper No. 2190729, 2015 ASABE AIM, New Orleans, LA, 26-29 July 2015.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Panigrahi, S., and Garzynski, S. 2015. Odorant binding protein-based biosensor for volatile organic compounds detection in agriculture. Paper No. 2211853, 2015 ASABE AIM, New Orleans, LA, 26-29 July 2015.<\/li>\n<li>Zhou, J.<sup>*<\/sup>, Ellsworth, P., Wang, M., Cousins, A.B., and <strong>Sankaran, S.<\/strong> 2015. Evaluation of water-use efficiency in <em>Setaria italica<\/em> using thermal imaging and visual-near infrared spectroscopy. Paper No. 94, Western American Society of Plant Biologists Section Meeting, Pullman, WA, 26-28 June 2015.<\/li>\n<li>Khot, L.<sup>*<\/sup>, <strong>Sankaran, S.<\/strong>, Cummings, T., Johnson, D., Carter, A., Serra, S., and Musacchi, S. 2014. Applications of unmanned aerial system in Washington State agriculture. 12th ICPA, Sacramento, CA, 20-23 July 2014.<\/li>\n<li>Wang, M., <strong>Sankaran, S.<\/strong><sup>*<\/sup>, Ellsworth, P., and Cousins, A.B. 2014. Rapid sensing for water stress detection in foxtail millet (<em>Setaria italica<\/em>). 12th ICPA, Sacramento, CA, 20-23 July 2014.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Khot, L.R., Carter, A.H., and Garland-Campbell, K. 2014. Unmanned aerial systems based imaging for field-based crop phenotyping: winter wheat emergence evaluation. 2014 ASABE AIM, Montreal, Quebec, Canada, Montreal, Quebec, Canada, 13-16 July 2014.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Pappu, H., and Brown, C. 2014. Computer tomography (CT) imaging for detecting anomalies in potato tubers. 2014 ASABE AIM, Montreal, Quebec, Canada, Montreal, Quebec, Canada, 13-16 July 2014.<\/li>\n<li><strong>Sankaran, S.<\/strong>, Brown, C., Quick, R., Hamlin, L., and Pappu, H<sup>*<\/sup>. 2014. Magnetic resonance imaging for detecting viral infections in potato tubers. American Phytopathological Society-Canadian Phytopathological Society (APS-CPS) 2014 Annual Joint Meeting, Minneapolis, MN, 9-13 August 2014.<\/li>\n<li><strong>Sankaran, S.<\/strong><sup>*<\/sup>, Khot, L.R., and Ehsani, R. 2013. Applications of an unmanned aerial system for field-based crop phenotyping. Donald Danforth Plant Science Center\u2019s Fall Symposium on \u2018PhenoDays: Imaging and Robotics for 21st Century Science\u2019, Saint Louis, MO, 25-27 September 2013 (<em>Poster<\/em>).<\/li>\n<li>*Presenter<\/li>\n<\/ul><\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p> <\/p>\n<h2>Presentations [Selected]<\/h2>\n<p>Marasingha, L., Veloo, K., Glenn, A.E., King, A.B., Smith, B.J., Marleau, M.M., and <strong>Sankaran, S<\/strong>*. 2025. Tuber Ruler: a mobile application for evaluating image-based potato tuber size. ASABE Paper No. 2501699, 2025 ASABE AIM, Toronto, Canada, 14-16 July 2025.<br \/> Valencia\u2010Ortiz, M., McGee, R., and <strong>Sankaran, S<\/strong>*. Field asymmetric ion mobility spectrometry for early asymptomatic disease detection in peas using volatile biomarkers ASABE Paper No. 2501702, 2025 ASABE AIM, Toronto, Canada, 14-16 July 2025.<br \/> Sangjan, W., Pukrongta, N., Buchanan, T., Carter, A.H., Pumphrey, M.O., and <strong>Sankaran, S<\/strong>*. 2024. Time-series analysis of multispectral data captured using the IoT-based sensor system to &#8230; <a href=\"https:\/\/labs.wsu.edu\/sankaran-phenomics\/presentations\/\" class=\"more-link\"><span class=\"more-default\">&raquo; More &#8230;<\/span><\/a><\/p>\n","protected":false},"author":1351,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-builder.php","meta":[],"wsuwp_university_location":[],"wsuwp_university_org":[],"_links":{"self":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages\/9"}],"collection":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/users\/1351"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/comments?post=9"}],"version-history":[{"count":15,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":1410,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/pages\/9\/revisions\/1410"}],"wp:attachment":[{"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/media?parent=9"}],"wp:term":[{"taxonomy":"wsuwp_university_location","embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/wsuwp_university_location?post=9"},{"taxonomy":"wsuwp_university_org","embeddable":true,"href":"https:\/\/labs.wsu.edu\/sankaran-phenomics\/wp-json\/wp\/v2\/wsuwp_university_org?post=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}