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Investigating the Drivers of Western Monarch Decline Using Partial Least Squares Regression

Author(s): Jackie Luu

Virginia Commonwealth University

139 total view(s), 186 download(s)

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Summary:
In this lesson, students will explore the drivers of the western monarch butterfly decline. Students will compare the effects of climate factors and land use factors on the western monarch butterfly population. Students will also be introduced to…

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In this lesson, students will explore the drivers of the western monarch butterfly decline. Students will compare the effects of climate factors and land use factors on the western monarch butterfly population. Students will also be introduced to partial least squares regression (PLSR), and then apply PLSR to address the monarch population decline question.

Licensed under CC Attribution-ShareAlike 4.0 International according to these terms

Version 1.0 - published on 08 May 2023 doi:10.25334/DS6Z-BM23 - cite this Last public release: 2.0

Keywords

  1. RStudio
  2. multivariate analysis
  3. Monarch butterflies
  4. Partial Least Squares Regression

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  2. Audience Level
  3. Activity Length
  4. Open Science and Education Practices Ontology
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