Conference Time: 9th May 2025, 08:52:16am CDT
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Tech 1C: Concurrent Technical Session 1C: Precision Agriculture
Time:
Monday, 08/July/2024:
1:30pm - 3:30pm
Session Chair: Dr. Uduak Edet , University of Manitoba
Location: E3-270 EITC Bldg Engineering and Information Technology Building
Dafoe Road W, Winnipeg, MB
Presentations
1:30pm - 1:45pm ID: 216
/ Tech 1C: 1
Regular submission (ORAL)
Topics: Precision Agriculture Keywords: Remote sensing, UAV, hyperspectral, radiative transfer model, machine learning
Enhancing leaf and canopy nitrogen estimation through physics-guided machine learning
Jiating Li 1 , Yeyin Shi2 , Yufeng Ge2
1 University of Illinois Urbana-Champaign, USA; 2 University of Nebraska-Lincoln, USA
1:45pm - 2:00pm ID: 242
/ Tech 1C: 2
Regular submission (ORAL)
Topics: Agriculture Engineering Keywords: hyperspectral, imaging, grapevine, nitrogen, ensemble feature selection, PLSR
Nitrogen Assessment in Grapevine Leaves Using Ground-based Hyperspectral Imaging
Atif Bilal Asad , SALIK KHANAL, SAFAL KSHETRI
WASHINGTON STATE UNIVERSITY, United States of America
2:00pm - 2:15pm ID: 222
/ Tech 1C: 3
Regular submission (ORAL)
Topics: Water and Soil Management Keywords: integrated geophysical methods, non-invasive, spatiotemporal variability, soil properties
Integrated Ground-Penetrating Radar – Electromagnetic Induction Technique for Estimating Soil Information to Support Precision Agriculture
Sashini Pathirana , Lakshman Galagedara
Memorial University of Newfoundland, Canada
2:15pm - 2:30pm ID: 206
/ Tech 1C: 4
Regular submission (ORAL)
Topics: Precision Agriculture Keywords: Precision Agriculture, Deep Learning, Image Processing
Enhancing Colorado Potato Beetle Detection for Precision Agriculture applications Using Transfer Learning with the Detectron2
Imran Hassan , Ahmad Al-Mallahi
Department of Engineering, Faculty of Agriculture, Dalhousie University, NS, Canada
