Scientific publications
This page provides access to a carefully curated selection of peer-reviewed articles, research reports, and academic publications in the field of plant phenotyping and related topics. As a leading company in plant phenotyping technology, WIWAM values scientific progress and innovation. We believe that sharing knowledge is essential for advancing our field.
2024
- Yiting Xie, Darren Plett, Margaret Evans, Tara Garrard, Mark Butt, Kenneth Clarke, Huajian Liu (2024) Hyperspectral imaging detects biological stress of wheat for early diagnosis of crown rot disease. Computers and Electronics in Agriculture 2024(217). doi: 10.1016/j.compag.2023.108571
- LIU, Huajian, et al. Machine vision solutions for monitoring pest snails in Australian no-till cropping fields: An exploration of spectral characteristics and detectability. Journal of Agriculture and Food Research, 2024, 16: 101146.
- Barbut Félix R. , Cavel Emilie et al. (2024) Integrity of xylan backbone affects plant responses to drought. Frontiers in Plant Science, 2024(15). doi: 10.3389/fpls.2024.1422701
- Hilde Nelissen, Tom Van Hautegem, Hironori Takasaki, et al. Division zone activity determines the potential of drought-stressed maize leaves to resume growth after rehydration. Advance. August 25, 2024. doi: 10.22541/au.172456741.10629205/v1
2023
- Naftali Slob, William Hurst, Rick van de Zedde, Bedir Tekinerdogan (2023) Virtual reality-based digital twins for greenhouses: A focus on human interaction. Computers and Electronics in Agriculture, 2023(208). doi: 10.1016/j.compag.2023.107815
- Xin Bolai, Sun Ji, Bartholomeus Harm, Kootstra Gert (2023) 3D data-augmentation methods for semantic segmentation of tomato plant parts. Frontiers in Plant Science, 2023(14). doi: 10.3389/fpls.2023.1045545
- Mertens, S., Verbraeken, L., Sprenger, H. et al. Monitoring of drought stress and transpiration rate using proximal thermal and hyperspectral imaging in an indoor automated plant phenotyping platform. Plant Methods 19, 132 (2023). doi: 10.1186/s13007-023-01102-1
2022
- Frans P. Boogaard, Eldert J. van Henten, Gert Kootstra (2022) Improved Point-Cloud Segmentation for Plant Phenotyping Through Class-Dependent Sampling of Training Data to Battle Class Imbalance. Frontiers in Plant Science, 2022. doi: 10.3389/fpls.2022.838190
- Robert D. Hall, John C. D’Auria, Antonio C. Silva Ferreira, Yves Gibon, Dariusz Kruszka, Puneet Mishra, Rick van de Zedde (2022) High-throughput plant phenotyping: a role for metabolomics? Trends in Plant Science, 2022. doi: 10.1016/j.tplants.2022.02.001
2021
- Yao L, van de Zedde R, Kowalchuk G. Recent developments and potential of robotics in plant eco-phenotyping. Emerg Top Life Sci. 2021 May 21;5(2):289-300. doi: 10.1042/ETLS20200275. PMID: 34013965; PMCID: PMC8166337
2020
- Huajian Liu, Brooke Bruning, Trevor Garnett, Bettina Berger (2020) The Performances of Hyperspectral Sensors for Proximal Sensing of Nitrogen Levels in Wheat. Sensors 2020, 20(16), 4550
2019
- Brooke Bruning, Huajian Liu, Chris Brien, Bettina Berger, Megan Lewis and Trevor Garnett (2019) The Development of Hyperspectral Distribution Maps to Predict the Content and Distribution of Nitrogen and Water in Wheat (Triticum aestivum). Frontiers in Plant Science. https://doi.org/10.3389/fpls.2019.01380
- LIU, Huajian, et al. Green plant segmentation in hyperspectral images using SVM and hyper-hue. In: Proceedings of the 7th Edition of the International Workshop on Image Analysis Methods for the Plant Sciences, Lyon, France. 2019. p. 4-5.
- Asaari MSM, Mertens S, Dhondt S, Inzé D, Wuyts N, Scheunders P (2019) Analysis of hyperspectral images for detection of drought stress and recovery in maize plants in a high-throughput phenotyping platform. Computers and Electronics in Agriculture 162: 749–758
- Rosa NM la, Lin C-W, Kang YJ, Dhondt S, Gonzalez N, Inzé D, Falter‐Braun P (2019) Drought resistance is mediated by divergent strategies in closely related Brassicaceae. New Phytologist. doi: 10.1111/nph.15841
- Woloszynska M, Gall SL, Neyt P, Boccardi TM, Grasser M, Längst G, Aesaert S, Coussens G, Dhondt S, Slijke EVD, et al (2019) Histone 2B monoubiquitination complex integrates transcript elongation with RNA processing at circadian clock and flowering regulators. PNAS 116: 8060–8069
- Njuguna E, Coussens G, Neyt P, Aesaert S, Storme V, Demuynck K, Vanhaeren H, Dhondt S, Haver YV, Paul L, et al (2019) Functional analysis of Arabidopsis and maize transgenic lines overexpressing the ADP-ribose/NADH pyrophosphohydrolase, AtNUDX7. Int J Dev Biol 63: 45–55
2018
- Mohd Asaari MS, Mishra P, Mertens S, Dhondt S, Inzé D, Wuyts N, Scheunders P (2018) Close-range hyperspectral image analysis for the early detection of stress responses in individual plants in a high-throughput phenotyping platform. ISPRS Journal of Photogrammetry and Remote Sensing 138: 121–138
- Beltramino M, Ercoli MF, Debernardi JM, Goldy C, Rojas AML, Nota F, Alvarez ME, Vercruyssen L, Inzé D, Palatnik JF, et al (2018) Robust increase of leaf size by Arabidopsis thaliana GRF3 -like transcription factors under different growth conditions. Scientific Reports 8: 13447
2017
- Coppens F, Wuyts N, Inzé D, Dhondt S (2017) Unlocking the potential of plant phenotyping data through integration and data-driven approaches. Current Opinion in Systems Biology 4: 58–63
- Donné S, Luong H, Dhondt S, Wuyts N, Inzé D, Goossens B, Philips W (2017) Robust plane-based calibration for linear cameras. 2017 IEEE International Conference on Image Processing (ICIP). Pp 36–40
- Dubois M, Claeys H, Van den Broeck L, Inzé D (2017) Time of day determines Arabidopsis transcriptome and growth dynamics under mild drought. Plant, Cell & Environment 40: 180–189
- Baute J, Polyn S, De Block J, Blomme J, Van Lijsebettens M, Inzé D (2017) F-Box Protein FBX92 Affects Leaf Size in Arabidopsis thaliana. Plant Cell Physiol 58: 962–975
2016
- Clauw P, Coppens F, Korte A, Herman D, Slabbinck B, Dhondt S, Daele TV, Milde LD, Vermeersch M, Maleux K, et al (2016) Leaf Growth Response to Mild Drought: Natural Variation in Arabidopsis Sheds Light on Trait Architecture. The Plant Cell 28: 2417–2434
- Shahrimie MAM, Mishra P, Mertens S, Dhondt S, Wuyts N, Scheunders P (2016) Modeling effects of illumination and plant geometry on leaf reflectance spectra in close-range hyperspectral imaging. 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS). pp 1–4
2015
- Clauw P, Coppens F, Beuf KD, Dhondt S, Daele TV, Maleux K, Storme V, Clement L, Gonzalez N, Inzé D (2015) Leaf Responses to Mild Drought Stress in Natural Variants of Arabidopsis. Plant Physiology 167: 800–816
2013
- Dhondt S, Wuyts N, Inzé D (2013) Cell to whole-plant phenotyping: the best is yet to come. Trends in Plant Science 18: 428–439
2011
- Skirycz A, Vandenbroucke K, Clauw P, Maleux K, De Meyer B, Dhondt S, Pucci A, Gonzalez N, Hoeberichts F, Tognetti VB, et al (2011) Survival and growth of Arabidopsis plants given limited water are not equal. Nat Biotech 29: 212–214