Peer-Reviewed Journal Articles

Published

• Singh. J., Koc, A. B., Aguerre, M. J. and Chastain, J. P. (2025). Real-Time Forage Biomass Estimation using IMU Sensor-based Systems. Smart Agricultural Technology. (Impact Factor: 5.7) Link

• Singh, S., Koc, A.B., Schnabel, G., Melgar, J.C., Vassalos, M., Singh, J. (2025) Tactile and Photoelectric Sensing for Leveling Berms in Peach Tree Rows. Smart Agricultural Technology. (Impact Factor: 5.7). Link

• Singh, J., Koc, A. B., Aguerre, M. J. and Chastain, J. P. (2024). Estimation of aboveground biomass of Alfalfa using field robotics. Smart Agricultural Technology, 9. (Impact Factor: 6.3). Link 

• Singh, J., Koc, A.B., Aguerre, M.J., Chastain, J.P. and Shaik, S. (2024). Estimating Bermudagrass Aboveground Biomass Using Stereovision and Vegetation Coverage. Remote Sens. 16, 2646. (Impact Factor: 4.2). Link 

• Singh, G., Singh, J., Prakash, A., Dixit, A.K., Khurana, R. (2024). Real-time decision support system for tractor load management. Agric. Res. J. 61 (4). (NAAS Rating: 5.16) Link 

Pending

• Singh, J., Koc, A. B., Aguerre, M. J. and Chastain, J. P. (2025). Assessment of Sensor-based Approaches for Biomass Quantification in Bermudagrass. (Under review).

• Singh. J., Koc, A. B., Shaik S., Aguerre, M. J. and Chastain, J. P. (2025). Analysis of Machine Learning Models for Aboveground Biomass Prediction in Bermudagrass. (Formatting for submission).

Thesis

• Singh, J. (2024). Aboveground Biomass Estimation of Pastures Using Field Robotics. All Theses. 4347. Link 

• Singh, J. and Singh G. (2021). Development of Arduino-based set-up for automated load calculation of a tractor. CAET, Punjab Agricultural University.

Conference Papers

• Singh, J., Koc, A.B. and Aguerre, M.J. (2023). Aboveground Biomass Estimation of Tall Fescue using Aerial and Ground-based Systems. In Proceedings of the 2023 ASABE Annual International Meeting, Omaha, NE, USA. 9–12 July 2023. Link 

• Koc, A.B., Singh, J. and Aguerre, M.J. (2023). Estimating Forage Biomass Using Unmanned Ground and Aerial Vehicles. In Proceedings of the International Grassland Congress, Covington, KY, USA. 14–19 May 2023. Link