Soil microbiota directly controls nutrient levels and soil health, and thus plant productivity. Addition of biostimulators such as fertilizers alters microbial distribution. To determine the perfect volume of biostimulator as well as ideal frequency of application, we construct various models allowing for precise regulation of soil microbiota and health.
Team:NCTU Formosa/Model
Overview
Microbiota Prediction
Predict how biostimulators effect bacterial distribution using Weka machine learning.
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Peptide Prediction
Scoring Card Method predicts new antimicrobial peptides as new bio-stimulators.
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Growth Model
Relate soil factors and bacteriocins affect B. subtilis growth through Simulink.
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Productivity Model
Model the relationship between cumulative fertilizer use and final productivity.
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NGS Data Analysis
Analyze the microbiota and ensure soil health with next generation sequencing.
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