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Outputs (4)

High-fidelity wheat plant reconstruction using 3D Gaussian splatting and neural radiance fields (2025)
Journal Article
Pound, M. P., Stuart, L. A., Wells, D. M., Atkinson, J. A., Castle-Green, S., & Walker, J. (2025). High-fidelity wheat plant reconstruction using 3D Gaussian splatting and neural radiance fields. GigaScience, 14, Article giaf022. https://doi.org/10.1093/gigascience/giaf022

Background: The reconstruction of 3-dimensional (3D) plant models can offer advantages over traditional 2-dimensional approaches by more accurately capturing the complex structure and characteristics of different crops. Conventional 3D reconstruction... Read More about High-fidelity wheat plant reconstruction using 3D Gaussian splatting and neural radiance fields.

Integrating phenotyping and modelling approaches StomaGAN: improving image-based analysis of stomata through generative adversarial networks (2025)
Journal Article
Gibbs, J. A., & Gibbs, A. J. (2025). Integrating phenotyping and modelling approaches StomaGAN: improving image-based analysis of stomata through generative adversarial networks. in silico Plants, 7(1), Article diaf002. https://doi.org/10.1093/insilicoplants/diaf002

Stomata regulate gas exchange between plants and the atmosphere, but analysing their morphology is challenging due to anatomical variability and artifacts during image acquisition. Deep learning (DL) can address these challenges but often requires la... Read More about Integrating phenotyping and modelling approaches StomaGAN: improving image-based analysis of stomata through generative adversarial networks.

Supporting data for "High-fidelity Wheat Plant Reconstruction using 3D Gaussian Splatting and Neural Radiance Fields" (2025)
Data
(2025). Supporting data for "High-fidelity Wheat Plant Reconstruction using 3D Gaussian Splatting and Neural Radiance Fields". [Data]. https://doi.org/10.5524/102661

The reconstruction of 3D plant models can offer advantages over traditional 2D approaches by more accurately capturing the complex structure and characteristics of different crops. Conventional 3D reconstruction techniques often produce sparse or noi... Read More about Supporting data for "High-fidelity Wheat Plant Reconstruction using 3D Gaussian Splatting and Neural Radiance Fields".

ABA-auxin cascade regulates crop root angle in response to drought (2025)
Journal Article
Xiong, Y., Song, X., Mehra, P., Yu, S., Li, Q., Tashenmaimaiti, D., Bennett, M., Kong, X., Bhosale, R., & Huang, G. (2025). ABA-auxin cascade regulates crop root angle in response to drought. Current Biology, 35(3), 542-553.e4. https://doi.org/10.1016/j.cub.2024.12.003

Enhancing drought resistance through the manipulation of root system architecture (RSA) in crops represents a crucial strategy for addressing food insecurity challenges. Abscisic acid (ABA) plays important roles in drought tolerance; yet, its molecul... Read More about ABA-auxin cascade regulates crop root angle in response to drought.