Johnathon Shook

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Asheesh K. SinghProfessor, Iowa State University; Co-Director, Iowa Soybean Research CenterVerified email at iastate.edu
Soumik SarkarDirector, Translational AI Center, Professor, Iowa State UniversityVerified email at iastate.edu
Baskar GanapathysubramanianNSF/USDA AI Institute, Iowa State UniversityVerified email at iastate.edu
Arti SinghIowa State UniversityVerified email at iastate.edu
Tryambak GangopadhyayApplied Scientist II, Machine Learning at Amazon AWSVerified email at amazon.com
Jiaoping ZhangNanjing Agricultural UniversityVerified email at njau.edu.cn
Talukder Zaki JuberyAssistant Scientist, Iowa State UniversityVerified email at iastate.edu
Sambuddha GhosalResearch Data Scientist @ Bayer R&D, MITVerified email at mit.edu
Tianshuang GaoPh.D Student of Computer Science, Iowa State UniversityVerified email at iastate.edu
Matthew Eden CarrollIowa Soybean Association, Iowa State UniversityVerified email at iasoybeans.com
Sarah E JonesGraduate Student, Iowa State UniversityVerified email at iastate.edu
Marcus Naik Hsiang SingIowa State UniversityVerified email at iastate.edu
Race HigginsGraduate Student, Iowa State UniversityVerified email at iastate.edu
Brian DiersUniversity of IllinoisVerified email at illinois.edu
Kevin ChiteriIowa State UniversityVerified email at iastate.edu
Seyed Vahid MirnezamiIowa State UniversityVerified email at iastate.edu
Daniela A. L. LourencoAssociate Professor , University of GeorgiaVerified email at uga.edu

Johnathon Shook

Corteva

Verified email at corteva.com

Plant breeding genetics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Crop yield prediction integrating genotype and weather variables using deep learning J Shook, T Gangopadhyay, L Wu, B Ganapathysubramanian, S Sarkar, ... Plos one 16 (6), e0252402, 2021	120	2021
Deep multiview image fusion for soybean yield estimation in breeding applications LG Riera, ME Carroll, Z Zhang, JM Shook, S Ghosal, T Gao, A Singh, ... Plant Phenomics, 2021	38	2021
Meta-GWAS for quantitative trait loci identification in soybean JM Shook, J Zhang, SE Jones, A Singh, BW Diers, AK Singh G3 11 (7), jkab117, 2021	32	2021
High-throughput phenotyping in soybean AK Singh, A Singh, S Sarkar, B Ganapathysubramanian, W Schapaugh, ... High-throughput crop phenotyping, 129-163, 2021	20	2021
Deploying Fourier coefficients to unravel soybean canopy diversity TZ Jubery, J Shook, K Parmley, J Zhang, HS Naik, R Higgins, S Sarkar, ... Frontiers in plant science 7, 2066, 2017	18	2017
Integrating genotype and weather variables for soybean yield prediction using deep learning J Shook, L Wu, T Gangopadhyay, B Ganapathysubramanian, S Sarkar, ... bioRxiv, 331561, 2018	12	2018
Deep time series attention models for crop yield prediction and insights T Gangopadhyay, J Shook, AK Singh, S Sarkar NeurIPS Workshop on Machine Learning and the Physical Sciences, 2019	9	2019
Integrating genotype and weather variables for soybean yield prediction using deep learning. bioRxiv JM Shook, L Wu, T Gangopadhyay, B Ganapathysubramanian, S Sarkar, ...	6	2018
PATRIOT: A pipeline for tracing identity-by-descent for chromosome segments to improve genomic prediction in self-pollinating crop species JM Shook, D Lourenco, AK Singh Frontiers in plant science 12, 676269, 2021	4	2021
Interpreting the impact of weather on crop yield using attention T Gangopadhyay, J Shook, AK Singh, S Sarkar NeurIPS Workshop on AI for Earth Sciences, NeurIPS, 2020	3	2020
Predicting Soybean Seed Composition Using Field Trials Data Spanning over 21 US States during 20 Years M Chiozza, J Shook, AK Singh, F Miguez ASA, CSSA, SSSA International Annual Meeting, 2023		2023
Research Article Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications LG Riera, ME Carroll, Z Zhang, JM Shook, S Ghosal, T Gao, A Singh, ...		2021
Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications A Singh, M Carroll, Z Zhang, J Shook, S Ghosal, T Gao, ...		2021
Predictive Analysis of Soybean (Glycine max) Phenotypes J Shook Iowa State University, 2021		2021
Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning A Singh, J Shook, T Gangopadhyay, L Wu, B Ganapathysubramanian, ...		2020
Integrating genotype and weather variables for soybean yield prediction using deep learning A Singh, L Wu, T Gangopadhyay, B Ganapathysubramanian		2018
Deploying Fourier Coefficients to Unravel Soybean Canopy Diversity A Singh, T Jubery, J Shook, K Parmley, J Zhang, H Naik, ...		2017

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