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...Guidelines to estimate forest inventory parameters from lidar and field plot data companion document the advanced applications modeling class authors contributors denise laes steven e reutebuch robert j mcgaughey brent mitchell june table of contents overview background collecting preparing national scale existing analysis fia plots local common stand exams timber cruises dedicated sampling for derived estimation processing forestry corresponding variables generate metrics landscape conclusion developing statistical models linear regression generalized workflow in r summary model estimated at estimating attributes level applying arcgis basic quality check deriving second generation attribute layers references this is intended accompany training however it can also serve as a alone reference or refresher experienced users involves four major steps including i identifying testing relationships between modeled across there are main sections above discrete continues prove itself useful man...