Keywords: paralog processing, ascorbate, transcriptome, CO2-fixing enzyme, deep learning, GWAS

Latest 34 Papers

Deep learning of fossil pollen morphology reveals 25,000 years of ecological change in East African grasslands

Authors: Adaime, M.-E., Kong, S., Urban, M. A., Street-Perrott, F. A., Verschuren, D., Punyasena, S. W.

Date: 2026-01-22 · Version: 3

DOI: 10.1101/2024.09.23.612957

Model Organism: General

deep learning grass pollen morphology C3/C4 plant ratios paleo‑vegetation reconstruction super‑resolution microscopy

Reconstructing coniferous tree crown shape from incomplete point clouds using deep learning

Authors: Bornand, A., Abegg, M., Morsdorf, F., Puliti, S., Astrup, R., Rehush, N.

Date: 2026-01-21 · Version: 1

DOI: 10.64898/2026.01.18.700158

Model Organism: General

deep learning point cloud reconstruction alpha‑shape coniferous tree crowns geometry-aware transformer

A drought stress-induced MYB transcription factor regulates pavement cell shape in leaves of European aspen (Populus tremula)

Authors: Liu, S., Doyle, S. M., Robinson, K. M., Rahneshan, Z., Street, N. R., Robert, S.

Date: 2026-01-16 · Version: 1

DOI: 10.64898/2026.01.16.699252

Model Organism: Populus tremula

leaf pavement cells Populus tremula MYB305a GWAS drought stress

Wheat diversity reveals new genomic loci and candidate genes for vegetation indices using genome-wide association analysis

Authors: Rustamova, S., Jahangirov, A., Leon, J., Naz, A. A., Huseynova, I.

Date: 2026-01-14 · Version: 1

DOI: 10.64898/2026.01.14.699455

Model Organism: Triticum aestivum

Triticum aestivum drought stress spectral vegetation indices GWAS QTL hotspot

GWAs reveals SUBER GENE1-mediated suberization via Type One Phosphatases

Authors: Han, J.-P., Lefebvre-Legendre, L., Yu, J., Capitao, M. B., Beaulieu, C., Gully, K., Shukla, V., Wu, Y., Boland, A., Nawrath, C., Barberon, M.

Date: 2025-12-12 · Version: 2

DOI: 10.1101/2025.05.06.652434

Model Organism: Arabidopsis thaliana

suberin deposition Arabidopsis thaliana GWAS SBG1 TOPP phosphatases

Rubisco Dark Inhibition in Angiosperms Shows a Complex Distribution Pattern

Authors: Nehls-Ramos, C., Carmo-Silva, E., Orr, D. J.

Date: 2025-11-20 · Version: 1

DOI: 10.1101/2025.11.20.689527

Model Organism: Multi-species

Rubisco dark inhibition flowering plants phylogenetic analysis photosynthetic regulation CO2-fixing enzyme

Integrating image-based phenotyping and GWAS to map tolerance to Spittlebug nymphs in interspecific Urochloa grasses

Authors: Espitia-Buitrago, P., Perea, C., Mejia-Medina, J. C., Hernandez, L. M., Castiblanco, V., Ryan, C., De Vega, J. J., Jauregui, R. N.

Date: 2025-11-05 · Version: 1

DOI: 10.1101/2025.11.03.686394

Model Organism: Urochloa spp.

Urochloa spittlebug tolerance GWAS QTL image-based phenotyping

Development alters genotype-environment interactions and shapes adaptation in Arabidopsis

Authors: Lawrence-Paul, E. H., Janakiraman, J., Lawrence-Paul, M. R., Ben-Zeev, R., Xu, Y., Penn, A., Lasky, J. R.

Date: 2025-11-03 · Version: 2

DOI: 10.1101/2025.05.13.653704

Model Organism: Arabidopsis thaliana

vegetative phase change drought adaptation genotype-by-environment interaction GWAS developmental trade‑offs

Cross-dataset evaluation of deep learning models for plant pest and disease diagnosis

Authors: Sun, J.

Date: 2025-11-03 · Version: 2

DOI: 10.1101/2024.10.07.617111

Model Organism: Solanum lycopersicum

deep learning cross-dataset generalization tomato pest and disease dataset variability model architecture

Hyperspectral Imaging to Quantify Nodules and Detect Biological Nitrogen Fixation in Legumes

Authors: Wang, Y., de Silva, K., Song, D., Kamruzzaman, M., Brooks, M. D.

Date: 2025-10-24 · Version: 3

DOI: 10.1101/2025.07.25.666867

Model Organism: Multi-species

root nodules biological nitrogen fixation hyperspectral imaging deep learning legume species

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