2025.

ThienVH, Khuat PT, Van T, Tuan TT, Chung YS. (Corresponding author). 2025. A deep learning method for differentiating safflower germplasm using optimal leaf structure features. Ecological Informatics. 5:102998. (SCIE, IF 5.9)

2024.

Thai TT, Ku K, Le AT, Oh SS, Phan NH, Chung YS. (Corresponding author). 2024. Comparative Analysis of Stomata Pore Instance Segmentation: Mask R-CNN vs. YOLOv8 on PhenomicsStomata Dataset. Frontiers in Plant Science. 15:1414849. (SCIE, IF 4.1) Jang G, Choi NJ, Wen J, Kim HJ, and Chung YS. (Corresponding author). 2024. The Trap of Presumption: A Case Study of Agricultural Research for Early Detection of Brown Planthopper Damage in Rice Fields. Korean Journal of Breeding Science. 56: 439-448.

Park JE, Kim BH, Kim W, Ahn J, Chung YS. (Corresponding author). 2024. High-throughput image data analysis shows the genetic diversity in Tartary buckwheat (Fagopyrum tataricum Gaertn.). Plant Biotechnology Reports. 11:1-9.

Mansoor S, Hamid S, Tuan TT, Park JE, Chung YS. (Corresponding author). 2024. Advance computational tools for multiomics data learning. Biotechnology Advances. 77: 108447.

Oh MA, Kim JY, Kang HM, Oh SSM, Mansoor S, Chung YS. (Corresponding author). 2024. Seed traits inheritance in Fagopyrum esculentum Moench. based on image analysis method. Frontiers in Plant Science. 15: 1445348.

Kim BW, Mansoor S, Han GD, Kim W, YS Chung. (Corresponding author). 2024. High Throughput Image Analysis between Seed Traits Opens New BreedingAvenues in Tartary Buckwheat Germplasm. Phyton-International Journal of Experimental Botany. 93: 2339-2347.

Yu JK, Chung YS. (Corresponding author). 2024. Image-Based Digitalization of Germplasm Stock: Overcoming its limitations. Korean Journal of Breeding Science. 56: 293-300.

Yu JK, Ahn J, Han GD, Kang HM, Jo H, YS Chung. (Corresponding author). 2024. Utilization of Satellite Technologies for Agriculture. Journal of Environmental Science International. 33:547-552.

Sheikh Mansoor, Pooja Tripathi, Amit Ghimire, Saira Hamid, Diaa Abd El moniem, Yong Suk Chung, Yoonha Kim. (Corresponding author). 2024. Comparative transcriptomic analysis of the nodulation-competent zone and inference of transcription regulatory network in silicon applied Glycine max [L.]-Merr. Root. Plant Cell Reports 43 : 169

Bungala LT, Park SU, Nguyen BV, Lim J, Kim K, Kim JK, Park CH, Le AT, Chung YS, Yeo HJ. (Corresponding author). 2024. Effect of LED Lights on Secondary Metabolites and Antioxidant Activities in Red Pakchoi Baby Leaves. ACS Omega

Ku KB, Le AT, Thai TT, Mansoor S, Kittipadakul P, Duangjit J, Kang HM, Oh SS, Phan NH, Chung YS. (Corresponding author). 2024. New dimension in leaf stomatal behavior analysis: a robust method with machine learning approach. Plant Biotechnology Reports 18 : 361-373

Khan T, Rashid R, Shah L, Afroza B, Khan S, Bhat M, Alwutayd KM, Mahajan R, Chung YS, Mansoor S, Sun HJ. 2024. Genetic and phenotypic diversity in Solanum lycopersicum genotypes: insights from morpho-molecular and biochemical analyses. Plant Biotechnology Reports 12 : 1-5

Mansoor S, Chung YS. (Corresponding author). 2024. Functional Phenotyping: Understanding the Dynamic Response of Plants to Drought Stress. Current Plant Biology. 21:100331. (SCIE, IF 5.4).

Mansoor S, Karunathilake EM, Tuan TT, Chung YS. (Corresponding author). 2024. Genomics, Phenomics, and Machine Learning in Transforming Plant Research: Advancements and Challenges. Horticultural Plant Journal. 13. (SCIE, IF 5.7).

Popescu SM, Mansoor S, Wani OA, Kumar SS, Sharma V, Sharma A, Arya VM, Kirkham MB, Hou D, Bolan N, Chung YS. (Corresponding author). 2024.
Artificial intelligence and IoT driven technologies for environmental pollution monitoring and management. Frontiers in Environmental Science. 12:1336088. (SCIE, IF 4.6).

Kwon SH, Ku KB, Le AT, Han GD, Park Y, Kim J, Tuan TT, Chung YS, Mansoor S. 2024. Enhancing citrus fruit yield investigations through flight height optimization with UAV imaging. Scientific Reports. 14:322. (SCIE, IF 4.6).

2023.

Sheikh M, Farooq IQ, Ambreen H, PRAVIN KA, Manzoor IK, Chung YS. (Corresponding author). 2023. Integrating artificial intelligence and high-throughput phenotyping for crop improvement. Journal of Integrative Agriculture. (SCIE, IF 4.800).

Oh M, Han GD, Chung YS. (Corresponding author). 2023. Comprehensive phenomic survey to increase the quantity of buckwheat (Fagopyrum esculentum). Journal of Subtropical Agriculture and Biotechnology. 35: 215-225.

Choi NJ, Koo K, Mansoor S, YS Chung, Tuan TT. 2023. A Novel 3D Insect Detection and Monitoring System in Plants Based on Deep Learning. Frontiers in Plant Science. 14: 1236154. (SCIE, IF 5.600).

Amit Ghimire A, Kim SH, Cho A, Jang N, Islam MS, Mansoor S, Chung YS, Kim Y. (Corresponding author). 2023. Automatic Evaluation of Soybean Seed Traits Using RGB Image Data and a Python Algorithm. Plants. 12: 3078. (SCIE, IF 4.500).

Ku K, Mansoor S, Han GD, Chung YS, Tuan TT. 2023. (Corresponding author). Identification of New Cold Tolerant Zoysia Grass Species With Higher NDVI and GCP Using High-Resolution RGB and Multi-Spectral Imaging. Scientific Reports. 13: 13209. (SCIE, IF 4.600).

Karunathilake EMB, Le AT, Heo S, Chung YS, Mansoor S. (Corresponding author). 2023. The Path to Smart Farming: Innovations and Opportunities in Precision Agriculture. Agriculture. 13: 1593. (SCIE, IF 3.600).

Dominguez DL, Cacagnaro JB, Le AT, Chung YS, Cavagnaro PF. (Corresponding author). 2023. Genetic diversity for drought tolerance in the native forage grass Trichloris crinita and possible morpho-physiological mechanisms involved. Frontiers in Plant Science. 14: 1235923. (SCIE, IF 5.600).

Kim JY, Lee CW, Park JE, Kim N, Kim SL, Baek JH, Chung YS, and Kim KH. (Corresponding author). 2023. Comparison of Various Drought Resistance Traits in Soybean (Glycine max L.) Based on Image Analysis for Precision Agriculture. Plants. 12:2331. (SCIE, IF 4.658).

Kim DW, Jeong SJ, Lee WS, Yun H, Chung YS, Kwon YS, Kim HJ. 2023. Growth monitoring of field-grown onion and garlic by CIE L* a* b* color space and region-based crop segmentation of UAV RGB images. Precision Agriculture. 11:1-20. (SCIE, IF 5.767).

Jung DH, Chung YS, and Hwang H. 2023. Development of a Model for Estimating Leaf Area and the Number of Flower Using Leaf Length and Width of Farfugium japonicum Kitam. Journal of Bio-Environment Control. 32:115-21.

Jang G, Kim DW, Park WP, Kim HJ, Chung YS. (Corresponding author). 2023. Heterogeneity Assessment of Kenaf Breeding Field through Spatial Dependence Analysis on Crop Growth Status Map Derived by Unmanned Aerial Vehicle. Plants. 12:1638. (SCIE, IF 4.658).

Kim J, Lee C, Park JE, Mansoor S, Chung YS, Kim K. 2023. Drought Stress Restoration Frequencies of Phenotypic Indicators in Early Vegetative Stages of Soybean (Glycine max L.). Sustainability. 15:4852. (SCIE, IF 3.889).

Lay L, Lee HS, Tayade R, Ghimire A, Chung YS, Yoon Y, Kim Y. 2023. Evaluation of Soybean Wildfire Prediction via Hyperspectral Imaging. Plants. 12:901. (SCIE, IF 4.658).

Jang G, Kim DW, Kim HJ, Chung YS. (Corresponding author). 2023. Spatial Dependence Analysis as a Tool to Detect the Hidden Heterogeneity in a Kenaf Field. Agronomy. 13:428. (SCIE, IF 3.949).

Yu JK, Chang S, Han GD, Kim SH, Ahn J, Park J, Kim Y, Kim J, Chung YS. (Corresponding author). 2023. Implication Of High Variance In Germplasm Characteristics. Scientifc Reports. 13:515. (SCIE, IF 4.997).

2022.

Chung YS, Yoon SU, Heo S, Kim YS, Kim Y, Han GD, Ahn J. 2022. Classification of Tree Composition in the Forest Using Images from SENTINEL-2: A Case Study of Geomunoreum Forests Using NDVI Images. Applied Sciences. 13:303. (SCIE, IF 2.838).

Le AT, Choi IL, Han GD, Kang HM, Jung DH, Park WP, Yildiz M, Do TK, Chung YS. (Corresponding author). 2022. Colored LED Lights: Use One Color Alone or with Others for Growth in Hedyotis corymbosa In Vitro?. Plants. 12:93. (SCIE, IF 4.658).

Jang G, Kim J, Kim DW, Chung YS, Kim HJ. 2022. Field Phenotyping of Plant Height in Kenaf (Hibiscus cannabinus L.) using UAV Imagery. The Korean Journal of Crop Science. 67:274-284.

Han GD, Yoon SU, Chung YS, Ahn J, Lee SJ, Kim YS, Min T. 2022. Tracking Changes of Snow Area Using Satellite Images of Mt.Halla at an Altitude of 1,600 m. 2022. 31:815-824.

Ali A, Altaf MT, Nadeem MA, SHAH AN, Azeem H, Baloch FS, Karaköy T, Hussain T, Duangpan S, AASIM M, Chung YS. (Corresponding author). 2022. Recent Advancement in OMICS approaches to enhance abiotic stress tolerance in Legumes. Frontiers in Plant Science. 13:952759. (SCIE, IF 6.627)

Chung YS, Yoon SU, Heo S, Kim YS, Ahn J, Han GD. 2022. Characterization of Tree Composition using Images from SENTINEL-2: A Case Study with Semiyang Oreum Journal of Environmental Science International. 31:735-741

Han GD, Choi JM, Choi I, Kim Y, Heo S, Chung YS. (Corresponding author). 2022. From crop specific to variety specific in crop modeling for the smart farm: A case study with blueberry. Plos One. 17:e0273845. (SCIE, IF 3.752)

Aasim M, Katirci R, Baloch F, Mustafa Z, Bakhsh A, Nadeem M, Ali S, Hatipoğlu R, Çiftçi V, Habyarimana E, Karaköy T. Chung YS (Corresponding author). 2022. Innovation in the Breeding of Common Bean Through a Combined Approach of in vitro Regeneration and Machine Learning Algorithms. Frontiers in Genetics. 13:897696. (SCIE, IF 4.772)

Ngwangum NJ, Tayade R, Liny L, Yoon JB, Chung YS, Kim Y. Utilization of Imaging Data from Different Sources for Bacterial and Fungal Diseases Detection in Major Crops in the Digital Era: A Review. Journal of Agiculture and Environmental Sciences. 2022:97-117

Kim J, Lee C, Park JE, Mansoor S, Chung YS, Kim K. Drought Stress Restoration Frequencies of Phenotypic Indicators in Early Vegetative Stages of Soybean (Glycine max L.). 2023. Sustainability. 15:4852. (SCIE, IF 3.889)

Han GD, DH Jung, Heo S, Chung YS. (Corresponding author). 2022. SPAD value difference between blueberry cultivar ‘STAR’ by planted ground and pot. Phyton. 91:2583-2590. (SCIE, IF 1.407)

Han GD and Chung YS. (Corresponding author). 2022. Data Structure for Efficient Use of Genetic Resources: A Case Study of Buckwheat. Korean Journal of Breedng Science. 54:98-103.

Han GD, Heo S, Chio JM, Chung YS. (Corresponding author). 2022. SPAD: potential phenotyping method for characterization of blueberry. Molecular Biology Reports. 8:1-6. (SCIE, IF 2.742)

Baloch FS, Nadeem MA, Sönmez F, Habyarimana E, Mustafa Z, Karaköy T, Coemertpa G, Alsaleh A, Çiftçi V, Sun S, Chung YS. (Corresponding author). 2022. Magnesium-a Forgotten Element: Phenotypic Variation and Genome Wide Association Study in Turkish Common Bean Germplasm. Frontiers in genetics. 13:848663. (SCIE, IF 4.772)

Yoon SU, Ahn J, Kim YS, Han GD, Chung YS, Lee SJ. (Corresponding author). 2022. Monitoring Temperature Variation in Rising Small Defunct Volcano on Jeju Island, Republic of Korea, Using High-Resolution Sentinel-2 Images. Atmosphere. 13:576. (SCIE, IF 3.110)

Le AT, Yu JK, Han GD, Do TK, Chung YS. (Corresponding author). 2022. Potential Use of Colored LED Lights to Increase the Production of Bioactive Metabolites Hedyotis corymbosa (L.) Lam. Plants. 11:225. (SCIE, IF 4.658)

Kim YS, Chung YS, Heo S. 2022. Image analysis as a potential tool for marker-assisted selection. Plant Biotechnology Reports. 10:1-7.

2021.

Tripathi P, Abdullah JS, Kim J, Chung YS, Kim SH, Hamayun M, Kim Y. 2021. Investigation of Root Morphological Traits Using 2D-Imaging among Diverse Soybeans (Glycine max L.). Plants. 10:2535. (SCIE, IF 4.658)

Kim YS, Heo S, Yoon SU, Ahn J, Choi I. Chang S...Chung YS. (Corresponding author). 2021. Development of Mask-RCNN Model for Detecting Greenhouses Based on Satellite Image. Korean Journal of Agricultural and Forest Meteorology. 23:156-162.

Han GD, Jang G, Kim J, Kim DW, Rodrogues R, Kim SH...Chung YS. (Corresponding author). 2021. RGB images-based vegetative index for phenotyping kenaf (Hibiscus cannabinus L.). PloS One. 16:e0256978. (SCIE, IF 3.752)

Kim J, Chung YS. (Corresponding author). 2021. A short review of RGB sensor applications for accessible high-throughput phenotyping. Journal of Crop Science and Biotechnology. 1-5.

Kim J, Yu JK, Rodrogues R, Kim Y, Park J, Jung JH...Chung YS. (Corresponding author). 2021. Case study: cost-effective image analysis method to study drought stress of soybean in early vegetative stage. Journal of Crop Science and Biotechnology. 1-5.

Kim KS, Kim SH, Kim J, Tripathi P, Lee JD, Chung YS, Kim Y. (Corresponding author). 2021. A large root phenome dataset wide-opened the potential for underground breeding in soybean. Frontiers in Plant Science. 12:704239. (SCIE, IF 6.627)

Kim J, Han GD, Muthukathan G, Rodrogues R, Hyun DY, Kim SH ...Chung YS (Corresponding author). 2021. What Traits Should Be Measured for Biomass in Kenaf?. Plants. 10:1394. (SCIE, IF 4.658)

Kim SH, Tripathi P, Yu S, Park JM, Lee JD., Chung YS, ...Kim, Y. 2021. Selection of Tolerant and Susceptible Wild Soybean (Glycine soja Siebold & Zucc.) Accessions under Waterlogging Condition using Vegetation Indices. Polish Journal of Environmental Studies. 30:3659-3675. (SCIE, IF 1.871)

2020.

Chung YS, Lee U, Heo S, Silva RR, Na CI, Kim Y. 2020. Image-Based Machine Learning Characterizes Root Nodule in Soybean Exposed to Silicon. Frontiers in Plant Science. 11:520161. (SCIE, IF 6.627)

Jeong YS, Lee HR, Baek JH, Kim KH, Chung YS, Lee CW. 2020. Deep Learning-based Rice Seed Segmentation for Phynotyping. Journal of the Korea Industrial Information Systems Research. 25:23-29

Kim J, Kim KS, Kim Y, Chung YS. (Corresponding author). 2020. A short review: Comparisons of high-throughput phenotyping methods for detecting drought tolerance. Scientia Agricola. 78:e20190300300. (SCIE, IF 2.420)

Jang G, Kim J, Kim HJ, Kim YH, Kim DW, Kim KH, Lee CW, Chung YS. (Corresponding author). 2020. Review: Commercial Unmanned Aerial Vehicle (UAV) platform for field plant breeding application. Remote Sensing. 12:998-1018. (SCIE, IF 5.349)

Kim YH, Chung YS, Lee E, Tripathi P, Heo S, Kim KH. (Co-first author). 2020. Root Response to Drought Stress in Rice (Oryza sativa L.). International Journal of Molecular Sciences. 21:1513-1534. (SCIE, IF 6.208)

BAEK J, Lee E, Kim N, Kim SL, Choi I, Ji H, Chung YS, Choi MS, Moon JK, Kim KH. 2020. High Throughput Phenotyping for Various Traits on Soybean Seeds Using Image Analysis. Sensors. 20:248. (SCIE, IF 3.847)

Kim DW, Silva RR, Kim JS, Kim Y, Kim HJ, Chung YS. (Corresponding author). 2020. Comparison of Various Kinds of Vegetative Indices for Chlorophyll Contents Using Low-Resolution Camera. Journal of Crop Science and Biotechnology. 23:73-79.

2019.

Jang GJ, Kim JY, Silva R, Kim YH, Chung YS. (Corresponding author). 2019. Case Study: The Effect of Shade on the RGB Images Obtained from Unmanned Aerial Vehicle in Crop Evaluation. Journal of Agricultural, Life and Environmental Sciences. 31:143-150.

Kim DW, Min TS, Kim Y, Silva RR, Hyun HN, Kim JS, Kim KH, Kim HJ, Chung YS. (Corresponding author). 2019. Sustainable Agriculture by Increasing Nitrogen Fertilizer Efficiency Using Low-Resolution Camera Mounted on Unmanned Aerial Vehicles. International Journal of Environmental Research and Public Health. 16:3893. (SCIE, IF 4.614)

Jo JW, Lee MH, Lee HR, Chung YS, Beak JH, Kim KH, and Lee CW. 2019. LeafNet: Plants Segmentation using CNN. Journal of the Korea Industrial Information Systems Research. 24:1-8.

Lee U, Silva RR, Kim C, Kim H, Heo S, Park IS, Kim W, Jansky S, Chung YS. (Corresponding author). 2019. Image Analysis for Measuring Disease Symptom to Bacterial Soft Rot in Potato. American Journal of Potato Research. 96:303-313. (SCIE, IF 1.815)

Kim SL, Chung YS, Ji H, Lee H, Choi I, Kim N, Lee E, Oh J, Kang DY, Baek J, Lee GS. (Co-first author). 2019. New Parameters for Seedling Vigor Developed via Phenomics. Applied Sciences. 9:1752. (SCIE, IF 2.838)

Kim DW, Kim Y, Kim KH, Kim HJ, Chung YS. (Corresponding author). 2019. Case Study: Cost-effective Weed Patch Detection by Multi-Spectral Camera Mounted on Unmanned Aerial Vehicle in the Buckwheat Field. The Korean Journal of Crop Science. 64:159-164.

Kim SL, Chung YS, Silva RR, Ji H, Lee H, Choi I, Kim N, Lee E, Baek J, Lee GS, Kwon TR. (Co-first author). 2019. The opening of phenome-assisted selection era in the early seedling stage. Scientific Reports. 9:9948. (SCIE, IF 4.996)