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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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* wildlife habitat analysis [[8, 9, 10]](#references)
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* mapping erosion risk [[11]](#references)

README.md

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**FIAstemmap** is an R package for mapping tree stem locations on FIA
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plots, modeling individual crown dimensions, and generating plot-level
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estimates of fractional tree canopy cover. Several stand height metrics
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can be calculated. Spatial analysis of tree point pattern is facilitated
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for the standard FIA four-point cluster plot design. Efficient data
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processing supports national applications. The package provides an
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updated implementation of the software originally described by Toney et
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al. 2009 [\[1\]](#references). The original implementation for modeling
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plot canopy cover from individual tree measurements has supported
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several applications of FIA data, including:
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- vegetation type classification and tree canopy cover mapping in the
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LANDFIRE Program [\[2, 3, 4, 5\]](#references)
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can also be calculated. Spatial analysis of tree point pattern is
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facilitated for the standard FIA four-point cluster plot design.
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Efficient data processing is intended to support national applications.
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The package provides an updated implementation of the software
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originally described by Toney et al. 2009 [\[1\]](#references). The
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original implementation for predicting canopy cover from individual tree
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measurements has supported several applications of FIA data, including:
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- LANDFIRE vegetation classification and tree canopy cover mapping [\[2,
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3, 4, 5\]](#references)
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- National Land Cover Database (NLCD) Tree Canopy Cover science and
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development [\[6, 7\]](#references)
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- wildlife habitat analysis [\[8, 9, 10\]](#references)

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