Genetic Control and Geo-Climate Adaptation of Pod Dehiscence Provide Novel Insights into Soybean Domestication

por Zhang, Jiaoping, Singh, Asheesh K.
Publicado 2019

PATRIOT: A Pipeline for Tracing Identity-by-Descent for Chromosome Segments to Improve Genomic Prediction in Self-Pollinating Crop Species

por Shook, Johnathon M., Lourenco, Daniela, Singh, Asheesh K.
Publicado 2021

Using machine learning enabled phenotyping to characterize nodulation in three early vegetative stages in soybean

por Carley, Clayton N., Zubrod, Melinda J., Dutta, Somak, Singh, Asheesh K.
Publicado 2022

Development of Optimized Phenomic Predictors for Efficient Plant Breeding Decisions Using Phenomic-Assisted Selection in Soybean

por Parmley, Kyle, Nagasubramanian, Koushik, Sarkar, Soumik, Ganapathysubramanian, Baskar, Singh, Asheesh K.
Publicado 2019

An explainable deep machine vision framework for plant stress phenotyping

por Ghosal, Sambuddha, Blystone, David, Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Publicado 2018

Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean stems

por Nagasubramanian, Koushik, Jones, Sarah, Sarkar, Soumik, Singh, Asheesh K., Singh, Arti, Ganapathysubramanian, Baskar
Publicado 2018

Multi-objective optimized genomic breeding strategies for sustainable food improvement

por Akdemir, Deniz, Beavis, William, Fritsche-Neto, Roberto, Singh, Asheesh K., Isidro-Sánchez, Julio
Publicado 2018

Plant disease identification using explainable 3D deep learning on hyperspectral images

por Nagasubramanian, Koushik, Jones, Sarah, Singh, Asheesh K., Sarkar, Soumik, Singh, Arti, Ganapathysubramanian, Baskar
Publicado 2019

Machine Learning Approach for Prescriptive Plant Breeding

por Parmley, Kyle A., Higgins, Race H., Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K.
Publicado 2019

Crop yield prediction integrating genotype and weather variables using deep learning

por Shook, Johnathon, Gangopadhyay, Tryambak, Wu, Linjiang, Ganapathysubramanian, Baskar, Sarkar, Soumik, Singh, Asheesh K.
Publicado 2021

A deep learning framework to discern and count microscopic nematode eggs

por Akintayo, Adedotun, Tylka, Gregory L., Singh, Asheesh K., Ganapathysubramanian, Baskar, Singh, Arti, Sarkar, Soumik
Publicado 2018

Using Machine Learning to Develop a Fully Automated Soybean Nodule Acquisition Pipeline (SNAP)

por Jubery, Talukder Zaki, Carley, Clayton N., Singh, Arti, Sarkar, Soumik, Ganapathysubramanian, Baskar, Singh, Asheesh K.
Publicado 2021

Models to estimate genetic gain of soybean seed yield from annual multi-environment field trials

por Krause, Matheus D., Piepho, Hans-Peter, Dias, Kaio O. G., Singh, Asheesh K., Beavis, William D.
Publicado 2023

Meta-GWAS for quantitative trait loci identification in soybean

por Shook, Johnathon M, Zhang, Jiaoping, Jones, Sarah E, Singh, Arti, Diers, Brian W, Singh, Asheesh K
Publicado 2021

Glycerol-3-phosphate mediates rhizobia-induced systemic signaling in soybean

por Shine, M. B., Gao, Qing-ming, Chowda-Reddy, R. V., Singh, Asheesh K., Kachroo, Pradeep, Kachroo, Aardra
Publicado 2019

Comparing Early Transcriptomic Responses of 18 Soybean (Glycine max) Genotypes to Iron Stress

por Kohlhase, Daniel R., McCabe, Chantal E., Singh, Asheesh K., O’Rourke, Jamie A., Graham, Michelle A.
Publicado 2021

Soybean Root System Architecture Trait Study through Genotypic, Phenotypic, and Shape-Based Clusters

por Falk, Kevin G., Jubery, Talukder Zaki, O'Rourke, Jamie A., Singh, Arti, Sarkar, Soumik, Ganapathysubramanian, Baskar, Singh, Asheesh K.
Publicado 2020

UAS-Based Plant Phenotyping for Research and Breeding Applications

por Guo, Wei, Carroll, Matthew E., Singh, Arti, Swetnam, Tyson L., Merchant, Nirav, Sarkar, Soumik, Singh, Asheesh K., Ganapathysubramanian, Baskar
Publicado 2021

Deep learning-based phenotyping for genome wide association studies of sudden death syndrome in soybean

por Rairdin, Ashlyn, Fotouhi, Fateme, Zhang, Jiaoping, Mueller, Daren S., Ganapathysubramanian, Baskar, Singh, Asheesh K., Dutta, Somak, Sarkar, Soumik, Singh, Arti
Publicado 2022

“Canopy fingerprints” for characterizing three-dimensional point cloud data of soybean canopies

por Young, Therin J., Jubery, Talukder Z., Carley, Clayton N., Carroll, Matthew, Sarkar, Soumik, Singh, Asheesh K., Singh, Arti, Ganapathysubramanian, Baskar
Publicado 2023