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Copy file name to clipboardExpand all lines: README.Rmd
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The Forest Inventory and Analysis Program ([FIA](https://research.fs.usda.gov/programs/nfi)) of USDA Forest Service provide tree-level measurements from a systematic grid of field plots across all forest ownerships and land uses in the US.
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**FIAstemmap** is an R package for mapping tree stem locations on FIA plots, modeling individual crown dimensions, and generating plot-level estimates of fractional tree canopy cover. Several stand height metrics can be calculated. Spatial analysis of tree point pattern is facilitated for the standard FIA four-point cluster plot design. Efficient data processing supports national applications. The package provides an updated implementation of the software originally described by Toney et al. 2009 [[1]](#references). The original implementation for modeling plot canopy cover from individual tree measurements has supported several applications of FIA data, including:
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**FIAstemmap** is an R package for mapping tree stem locations on FIA plots, modeling individual crown dimensions, and generating plot-level estimates of fractional tree canopy cover. Several stand height metrics can also be calculated. Spatial analysis of tree point pattern is facilitated for the standard FIA four-point cluster plot design. Efficient data processing is intended to support national applications. The package provides an updated implementation of the software originally described by Toney et al. 2009 [[1]](#references). The original implementation for predicting canopy cover from individual tree measurements has supported several applications of FIA data, including:
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* vegetation type classification and tree canopy cover mapping in the LANDFIRE Program[[2, 3, 4, 5]](#references)
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*LANDFIRE vegetation classification and tree canopy cover mapping [[2, 3, 4, 5]](#references)
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* National Land Cover Database (NLCD) Tree Canopy Cover science and development [[6, 7]](#references)
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