SorghumBase - Publications

Linking genetic markers and crop model parameters using neural networks to enhance genomic prediction of integrative traits.

Larue F, Rouan L, Pot D, Rami JF, Luquet D, Beurier G

Published: 4 July 2024 in Frontiers in plant science

Keywords:

CGM-WGP

convolutional neural networks

crop growth model

genomic prediction

sorghum

Pubmed ID: 39139722

DOI: 10.3389/fpls.2024.1393965

Details

Crop modeling defines opportunities and challenges for drought escape, water capture, and yield increase using chilling-tolerant sorghum.

Raymundo R, Sexton-Bowser S, Ciampitti IA, Morris GP

Published: 18 September 2021 in Plant direct

Keywords:

agronomy

crop adaptation

crop growth model

Plant breeding

stress tolerance

Pubmed ID: 34532633

DOI: 10.1002/pld3.349

Details

Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breeding.

van Eeuwijk FA, Bustos-Korts D, Millet EJ, Boer MP, Kruijer W, Thompson A, Malosetti M, Iwata H, Quiroz R, Kuppe C, Muller O, Blazakis KN, Yu K, Tardieu F, Chapman SC

Published: 21 April 2019 in Plant science : an international journal of experimental plant biology

Keywords:

crop growth model

genomic prediction

Genotype-by-environment-interaction

Genotype-to-phenotype model

Mixed model

Multi-environment model

Multi-trait model

Phenotyping

Phenotyping platform

Physiology

Plant breeding

Prediction

reaction norm

Response surface

Statistical genetics

Pubmed ID: 29694435

DOI: 10.1016/j.plantsci.2018.06.018

Details

Publications

3 Papers

Keywords

Linking genetic markers and crop model parameters using neural networks to enhance genomic prediction of integrative traits.

Published: 4 July 2024 in Frontiers in plant science

Keywords: CGM-WGP convolutional neural networks crop growth model genomic prediction sorghum

Pubmed ID: 39139722

DOI: 10.3389/fpls.2024.1393965

Crop modeling defines opportunities and challenges for drought escape, water capture, and yield increase using chilling-tolerant sorghum.

Published: 18 September 2021 in Plant direct

Keywords: agronomy crop adaptation crop growth model Plant breeding stress tolerance

Pubmed ID: 34532633

DOI: 10.1002/pld3.349

Modelling strategies for assessing and increasing the effectiveness of new phenotyping techniques in plant breeding.

Published: 21 April 2019 in Plant science : an international journal of experimental plant biology

Keywords: crop growth model genomic prediction Genotype-by-environment-interaction Genotype-to-phenotype model Mixed model Multi-environment model Multi-trait model Phenotyping Phenotyping platform Physiology Plant breeding Prediction reaction norm Response surface Statistical genetics

Pubmed ID: 29694435

DOI: 10.1016/j.plantsci.2018.06.018

Keywords:

CGM-WGP

convolutional neural networks

crop growth model

genomic prediction

sorghum

Keywords:

agronomy

crop adaptation

crop growth model

Plant breeding

stress tolerance