Conference Agenda

Session

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 Li¹, Yeyin Shi², Yufeng Ge²

¹University of Illinois Urbana-Champaign, USA; ²University 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