Sami Khanal

According to our database, Sami Khanal authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Integrating Automated Labeling Framework for Enhancing Deep Learning Models to Count Corn Plants Using UAS Imagery.

Sushma Katari, Sandeep Venkatesh, Christopher Stewart, Sami Khanal

Sensors, October, 2024

Sugarcane Mosaic Virus Detection in Maize Using UAS Multispectral Imagery.

Noah Bevers, Erik W. Ohlson, Kushal KC, Mark W. Jones, Sami Khanal

Remote. Sens., September, 2024

Remote Sensing of Chlorophyll-a and Water Quality over Inland Lakes: How to Alleviate Geo-Location Error and Temporal Discrepancy in Model Training.

Jongmin Park, Sami Khanal, Kaiguang Zhao, Kyuhyun Byun

Remote. Sens., August, 2024

Monitoring Harmful Algal Blooms and Water Quality Using Sentinel-3 OLCI Satellite Imagery with Machine Learning.

Neha Joshi, Jongmin Park, Kaiguang Zhao, Alexis Londo, Sami Khanal

Remote. Sens., July, 2024

Climate change impacts on crop yields: A review of empirical findings, statistical crop models, and machine learning methods.

Tongxi Hu, Xuesong Zhang, Sami Khanal, Robyn Wilson, Guoyong Leng, Elizabeth M. Toman, Xuhui Wang, Yang Li, Kaiguang Zhao

Environ. Model. Softw., 2024

2022

Development of a calibration approach using DNDC and PEST for improving estimates of management impacts on water and nutrient dynamics in an agricultural system.

Abha Bhattarai, Garrett Steinbeck, Brian B. Grant, Margaret Kalcic, Kevin King, Ward N. Smith, Nuo Xu, Jia Deng, Sami Khanal

Environ. Model. Softw., 2022

Assessing the efficacy of machine learning techniques to characterize soybean defoliation from unmanned aerial vehicles.

Zichen Zhang, Sami Khanal, Amy Raudenbush, Kelley Tilmon, Christopher Stewart

Comput. Electron. Agric., 2022

2021

Assessment of the Spatial and Temporal Patterns of Cover Crops Using Remote Sensing.

Kushal KC, Kaiguang Zhao, Matthew Romanko, Sami Khanal

Remote. Sens., 2021

2020

Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture.

Zichen Zhang, Jayson Boubin, Christopher Stewart, Sami Khanal

Sensors, 2020

Remote Sensing in Agriculture - Accomplishments, Limitations, and Opportunities.

Sami Khanal, Kushal KC, John P. Fulton, Scott A. Shearer, Erdal Ozkan

Remote. Sens., 2020

2019

Autonomic Computing Challenges in Fully Autonomous Precision Agriculture.

Jayson Boubin, John Chumley, Christopher Stewart, Sami Khanal

Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

2018

Integration of high resolution remotely sensed data and machine learning techniques for spatial prediction of soil properties and corn yield.

Sami Khanal, John P. Fulton, Andrew Klopfenstein, Nathan Douridas, Scott A. Shearer

Comput. Electron. Agric., 2018

Integrating aerial images for in-season nitrogen management in a corn field.

Sami Khanal, John P. Fulton, Nathan Douridas, Andrew Klopfenstein, Scott A. Shearer

Comput. Electron. Agric., 2018

2017

An overview of current and potential applications of thermal remote sensing in precision agriculture.

Sami Khanal, John P. Fulton, Scott A. Shearer

Comput. Electron. Agric., 2017