Joyce Njuguna

University of Illinois Urbana-Champaign — United States

Agricultural and Biological Sciences · Life Sciences

16h-index772citations63works2.82yr avg
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Research Topics

Plant Virus Research Studies(29), Insect-Plant Interactions and Control(12), Bioenergy crop production and management(11), Animal Virus Infections Studies(10), Plant Parasitism and Resistance(10)

Publications63 total

Breaking the barrier of human-annotated training data for machine-learning-aided plant research using aerial imagery
2025· 1 citedOpen Access
Breaking the barrier of human-annotated training data for machine-learning-aided plant research using aerial imagery.
2025Open Access
Breaking the barrier of human-annotated training data for machine learning-aided plant research using aerial imagery
PLANT PHYSIOLOGY·2025· 3 citedOpen Access
Genetic Basis of Non‐Photochemical Quenching and Photosystem <scp>II</scp> Efficiency Responses to Chilling in the Biomass Crop <i>Miscanthus</i>
GCB Bioenergy·2024· 7 citedOpen Access
Next Generation Sequencing and Genetic Analyses Reveal Factors Driving Evolution of Sweetpotato Viruses in Uganda
Pathogens·2024· 3 citedOpen Access
Genotype by environment model predictive ability in <i>Miscanthus</i>
GCB Bioenergy·2023Open Access
Impact of genotype‐calling methodologies on genome‐wide association and genomic prediction in polyploids
The Plant Genome·2023· 5 citedOpen Access
Genome‐wide association and genomic prediction for yield and component traits of<i>Miscanthus sacchariflorus</i>
GCB Bioenergy·2023· 6 citedOpen Access
Biomass yield in a genetically diverse <i>Miscanthus sacchariflorus</i> germplasm panel phenotyped at five locations in Asia, North America, and Europe
GCB Bioenergy·2023· 10 citedOpen Access
Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in Miscanthus
Remote Sensing·2022· 8 citedOpen Access
Deep Convolutional Neural Networks Exploit High Spatial and Temporal Resolution Aerial Imagery to Determine Key Traits in Miscanthus
2022· 1 citedOpen Access
Deep convolutional neural networks exploit high spatial and temporal resolution aerial imagery to predict key traits in miscanthus.
2022· 1 cited
Incidence of <scp>RNA</scp> viruses infecting taro and tannia in East Africa and molecular characterisation of dasheen mosaic virus isolates
Annals of Applied Biology·2021· 9 citedOpen Access
Fungal endophytes taxa associated with Brachiaria spp.
Figshare·2021Open Access
Occurrence, genetic diversity, and recombination of maize lethal necrosis disease-causing viruses in Kenya
Virus Research·2020· 16 citedOpen Access
Metagenomic Analysis of Plant Viruses Associated With Papaya Ringspot Disease in Carica papaya L. in Kenya
Frontiers in Microbiology·2020· 32 citedOpen Access
Antigen gene and variable number tandem repeat ( <scp>VNTR</scp> ) diversity in <i>Theileria parva</i> parasites from Ankole cattle in south‐western Uganda: Evidence for conservation in antigen gene sequences combined with extensive polymorphism at <scp>VNTR</scp> loci
Transboundary and Emerging Diseases·2020· 5 citedOpen Access
Genomic analysis of Sweet potato feathery mottle virus from East Africa
Physiological and Molecular Plant Pathology·2020· 13 citedOpen Access
Fungal Endophytes from the Aerial Tissues of Important Tropical Forage Grasses Brachiaria spp. in Kenya
CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)·2020Open Access
RAD-seq genotypes for a Miscanthus sacchariflorus diversity panel
2020Open Access
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Frequent Co-authors

Appolinaire Djikeng(18), Francesca Stomeo(13), Erik J. Sacks(11), J. Musembi Mutuku(9), Francis O. Wamonje(9), John P. Carr(9), Jagger Harvey(9), George Michuki(8), Luke Braidwood(8), Sita R. Ghimire(6), Eunice Machuka(6), Xuying Zheng(6), Solomon Maina(5), Lindsay V. Clark(5), Pavel Chebukin(5), Elena Dzyubenko(5), Nicolay Dzyubenko(5), Xiaoli Jin(5), Hironori Nagano(5), Junhua Peng(5)