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Nguyen Trung Duc, Nguyen Van Loc, Nguyen Thi Hoai Linh, Thorkil Casse, Ton Thi Minh Khanh, Truong Minh Hang, Nguyen Thi Thu Ha & Ta Viet Ton. (2026). "Interpretable Multi-Sensor Mapping of Coffee Production Systems in Dak Lak, Vietnam: Performance, Spatial Generalization, and Uncertainty." Remote Sensing Applications: Society and Environment. 44, 102264.
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Nguyen Trung Duc, Pham Quang Tuan, Nguyen Thi Thu, Doan Thu Thuy, Vu Thi Xuan Binh & Nguyen Van Loc. (2026). "AI-assisted genomic selection in sweetpotato: A staged roadmap for polyploid, clonal-propagated breeding." Ecological Genetics and Genomics. 41, 100530.
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Nguyen Trung Duc & Pham Quang Tuan. (2026). "Development and Selection of Color-Diverse White-, Purple- and Black-Kernel Supersweet Maize (Zea mays L.): Genetic Diversity, Gene Action and Combining Ability for Elite Parents and Hybrids." Journal of Crop Science and Biotechnology.
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Nguyen Trung Duc. (2026). "From mechanistic models to breeding digital twins: Predictive plant improvement for a changing climate." Ecological Genetics and Genomics. 40, 100504.
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Nguyen Trung Duc, Amooru Harika, Dhandapani Raju, Sudhir Kumar, Renu Pandey, Lekshmy Sathee, Elangovan Alimuthu, Biswabiblap Singh, Chandrapal Vishwakarma, Ranjith Kumar Ellur, Mir Asif Iquebal, Rakesh Pandey, Ambika Rajendran, Akshay Sakhare, Rabi Narayan Sahoo, Naga Neeraja Chirravuri, A. Senthil & Viswanathan Chinnusamy. (2025). "Identification of superior rice donors with enhanced nitrogen use efficiency using a comprehensive multivariate genotype selection strategy." iScience. 28, 113280.
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Nguyen Trung Duc, Dhandapani Raju, Sudhir Kumar, Renu Pandey, Ranjith Kumar Ellur, S. Gopala Krishnan, Chandan Vishwakarma, Elangovan Allimuthu, Biswabiplab Singh, Ambika Rajendran, Rabi Narayan Sahoo & Viswanathan Chinnusamy. (2025). "Phenomics assisted trait dissection and genotype selection for improved nitrogen use efficiency in rice." Plant Stress. 17, 100909.
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Nguyen Trung Duc, Amooru Harika, Dhandapani Raju, Sudhir Kumar, Renu Pandey, Ranjith Kumar Ellur, S. Gopala Krishnan, Elangovan Allimuthu, Biswabiplab Singh, Ayyagari Ramlal, Ambika Rajendran, Ranjeet Ranjan Kumar, Madan Pal Singh, Rabi Narayan Sahoo & Viswanathan Chinnusamy. (2025). "Maximizing nitrogen stress tolerance through high-throughput phenotyping in rice." Plant Stress. 15, 100764.
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Van Loc Nguyen, Trung Hung Nguyen, Hoai Nam Vu, Thi Hong Nhung Phan, Viet Long Nguyen, Duc Ha Chu, Daniel Bertero, Néstor Curti, Nguyen Trung Duc & Ton Viet Ta. (2025). "Environmental Drivers of Quinoa Germination: Growth Responses and Machine Learning Predictions." Journal of Crop Health. 77, 199.
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Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Pham Quang Tuan & Vu Van Liet. (2024). "Evaluation of White, Purple, Black Super Sweet Corn Genetic Resources for Specialty Corn Breeding Program." Tap chi Nong nghiep va Phat trien Nong thon (Journal of Agriculture and Rural Development). No. 481, 3-13.
In Vietnamese
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Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Pham Quang Tuan, Pham Thu Hang, Pham Xuan Hoi, Ha Viet Son & Vu Van Liet. (2024). "Agronomic Performance and Adaptation of Newly Introduced Melon Varieties." Tap chi Nong nghiep va Phat trien Nong thon (Journal of Agriculture and Rural Development). No. 472, 14-23.
In Vietnamese
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Nguyen Trung Duc, Pham Quang Tuan, Nguyen Thi Nguyet Anh & Vu Van Liet. (2024). "Phenotypic diversity and selection of superior tropical sweetcorn inbred lines by multivariate method and combining ability analysis." Ecological Genetics and Genomics. 30, 100215.
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Pham Quang Tuan, Vu Van Liet, Trieu Thi Mui, Nguyen Thi Nguyet Anh & Nguyen Trung Duc. (2024). "Analysis the Combining Ability and Breeding Potential of 10 Purple Waxy Corn Inbred Lines." Vietnam Journal of Agricultural Sciences. 22(9), 1123-1135.
In Vietnamese
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Pham Quang Tuan, Nguyen Thi Nguyet Anh, Vu Thi Xuan Binh, Vu Van Liet & Nguyen Trung Duc. (2024). "Evaluation and Selection of Superior Anthocyanin-Rich Fruit Corn Hybrids." Vietnam Journal of Agricultural Sciences. 22(8), 981-991.
In Vietnamese
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Amooru Harika, Ayyagari Ramlal, Nguyen Trung Duc, Ambika Rajendran & Dhandapani Raju. (2024). "Responses of Oxylipins to Abiotic Stresses." In Phytohormones in Abiotic Stress (Chapter 14, pp. 135-141). CRC Press.
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Nguyen Hong Hanh, Nguyen Thi Ngoc Dinh, Pham Thi Thu Huong, Do Thi Huong, Phan Thi Thuy, Nguyen Thi Ai Nghia, Nguyen Trung Duc & Tran Anh Tuan. (2024). "Variation of morpho-agronomical characteristics and genetic diversity of imported asparagus cultivars in Vietnam." Australian Journal of Crop Science. 18(2), 107-115.
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Nguyen Trung Duc, Pham Quang Tuan, Nguyen Thi Nguyet Anh, Nguyen Quoc Trung, Le Thi Tuyet Cham & Vu Van Liet. (2023). "Assessment of Genetic Diversity of Yellow Waxy Corn Germplasm Based on Phenotype and SSR Markers." Vietnam Journal of Agricultural Sciences. 21(10), 1236-1248.
In Vietnamese
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Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Pham Quang Tuan, Vu Duy Hoang & Vu Van Liet. (2023). "Heterosis and Combining Ability of Yield and Quality Traits of Purple Cherry Tomato Lines." Vietnam Journal of Agricultural Sciences. 21(8), 963-976.
In Vietnamese
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Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Pham Quang Tuan, Vu Thi Thuong, Nguyen Viet Linh, Bui Thi Thuy & Vu Van Liet. (2023). "Assessment of Genetic Diversity on Fruit Traits of Cherry Tomato Germplasm Based on Images." Vietnam Journal of Agricultural Sciences. 21(4), 401-413.
In Vietnamese
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Nguyen Trung Duc, Nguyen Quoc Trung, Pham Quang Tuan, Nguyen Thi Nguyet Anh, Pham Thu Hang, Pham Xuan Hoi & Vu Van Liet. (2023). "Identification of SSR Markers Linked to sh2 and su1 Genes in Sweetcorn Lines." Vietnam Journal of Agricultural Sciences. 21(2), 149-160.
In Vietnamese
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Nguyen Trung Duc, Pham Quang Tuan, Nguyen Thi Nguyet Anh, Nguyen Quoc Trung & Vu Van Liet. (2023). "Genetic Diversity of Specialty Corn Germplasms Reveal by Agronomic Traits and SSR Markers." Tap chi Nong nghiep va Phat trien Nong thon (Journal of Agriculture and Rural Development). No. 450, 18-29.
In Vietnamese
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Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Pham Quang Tuan & Vu Van Liet. (2023). "Agronomic Performance and Genetic Diversity of Newly Developed S4 Temperate and Tropical Sweet Corn Lines." Vietnam Journal of Science and Technology. 65(7), 47-52.
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Nguyen Trung Duc, Ayyagari Ramlal, Ambika Rajendran, Dhandapani Raju, S. K. Lal, Sudhir Kumar, Rabi Narayan Sahoo & Viswanathan Chinnusamy. (2023). "Image-based phenotyping of seed architectural traits and prediction of seed weight using machine learning models in soybean." Frontiers in Plant Science. 14, 1206357.
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Pham Quang Tuan, Vu Van Liet, Nguyen Thi Nguyet Anh & Nguyen Trung Duc. (2023). "Agronomic Performance and Genetic Diversity of Purple Waxy Corn Population in Vietnam." Tap chi Nong nghiep va Phat trien Nong thon (Journal of Agriculture and Rural Development). No. 465, 3-15.
In Vietnamese
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Pham Quang Tuan, Nguyen Thi Nguyet Anh, Vu Thi Xuan Binh, Vu Van Liet & Nguyen Trung Duc. (2023). "Evaluation and Determination of Sweet Corn Hybrids for Fresh Eating Purpose in Ha Noi City." Tap chi Nong nghiep va Phat trien Nong thon (Journal of Agriculture and Rural Development). 38-47.
In Vietnamese
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Nguyen Thi Nguyet Anh, Pham Quang Tuan, Vu Van Liet & Nguyen Trung Duc. (2023). "Genetic Analysis of Yield and Quality Traits on Purple Waxy Corn Inbred Lines." Tap chi Nong nghiep va Phat trien Nong thon (Journal of Agriculture and Rural Development). No. 460, 3-14.
In Vietnamese
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Pham Quang Tuan, Nguyen Trung Duc, Nguyen Thi Nguyet Anh & Vu Van Liet. (2023). "Selection of Elite Purple Waxy Corn Hybrids by MGIDI Multivariate Selection Method in Vietnam." Vietnam Journal of Science and Technology. 65(2), 53-60.
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Biswabiplab Singh, Sudhir Kumar, Allimuthu Elangovan, Devendra Vasht, Sunny Arya, Nguyen Trung Duc, Pooja Swami, Godawari Shivaji Pawar, Dhandapani Raju, Hari Krishna, Lekshmy Sathee, Monika Dalal, Rabi Narayan Sahoo & Viswanathan Chinnusamy. (2023). "Phenomics based prediction of plant biomass and leaf area in wheat using machine learning approaches." Frontiers in Plant Science. 14, 1214801.
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Allimuthu Elangovan, Nguyen Trung Duc, Dhandapani Raju, Sudhir Kumar, Biswabiplab Singh, Chandrapal Vishwakarma, Subbaiyan Gopala Krishnan, Ranjith Kumar Ellur, Monika Dalal, Padmini Swain, Sushanta Kumar Dash, Madan Pal Singh, Rabi Narayan Sahoo, Govindaraj Kamalam Dinesh, Poonam Gupta & Viswanathan Chinnusamy. (2023). "Imaging Sensor-Based High-Throughput Measurement of Biomass Using Machine Learning Models in Rice." Agriculture. 13(4), 852.
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Nguyen Trung Duc, Pham Quang Tuan, Nguyen Thi Nguyet Anh & Vu Van Liet. (2022). "Phenotypic Variation and Correlation of Fruit Traits in Diverse Muskmelon Materials." Vietnam Journal of Agriculture & Rural Development. 2(2), 23-31.
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Nguyen Trung Duc, Pham Quang Tuan, Nguyen Thi Nguyet Anh, Nguyen Van Muoi, Phung Danh Huan, Vu Hai, Tran Van Quang, Vu Thi Xuan Binh & Vu Van Liet. (2022). "A Review of High-Throughput Crop Phenotyping: Progress and Application for Vietnam." Vietnam Journal of Agricultural Sciences. 20(1), 98-112.
In Vietnamese
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Pham Quang Tuan, Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Vu Thi Xuan Binh & Vu Van Liet. (2022). "Development and Selection of Anthocyanin-Rich Fruit Corn Lines." Vietnam Journal of Agricultural Sciences. 20(7), 853-862.
In Vietnamese
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Nguyen Thi Nguyet Anh, Nguyen Trung Duc, Vu Van Liet & Pham Quang Tuan. (2022). "Heterosis and Combining Ability for Yield and Quality of Some Purple Waxy Corn and Sweet Corn Inbred Lines." Vietnam Journal of Agricultural Sciences. 20(5), 563-575.
In Vietnamese
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Nguyen Thi Nguyet Anh, Vu Van Liet, Pham Quang Tuan & Nguyen Trung Duc. (2022). "Agronomic Characteristics, Yield and Quality of the Hybrids Crossed between Purple Corn and Sweet Corn." Tap chi Nong nghiep va Phat trien Nong thon (Journal of Agriculture and Rural Development). No. 426-427, 11-21.
In Vietnamese
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Nguyen Thi Nguyet Anh, Pham Quang Tuan, Vu Thi Xuan Binh, Vu Van Liet & Nguyen Trung Duc. (2022). "Heterosis and Combining Ability in Agronomic Traits of Melon Inbred Lines." Vietnam Journal of Agricultural Sciences. 20(6), 709-721.
In Vietnamese
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Pham Quang Tuan, Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Vu Van Liet, Vu Thi Xuan Binh & Lyu Ronghua. (2022). "Application analysis of novel purple sweet corn inbred line development for hybrid nutrient-rich fruit corn breeding." Journal of Southern Agriculture. 53(7), 1843-1854.
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Pham Quang Tuan, Nguyen Trung Duc, Nguyen Thi Nguyet Anh, Vu Thi Xuan Binh, Vu Van Liet, Lyu Ronghua, Zou Chenglin & Lyu Jiaming. (2022). "Heterosis, combining ability on yield, yield components and quality traits of purple sweet corn." Journal of Southern Agriculture. 53(5), 1193-1206.
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Nguyen Trung Duc & Ta Viet Ton. (2026). "When Accuracy Is Not Enough: A Claim-Matched Evidence Standard for Decision-Ready Crop AI." Submitted to One Earth.
Submitted
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Nguyen Trung Duc, Wakako Satomura, Nguyen Van Loc, Nguyen Thi Hoai Linh, Thorkil Casse, Ton Thi Minh Khanh, Truong Minh Hang, Nguyen Thi Thu Ha & Ta Viet Ton. (2026). "Benchmark-First Remote-Sensing Decision Support for Robusta Coffee Production Forecasting in Dak Lak, Vietnam." Submitted to Next Sustainability.
Submitted
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Nguyen Trung Duc, Yukiyoshi Iwata & Ta Viet Ton. (2026). "YOLO Object Detection for Crop Breeding and Management: A Twin-Pillar Review." Second revision submitted to Information Processing in Agriculture.
Revision submitted
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Nguyen Trung Duc, Takashi Okayasu, Jesse B. Abrams, Nguyen Thi Hoai Linh, Thorkil Casse & Ta Viet Ton. (2026). "Coffee Intelligence: Evidence Standards for Decision-Ready AI and Earth Observation in Coffee Agroecosystems." Submitted to Remote Sensing Applications: Society and Environment.
Submitted
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Nguyen Trung Duc, Saurabh Singh, Dhandapani Raju, Sudhir Kumar, Mahesh Kumar, Ambika Rajendran & Viswanathan Chinnusamy. (2026). "Phenomics in Brassicaceae Vegetables: From Sensing to Selection." Chapter submitted to Brassicaceae Vegetables: Advances in Breeding and Genetics. Springer Nature.
SubmittedBook chapter
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Pham Quang Tuan, Nguyen Thi Thu, Doan Thu Thuy, Vu Thi Xuan Binh, Nguyen Van Loc & Nguyen Trung Duc. (2026). "Phenotypic, Carotenoid and SSR Marker-Band Dataset for VNUA Sweetpotato Germplasm." Under review at Data in Brief.
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Nguyen Trung Duc, Pham Quang Tuan, Nguyen Thi Thu, Doan Thu Thuy, Vu Thi Xuan Binh & Nguyen Van Loc. (2026). "A Combined MGIDI Multi-Trait Selection and SSR Identity-Governance Workflow for Clonal-Crop Germplasm Panels." Submitted to MethodsX.
Submitted
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Pham Quang Tuan, Nguyen Thi Thu, Doan Thu Thuy, Vu Thi Xuan Binh, Nguyen Van Loc & Nguyen Trung Duc. (2026). "Integrated Phenotypic, Carotenoid and SSR Marker-Band Evaluation for Identity-Verified Selection of Sweetpotato (Ipomoea batatas) Germplasm in Northern Vietnam." Under review at PLOS ONE.
Under review
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Nguyen Trung Duc & Pham Quang Tuan. (2026). "Identifying Superior Specialty Corn Hybrids through Multi-Trait Stability, Multivariate Structure and Machine-Learning Trait Importance." Submitted to Discover Plants.
Submitted
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Nguyen Trung Duc & Pham Quang Tuan. (2026). "Machine Learning and Combining-Ability Analysis Prioritize Breeding Potential in Super Sweet Corn Inbred Lines." Submitted to Reproduction and Breeding.
Submitted
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Nguyen Trung Duc & Pham Quang Tuan. (2026). "Tổng quan logic chọn giống lấy kiểu hình làm trung tâm trong kỷ nguyên hệ gen: bài học từ ngô thực phẩm" (A Review of Phenotype-Centered Breeding Logic in the Genomic Era: Lessons from Edible Maize). Submitted to Vietnam Journal of Agricultural Sciences.
SubmittedIn Vietnamese
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Nguyen Trung Duc & Pham Quang Tuan. (2026). "Beyond Sweetness: Genetics and Breeding Strategies for Next-Generation Sweet Corn." Submitted to Vietnam Journal of Agricultural Sciences.
Submitted
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Nguyen Trung Duc & Pham Quang Tuan. (2026). "Phân tích di truyền dòng ngô siêu ngọt tự phối phục vụ tạo giống bicolor" (Genetic Analysis of Newly Developed Supersweet Corn Inbred Lines for Bicolor Hybrid Breeding). Submitted to Vietnam Journal of Agricultural Sciences.
Major revisionIn Vietnamese
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Nguyen Trung Duc, Nguyen Van Loc & Ta Viet Ton. (2026). "An Integrated Phenotyping Framework for Dynamic Growth Strategies and a Cross-Validated Attainable Ideotype in Quinoa." Submitted to Plant Phenomics.
Submitted
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Thi Ngoc Dinh Nguyen, Van Loc Nguyen, Thi Hong Nhung Phan, Thai Hoang Dinh, Thi Thu Ha Phung, Nguyen Trung Duc, Viet Long Nguyen, Duc Ha Chu, Van Nhan Le, Ramiro Curti, Daniel Bertero & Ta Viet Ton. (2026). "From Phenotypic Diversity to Genotype Selection: Integrating Trait Relationships and Machine Learning for High-Yield Quinoa." Under review at Euphytica.
Under review
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Thi Thu Ha Phung, Hue Nhan Luu, Thi Hong Nhung Phan, Thai Hoang Dinh, Thi Ngoc Dinh Nguyen, Nguyen Trung Duc, Duc Ha Chu, Van Nhan Le, Ramiro Curti, Daniel Bertero, Ta Viet Ton, Viet Long Nguyen & Van Loc Nguyen. (2026). "An Integrated Framework for Evaluating Waterlogging Tolerance and Predicting Yield of Quinoa (Chenopodium quinoa Willd.) across Cropping Seasons." Under review at BMC Plant Biology.
Under review
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Hue Nhan Luu, Thi Hong Nhung Phan, Thai Hoang Dinh, Thi Ngoc Dinh Nguyen, Thi Thu Ha Phung, Nguyen Trung Duc, Duc Ha Chu, Néstor Curti, Daniel Bertero, Van Loc Nguyen, Viet Long Nguyen & Ton Viet Ta. (2026). "Combined Waterlogging and Drought Stress Effects on Quinoa Responses and Yield Prediction." Under review at PLOS ONE.
Under review
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Van Loc Nguyen, Thi Hong Nhung Phan, Viet Long Nguyen, Thai Hoang Dinh, Thi Ngoc Dinh Nguyen, Thi Thu Ha Phung, Nguyen Trung Duc, Duc Ha Chu, Néstor Curti & Daniel Bertero. (2026). "Genotypic Variation and Root Traits Associated with Hypoxia Tolerance in Quinoa (Chenopodium quinoa Willd.)." Under review at PLOS ONE.
Under review