Block correlation analysis

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When you check the quality of a match between a dendro curve and a reference curve, you should check not only how the two curves match overall, but also how various short blocks (segments) of the two curves match each other. This type of checking is also named "Correlation by segment".

Blocks (segments) of the curve being tested are defined with a selectable length (e.g. 30) and with differing starting points, e.g. lagged by 10 years. I.e. starting at 0 (0-9), 10 (10-39), 20 (20-49), 30 (30-59) etc. This means that the blocks being tested may overlap.

In a CDendro "Block correlation analys" we also find out where these blocks match best and next best and next-next best towards the reference. The results are useful when the curve being tested is not already crossdated. Then the block check may reveal a missed or extra ring, see example below.

Here is the result of an attempt to crossdate a curve towards a reference. At first there is no reasonable match at all!

SN009A_of_D:\ake\tree\sn\SNMEAS.rwl using No detrend
compared to the reference 
Namdo_1 using No detrend  Dated to 1995
Minimum overlap used when finding best match: 50

Table sorted by Proportion of last two years growth (2,0,T) (P2Yrs)/TTest 

--Rel Over  *P2Yrs------  (year)
-year  lap   CorrC TTest
  191  123    0.31   3.6  (1804)
  313   99    0.32   3.4  (1682)
  255  123    0.27   3.1  (1740)
  331   81    0.32   3.0  (1664)
  -18  105    0.27   2.8  (2013)
   51  123    0.24   2.7  (1944)
   63  123    0.23   2.7  (1932)
  251  123    0.23   2.6  (1744)
  340   72    0.29   2.5  (1655)

SN009A_of_D:\ake\tree\sn\SNMEAS.rwl compared to the reference Namdo_1
Best matches for the whole sample:   191 3.63 (1804)    313 3.35 (1682)    255 3.08 (1740)  
This sample is not dated so the best match is used as "Aimed at" 
Block length: 30   Table sorted by Proportion of last two years growth (2,0,T) (P2Yrs)/TTest

Block  -----Aimed   -------Best    ------------Three best matches with {hitAt,Prop2Yrs,SetsSampleTo}---------
start  --------at   around that    ---1stBestMatch-------    ---2ndBestMatch-------    ---3rdBestMatch-------
    0    191 0.27     191 0.27       139 0.49  139 (1856)       61 0.46   61 (1934)       32 0.46   32 (1963)
   10    201 0.33     201 0.33        16 0.62    6 (1989)      287 0.44  277 (1718)        6 0.43   -4 (1999)
   20    211 0.39     211 0.39        26 0.72    6 (1989)      271 0.60  251 (1744)       93 0.51   73 (1922)
   30    221 0.23     220 0.29*       36 0.70    6 (1989)      281 0.59  251 (1744)      370 0.54  340 (1655)
   40    231 0.32     231 0.32        46 0.54    6 (1989)      371 0.52  331 (1664)      260 0.47  220 (1775)
   50    241-0.05     242 0.18*      381 0.55  331 (1664)       73 0.49   23 (1972)      186 0.48  136 (1859)
   60    251-0.06     252 0.20*      315 0.60  255 (1740)       83 0.48   23 (1972)      233 0.41  173 (1822)
   70    261-0.04     260 0.04*       75 0.70    5 (1990)      289 0.57  219 (1776)      325 0.49  255 (1740)
   80    271 0.44     271 0.44        85 0.72    5 (1990)      337 0.57  257 (1738)      162 0.56   82 (1913)
   90    281 0.63     281 0.63        95 0.78    5 (1990)      281 0.63  191 (1804)      145 0.61   55 (1940)

All SetsSampleTo alternatives sorted:
1655  1664  1664  1718  1738  1740  1740  1744  1744  1775  1776  1804  1822  1856  1859  1913  1922  
1934  1940  1963  1972  1972  1989  1989  1989  1989  1990  1990  1990  1999  

Do notice the year-group 1989-1990 alternative, which corresponds to a reasonable match for eight of our ten 30 years long blocks! The jump from 1989 to 1990 is because of a false ring that should be removed. After we have removed that ring from our measurements we get these results:

Minimum overlap used when finding best match: 50

Table sorted by Proportion of last two years growth (2,0,T) (P2Yrs)/TTest 

--Rel Over  *P2Yrs------  (year)
-year  lap   CorrC TTest
    6  123    0.60   8.3  (1989)
   32  123    0.37   4.4  (1963)
  258  123    0.28   3.2  (1737)
  142  123    0.26   2.9  (1853)
  331   82    0.31   2.9  (1664)
  -46   77    0.29   2.6  (2041)
  289  123    0.23   2.6  (1706)
  340   73    0.29   2.6  (1655)
  127  123    0.22   2.5  (1868)

There is a match at relative year 6  i.e. at  1989

SN009A_of_D:\ake\tree\sn\SNMEAS.rwl compared to the reference Namdo_2
Best matches for the whole sample:     6 8.32 (1989)     32 4.41 (1963)    258 3.16 (1737)  
This sample is not dated so the best match is used as "Aimed at" 
Block length: 30   Table sorted by Proportion of last two years growth (2,0,T) (P2Yrs)/TTest

Block  -----Aimed   -------Best    ------------Three best matches with {hitAt,Prop2Yrs,SetsSampleTo}---------
start  --------at   around that    ---1stBestMatch-------    ---2ndBestMatch-------    ---3rdBestMatch-------
    0      6 0.41       6 0.41       139 0.49  139 (1856)       61 0.46   61 (1934)       32 0.46   32 (1963)
   10     16 0.62      16 0.62        16 0.62    6 (1989)      287 0.44  277 (1718)        6 0.43   -4 (1999)
   20     26 0.72      26 0.72        26 0.72    6 (1989)      271 0.60  251 (1744)       93 0.51   73 (1922)
   30     36 0.70      36 0.70        36 0.70    6 (1989)      281 0.59  251 (1744)      370 0.54  340 (1655)
   40     46 0.54      46 0.54        46 0.54    6 (1989)      371 0.52  331 (1664)      260 0.47  220 (1775)
   50     56 0.40      56 0.40       330 0.55  280 (1715)      114 0.54   64 (1931)        5 0.52  -45 (2040)
   60     66 0.34      66 0.34       124 0.59   64 (1931)      122 0.46   62 (1933)      202 0.46  142 (1853)
   70     76 0.70      76 0.70        76 0.70    6 (1989)      328 0.53  258 (1737)      359 0.52  289 (1706)
   80     86 0.69      86 0.69        86 0.69    6 (1989)      126 0.60   46 (1949)       76 0.58   -4 (1999)
   90     96 0.79      96 0.79        96 0.79    6 (1989)      282 0.71  192 (1803)      146 0.53   56 (1939)

All SetsSampleTo alternatives sorted:
1655  1664  1706  1715  1718  1737  1744  1744  1775  1803  1853  1856  1922  1931  1931  1933  1934  
1939  1949  1963  1989  1989  1989  1989  1989  1989  1989  1999  1999  2040  

Block checking may also be useful when doing a quality analysis of e.g. an old published reference curve. When all blocks match properly towards another reference curve, then that old published curve may be correct. Though if the late end tail of the curve matches towards one time in the other reference, and the early end tail matches towards quite another time, then we may suspect that samples from different times were mixed together when that old published reference curve was originally created.