8/2/2011




                                                                 Introduction



                                                                      Density is an important measure of wood quality
     A comparison of earlywood-latewood demarcation
      methods within an annual ring – A case study in                 Large variation in wood density has been observed in
                       loblolly pine                                   many tropical and temperate tree species

                                                                      Within-ring variation attributed to the formation of
               F. Antony , L.R. Schimleck & R.F. Daniels               earlywood (EW) and latewood (LW) within a ring
                        University of Georgia
                              Athens, GA
                                                                      Measure of within-ring variability in density can be used
                                                                       as an indicator of wood uniformity




Introduction                                                     Introduction


     Within-ring density is expressed as an average of EW and
      LW density                                                      The threshold method is frequently used to identify the
                                                                       transition from EW to LW in loblolly pine


     EW and LW density and their corresponding widths within
      a ring depends on the definition(s) used by researchers
         i d      d      h d fi i i ( )      db          h            How well it agrees with the other methods?



     Several methods have been used to identify the                  The objective of this study was to compare the three
      demarcation between EW and LW (e.g. Mork’s index,                different methods for EW-LW demarcation; Mork’s Index,
      threshold method and the maximum derivative method).             the threshold method and the inflection point method




                                                                                                                                         1
8/2/2011




Materials and Methods                                            Materials and Methods




                                                                   Basic Density (kg m )
                                                                 3
    20-radial strips (2 mm tangentially and 7 mm




                                                                                           800
     longitudinally) from breast height increment cores




                                                                                           200
                                                                                                       10           20     30          40                  50          60          70

                                                                                                                                 Distance from pith (mm)

    Radial strips were analyzed using        Silviscan®




                                                                   Radial Diame (m)
          Air-dry density (AD),




                                                                              eter

                                                                                           35
                                                                                            5
          Tracheid wall thickness (WT),




                                                                                           20
          Tracheid radial and tangential diameters (RD and TD)                                         10           20     30          40                  50          60          70

                                                                                                                                 Distance from pith (mm)
          All properties measured at a resolution of 0.05 mm
    WT= P/8 - ½ (P2/16 – C/d)½




                                                                   Wall Thickenss (m)
      • P (perimeter) = 2(RD + TD)




                                                                                           6
      • C (coarseness) = RD X TD X AD




                                                                                           4
                                                                                           2
      • d = 1500 kg/m3 for all softwoods                                                               10           20     30          40                  50          60          70

                                                                                                                                 Distance from pith (mm)




Materials and Methods                                            Materials and Methods


    According to Mork (1928) a tracheid is said to be a                                                                        Juvenile Wood Ring

     latewood tracheid if
                                                                 Morks index

                                                                                                 1.0




      • 2 X WT >= Lumen Diameter (LD)
                                                                                                 0.4




      • 2 X (2 X WT) >= LD
          • where LD = RD – 2 WT                                                                                   10            12                              14                     16

                                                                                                                                Distance from pith (mm)


    Following the second definition of Mork, we computed
                                                                                                                                Mature wood Ring
     Mork’s Index (MI)
                                                                 Morks index




                               2 x (2 x WT)
                                                                                                 3




                          MI =
                                    LD
                                                                                                 1




    Transition from EW to LW is defined as the point within a                                              69.5         70.0           70.5                    71.0        71.5             72.0
     ring where MI  1                                                                                                          Distance from pith (mm)




                                                                                                                                                                                                    2
8/2/2011




Materials and Methods                                                              Materials and Methods


    Basic density (BD) at each radial position using the AD
     data was computed as follows




                                                                                                                        800
                                                                                                                                              Ring 20                                                    Ring 21




                                                                                                                        700
                 BD = -22.0401 + 0.8902 AD




                                                                                                        nsity (kg m )
                                                                                                3



                                                                                                                        600
    BD value of 480 kg/m3 was used in the threshold method




                                                                                                Basic Den
     for defining the EW to LW transition




                                                                                                                        500
                                                                                                                                        3
                                                                                                                              480 kg m




                                                                                                                        400
    It approximately corresponds to the mean BD of the zone




                                                                                                                        300
     in which earlywood rapidly transitions to latewood in
     loblolly pine
                                                                                                                               106             107         108                           109                 110             111

                                                                                                                                                           Distance from pith (mm)




Materials and Methods                                                              Materials and Methods

    The derivative method was based on identifying the                                                                              Juvenile Wood Ring                                                Mature Wood Ring
     inflection point for the density profile of each individual ring
                                                                        Basic Density (kg m )




                                                                                                                                                                                 1000
                                                                        3



                                                                                                             700




                                                                                                                                                                                 600
                                                                                                             500




    A point on the curve is said to be the inflection point where
                                                                                                             300




     the second derivative of a function fitted to the curve will be
                                                                                                                                                                                 200




     equal to zero                                                                                                            10         12          14   16                                   69.5   70.0     70.5   71.0    71.5   72.0




    Smooth splines were fitted to individual ring density profiles
     (5df as smoothing parameter)
                                                                                                             100
                                                                         Derivative




                                                                                                                                                                    Derivative

                                                                                                                                                                                 0
                                                                                                             -100




    Point on the derivative plot at which the second derivative
                                                                                                                                                                                 -2000
                                                                                                             -300




     changed its sign from positive to negative was selected as the
     EW and LW demarcation point                                                                                              10         12          14   16                                   69.5   70.0     70.5   71.0    71.5   72.0




                                                                                                                                                                                                                                            3
8/2/2011




               Results and Discussion                                                                                                                          Results and Discussion


                                                                                                                                                                                                    (a)                                                        (b)
Difference (Threshold-Inflection)




                                                                                      Difference (Morks-Inflection)




                                                                                                                                                             Inflection (mm)




                                                                                                                                                                                                                          Inflection (mm)
                                                                                                                                                                               80




                                                                                                                                                                                                                                            80
                                    0.5




                                                                                                                      1.0
                                    -0.5 0.0




                                                                                                                                                                               40




                                                                                                                                                                                                                                            40
                                                                                                                      0.0




                                                                                                                                                                               0




                                                                                                                                                                                                                                            0
                                                     5            10             15                                         5            10             15                           0   20    40         60   80   100                          0   20   40         60   80   100
D




                                                         Ring Number from pith                                                  Ring Number from pith                                         Threshold (mm)                                              Morks (mm)



                                                                                                                                                                                                    (c)
Difference (Morks-Threshold)

                                    1.5




                                                                                                                                                             Threshold (mm)

                                                                                                                                                                               80
                                    0.5




                                                                                                                                                                               40
                                    -0.5




                                                                                                                                                                               0
                                                     5            10             15                                                                                                  0   20    40         60   80   100

                                                         Ring Number from pith                                                                                                                 Morks (mm)




               Results and Discussion                                                                                                                          Results and Discussion



                                                MI consistently overestimated the amount of EW in an                                                                                MI (based on Silviscan®data) is a biased measure for
                                                 annual ring compared to the threshold and inflection point                                                                           defining the EW-LW transition
                                                 methods
                                                                                                                                                                                     Even though loblolly pine has an abrupt transition from
                                                The threshold method tends to be positively biased in                                                                                EW to LW within an annual ring, it might take more time
                                                                                                                                                                                                                    ring
                                                 juvenile wood rings, i.e. it overestimates EW, compared to                                                                           for tracheids to reach the defined threshold (2 X 2 X WT)
                                                 the inflection point method
                                                                                                                                                                                     We plan to analyze several of the samples examined in this
                                                Despite the differences observed among the methods it is                                                                             study using conventional microscopy to determine if MI
                                                 clear that all three methods show close agreement with                                                                               continues to overestimate the amount of EW
                                                 each other




                                                                                                                                                                                                                                                                                     4
8/2/2011




Is a density of 480 kg/m3 a good threshold for EW-LW
             demarcation in loblolly p ?
                                   y pine




                                                             5
8/2/2011




                                                                                    Introduction




      Identification of representative sampling heights for
       specific gravity and moisture content in plantation
                        grown loblolly pine


                  F. Antony , L.R. Schimleck & R.F. Daniels
                           University of Georgia
                                 Athens, GA

                                                                                    Loblolly pine is the most important plantation species in the southern US
                                                                                             occupying more than half of the standing pine volume




Introduction                                                                        Introduction



                                                                                          Quality of wood - Physical, mechanical and anatomical
                                                                                           properties

                                                                                          Estimates of wood properties - important for tree
                                                                                           improvement programs and for the appropriate
                                                                                           management of stands

                                                                                          Nondestructive estimation - collection of an increment core
                                                                                           from a height that best represents whole tree wood
                                                                                           properties
Loblolly pine is used as a principal source of raw material in the pulp and paper
   industry and for the production of lumber and composite wood products




                                                                                                                                                                1
8/2/2011




Introduction                                                                Introduction



     Conventionally, for loblolly pine increment cores collected                Raymond and Muneri (2001)
      at breast height (1.4 m) have been used                                       •   Must be accessible from the ground
                                                                                    •   At a fixed height
     How well does a breast height core represent whole-tree                       •   Adequately represents whole tree wood property values
      p p
      properties?                                                                   •   Does not change from site-to-site
       • Specific gravity - Breast height SG as explanatory variable
           • Wahlgren and Fassanacht (1959) - 53%
                                                                                 Objectives
           • Gilmore et al. (1961) - 50%
                                                                                    • To examine the efficacy of breast height increment cores to
       • Moisture content
                                                                                      represent whole tree SG and MC
           • Clark and Daniels (2000) - disks sampled from heights of 1.5
             and 4.6 m (86%)                                                        • Identify the most representative sampling height for whole
                                                                                      tree SG and MC




Material and Methods                                                        Material and Methods


                                                                              Three trees from each stand

                                                                              Cross sectional disks 3.8cm
                                                                              thick were collected from 0.15,
                                                                              1.4m and then at 1.5m intervals
                                                                              along the stem
                                                                                  g

                                                                              Disk SG was measured using
                                                                              green volume and oven-dry
                                                                              weight

     135 stands from six physiographic regions; 20-25 years old;              Disk MC was measured using
     planted at 1250 trees per ha and thinned to 625 trees per ha;            green and oven dry weight
                no fertilization and competition control




                                                                                                                                                          2
8/2/2011




Material and Methods                                                       Material and Methods




Material and Methods                                                       Material and Methods



    Whole-tree volume weighted SG and MC was computed                         Whole tree volume weighted SG and MC = weighted
     using the inside bark diameter, SG and MC measured from                    average SG and MC values for the disks that were sampled
     each disk                                                                   • the weight used was a ratio between the volume of each
                                                                                   segment and the total volume of the tree
    Volume
                                                           A  Au  
      • Each bolt segment - frustum of a paraboloid   V  l          L       Correlation between the observed disk SG and MC value
                                                              2      
                                        
      • Bottom segment – cylinder V  d 40000 L2                             of each sampling height with the whole tree average SG
      • Top segment - cone V  3  d 40000 L 
                                1  2                                            and MC was used to identify the best sampling height
                                               
                                               



    Total volume of the whole tree = sum of volume of each                    A linear regression model was proposed to predict whole
     section                                                                    tree SG and MC values from different sampling heights




                                                                                                                                                  3
8/2/2011




Results                                                                     Results


                                                                                High correlations exist between disk    Sampled      Specific
    A nonlinear decreasing trend was observed with height for                   and whole tree SG at several heights    Height (m)   Gravity

     SG, an increasing trend with height was observed for MC                     between 1.4 and 7.6 m                       0.3         0.88
                                                                                                                             1.4         0.91
                                                                                                                             3.0         0.92
                                                                                The strength of the correlations
                                                                                                                             4.6         0.93
                                                                                 quickly decreased at heights greater
    SG of trees from the south Atlantic and Gulf Coastal                        than 7.6 m
                                                                                  h 76
                                                                                                                             6.1         0.92
                                                                                                                             7.6         0.90
     Plain’s were higher than the SG of trees from other regions
                                                                                                                             9.1         0.87
                                                                                Across all regions, samples                10.7         0.82
                                                                                 collected at 4.6 m best represent          12.2         0.81
                                                                                 whole tree SG
    MC was significantly higher for trees from the north                                                                   13.7         0.76
                                                                                                                            15.2         0.70
     Atlantic Coastal Plain compared to other regions
                                                                                                                            16.8         0.66
                                                                                                                            18.3         0.69
                                                                                                                            19.8         0.73




Results                                                                     Results

                                 Specific gravity
                                                                                High correlations were observed for    Sampled       Moisture
                    south      north                                                                                    Height (m)    Content
                   Atlantic   Atlantic
                                         Upper             Gulf    Hilly         heights ranging from 4.6 to 9.1 m
          Height                         Coastal Piedmont Coastal Coastal                                                  0.3           0.80
                   Coastal    Coastal
                                          Plain            Plain   Plain                                                   1.4           0.82
                    Plain      Plain
                                                                                For heights greater than 9.1 m,           3.0           0.88
           0.3      0.88       0.87       0.88     0.87     0.80    0.80         correlations between disk and whole       4.6           0.92
           1.4      0.91       0.92       0.91     0.92     0.84    0.84         tree MC fell rapidly
           3.0
           30       0.92
                    0 92       0.92
                               0 92       0.88
                                          0 88     0.93
                                                   0 93     0.87
                                                            0 87    0.86
                                                                    0 86                                                   6.1           0.93
           4.6      0.94       0.95       0.86     0.96     0.93    0.83                                                   7.6           0.89
           6.1      0.95       0.92       0.80     0.94     0.94    0.84
           7.6      0.90       0.93       0.88     0.90     0.92    0.78
                                                                                Across all regions, samples               9.1           0.90
           9.1      0.84       0.92       0.81     0.82     0.88    0.82         collected at 6.1 m best represent         10.7          0.83
           10.7     0.80       0.62       0.68     0.83     0.82    0.80         whole tree MC                             12.2          0.79
           12.2     0.80       0.83       0.58     0.78     0.83    0.74
                                                                                                                           13.7          0.75
           13.7     0.71       0.83       0.60     0.70     0.78    0.70
           15.2     0.64       0.83       0.55     0.65     0.72    0.66                                                   15.2          0.67
           16.8     0.62       0.85       0.55     0.68     0.65    0.61                                                   16.8          0.68
           18.3     0.67       0.86       0.69     0.70     0.60    0.72
           19.8     0.72       0.85       0.45     0.41     0.72    0.84                                                   18.3          0.61
                                                                                                                           19.8          0.65




                                                                                                                                                       4
8/2/2011




Results                                                                         Discussion

                               Moisture Content
                                                                                    High correlations were observed between disk SG and MC
                  south      north
                 Atlantic   Atlantic
                                       Upper                 Gulf      Hilly         with volume weighted whole tree SG and MC for many of
                                       Coastal   Piedmont   Coastal   Coastal
                 Coastal    Coastal
                                        Plain                Plain     Plain
                                                                                     the sampled heights in the lower third of the tree
      Height      Plain      Plain
          0.3     0.83       0.78       0.68       0.76      0.85      0.81
          1.4     0.83       0.65       0.76       0.80      0.87      0.86           • SG - samples collected between 1.4-6.1 m
          3.0     0.86       0.86       0.75       0.90      0.89      0.89           • MC - samples collected between 4.6-6.1m
          4.6     0.90       0.94       0.80       0.91      0.94      0.90
          6.1     0.92       0.90       0.86       0.96      0.92      0.90
          7.6
          9.1
                  0.83
                  0.86
                             0.84
                             0.91
                                        0.88
                                        0.79
                                                   0.90
                                                   0.88
                                                             0.94
                                                             0.92
                                                                       0.85
                                                                       0.89
                                                                                    For SG, breast height cores represented whole tree SG very
          10.7    0.80       0.51       0.67       0.82      0.90      0.86          well with a marginal difference compared to the most
          12.2    0.78       0.73       0.48       0.76      0.84      0.83          representative height
          13.7    0.73       0.74       0.51       0.73      0.78      0.78
          15.2    0.64       0.56       0.60       0.68      0.66      0.67
          16.8
          18.3
                  0.63
                  0.71
                             0.78
                             0.77
                                        0.56
                                        0.59
                                                   0.72
                                                   0.76
                                                             0.73
                                                             0.47
                                                                       0.61
                                                                       0.47
                                                                                    A linear relationship was observed between whole disk SG
          19.8    0.74       0.93       0.42       0.38      0.76      0.74          and MC with volume weighted whole tree SG and MC
                                                                                     irrespective of region




Discussion                                                                      Discussion

                               Specific gravity                                                         Moisture Content




                                                                                                                                                        5
8/2/2011




Questions or Comments ?




                                6

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Session 16 ic2011 antony

  • 1. 8/2/2011 Introduction  Density is an important measure of wood quality A comparison of earlywood-latewood demarcation methods within an annual ring – A case study in  Large variation in wood density has been observed in loblolly pine many tropical and temperate tree species  Within-ring variation attributed to the formation of F. Antony , L.R. Schimleck & R.F. Daniels earlywood (EW) and latewood (LW) within a ring University of Georgia Athens, GA  Measure of within-ring variability in density can be used as an indicator of wood uniformity Introduction Introduction  Within-ring density is expressed as an average of EW and LW density  The threshold method is frequently used to identify the transition from EW to LW in loblolly pine  EW and LW density and their corresponding widths within a ring depends on the definition(s) used by researchers i d d h d fi i i ( ) db h  How well it agrees with the other methods?  Several methods have been used to identify the  The objective of this study was to compare the three demarcation between EW and LW (e.g. Mork’s index, different methods for EW-LW demarcation; Mork’s Index, threshold method and the maximum derivative method). the threshold method and the inflection point method 1
  • 2. 8/2/2011 Materials and Methods Materials and Methods Basic Density (kg m ) 3  20-radial strips (2 mm tangentially and 7 mm 800 longitudinally) from breast height increment cores 200 10 20 30 40 50 60 70 Distance from pith (mm)  Radial strips were analyzed using Silviscan® Radial Diame (m) Air-dry density (AD), eter 35 5 Tracheid wall thickness (WT), 20 Tracheid radial and tangential diameters (RD and TD) 10 20 30 40 50 60 70 Distance from pith (mm) All properties measured at a resolution of 0.05 mm  WT= P/8 - ½ (P2/16 – C/d)½ Wall Thickenss (m) • P (perimeter) = 2(RD + TD) 6 • C (coarseness) = RD X TD X AD 4 2 • d = 1500 kg/m3 for all softwoods 10 20 30 40 50 60 70 Distance from pith (mm) Materials and Methods Materials and Methods  According to Mork (1928) a tracheid is said to be a Juvenile Wood Ring latewood tracheid if Morks index 1.0 • 2 X WT >= Lumen Diameter (LD) 0.4 • 2 X (2 X WT) >= LD • where LD = RD – 2 WT 10 12 14 16 Distance from pith (mm)  Following the second definition of Mork, we computed Mature wood Ring Mork’s Index (MI) Morks index 2 x (2 x WT) 3 MI = LD 1  Transition from EW to LW is defined as the point within a 69.5 70.0 70.5 71.0 71.5 72.0 ring where MI  1 Distance from pith (mm) 2
  • 3. 8/2/2011 Materials and Methods Materials and Methods  Basic density (BD) at each radial position using the AD data was computed as follows 800 Ring 20 Ring 21 700 BD = -22.0401 + 0.8902 AD nsity (kg m ) 3 600  BD value of 480 kg/m3 was used in the threshold method Basic Den for defining the EW to LW transition 500 3 480 kg m 400  It approximately corresponds to the mean BD of the zone 300 in which earlywood rapidly transitions to latewood in loblolly pine 106 107 108 109 110 111 Distance from pith (mm) Materials and Methods Materials and Methods  The derivative method was based on identifying the Juvenile Wood Ring Mature Wood Ring inflection point for the density profile of each individual ring Basic Density (kg m ) 1000 3 700 600 500  A point on the curve is said to be the inflection point where 300 the second derivative of a function fitted to the curve will be 200 equal to zero 10 12 14 16 69.5 70.0 70.5 71.0 71.5 72.0  Smooth splines were fitted to individual ring density profiles (5df as smoothing parameter) 100 Derivative Derivative 0 -100  Point on the derivative plot at which the second derivative -2000 -300 changed its sign from positive to negative was selected as the EW and LW demarcation point 10 12 14 16 69.5 70.0 70.5 71.0 71.5 72.0 3
  • 4. 8/2/2011 Results and Discussion Results and Discussion (a) (b) Difference (Threshold-Inflection) Difference (Morks-Inflection) Inflection (mm) Inflection (mm) 80 80 0.5 1.0 -0.5 0.0 40 40 0.0 0 0 5 10 15 5 10 15 0 20 40 60 80 100 0 20 40 60 80 100 D Ring Number from pith Ring Number from pith Threshold (mm) Morks (mm) (c) Difference (Morks-Threshold) 1.5 Threshold (mm) 80 0.5 40 -0.5 0 5 10 15 0 20 40 60 80 100 Ring Number from pith Morks (mm) Results and Discussion Results and Discussion  MI consistently overestimated the amount of EW in an  MI (based on Silviscan®data) is a biased measure for annual ring compared to the threshold and inflection point defining the EW-LW transition methods  Even though loblolly pine has an abrupt transition from  The threshold method tends to be positively biased in EW to LW within an annual ring, it might take more time ring juvenile wood rings, i.e. it overestimates EW, compared to for tracheids to reach the defined threshold (2 X 2 X WT) the inflection point method  We plan to analyze several of the samples examined in this  Despite the differences observed among the methods it is study using conventional microscopy to determine if MI clear that all three methods show close agreement with continues to overestimate the amount of EW each other 4
  • 5. 8/2/2011 Is a density of 480 kg/m3 a good threshold for EW-LW demarcation in loblolly p ? y pine 5
  • 6. 8/2/2011 Introduction Identification of representative sampling heights for specific gravity and moisture content in plantation grown loblolly pine F. Antony , L.R. Schimleck & R.F. Daniels University of Georgia Athens, GA Loblolly pine is the most important plantation species in the southern US occupying more than half of the standing pine volume Introduction Introduction  Quality of wood - Physical, mechanical and anatomical properties  Estimates of wood properties - important for tree improvement programs and for the appropriate management of stands  Nondestructive estimation - collection of an increment core from a height that best represents whole tree wood properties Loblolly pine is used as a principal source of raw material in the pulp and paper industry and for the production of lumber and composite wood products 1
  • 7. 8/2/2011 Introduction Introduction  Conventionally, for loblolly pine increment cores collected  Raymond and Muneri (2001) at breast height (1.4 m) have been used • Must be accessible from the ground • At a fixed height  How well does a breast height core represent whole-tree • Adequately represents whole tree wood property values p p properties? • Does not change from site-to-site • Specific gravity - Breast height SG as explanatory variable • Wahlgren and Fassanacht (1959) - 53%  Objectives • Gilmore et al. (1961) - 50% • To examine the efficacy of breast height increment cores to • Moisture content represent whole tree SG and MC • Clark and Daniels (2000) - disks sampled from heights of 1.5 and 4.6 m (86%) • Identify the most representative sampling height for whole tree SG and MC Material and Methods Material and Methods Three trees from each stand Cross sectional disks 3.8cm thick were collected from 0.15, 1.4m and then at 1.5m intervals along the stem g Disk SG was measured using green volume and oven-dry weight 135 stands from six physiographic regions; 20-25 years old; Disk MC was measured using planted at 1250 trees per ha and thinned to 625 trees per ha; green and oven dry weight no fertilization and competition control 2
  • 8. 8/2/2011 Material and Methods Material and Methods Material and Methods Material and Methods  Whole-tree volume weighted SG and MC was computed  Whole tree volume weighted SG and MC = weighted using the inside bark diameter, SG and MC measured from average SG and MC values for the disks that were sampled each disk • the weight used was a ratio between the volume of each segment and the total volume of the tree  Volume   A  Au   • Each bolt segment - frustum of a paraboloid V  l L  Correlation between the observed disk SG and MC value  2    • Bottom segment – cylinder V  d 40000 L2 of each sampling height with the whole tree average SG • Top segment - cone V  3  d 40000 L  1 2 and MC was used to identify the best sampling height      Total volume of the whole tree = sum of volume of each  A linear regression model was proposed to predict whole section tree SG and MC values from different sampling heights 3
  • 9. 8/2/2011 Results Results  High correlations exist between disk Sampled Specific  A nonlinear decreasing trend was observed with height for and whole tree SG at several heights Height (m) Gravity SG, an increasing trend with height was observed for MC between 1.4 and 7.6 m 0.3 0.88 1.4 0.91 3.0 0.92  The strength of the correlations 4.6 0.93 quickly decreased at heights greater  SG of trees from the south Atlantic and Gulf Coastal than 7.6 m h 76 6.1 0.92 7.6 0.90 Plain’s were higher than the SG of trees from other regions 9.1 0.87  Across all regions, samples 10.7 0.82 collected at 4.6 m best represent 12.2 0.81 whole tree SG  MC was significantly higher for trees from the north 13.7 0.76 15.2 0.70 Atlantic Coastal Plain compared to other regions 16.8 0.66 18.3 0.69 19.8 0.73 Results Results Specific gravity  High correlations were observed for Sampled Moisture south north Height (m) Content Atlantic Atlantic Upper Gulf Hilly heights ranging from 4.6 to 9.1 m Height Coastal Piedmont Coastal Coastal 0.3 0.80 Coastal Coastal Plain Plain Plain 1.4 0.82 Plain Plain  For heights greater than 9.1 m, 3.0 0.88 0.3 0.88 0.87 0.88 0.87 0.80 0.80 correlations between disk and whole 4.6 0.92 1.4 0.91 0.92 0.91 0.92 0.84 0.84 tree MC fell rapidly 3.0 30 0.92 0 92 0.92 0 92 0.88 0 88 0.93 0 93 0.87 0 87 0.86 0 86 6.1 0.93 4.6 0.94 0.95 0.86 0.96 0.93 0.83 7.6 0.89 6.1 0.95 0.92 0.80 0.94 0.94 0.84 7.6 0.90 0.93 0.88 0.90 0.92 0.78  Across all regions, samples 9.1 0.90 9.1 0.84 0.92 0.81 0.82 0.88 0.82 collected at 6.1 m best represent 10.7 0.83 10.7 0.80 0.62 0.68 0.83 0.82 0.80 whole tree MC 12.2 0.79 12.2 0.80 0.83 0.58 0.78 0.83 0.74 13.7 0.75 13.7 0.71 0.83 0.60 0.70 0.78 0.70 15.2 0.64 0.83 0.55 0.65 0.72 0.66 15.2 0.67 16.8 0.62 0.85 0.55 0.68 0.65 0.61 16.8 0.68 18.3 0.67 0.86 0.69 0.70 0.60 0.72 19.8 0.72 0.85 0.45 0.41 0.72 0.84 18.3 0.61 19.8 0.65 4
  • 10. 8/2/2011 Results Discussion Moisture Content  High correlations were observed between disk SG and MC south north Atlantic Atlantic Upper Gulf Hilly with volume weighted whole tree SG and MC for many of Coastal Piedmont Coastal Coastal Coastal Coastal Plain Plain Plain the sampled heights in the lower third of the tree Height Plain Plain 0.3 0.83 0.78 0.68 0.76 0.85 0.81 1.4 0.83 0.65 0.76 0.80 0.87 0.86 • SG - samples collected between 1.4-6.1 m 3.0 0.86 0.86 0.75 0.90 0.89 0.89 • MC - samples collected between 4.6-6.1m 4.6 0.90 0.94 0.80 0.91 0.94 0.90 6.1 0.92 0.90 0.86 0.96 0.92 0.90 7.6 9.1 0.83 0.86 0.84 0.91 0.88 0.79 0.90 0.88 0.94 0.92 0.85 0.89  For SG, breast height cores represented whole tree SG very 10.7 0.80 0.51 0.67 0.82 0.90 0.86 well with a marginal difference compared to the most 12.2 0.78 0.73 0.48 0.76 0.84 0.83 representative height 13.7 0.73 0.74 0.51 0.73 0.78 0.78 15.2 0.64 0.56 0.60 0.68 0.66 0.67 16.8 18.3 0.63 0.71 0.78 0.77 0.56 0.59 0.72 0.76 0.73 0.47 0.61 0.47  A linear relationship was observed between whole disk SG 19.8 0.74 0.93 0.42 0.38 0.76 0.74 and MC with volume weighted whole tree SG and MC irrespective of region Discussion Discussion Specific gravity Moisture Content 5