Keywords: decoding modules, SNP array, deep learning, root development, genetic diversity

Latest 29 Papers

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

root nodules biological nitrogen fixation hyperspectral imaging deep learning legume species

A century of breeding has preserved genetic variation, accumulated favorable alleles, and shaped the Rht gene portfolio in North American spring wheat

Authors: Gill, H. S., Blecha, S., Conley, E., Brault, C., Fiedler, J., Cook, J., Glover, K., Green, A., Read, A. C., Anderson, J. A.

Date: 2025-09-23 · Version: 1

DOI: 10.1101/2025.09.22.677111

Model Organism: Triticum aestivum

Hard red spring wheat genetic diversity Rht dwarfing genes SNP array KASP genotyping

Botanic Spectrum Analyser: A Deep Learning GUI for Plant Image Segmentation in Hyperspectral and RGB Phenotyping

Authors: Walsh, J. J., Gorgu, L., Cavel, E., Poulain, V., Gutierrez, L., Mangina, E., Negrao, S.

Date: 2025-09-17 · Version: 1

DOI: 10.1101/2025.09.14.676080

Model Organism: Multi-species

plant phenotyping image segmentation U‑Net hyperspectral imaging deep learning

Population structure and diversity of common bean (Phaseolus vulgaris L.) landraces in the Peruvian Amazon

Authors: Tobaru, J., Barrera-Lozano, M., Vecco-Giove, C. D., Pelaez, J., Pinchi, M., Vargas, Y., Chuquillanqui, J., Soto-Torres, J., Robles, R., Saravia, D., Petroli, C., Etchevers, J. D., Ortiz, R., Blas, R.

Date: 2025-09-07 · Version: 1

DOI: 10.1101/2025.09.04.674357

Model Organism: Phaseolus vulgaris

Phaseolus vulgaris Amazonian landraces genetic diversity DArTseq SNP genotyping breeding resources

Phenotypic scoring of Canola Blackleg severity using machine learning image analysis

Authors: Hu, Q., Anderson, S. N., Gardner, S., Ernst, T. W., Koscielny, C. B., Bahia, N. S., Johnson, C. G., Jarvis, A. C., Hynek, J., Coles, N., Falak, I., Charne, D. R., Ruidiaz, M. E., Linares, J. N., Mazis, A., Stanton, D. J.

Date: 2025-07-22 · Version: 1

DOI: 10.1101/2025.07.17.665372

Model Organism: Multi-species

blackleg disease canola (Brassica spp.)deep learning image-based phenotyping disease severity scoring

RegenPGC View: Semantic Segmentation of Perennial Groundcover Cropping Systems to Restore American Croplands

Authors: Meyering, B., Schlautman, B.

Date: 2025-07-06 · Version: 1

DOI: 10.1101/2025.07.03.663038

Model Organism: General

perennial groundcovers cover cropping deep learning convolutional neural network image‑based phenotyping

Associations of genetic and spectral diversity in European beech

Authors: Czyz, E. A., Schmid, B., Eppinga, M. B., de La Harpe, M., Moradi, A., Li, C., Coq--Etchegaray, D., Schaepman, M. E., Schuman, M. C.

Date: 2025-06-24 · Version: 3

DOI: 10.1101/2023.08.16.553487

Model Organism: Fagus sylvatica

Fagus sylvatica genetic diversity spectral phenotyping leaf reflectance SNP association

Ethylene Receptor Gain- and Loss-of-function Mutants Reveal an ETR1-dependent Transcriptional Network in Roots

Authors: White, M. G., Harkey, A., Muhlemann, J. K., Olex, A. L., Pfeffer, N. J., Houben, M., Binder, B., Muday, G. K.

Date: 2025-06-22 · Version: 3

DOI: 10.1101/2024.06.26.600793

Model Organism: Arabidopsis thaliana

ethylene signaling ETR1 root development gene regulatory network Arabidopsis

Contrasting patterns of local adaptation and climate resilience across forest management regimes in Norway spruce (Picea abies): implications for reforestation practices under climate change

Authors: Eklöf, H., Bernhardsson, C., Ingvarsson, P. K.

Date: 2025-06-17 · Version: 1

DOI: 10.1101/2025.06.11.659044

Model Organism: Picea abies

genetic diversity local adaptation Picea abies forest management climate change

Unraveling the cis-regulatory code controlling abscisic acid-dependent gene expression in Arabidopsis using deep learning

Authors: Opdebeeck, H., Smet, D., Thierens, S., Minne, M., De Beukelaer, H., Zuallaert, J., Van Bel, M., Van Montagu, M., Degroeve, S., De Rybel, B., Vandepoele, K.

Date: 2025-06-06 · Version: 1

DOI: 10.1101/2025.06.03.657584

Model Organism: Arabidopsis thaliana

Abscisic acid Arabidopsis thaliana deep learning promoter motifs ABF binding sites

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