Time-serial analysis of deep neural network models for prediction of climatic conditions inside a greenhouse DH Jung, HS Kim, C Jhin, HJ Kim, SH Park Computers and Electronics in Agriculture 173, 105402, 2020 | 129 | 2020 |
On-site ion monitoring system for precision hydroponic nutrient management WJ Cho, HJ Kim, DH Jung, DW Kim, TI Ahn, JE Son Computers and electronics in agriculture 146, 51-58, 2018 | 75 | 2018 |
Deep learning-based cattle vocal classification model and real-time livestock monitoring system with noise filtering DH Jung, NY Kim, SH Moon, C Jhin, HJ Kim, JS Yang, HS Kim, TS Lee, ... Animals 11 (2), 357, 2021 | 58 | 2021 |
Automated lettuce nutrient solution management using an array of ion-selective electrodes DH Jung, HJ Kim, GL Choi, TI Ahn, JE Son, KA Sudduth Transactions of the ASABE 58 (5), 1309-1319, 2015 | 53 | 2015 |
An embedded system for automated hydroponic nutrient solution management WJ Cho, HJ Kim, DH Jung, CI Kang, GL Choi, JE Son Transactions of the ASABE 60 (4), 1083-1096, 2017 | 40 | 2017 |
Image processing methods for measurement of lettuce fresh weight DH Jung, SH Park, XZ Han, HJ Kim Journal of Biosystems Engineering 40 (1), 89-93, 2015 | 38 | 2015 |
Validation testing of an ion-specific sensing and control system for precision hydroponic macronutrient management DH Jung, HJ Kim, WJ Cho, SH Park, SH Yang Computers and electronics in agriculture 156, 660-668, 2019 | 35 | 2019 |
Model predictive control via output feedback neural network for improved multi-window greenhouse ventilation control DH Jung, HJ Kim, JY Kim, TS Lee, SH Park Sensors 20 (6), 1756, 2020 | 31 | 2020 |
Hybrid Signal-Processing Method Based on Neural Network for Prediction of NO3, K, Ca, and Mg Ions in Hydroponic Solutions Using an Array of Ion-Selective … WJ Cho, HJ Kim, DH Jung, HJ Han, YY Cho Sensors 19 (24), 5508, 2019 | 29 | 2019 |
A hyperspectral data 3d convolutional neural network classification model for diagnosis of gray mold disease in strawberry leaves DH Jung, JD Kim, HY Kim, TS Lee, HS Kim, SH Park Frontiers in Plant Science 13, 837020, 2022 | 21 | 2022 |
Fusion of spectroscopy and cobalt electrochemistry data for estimating phosphate concentration in hydroponic solution DH Jung, HJ Kim, HS Kim, J Choi, JD Kim, SH Park Sensors 19 (11), 2596, 2019 | 20 | 2019 |
A deep learning model to predict evapotranspiration and relative humidity for moisture control in tomato greenhouses DH Jung, TS Lee, KG Kim, SH Park Agronomy 12 (9), 2169, 2022 | 17 | 2022 |
Plant growth information measurement based on object detection and image fusion using a smart farm robot S Cho, T Kim, DH Jung, SH Park, Y Na, YS Ihn, KG Kim Computers and electronics in agriculture 207, 107703, 2023 | 13 | 2023 |
Classification of vocalization recordings of laying hens and cattle using convolutional neural network models DH Jung, NY Kim, SH Moon, HS Kim, TS Lee, JS Yang, JY Lee, X Han, ... Journal of Biosystems Engineering 46 (3), 217-224, 2021 | 13 | 2021 |
An automated water nitrate monitoring system based on ion-selective electrodes WJ Cho, DW Kim, DH Jung, SS Cho, HJ Kim Journal of Biosystems Engineering 41 (2), 75-84, 2016 | 12 | 2016 |
Real-time nutrient monitoring of hydroponic solutions using an ion-selective electrode-based embedded system HJ Han, HJ Kim, DH Jung, WJ Cho, YY Cho, GI Lee Journal of Bio-Environment Control 29 (2), 141-152, 2020 | 8 | 2020 |
Development of wireless sensor node and controller complying with communication Interface standard for smart farming SH Park, T Park, HD Park, DH Jung, JY Kim Journal of Biosystems Engineering 44, 41-45, 2019 | 8 | 2019 |
Predicting Models for Plant Metabolites Based on PLSR, AdaBoost, XGBoost, and LightGBM Algorithms Using Hyperspectral Imaging of Brassica juncea HI Yoon, H Lee, JS Yang, JH Choi, DH Jung, YJ Park, JE Park, SM Kim, ... Agriculture 13 (8), 1477, 2023 | 7 | 2023 |
Depth image conversion model based on CycleGAN for growing tomato truss identification DH Jung, CY Kim, TS Lee, SH Park Plant Methods 18 (1), 83, 2022 | 6 | 2022 |
Application of a spectroscopic analysis-based portable sensor for phosphate quantitation in hydroponic solutions HJ Han, DH Jung, HJ Kim, TS Lee, HS Kim, HY Kim, SH Park Journal of Sensors 2020, 2020 | 6 | 2020 |