Keywords: paralog processing, CO2-fixing enzyme, deep learning, bread wheat, ascorbate, root architecture

Latest 24 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

Root phenolics as potential drivers of preformed defenses and reduced disease susceptibility in a paradigm bread wheat mixture

Authors: Mathieu, L., Chloup, A., Marty, S., Savajols, J., Paysant-Le Roux, C., Launay-Avon, A., Martin, M.-L., Totozafy, J.-C., Perreau, F., Rochepeau, A., Rouveyrol, C., Petriacq, P., Morel, J.-B., Meteignier, L.-V., Ballini, E.

Date: 2026-01-14 · Version: 1

DOI: 10.64898/2026.01.13.699261

Model Organism: Triticum aestivum

root-mediated interactions bread wheat Septoria tritici blotch transcriptomics metabolomics

Root growth promotion by Penicillium melinii: mechanistic insights and agricultural applications

Authors: Gutierrez-Manso, L., Devesa-Aranguren, I., Conesa, C. M., Monteoliva-Garcia, G., Gonzalez-Sayer, S., Lozano-Enguita, A., Blasio, F., Ugena, L., Nolasco, J., Vazquez-Mora, A., Levy, C. C. B., Ariel Otero, E., Fernandez-Calvo, P., Moreno-Risueno, M. A., petrik, I., Pencik, A., Reguera, M., Gonzalez-Bodi, S., Huerta-Cepas, J., Sacristan, S., del Pozo, J. C., Cabrera, J.

Date: 2025-12-09 · Version: 1

DOI: 10.64898/2025.12.05.692050

Model Organism: Arabidopsis thaliana

Penicillium melinii plant growth‑promoting fungus root architecture auxin signaling biostimulant

Semi-automated image analysis of root architecture and early root development in faba bean and white clover and genomic estimation of breeding values and correlations

Authors: Nagy, I., Kristensen, P. S., Malinowska, M., Nielsen, L. K., Schiemann, A., Rolund, N., Andersen, S. U., Asp, T.

Date: 2025-12-03 · Version: 1

DOI: 10.64898/2025.12.01.691692

Model Organism: Multi-species

leguminous protein crops climate‑resilient breeding root architecture image‑based phenotyping genomic estimated breeding values

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

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

Compartmentalized above- and belowground defenses in Tanacetum vulgare are tailored to localized antagonists

Authors: Newrzella, H., Heinen, R., Villasante, C. M., Zimmer, I., Weber, B., Kary, P., Gerl, G., Neuhaus, A., Sigalas, A., Ojeda-Prieto, L., Winkler, J. B., Weisser, W., Schnitzler, J.-P.

Date: 2025-10-31 · Version: 1

DOI: 10.1101/2025.10.30.685307

Model Organism: Tanacetum vulgare

terpenoid defense chemotype root architecture Tanacetum vulgare insect herbivory

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

Phylogenomic challenges in polyploid-rich lineages: Insights from paralog processing and reticulation methods using the complex genus Packera (Asteraceae: Senecioneae)

Authors: Moore-Pollard, E. R., Ellestad, P., Mandel, J.

Date: 2025-10-13 · Version: 2

DOI: 10.1101/2025.09.14.676143

Model Organism: Multi-species

phylogenomic discordance polyploidy paralog processing Packera historical biogeography

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