Search Results - "Thompson, Addie M"
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Genomic regions influencing the hyperspectral phenome of deoxynivalenol infected wheat
Published in Scientific reports (20-08-2024)“…The quantitative nature of fusarium head blight (FHB) resistance requires further exploration of the wheat genome to identify regions conferring resistance. In…”
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Topological data analysis reveals a core gene expression backbone that defines form and function across flowering plants
Published in PLoS biology (01-12-2023)“…Since they emerged approximately 125 million years ago, flowering plants have evolved to dominate the terrestrial landscape and survive in the most…”
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3
Current challenges and future of agricultural genomes to phenomes in the USA
Published in Genome Biology (03-01-2024)“…Dramatic improvements in measuring genetic variation across agriculturally relevant populations (genomics) must be matched by improvements in identifying and…”
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4
SNP-Based Genome-Wide Association Mapping of Pollen Viability Under Heat Stress in Tropical Zea mays L. Inbred Lines
Published in Frontiers in genetics (16-03-2022)“…Global environmental changes with more extreme episodes of heat waves are major threats to agricultural productivity. Heat stress in spring affects the…”
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Automation of leaf counting in maize and sorghum using deep learning
Published in Plant phenome journal (2021)“…Leaf number and leaf emergence rate are phenotypes of interest to plant breeders, plant geneticists, and crop modelers. Counting the extant leaves of an…”
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Germplasm Architecture Revealed through Chromosomal Effects for Quantitative Traits in Maize
Published in The plant genome (01-07-2016)“…Core Ideas Germplasm architecture reveals the distribution of favorable alleles in germplasm. Germplasm architecture for quantitative traits in maize is…”
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Advances in plant phenomics: From data and algorithms to biological insights
Published in Applications in plant sciences (01-08-2020)Get full text
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Diversity of maize shoot apical meristem architecture and its relationship to plant morphology
Published in G3 : genes - genomes - genetics (01-05-2015)“…The shoot apical meristem contains a pool of undifferentiated stem cells and controls initiation of all aerial plant organs. In maize (Zea mays), leaves are…”
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PyBrOpS: a Python package for breeding program simulation and optimization for multi-objective breeding
Published in G3 : genes - genomes - genetics (07-10-2024)“…Abstract Plant breeding is a complex endeavor that is almost always multi-objective in nature. In recent years, stochastic breeding simulations have been used…”
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Cross-species predictive modeling reveals conserved drought responses between maize and sorghum
Published in Proceedings of the National Academy of Sciences - PNAS (07-03-2023)“…Drought tolerance is a highly complex trait controlled by numerous interconnected pathways with substantial variation within and across plant species. This…”
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Population‐level gene expression can repeatedly link genes to functions in maize
Published in The Plant journal : for cell and molecular biology (01-07-2024)“…SUMMARY Transcriptome‐wide association studies (TWAS) can provide single gene resolution for candidate genes in plants, complementing genome‐wide association…”
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Genetic and Environmental Patterns Underlying Phenotypic Plasticity in Flowering Time and Plant Height in Sorghum
Published in Plant, cell and environment (16-10-2024)“…Phenotypic plasticity is the property of a genotype to produce different phenotypes under different environmental conditions. Understanding genetic and…”
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Association mapping across a multitude of traits collected in diverse environments in maize
Published in Gigascience (23-08-2022)“…Abstract Classical genetic studies have identified many cases of pleiotropy where mutations in individual genes alter many different phenotypes. Quantitative…”
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Genetic control of maize shoot apical meristem architecture
Published in G3 : genes - genomes - genetics (01-07-2014)“…The shoot apical meristem contains a pool of undifferentiated stem cells and generates all above-ground organs of the plant. During vegetative growth, cells…”
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Imitating the “breeder's eye”: Predicting grain yield from measurements of non‐yield traits
Published in Plant phenome journal (01-12-2024)“…Abstract Plant breeding relies on information gathered from field trials to select promising new crop varieties for release to farmers and to develop genomic…”
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Association mapping across a multitude of traits collected in diverse environments in maize
Published in Gigascience (01-01-2022)“…Abstract Classical genetic studies have identified many cases of pleiotropy where mutations in individual genes alter many different phenotypes. Quantitative…”
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Journal Article -
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Shoot Apical Meristem Architecture in Maize: Diversity, Genetic Control, and its Relationship to Adult Plant Morphology
Published 01-01-2014“…The maize shoot apical meristem (SAM) contains a pool of undifferentiated stem cells that produce all above-ground plant organs. Previous studies of the SAM…”
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Dissertation -
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Sorghum Biomass Prediction Using Uav-Based Remote Sensing Data and Crop Model Simulation
Published in IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium (01-07-2018)“…Accurate phenotyping with unmanned aerial vehicles is a remote sensing application that has received recent attention as plant breeders seek to automate the…”
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Conference Proceeding -
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Detecting and Counting Panicles in Sorghum Images
Published in 2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) (01-10-2018)“…Phenotyping, the process of measuring plant traits, plays a central role in plant breeding. However, traditional approaches are labor-intensive,…”
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Conference Proceeding -
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Multitask Learning using Task Clustering with Applications to Predictive Modeling and GWAS of Plant Varieties
Published 04-10-2017“…Inferring predictive maps between multiple input and multiple output variables or tasks has innumerable applications in data science. Multi-task learning…”
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Journal Article