Russell Mierop

Works (3)

Updated: September 30th, 2025 05:03

2025 article

Deployment and analysis of instance segmentation algorithm for in‐field yield estimation of sweet potatoes

Nguyen, H. M., Gyurek, S., Mierop, R., Pecota, K. V., LaGamba, K., Boyette, M., … Kudenov, M. W. (2025, September 21). The Plant Phenome Journal, Vol. 8.

By: H. Nguyen n, S. Gyurek n, R. Mierop n, K. Pecota n , K. LaGamba  n, M. Boyette n, G. Yencho n , C. Williams n , M. Kudenov n 

topics (OpenAlex): Spectroscopy and Chemometric Analyses; Smart Agriculture and AI; Advanced Chemical Sensor Technologies
Sources: Web Of Science, ORCID, NC State University Libraries
Added: September 22, 2025

2024 article

Predicting sweetpotato traits using machine learning: Impact of environmental and agronomic factors on shape and size

Liu, H., Hunt, S., Yencho, G. C., Pecota, K. V., Mierop, R., Williams, C. M., & Jones, D. S. (2024, July 24). Computers and Electronics in Agriculture, Vol. 225.

By: H. Liu n, S. Hunt n, G. Yencho n , K. Pecota n , R. Mierop n, C. Williams n , D. Jones n 

author keywords: Machine learning; Feature engineering; Variable selection; Agriculture analytics; Sweetpotato
topics (OpenAlex): Smart Agriculture and AI; Leaf Properties and Growth Measurement; Greenhouse Technology and Climate Control
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
13. Climate Action (Web of Science)
15. Life on Land (Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 1, 2024

2021 journal article

Computer vision approach to characterize size and shape phenotypes of horticultural crops using high-throughput imagery

Computers and Electronics in Agriculture, 182, 106011.

By: S. Haque n, E. Lobaton n , N. Nelson n , G. Yencho n , K. Pecota n , R. Mierop n, M. Kudenov n , M. Boyette n, C. Williams n 

Contributors: S. Haque n, E. Lobaton n , N. Nelson n , G. Yencho n , K. Pecota n , R. Mierop n, M. Kudenov n , M. Boyette n, C. Williams n 

author keywords: Crop phenotyping; Machine learning; Computer vision
topics (OpenAlex): Smart Agriculture and AI; Leaf Properties and Growth Measurement; Spectroscopy and Chemometric Analyses
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
2. Zero Hunger (Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries, Crossref
Added: March 18, 2021

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