| High-resolution satellite imagery applications in crop phenotyping: An overview C Zhang, A Marzougui, S Sankaran Computers and Electronics in Agriculture 175, 105584, 2020 | 152 | 2020 |
| Dissecting the genetic architecture of aphanomyces root rot resistance in lentil by QTL mapping and genome-wide association study Y Ma, A Marzougui, CJ Coyne, S Sankaran, D Main, LD Porter, D Mugabe, ... International Journal of Molecular Sciences 21 (6), 2129, 2020 | 49 | 2020 |
| Advanced imaging for quantitative evaluation of Aphanomyces root rot resistance in lentil A Marzougui, Y Ma, C Zhang, RJ McGee, CJ Coyne, D Main, S Sankaran Frontiers in plant science 10, 383, 2019 | 45 | 2019 |
| High-throughput phenotyping of fire blight disease symptoms using sensing techniques in apple S Jarolmasjed, S Sankaran, A Marzougui, S Kostick, Y Si, ... Frontiers in plant science 10, 576, 2019 | 38 | 2019 |
| Identification of volatile biomarkers for high-throughput sensing of soft rot and Pythium leak diseases in stored potatoes W Sangjan, A Marzougui, DS Mattinson, BK Schroeder, AA Bates, ... Food Chemistry 370, 130910, 2022 | 15 | 2022 |
| Generalized linear model with elastic net regularization and convolutional neural network for evaluating aphanomyces root rot severity in lentil A Marzougui, Y Ma, RJ McGee, LR Khot, S Sankaran Plant Phenomics, 2020 | 14 | 2020 |
| Evaluation of Effective Class-Balancing Techniques for CNN-Based Assessment of Aphanomyces Root Rot Resistance in Pea (Pisum sativum L.) LG Divyanth, A Marzougui, MJ González-Bernal, RJ McGee, D Rubiales, ... Sensors 22 (19), 7237, 2022 | 13 | 2022 |
| Can High-Resolution Satellite Multispectral Imagery Be Used to Phenotype Canopy Traits and Yield Potential in Field Conditions? S Sankaran, A Marzougui, JP Hurst, C Zhang, JC Schnable, Y Shi Transactions of the ASABE 64 (3), 879-891, 2021 | 13 | 2021 |
| Remote sensing for field pea yield estimation: A study of multi-scale data fusion approaches in phenomics A Marzougui, RJ McGee, SV Vleet, S Sankaran Frontiers in Plant Science 14, 2023 | 12 | 2023 |
| Investigating the potential of satellite imagery for high-throughput field phenotyping applications S Sankaran, C Zhang, JP Hurst, A Marzougui, ... Autonomous air and ground sensing systems for agricultural optimization and …, 2020 | 11 | 2020 |
| Evaluation of biogenic markers-based phenotyping for resistance to Aphanomyces root rot in field pea A Marzougui, A Rajendran, DS Mattinson, Y Ma, RJ McGee, ... Information Processing in Agriculture 9 (1), 1-10, 2022 | 9 | 2022 |
| Biogenic VOCs emission profiles associated with plant-pest interaction for phenotyping applications M Valencia-Ortiz, A Marzougui, C Zhang, S Bali, S Odubiyi, V Sathuvalli, ... Sensors 22 (13), 4870, 2022 | 8 | 2022 |
| Detection of canola flowering using proximal and aerial remote sensing techniques C Zhang, W Craine, JB Davis, LR Khot, A Marzougui, J Brown, SH Hulbert, ... Autonomous Air and Ground Sensing Systems for Agricultural Optimization and …, 2018 | 5 | 2018 |
| Rapid Assessment of Architectural Traits in Pear Rootstock Breeding Program Using Remote Sensing Techniques MG Raman, A Marzougui, SL Teh, ZB York, KM Evans, S Sankaran Remote Sensing 15 (6), 1483, 2023 | | 2023 |
| Sensing for stress detection and high-throughput phenotyping in precision horticulture. S Sankaran, ZCY Zhang ChongYuan, A Marzougui Automation in tree fruit production: principles and practice, 28-42, 2018 | | 2018 |
