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2020 – today
- 2024
[j13]Tongxi Hu, Xuesong Zhang
, Sami Khanal, Robyn Wilson, Guoyong Leng, Elizabeth M. Toman, Xuhui Wang, Yang Li, Kaiguang Zhao:
Climate change impacts on crop yields: A review of empirical findings, statistical crop models, and machine learning methods. Environ. Model. Softw. 179: 106119 (2024)- [j12]Neha Joshi, Jongmin Park, Kaiguang Zhao, Alexis Londo, Sami Khanal:
Monitoring Harmful Algal Blooms and Water Quality Using Sentinel-3 OLCI Satellite Imagery with Machine Learning. Remote. Sens. 16(13): 2444 (2024) - [j11]Jongmin Park, Sami Khanal, Kaiguang Zhao, Kyuhyun Byun:
Remote Sensing of Chlorophyll-a and Water Quality over Inland Lakes: How to Alleviate Geo-Location Error and Temporal Discrepancy in Model Training. Remote. Sens. 16(15): 2761 (2024) - [j10]Noah Bevers, Erik W. Ohlson, Kushal KC, Mark W. Jones, Sami Khanal:
Sugarcane Mosaic Virus Detection in Maize Using UAS Multispectral Imagery. Remote. Sens. 16(17): 3296 (2024) - [j9]Sushma Katari, Sandeep Venkatesh, Christopher Stewart, Sami Khanal:
Integrating Automated Labeling Framework for Enhancing Deep Learning Models to Count Corn Plants Using UAS Imagery. Sensors 24(19): 6467 (2024) - 2022
- [j8]Zichen Zhang, Sami Khanal, Amy Raudenbush, Kelley Tilmon, Christopher Stewart:
Assessing the efficacy of machine learning techniques to characterize soybean defoliation from unmanned aerial vehicles. Comput. Electron. Agric. 193: 106682 (2022) - [j7]Abha Bhattarai, Garrett Steinbeck, Brian B. Grant, Margaret Kalcic, Kevin King, Ward N. Smith, Nuo Xu, Jia Deng, Sami Khanal:
Development of a calibration approach using DNDC and PEST for improving estimates of management impacts on water and nutrient dynamics in an agricultural system. Environ. Model. Softw. 157: 105494 (2022) - 2021
- [j6]Kushal KC, Kaiguang Zhao, Matthew Romanko, Sami Khanal:
Assessment of the Spatial and Temporal Patterns of Cover Crops Using Remote Sensing. Remote. Sens. 13(14): 2689 (2021) - 2020
- [j5]Sami Khanal, Kushal KC, John P. Fulton, Scott A. Shearer, Erdal Ozkan:
Remote Sensing in Agriculture - Accomplishments, Limitations, and Opportunities. Remote. Sens. 12(22): 3783 (2020) - [j4]Zichen Zhang, Jayson Boubin, Christopher Stewart, Sami Khanal:
Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture. Sensors 20(22): 6585 (2020)
2010 – 2019
- 2019
- [c1]Jayson Boubin, John Chumley, Christopher Stewart, Sami Khanal:
Autonomic Computing Challenges in Fully Autonomous Precision Agriculture. ICAC 2019: 11-17 - 2018
- [j3]Sami Khanal, John P. Fulton, Nathan Douridas, Andrew Klopfenstein, Scott A. Shearer:
Integrating aerial images for in-season nitrogen management in a corn field. Comput. Electron. Agric. 148: 121-131 (2018) - [j2]Sami Khanal, John P. Fulton, Andrew Klopfenstein, Nathan Douridas, Scott A. Shearer:
Integration of high resolution remotely sensed data and machine learning techniques for spatial prediction of soil properties and corn yield. Comput. Electron. Agric. 153: 213-225 (2018) - 2017
- [j1]Sami Khanal, John P. Fulton, Scott A. Shearer:
An overview of current and potential applications of thermal remote sensing in precision agriculture. Comput. Electron. Agric. 139: 22-32 (2017)
Coauthor Index
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