Module 8: Disease Severity Assessment and Mapping

by NSTC NSTC

July 4, 2026

About Module 8: Disease Severity Assessment and Mapping

Module Content

Module 8: Disease Severity Assessment and Mapping

9 Lessons

Chapter 8.1: Disease Severity Estimation

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Lesson 1:  Lesson 8.1.1: Classification versus severity prediction

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Lesson 2:  Lesson 8.1.2: Estimating disease intensity from hyperspectral features

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Lesson 3:  Lesson 8.1.3: Building severity scoring workflows

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Chapter 8.2: Disease Probability and Risk Mapping

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Lesson 1:  Lesson 8.2.1: Converting model predictions into disease probability maps

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Lesson 2:  Lesson 8.2.2: Visualizing disease spread patterns

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Lesson 3:  Lesson 8.2.3: Generating field-level disease-risk outputs

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Chapter 8.3: UAV and Field-Scale Monitoring

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Lesson 1:  Lesson 8.3.1: UAV-based hyperspectral imaging for crop monitoring

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Lesson 2:  Lesson 8.3.2: Scaling from leaf-level to field-level disease detection

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Lesson 3:  Lesson 8.3.3: Linking disease maps with precision agriculture decisions

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