Sami Khanal

17 papers Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
An Orchestration Engine for Scalable, On-Demand AI Phenotyping from UAS Imagery in Agriculture.
SIGSPATIAL/GIS
Lucas Waltz, Sarikaa Sridhar, Ryan Waltz, Paul Rodriguez, Chaeun Hong, Armeen Ghoorkhanian, Nicole DiMarco, Raghu Machiraju, Sami Khanal
2025 J jnl
Beyond radiation use efficiency: A mechanistic biochemical photosynthesis model for crop growth simulation and agroecosystem modeling.
Comput. Electron. Agric.
Tongxi Hu, Xuesong Zhang, Sami Khanal, Kaiguang Zhao
2024 J jnl
Climate change impacts on crop yields: A review of empirical findings, statistical crop models, and machine learning methods.
Environ. Model. Softw.
Tongxi Hu, Xuesong Zhang, Sami Khanal, Robyn Wilson, Guoyong Leng, Elizabeth M. Toman, Xuhui Wang, Yang Li, Kaiguang Zhao
2024 J jnl
Cyberinfrastructure for machine learning applications in agriculture: experiences, analysis, and vision.
Frontiers Artif. Intell.
Lucas Waltz, Sushma Katari, Chaeun Hong, Adit Anup, Julian Colbert, Anirudh Potlapally, Taylor Dill, Canaan Porter, John Engle, Christopher Stewart, Hari Subramoni, Scott A. Shearer, Raghu Machiraju, Osler Ortez, Laura Lindsey, Arnab Nandi, Sami Khanal
2024 J jnl
Integrating Automated Labeling Framework for Enhancing Deep Learning Models to Count Corn Plants Using UAS Imagery.
Sensors
Sushma Katari, Sandeep Venkatesh, Christopher Stewart, Sami Khanal
2024 J jnl
Monitoring Harmful Algal Blooms and Water Quality Using Sentinel-3 OLCI Satellite Imagery with Machine Learning.
Remote. Sens.
Neha Joshi, Jongmin Park, Kaiguang Zhao, Alexis Londo, Sami Khanal
2024 J jnl
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.
Jongmin Park, Sami Khanal, Kaiguang Zhao, Kyuhyun Byun
2024 J jnl
Sugarcane Mosaic Virus Detection in Maize Using UAS Multispectral Imagery.
Remote. Sens.
Noah Bevers, Erik W. Ohlson, Kushal KC, Mark W. Jones, Sami Khanal
2022 J jnl
Assessing the efficacy of machine learning techniques to characterize soybean defoliation from unmanned aerial vehicles.
Comput. Electron. Agric.
Zichen Zhang, Sami Khanal, Amy Raudenbush, Kelley Tilmon, Christopher Stewart
2022 J jnl
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.
Abha Bhattarai, Garrett Steinbeck, Brian B. Grant, Margaret Kalcic, Kevin King, Ward N. Smith, Nuo Xu, Jia Deng, Sami Khanal
2021 J jnl
Assessment of the Spatial and Temporal Patterns of Cover Crops Using Remote Sensing.
Remote. Sens.
Kushal KC, Kaiguang Zhao, Matthew Romanko, Sami Khanal
2020 J jnl
Remote Sensing in Agriculture - Accomplishments, Limitations, and Opportunities.
Remote. Sens.
Sami Khanal, Kushal KC, John P. Fulton, Scott A. Shearer, Erdal Ozkan
2020 J jnl
Whole-Field Reinforcement Learning: A Fully Autonomous Aerial Scouting Method for Precision Agriculture.
Sensors
Zichen Zhang, Jayson Boubin, Christopher Stewart, Sami Khanal
2019 — conf
Autonomic Computing Challenges in Fully Autonomous Precision Agriculture.
ICAC
Jayson Boubin, John Chumley, Christopher Stewart, Sami Khanal
2018 J jnl
Integrating aerial images for in-season nitrogen management in a corn field.
Comput. Electron. Agric.
Sami Khanal, John P. Fulton, Nathan Douridas, Andrew Klopfenstein, Scott A. Shearer
2018 J jnl
Integration of high resolution remotely sensed data and machine learning techniques for spatial prediction of soil properties and corn yield.
Comput. Electron. Agric.
Sami Khanal, John P. Fulton, Andrew Klopfenstein, Nathan Douridas, Scott A. Shearer
2017 J jnl
An overview of current and potential applications of thermal remote sensing in precision agriculture.
Comput. Electron. Agric.
Sami Khanal, John P. Fulton, Scott A. Shearer