Publications
Explore Our
Publications
Selected peer-reviewed publications and research outputs from our lab, spanning plant physiology, greenhouse engineering, and data‑driven agriculture.
2026
Design and Evaluation of an LLM-Based Knowledge Graph System for Photosynthesis Research
IEEE Access 14 (2026): 9193-9200
2025
Knowledge Synthesis of Photosynthesis Research Using a Large Language Model
arXiv preprint arXiv:2502.01059 (2025)
Enhancement of sweet pepper photosynthesis and yield with green-to-red sunlight conversion despite reduced daily light integral
Horticulture, Environment, and Biotechnology (2025): 1-12
Development of nutrient management system based on ion-equivalent concentration ratio and ion monitoring to maintain ionic balance in closed hydroponic solution
Computers and Electronics in Agriculture 237 (2025): 110588
Temporal and Age-Dependent Dynamics of Photoinhibitory Responses under Diverse Light Scenarios
Journal of Bio-Environment Control 34.4 (2025): 619-630
Data-driven Prediction of Species-Specific Plant Responses to Spectral-Shifting Films from Leaf Phenotypic and Photosynthetic Traits
arXiv preprint arXiv:2511.15173 (2025)
Plant-specific crop evapotranspiration estimation system for greenhouse tomatoes using convolutional neural network and rail-based monitoring device
Computers and Electronics in Agriculture 239 (2025): 111079
2024
Melon fruit detection and quality assessment using generative ai-based image data augmentation
Journal of Bio-Environment Control 33.4 (2024): 352-360
Computer vision approach for phenotypic characterization of horticultural crops
Journal of Bio-Environment Control 33.1 (2024): 63-70
Agricultural Applicability of AI based Image Generation
Journal of Bio-Environment Control 33.2 (2024): 120-128
Nationwide analysis of greenhouse effluents reveals robustness of crops as a modulator of ambient stoichiometry
Journal of Cleaner Production 482 (2024): 144127
2023
Thermal behavior and leaf temperature in a high pressure sodium lamp supplemented greenhouse
Journal of Bio-Environment Control 32.1 (2023): 48-56
Ray-tracing analysis on the far-red induced light-capturing ability of kale
Scientia Horticulturae 311 (2023): 111806
Analysis of the relationship between melon fruit growth and net quality using computer vision and fruit modeling
Journal of Bio-Environment Control 32.4 (2023): 456-465
2022
Application of an alternative nutrient replenishment method to electrical conductivity-based closed-loop soilless cultures of sweet peppers
Horticulturae 8.4 (2022): 295
Non-destructive monitoring of crop fresh weight and leaf area with a simple formula and a convolutional neural network
Sensors 22.20 (2022): 7728
