Sami Khanal

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Temporal Patterns

Top Venues

Comput. Electron. Agric.

Environ. Model. Softw.

Publications

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 (2024)
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) (2024)
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) (2024)
Abha Bhattarai, Garrett Steinbeck, Brian B. Grant, Margaret Kalcic, Kevin King, Ward 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 (2022)
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 (2022)
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) (2021)
Zichen Zhang, Jayson Boubin, Christopher Stewart, Sami Khanal
Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture. Sensors 20 (22) (2020)
Sami Khanal, Kushal KC, John P. Fulton, Scott A. Shearer, Erdal Ozkan
Remote Sensing in Agriculture - Accomplishments, Limitations, and Opportunities. Remote. Sens. 12 (22) (2020)
Jayson Boubin, John Chumley, Christopher Stewart, Sami Khanal
Autonomic Computing Challenges in Fully Autonomous Precision Agriculture. ICAC (2019)
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 (2018)
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 (2018)
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 (2017)