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Inventory Error ML Solutions

Machine learning solutions for dealing with error in NJ state forest inventory data.

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Crown Class Classification

Crown Class Classification Notebook

  • The goal:
    • Bring in the forest inventory data from the consultant and try to correct the errors in the crown class feature.

Pitch Pine/Short Leaf Classification

Pitch Pine/Short Leaf Classification Notebook

  • The goal:
    • Bring in the forest inventory data from the consultant and try to correct the errors in the species identification of Pitch Pine and/or Short Leaf. These two species are somewhat difficult to ID between each other and can easily get mixed up.

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Machine learning solutions for dealing with error in NJ state forest inventory data; Developed in partnership between the USDA Forest Service, FIA and the NJ Forest Service

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