Kristin Barnett

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Active since

2022

Affiliations

National Center for Agricultural Utilization Research(Current)

Agricultural Research Service

Illinois Department of Agriculture

Southern Regional Research Center

Kristin Barnett is an author at National Center for Agricultural Utilization Research specializing in crop protection, environmental monitoring, and public health.

ORCID

Top concepts

EngineeringData ScienceBiostatisticsPublic HealthCrop ProtectionMachine LearningAgricultural EconomicsEnvironmental MonitoringLand UseMycotoxins

Publications per year

2022–2023

Publications

Gradient boosting and bayesian network machine learning models predict aflatoxin and fumonisin contamination of maize in Illinois – First USA case study

Lina Castano‐Duque, Martha Vaughan, James Lindsay et al. · Frontiers in Microbiology · 2022 · 23 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +22

Dynamic geospatial modeling of mycotoxin contamination of corn in Illinois: unveiling critical factors and predictive insights with machine learning

Lina Castano‐Duque, Joshua Blackstock, Cheng Liu et al. · Frontiers in Microbiology · 2023 · 20 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +16

Measurement of Fumonisins in Maize Using a Portable Mass Spectrometer

Chris M. Maragos, Kristin Barnett, Luke Morgan et al. · Toxins · 2022 · 10 citations · Full text

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