vegan: Interfaces for vegan package for data science pipelines.

Description Usage Arguments Details Value Author(s) Examples

Description

Interfaces to vegan functions that can be used in a pipeline implemented by magrittr.

Usage

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Arguments

data

data frame, tibble, list, ...

...

Other arguments passed to the corresponding interfaced function.

Details

Interfaces call their corresponding interfaced function.

Value

Object returned by interfaced function.

Author(s)

Roberto Bertolusso

Examples

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## Not run: 
library(intubate)
library(magrittr)
library(vegan)

## There is cheating going on on these examples,
## as the cases need two datasets, and only one
## is being piped... I may get back to this down the line.
## For now, please close an eye.

## ntbt_adipart: Additive Diversity Partitioning and Hierarchical Null Model Testing
data(mite)
data(mite.xy)
## Function to get equal area partitions of the mite data
cutter <- function (x, cut = seq(0, 10, by = 2.5)) {
    out <- rep(1, length(x))
    for (i in 2:(length(cut) - 1))
        out[which(x > cut[i] & x <= cut[(i + 1)])] <- i
    return(out)}
## The hierarchy of sample aggregation
levsm <- with(mite.xy, data.frame(
    l1=1:nrow(mite),
    l2=cutter(y, cut = seq(0, 10, by = 2.5)),
    l3=cutter(y, cut = seq(0, 10, by = 5)),
    l4=cutter(y, cut = seq(0, 10, by = 10))))

## Original function to interface
set.seed(1)
adipart(mite ~ ., levsm, index="richness", nsimul=19)

## The interface puts data as first parameter
set.seed(1)
ntbt_adipart(levsm, mite ~ ., index="richness", nsimul=19)

## so it can be used easily in a pipeline.
set.seed(1)
levsm %>%
  ntbt_adipart(mite ~ ., index="richness", nsimul=19)


## ntbt_adonis: Permutational Multivariate Analysis of Variance Using Distance Matrices
data(dune)
data(dune.env)

## Original function to interface
set.seed(1)
adonis(dune ~ Management*A1, data = dune.env)
adonis2(dune ~ Management*A1, data = dune.env)

## The interface puts data as first parameter
set.seed(1)
ntbt_adonis(dune.env, dune ~ Management*A1)
ntbt_adonis2(dune.env, dune ~ Management*A1)

## so it can be used easily in a pipeline.
set.seed(1)
dune.env %>%
  ntbt_adonis(dune ~ Management*A1)
dune.env %>%
  ntbt_adonis2(dune ~ Management*A1)


## ntbt_bioenv: Best Subset of Environmental Variables with
##              Maximum (Rank) Correlation with Community Dissimilarities
data(varespec)
data(varechem)

## Original function to interface
bioenv(wisconsin(varespec) ~ log(N) + P + K + Ca + pH + Al, varechem)

## The interface puts data as first parameter
ntbt_bioenv(varechem, wisconsin(varespec) ~ log(N) + P + K + Ca + pH + Al)

## so it can be used easily in a pipeline.
varechem %>%
  ntbt_bioenv(wisconsin(varespec) ~ log(N) + P + K + Ca + pH + Al)


## ntbt_capscale: [Partial] Distance-based Redundancy Analysis
## ntbt_dbrda:
## Original function to interface
capscale(varespec ~ N + P + K + Condition(Al), varechem,
         dist="bray")
dbrda(varespec ~ N + P + K + Condition(Al), varechem,
         dist="bray")

## The interface puts data as first parameter
ntbt_capscale(varechem, varespec ~ N + P + K + Condition(Al), 
              dist="bray")
ntbt_dbrda(varechem, varespec ~ N + P + K + Condition(Al), 
           dist="bray")

## so it can be used easily in a pipeline.
varechem %>%
  ntbt_capscale(varespec ~ N + P + K + Condition(Al), dist="bray")
varechem %>%
  ntbt_dbrda(varespec ~ N + P + K + Condition(Al), dist="bray")


## ntbt_cca: [Partial] [Constrained] Correspondence Analysis
##           and Redundancy Analysis

## Original function to interface
cca(varespec ~ Al + P*(K + Baresoil), data = varechem)

## The interface puts data as first parameter
ntbt_cca(varechem, varespec ~ Al + P*(K + Baresoil))

## so it can be used easily in a pipeline.
varechem %>%
  ntbt_cca(varespec ~ Al + P*(K + Baresoil))


## ntbt_gdispweight: Dispersion-based weighting of species counts
data(mite, mite.env)
## Original function to interface
gdispweight(mite ~ Shrub + WatrCont, data = mite.env)

## The interface puts data as first parameter
ntbt_gdispweight(mite.env, mite ~ Shrub + WatrCont)

## so it can be used easily in a pipeline.
mite.env %>%
  ntbt_gdispweight(mite ~ Shrub + WatrCont)


## ntbt_envfit: Fits an Environmental Vector or Factor onto an Ordination
ord <- cca(dune)

## Original function to interface
envfit(ord ~ Moisture + A1, dune.env, perm = 0)

## The interface puts data as first parameter
ntbt_envfit(dune.env, ord ~ Moisture + A1, perm = 0)

## so it can be used easily in a pipeline.
dune.env %>%
  ntbt_envfit(ord ~ Moisture + A1, perm = 0)

## ntbt_multipart: Multiplicative Diversity Partitioning
## Original function to interface
multipart(mite ~ ., levsm, index = "renyi", scales = 1, nsimul = 19)

## The interface puts data as first parameter
ntbt_multipart(levsm, mite ~ ., index = "renyi", scales = 1, nsimul = 19)

## so it can be used easily in a pipeline.
levsm %>%
  ntbt_multipart(mite ~ ., index = "renyi", scales = 1, nsimul = 19)


## ntbt_ordisurf: Fit and Plot Smooth Surfaces of Variables on Ordination.
vare.dist <- vegdist(varespec)
vare.mds <- monoMDS(vare.dist)

## Original function to interface
ordisurf(vare.mds ~ Baresoil, varechem, bubble = 5)

## The interface puts data as first parameter
ntbt_ordisurf(varechem, vare.mds ~ Baresoil, bubble = 5)

## so it can be used easily in a pipeline.
varechem %>%
  ntbt_ordisurf(vare.mds ~ Baresoil, bubble = 5)


## ntbt_ordixyplot: Trellis (Lattice) Plots for Ordination
## Original function to interface
ordicloud(ord, form = CA2 ~ CA3*CA1, groups = Manure, data = dune.env)
ordisplom(ord, data = dune.env, form = ~ . | Management, groups=Manure)
ordixyplot(ord, data=dune.env, form = CA1 ~ CA2 | Management, groups=Manure)

## The interface puts data as first parameter
ntbt_ordicloud(dune.env, ord, form = CA2 ~ CA3*CA1, groups = Manure)
ntbt_ordisplom(dune.env, ord, form = ~ . | Management, groups=Manure)
ntbt_ordixyplot(dune.env, ord, form = CA1 ~ CA2 | Management, groups=Manure)

## so it can be used easily in a pipeline.
dune.env %>%
  ntbt_ordicloud(ord, form = CA2 ~ CA3*CA1, groups = Manure)
dune.env %>%
  ntbt_ordisplom(ord, form = ~ . | Management, groups=Manure)
dune.env %>%
  ntbt_ordixyplot(ord, form = CA1 ~ CA2 | Management, groups=Manure)

## End(Not run)

Example output

Loading required package: permute
Loading required package: lattice
This is vegan 2.5-3
adipart object

Call: adipart(formula = mite ~ ., data = levsm, index = "richness",
nsimul = 19)

nullmodel method 'r2dtable' with 19 simulations
options:  index richness, weights unif
alternative hypothesis: statistic is less or greater than simulated values

        statistic      SES     mean     2.5%      50%  97.5% Pr(sim.)  
alpha.1    15.114 -38.4304 22.34436 22.03214 22.30000 22.608     0.05 *
alpha.2    29.750 -27.1142 34.82895 34.50000 34.75000 35.000     0.05 *
alpha.3    33.000   0.0000 35.00000 35.00000 35.00000 35.000     0.05 *
gamma      35.000   0.0000 35.00000 35.00000 35.00000 35.000     1.00  
beta.1     14.636   9.1184 12.48459 12.16286 12.45000 12.955     0.05 *
beta.2      3.250  16.4371  0.17105  0.00000  0.25000  0.500     0.05 *
beta.3      2.000   0.0000  0.00000  0.00000  0.00000  0.000     0.05 *
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
adipart object

Call: adipart(formula = mite ~ ., data = levsm, index = "richness",
nsimul = 19)

nullmodel method 'r2dtable' with 19 simulations
options:  index richness, weights unif
alternative hypothesis: statistic is less or greater than simulated values

        statistic      SES     mean     2.5%      50%  97.5% Pr(sim.)  
alpha.1    15.114 -38.4304 22.34436 22.03214 22.30000 22.608     0.05 *
alpha.2    29.750 -27.1142 34.82895 34.50000 34.75000 35.000     0.05 *
alpha.3    33.000   0.0000 35.00000 35.00000 35.00000 35.000     0.05 *
gamma      35.000   0.0000 35.00000 35.00000 35.00000 35.000     1.00  
beta.1     14.636   9.1184 12.48459 12.16286 12.45000 12.955     0.05 *
beta.2      3.250  16.4371  0.17105  0.00000  0.25000  0.500     0.05 *
beta.3      2.000   0.0000  0.00000  0.00000  0.00000  0.000     0.05 *
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
adipart object

Call: adipart(formula = mite ~ ., data = ., index = "richness", nsimul
= 19)

nullmodel method 'r2dtable' with 19 simulations
options:  index richness, weights unif
alternative hypothesis: statistic is less or greater than simulated values

        statistic      SES     mean     2.5%      50%  97.5% Pr(sim.)  
alpha.1    15.114 -38.4304 22.34436 22.03214 22.30000 22.608     0.05 *
alpha.2    29.750 -27.1142 34.82895 34.50000 34.75000 35.000     0.05 *
alpha.3    33.000   0.0000 35.00000 35.00000 35.00000 35.000     0.05 *
gamma      35.000   0.0000 35.00000 35.00000 35.00000 35.000     1.00  
beta.1     14.636   9.1184 12.48459 12.16286 12.45000 12.955     0.05 *
beta.2      3.250  16.4371  0.17105  0.00000  0.25000  0.500     0.05 *
beta.3      2.000   0.0000  0.00000  0.00000  0.00000  0.000     0.05 *
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Call:
adonis(formula = dune ~ Management * A1, data = dune.env) 

Permutation: free
Number of permutations: 999

Terms added sequentially (first to last)

              Df SumsOfSqs MeanSqs F.Model      R2 Pr(>F)   
Management     3    1.4686 0.48953  3.2629 0.34161  0.002 **
A1             1    0.4409 0.44089  2.9387 0.10256  0.022 * 
Management:A1  3    0.5892 0.19639  1.3090 0.13705  0.191   
Residuals     12    1.8004 0.15003         0.41878          
Total         19    4.2990                 1.00000          
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Permutation test for adonis under reduced model
Terms added sequentially (first to last)
Permutation: free
Number of permutations: 999

adonis2(formula = dune ~ Management * A1, data = dune.env)
              Df SumOfSqs      R2      F Pr(>F)   
Management     3   1.4686 0.34161 3.2629  0.003 **
A1             1   0.4409 0.10256 2.9387  0.015 * 
Management:A1  3   0.5892 0.13705 1.3090  0.200   
Residual      12   1.8004 0.41878                 
Total         19   4.2990 1.00000                 
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Call:
adonis(formula = dune ~ Management * A1) 

Permutation: free
Number of permutations: 999

Terms added sequentially (first to last)

              Df SumsOfSqs MeanSqs F.Model      R2 Pr(>F)   
Management     3    1.4686 0.48953  3.2629 0.34161  0.002 **
A1             1    0.4409 0.44089  2.9387 0.10256  0.022 * 
Management:A1  3    0.5892 0.19639  1.3090 0.13705  0.191   
Residuals     12    1.8004 0.15003         0.41878          
Total         19    4.2990                 1.00000          
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Permutation test for adonis under reduced model
Terms added sequentially (first to last)
Permutation: free
Number of permutations: 999

adonis2(formula = dune ~ Management * A1, data = dune.env)
              Df SumOfSqs      R2      F Pr(>F)   
Management     3   1.4686 0.34161 3.2629  0.003 **
A1             1   0.4409 0.10256 2.9387  0.015 * 
Management:A1  3   0.5892 0.13705 1.3090  0.200   
Residual      12   1.8004 0.41878                 
Total         19   4.2990 1.00000                 
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Call:
adonis(formula = dune ~ Management * A1) 

Permutation: free
Number of permutations: 999

Terms added sequentially (first to last)

              Df SumsOfSqs MeanSqs F.Model      R2 Pr(>F)   
Management     3    1.4686 0.48953  3.2629 0.34161  0.002 **
A1             1    0.4409 0.44089  2.9387 0.10256  0.022 * 
Management:A1  3    0.5892 0.19639  1.3090 0.13705  0.191   
Residuals     12    1.8004 0.15003         0.41878          
Total         19    4.2990                 1.00000          
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
Permutation test for adonis under reduced model
Terms added sequentially (first to last)
Permutation: free
Number of permutations: 999

adonis2(formula = dune ~ Management * A1, data = .)
              Df SumOfSqs      R2      F Pr(>F)   
Management     3   1.4686 0.34161 3.2629  0.003 **
A1             1   0.4409 0.10256 2.9387  0.015 * 
Management:A1  3   0.5892 0.13705 1.3090  0.200   
Residual      12   1.8004 0.41878                 
Total         19   4.2990 1.00000                 
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Call:
bioenv(formula = wisconsin(varespec) ~ log(N) + P + K + Ca +      pH + Al, data = varechem) 

Subset of environmental variables with best correlation to community data.

Correlations:    spearman 
Dissimilarities: bray 
Metric:          euclidean 

Best model has 3 parameters (max. 6 allowed):
P Ca Al
with correlation  0.4004806 


Call:
bioenv(formula = wisconsin(varespec) ~ log(N) + P + K + Ca +      pH + Al) 

Subset of environmental variables with best correlation to community data.

Correlations:    spearman 
Dissimilarities: bray 
Metric:          euclidean 

Best model has 3 parameters (max. 6 allowed):
P Ca Al
with correlation  0.4004806 


Call:
bioenv(formula = wisconsin(varespec) ~ log(N) + P + K + Ca +      pH + Al) 

Subset of environmental variables with best correlation to community data.

Correlations:    spearman 
Dissimilarities: bray 
Metric:          euclidean 

Best model has 3 parameters (max. 6 allowed):
P Ca Al
with correlation  0.4004806 

Call: capscale(formula = varespec ~ N + P + K + Condition(Al), data =
varechem, distance = "bray")

               Inertia Proportion Rank
Total          4.54444    1.00000     
Conditional    0.97719    0.21503    1
Constrained    0.99717    0.21943    3
Unconstrained  2.82904    0.62253   15
Imaginary     -0.25896   -0.05698    8
Inertia is squared Bray distance 
Species scores projected from 'varespec' 

Eigenvalues for constrained axes:
  CAP1   CAP2   CAP3 
0.5413 0.3265 0.1293 

Eigenvalues for unconstrained axes:
  MDS1   MDS2   MDS3   MDS4   MDS5   MDS6   MDS7   MDS8   MDS9  MDS10  MDS11 
0.9065 0.5127 0.3379 0.2626 0.2032 0.1618 0.1242 0.0856 0.0689 0.0583 0.0501 
 MDS12  MDS13  MDS14  MDS15 
0.0277 0.0208 0.0073 0.0013 

Call: dbrda(formula = varespec ~ N + P + K + Condition(Al), data =
varechem, distance = "bray")

              Inertia Proportion Rank RealDims
Total          4.5444     1.0000              
Conditional    0.9726     0.2140    1         
Constrained    0.9731     0.2141    3        3
Unconstrained  2.5987     0.5718   19       13
Inertia is squared Bray distance 

Eigenvalues for constrained axes:
dbRDA1 dbRDA2 dbRDA3 
0.5362 0.3198 0.1171 

Eigenvalues for unconstrained axes:
  MDS1   MDS2   MDS3   MDS4   MDS5   MDS6   MDS7   MDS8 
0.9054 0.5070 0.3336 0.2581 0.2027 0.1605 0.1221 0.0825 
(Showing 8 of 19 unconstrained eigenvalues)

Call: capscale(formula = varespec ~ N + P + K + Condition(Al), distance
= "bray")

               Inertia Proportion Rank
Total          4.54444    1.00000     
Conditional    0.97719    0.21503    1
Constrained    0.99717    0.21943    3
Unconstrained  2.82904    0.62253   15
Imaginary     -0.25896   -0.05698    8
Inertia is squared Bray distance 
Species scores projected from 'varespec' 

Eigenvalues for constrained axes:
  CAP1   CAP2   CAP3 
0.5413 0.3265 0.1293 

Eigenvalues for unconstrained axes:
  MDS1   MDS2   MDS3   MDS4   MDS5   MDS6   MDS7   MDS8   MDS9  MDS10  MDS11 
0.9065 0.5127 0.3379 0.2626 0.2032 0.1618 0.1242 0.0856 0.0689 0.0583 0.0501 
 MDS12  MDS13  MDS14  MDS15 
0.0277 0.0208 0.0073 0.0013 

Call: dbrda(formula = varespec ~ N + P + K + Condition(Al), distance =
"bray")

              Inertia Proportion Rank RealDims
Total          4.5444     1.0000              
Conditional    0.9726     0.2140    1         
Constrained    0.9731     0.2141    3        3
Unconstrained  2.5987     0.5718   19       13
Inertia is squared Bray distance 

Eigenvalues for constrained axes:
dbRDA1 dbRDA2 dbRDA3 
0.5362 0.3198 0.1171 

Eigenvalues for unconstrained axes:
  MDS1   MDS2   MDS3   MDS4   MDS5   MDS6   MDS7   MDS8 
0.9054 0.5070 0.3336 0.2581 0.2027 0.1605 0.1221 0.0825 
(Showing 8 of 19 unconstrained eigenvalues)

Call: capscale(formula = varespec ~ N + P + K + Condition(Al), distance
= "bray")

               Inertia Proportion Rank
Total          4.54444    1.00000     
Conditional    0.97719    0.21503    1
Constrained    0.99717    0.21943    3
Unconstrained  2.82904    0.62253   15
Imaginary     -0.25896   -0.05698    8
Inertia is squared Bray distance 
Species scores projected from 'varespec' 

Eigenvalues for constrained axes:
  CAP1   CAP2   CAP3 
0.5413 0.3265 0.1293 

Eigenvalues for unconstrained axes:
  MDS1   MDS2   MDS3   MDS4   MDS5   MDS6   MDS7   MDS8   MDS9  MDS10  MDS11 
0.9065 0.5127 0.3379 0.2626 0.2032 0.1618 0.1242 0.0856 0.0689 0.0583 0.0501 
 MDS12  MDS13  MDS14  MDS15 
0.0277 0.0208 0.0073 0.0013 

Call: dbrda(formula = varespec ~ N + P + K + Condition(Al), distance =
"bray")

              Inertia Proportion Rank RealDims
Total          4.5444     1.0000              
Conditional    0.9726     0.2140    1         
Constrained    0.9731     0.2141    3        3
Unconstrained  2.5987     0.5718   19       13
Inertia is squared Bray distance 

Eigenvalues for constrained axes:
dbRDA1 dbRDA2 dbRDA3 
0.5362 0.3198 0.1171 

Eigenvalues for unconstrained axes:
  MDS1   MDS2   MDS3   MDS4   MDS5   MDS6   MDS7   MDS8 
0.9054 0.5070 0.3336 0.2581 0.2027 0.1605 0.1221 0.0825 
(Showing 8 of 19 unconstrained eigenvalues)

Call: cca(formula = varespec ~ Al + P * (K + Baresoil), data =
varechem)

              Inertia Proportion Rank
Total           2.083      1.000     
Constrained     1.046      0.502    6
Unconstrained   1.038      0.498   17
Inertia is scaled Chi-square 

Eigenvalues for constrained axes:
  CCA1   CCA2   CCA3   CCA4   CCA5   CCA6 
0.3756 0.2342 0.1407 0.1323 0.1068 0.0561 

Eigenvalues for unconstrained axes:
    CA1     CA2     CA3     CA4     CA5     CA6     CA7     CA8 
0.27577 0.15411 0.13536 0.11803 0.08887 0.05511 0.04919 0.03781 
(Showing 8 of 17 unconstrained eigenvalues)

Call: cca(formula = varespec ~ Al + P * (K + Baresoil))

              Inertia Proportion Rank
Total           2.083      1.000     
Constrained     1.046      0.502    6
Unconstrained   1.038      0.498   17
Inertia is scaled Chi-square 

Eigenvalues for constrained axes:
  CCA1   CCA2   CCA3   CCA4   CCA5   CCA6 
0.3756 0.2342 0.1407 0.1323 0.1068 0.0561 

Eigenvalues for unconstrained axes:
    CA1     CA2     CA3     CA4     CA5     CA6     CA7     CA8 
0.27577 0.15411 0.13536 0.11803 0.08887 0.05511 0.04919 0.03781 
(Showing 8 of 17 unconstrained eigenvalues)

Call: cca(formula = varespec ~ Al + P * (K + Baresoil))

              Inertia Proportion Rank
Total           2.083      1.000     
Constrained     1.046      0.502    6
Unconstrained   1.038      0.498   17
Inertia is scaled Chi-square 

Eigenvalues for constrained axes:
  CCA1   CCA2   CCA3   CCA4   CCA5   CCA6 
0.3756 0.2342 0.1407 0.1323 0.1068 0.0561 

Eigenvalues for unconstrained axes:
    CA1     CA2     CA3     CA4     CA5     CA6     CA7     CA8 
0.27577 0.15411 0.13536 0.11803 0.08887 0.05511 0.04919 0.03781 
(Showing 8 of 17 unconstrained eigenvalues)

      Brachy     PHTH      HPAV      RARD      SSTR   Protopl      MEGR MPRO
1  1.8344317 2.836985 0.8859554 0.8544020 1.2272306 0.6234409 0.8676562    2
2  0.2158155 3.971779 2.8350573 0.0000000 3.6816917 0.0000000 0.8676562    2
3  0.4316310 1.702191 0.1771911 0.2848007 1.2272306 0.0000000 0.6507422    0
4  2.4818782 3.971779 1.7719108 0.5696014 1.2272306 0.0000000 0.8676562    0
5  0.5395387 4.539176 2.3034841 2.5632061 0.0000000 8.1047313 0.0000000    0
6  2.0502472 3.971779 0.8859554 2.5632061 1.8408458 1.2468817 0.6507422    0
7  1.8344317 1.702191 1.4175286 0.5696014 1.8408458 0.0000000 0.6507422    0
8  0.5395387 2.269588 1.4175286 0.5696014 0.6136153 1.2468817 0.6507422    0
9  0.3237232 1.702191 0.3543822 0.5696014 0.6136153 0.6234409 2.6029686    0
10 2.3739705 2.269588 0.8859554 0.8544020 0.0000000 0.0000000 0.0000000    0
11 3.8846790 3.971779 6.2016878 2.5632061 0.0000000 1.2468817 1.0845703    0
12 3.0214170 1.134794 2.1262930 3.7024088 0.0000000 0.0000000 0.2169141    0
13 0.3237232 1.134794 0.7087643 3.4176081 0.0000000 0.0000000 0.4338281    0
14 4.4242177 2.836985 2.1262930 0.0000000 1.2272306 0.0000000 0.4338281    0
15 0.6474465 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 0.2169141    0
16 0.7553542 1.134794 0.5315732 0.5696014 0.0000000 0.0000000 0.6507422    0
17 0.9711697 0.000000 0.1771911 0.5696014 0.0000000 0.0000000 0.4338281    0
18 2.0502472 1.702191 1.2403376 0.0000000 0.0000000 0.0000000 0.4338281    0
19 1.2948930 1.134794 1.7719108 0.2848007 0.0000000 0.0000000 0.8676562    1
20 0.3237232 0.567397 1.2403376 0.2848007 0.0000000 0.0000000 3.6875389    0
21 0.5395387 1.134794 1.4175286 0.5696014 0.0000000 0.0000000 0.6507422    0
22 0.4316310 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.2169141    0
23 2.0502472 0.000000 1.4175286 0.0000000 0.0000000 0.6234409 0.8676562    0
24 0.4316310 0.000000 0.1771911 1.1392027 0.0000000 0.0000000 0.8676562    1
25 1.2948930 2.269588 2.6578662 0.5696014 0.0000000 0.6234409 0.0000000    1
26 0.6474465 0.000000 0.7087643 0.2848007 0.0000000 0.0000000 0.2169141    0
27 0.4316310 2.269588 0.7087643 0.8544020 0.0000000 0.0000000 0.4338281    0
28 0.9711697 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.2169141    0
29 4.5321255 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 0.2169141    0
30 2.1581550 0.567397 0.3543822 0.0000000 0.0000000 0.0000000 1.5183984    1
31 1.2948930 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
32 0.4316310 0.000000 1.5947197 0.0000000 0.0000000 0.0000000 1.0845703    0
33 4.1004945 0.000000 3.0122484 0.0000000 0.0000000 0.0000000 0.4338281    0
34 0.5395387 0.000000 2.4806751 0.0000000 0.0000000 0.0000000 0.2169141    0
35 0.3237232 0.000000 0.0000000 0.0000000 0.0000000 0.6234409 0.2169141    2
36 0.3237232 0.567397 0.3543822 0.0000000 0.0000000 0.6234409 0.6507422    0
37 0.3237232 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.4338281    0
38 0.8632620 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 3.2537108    0
39 0.0000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
40 0.1079077 0.000000 5.4929235 0.0000000 0.0000000 0.0000000 0.0000000    0
41 0.2158155 0.000000 1.7719108 0.0000000 0.0000000 0.0000000 0.0000000    0
42 0.0000000 0.000000 2.1262930 0.0000000 0.0000000 0.0000000 0.0000000    0
43 0.5395387 0.000000 0.3543822 0.0000000 0.0000000 0.0000000 3.4706248    0
44 0.0000000 0.000000 0.3543822 0.0000000 0.0000000 0.0000000 1.0845703    0
45 1.1869852 0.000000 1.4175286 0.0000000 0.0000000 0.0000000 0.0000000    0
46 0.4316310 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.4338281    0
47 0.0000000 0.000000 1.4175286 0.0000000 0.0000000 0.6234409 0.0000000    0
48 0.0000000 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
49 1.0790775 0.000000 2.4806751 0.0000000 0.0000000 0.0000000 0.4338281    0
50 0.4316310 0.000000 6.5560700 0.0000000 0.0000000 0.0000000 0.0000000    0
51 0.2158155 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
52 0.3237232 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.0000000    0
53 0.3237232 0.000000 3.0122484 0.0000000 0.0000000 0.0000000 0.0000000    0
54 0.2158155 0.000000 1.2403376 0.0000000 0.0000000 0.0000000 0.0000000    0
55 0.1079077 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
56 0.1079077 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
57 0.0000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
58 0.0000000 0.000000 2.1262930 0.0000000 0.0000000 0.0000000 0.0000000    1
59 0.1079077 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
60 0.1079077 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
61 0.6474465 0.000000 1.5947197 0.0000000 0.0000000 0.0000000 0.0000000    0
62 0.3237232 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
63 2.0502472 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
64 0.3237232 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
65 0.4316310 0.000000 1.7719108 0.0000000 0.0000000 0.0000000 0.0000000    0
66 0.8632620 0.000000 3.1894395 0.0000000 0.0000000 0.0000000 0.0000000    0
67 0.4316310 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
68 0.6474465 0.000000 3.8982038 0.0000000 0.0000000 0.0000000 0.0000000    0
69 2.1581550 1.134794 0.7087643 0.0000000 0.0000000 0.0000000 0.0000000    0
70 0.5395387 0.000000 1.9491019 0.0000000 0.0000000 0.0000000 0.0000000    0
        TVIE      HMIN     HMIN2      NPRA      TVEL      ONOV      SUCT
1  0.8446893 0.1156922 1.1015263 0.4371805 2.9938291 0.4013809 1.1364265
2  0.0000000 0.0000000 0.2753816 1.3115415 3.6982595 2.7093209 1.5152353
3  0.0000000 0.0000000 1.6522895 1.3115415 3.5221519 1.7058687 1.2626961
4  0.4223446 0.2313844 2.7538159 0.0000000 3.1699367 4.7162252 2.1465834
5  0.0000000 0.3470765 3.8553422 1.3115415 5.6354430 4.3148444 3.4092795
6  0.0000000 2.3138437 4.4061054 0.8743610 2.2893987 3.8131183 4.9245148
7  0.0000000 2.1981515 0.8261448 0.0000000 3.8743671 2.7093209 4.6719756
8  0.0000000 0.1156922 1.1015263 4.3718050 2.1132911 2.5086304 3.2830099
9  0.0000000 0.0000000 0.8261448 3.9346245 3.5221519 0.8027617 2.3991226
10 0.0000000 1.2726140 1.1015263 2.1859025 2.8177215 3.3113922 3.6618187
11 0.0000000 0.0000000 1.6522895 0.4371805 7.3965189 1.7058687 1.8940442
12 0.0000000 1.2726140 0.2753816 0.8743610 4.7549050 3.4117374 7.4499070
13 0.0000000 0.1156922 0.2753816 0.8743610 1.9371835 5.7196774 7.9549854
14 0.0000000 2.7766124 5.5076317 1.3115415 3.3460443 6.1210583 2.5253922
15 0.0000000 0.0000000 1.3769079 0.4371805 3.6982595 0.7024165 0.8838873
16 0.0000000 0.1156922 0.0000000 2.6230830 3.3460443 0.8027617 3.7880883
17 0.0000000 0.2313844 0.2753816 1.3115415 4.2265823 0.9031070 3.9143579
18 0.0000000 1.1569218 1.1015263 0.0000000 1.5849683 3.2110470 2.0203138
19 0.0000000 1.8510749 1.3769079 0.8743610 0.8805380 1.4048330 2.2728530
20 0.0000000 1.5039984 1.9276711 3.0602635 4.4026898 5.1176061 1.5152353
21 0.0000000 2.7766124 0.0000000 0.4371805 1.9371835 2.0069043 3.9143579
22 0.0000000 2.8923046 0.5507632 0.4371805 3.1699367 6.9238200 4.7982452
23 0.0000000 0.0000000 0.8261448 0.4371805 0.8805380 0.3010357 2.5253922
24 0.0000000 0.4627687 0.0000000 0.0000000 3.8743671 1.3044878 2.3991226
25 0.0000000 0.1156922 0.5507632 0.4371805 6.6920886 0.5017261 4.0406275
26 0.0000000 0.0000000 0.5507632 0.4371805 4.2265823 2.7093209 4.4194364
27 0.4223446 1.9667671 0.0000000 3.9346245 3.5221519 6.6227844 2.2728530
28 1.2670339 0.0000000 0.0000000 0.4371805 3.6982595 0.9031070 3.7880883
29 0.0000000 0.0000000 0.0000000 0.0000000 3.6982595 1.2041426 3.0304706
30 0.0000000 0.0000000 0.0000000 0.4371805 1.0566456 0.6020713 1.2626961
31 0.4223446 0.1156922 0.0000000 0.0000000 1.5849683 1.1037974 2.5253922
32 0.0000000 0.5784609 2.4784343 0.8743610 0.3522152 1.7058687 2.2728530
33 0.0000000 0.1156922 0.0000000 0.0000000 1.4088608 1.5051783 1.2626961
34 0.4223446 1.2726140 1.1015263 0.8743610 3.8743671 3.9134635 7.0710982
35 0.0000000 3.0079968 0.0000000 0.0000000 0.3522152 2.9100113 2.6516618
36 0.0000000 2.3138437 0.0000000 0.0000000 0.5283228 1.2041426 2.9042010
37 0.0000000 4.1649186 0.0000000 0.0000000 0.0000000 2.2075948 3.0304706
38 1.6893786 0.0000000 0.0000000 0.0000000 0.0000000 0.9031070 0.2525392
39 0.0000000 0.0000000 0.0000000 0.4371805 0.8805380 0.8027617 1.5152353
40 0.0000000 0.3470765 0.0000000 0.4371805 0.0000000 0.6020713 1.2626961
41 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.5017261 0.2525392
42 0.0000000 0.0000000 0.0000000 0.4371805 0.0000000 0.5017261 0.8838873
43 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.7024165 0.5050784
44 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
45 0.4223446 0.1156922 0.0000000 1.7487220 0.1761076 0.6020713 0.7576177
46 0.4223446 1.3883062 0.0000000 0.8743610 0.0000000 2.2075948 3.5355491
47 0.0000000 2.0824593 0.0000000 0.4371805 0.0000000 2.0069043 3.0304706
48 0.0000000 0.1156922 0.0000000 0.0000000 0.0000000 1.0034522 0.1262696
49 0.0000000 0.1156922 0.0000000 3.0602635 0.0000000 0.7024165 2.1465834
50 0.8446893 0.0000000 0.0000000 0.4371805 0.0000000 0.8027617 1.3889657
51 1.2670339 0.0000000 0.0000000 0.8743610 0.0000000 0.3010357 1.0101569
52 0.8446893 0.0000000 0.0000000 0.0000000 0.0000000 0.5017261 0.3788088
53 0.8446893 0.0000000 0.0000000 0.4371805 0.0000000 0.5017261 1.2626961
54 0.0000000 0.0000000 0.0000000 0.4371805 0.0000000 0.0000000 0.1262696
55 0.0000000 0.0000000 0.0000000 2.1859025 0.0000000 0.3010357 0.6313481
56 1.2670339 0.0000000 0.0000000 0.8743610 0.0000000 0.0000000 0.6313481
57 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
58 0.0000000 0.2313844 0.0000000 0.0000000 0.0000000 1.2041426 1.1364265
59 0.8446893 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1262696
60 2.9564125 0.0000000 0.0000000 0.0000000 0.0000000 0.4013809 1.1364265
61 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1003452 0.1262696
62 0.4223446 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1262696
63 0.8446893 0.0000000 0.0000000 0.8743610 0.0000000 0.8027617 1.6415049
64 1.2670339 0.0000000 0.0000000 1.3115415 0.0000000 0.4013809 0.5050784
65 1.6893786 0.0000000 0.0000000 0.8743610 0.0000000 1.2041426 1.0101569
66 1.6893786 0.0000000 0.0000000 2.6230830 0.0000000 1.2041426 3.1567403
67 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
68 1.2670339 0.0000000 0.0000000 1.7487220 0.0000000 0.7024165 1.1364265
69 0.0000000 0.0000000 0.0000000 1.3115415 0.5283228 7.3252009 1.7677745
70 2.1117232 0.0000000 0.0000000 0.0000000 0.0000000 1.3044878 1.5152353
          LCIL  Oribatl1  Ceratoz1      PWIL  Galumna1  Stgncrs2      HRUF
1   1.18579925 0.9054477 0.5730282 0.4167169 4.4284539 0.0000000 0.0000000
2   3.27280594 1.8108953 0.0000000 0.4167169 1.6606702 3.4903074 0.5623709
3   2.11072267 0.9054477 0.0000000 0.8334339 0.5535567 3.1024954 0.0000000
4   2.56132639 3.0181588 0.5730282 0.0000000 0.5535567 0.7756239 0.5623709
5   0.11857993 0.3018159 0.0000000 2.0835846 1.1071135 0.3878119 0.0000000
6   0.07114796 1.5090794 0.0000000 0.4167169 0.5535567 3.1024954 0.0000000
7   0.00000000 1.2072635 0.0000000 0.0000000 0.5535567 1.1634358 0.0000000
8   0.00000000 1.8108953 0.0000000 1.2501508 0.5535567 1.1634358 1.1247418
9   0.71147955 2.1127112 0.0000000 0.0000000 1.1071135 0.3878119 0.0000000
10  0.00000000 2.4145271 1.1460564 0.4167169 2.7677837 0.7756239 0.0000000
11  0.00000000 0.6036318 2.8651410 2.5003016 1.6606702 1.5512477 0.5623709
12  0.00000000 0.9054477 2.8651410 0.4167169 2.2142269 0.3878119 0.0000000
13  0.00000000 3.0181588 1.1460564 0.4167169 1.6606702 0.3878119 0.0000000
14  0.00000000 5.1308700 0.0000000 2.0835846 3.8748972 0.7756239 1.1247418
15  0.68776357 2.4145271 0.0000000 0.4167169 0.0000000 0.0000000 0.5623709
16  0.02371599 0.9054477 2.8651410 0.0000000 1.1071135 0.0000000 0.0000000
17  0.00000000 0.0000000 0.0000000 0.4167169 0.5535567 0.0000000 0.0000000
18  0.07114796 0.3018159 0.0000000 0.4167169 0.5535567 0.7756239 0.0000000
19  0.16601190 0.9054477 0.0000000 0.8334339 1.1071135 0.0000000 0.0000000
20  0.00000000 4.2254224 0.0000000 2.9170185 2.2142269 0.7756239 0.0000000
21  0.00000000 0.3018159 0.5730282 0.0000000 1.1071135 0.0000000 0.0000000
22  0.00000000 0.0000000 0.5730282 0.4167169 2.2142269 0.0000000 0.0000000
23  0.18972788 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
24  0.00000000 0.9054477 0.5730282 0.0000000 0.0000000 0.3878119 0.0000000
25  0.02371599 0.0000000 0.0000000 0.8334339 0.0000000 0.0000000 0.0000000
26  0.18972788 0.3018159 0.5730282 1.2501508 0.5535567 0.0000000 0.0000000
27  0.00000000 0.9054477 0.5730282 1.2501508 1.1071135 0.0000000 0.0000000
28  0.02371599 0.6036318 1.7190846 0.0000000 0.0000000 0.0000000 0.0000000
29  0.00000000 0.0000000 0.0000000 0.8334339 0.0000000 0.0000000 0.0000000
30  0.42688773 0.3018159 1.1460564 0.8334339 0.5535567 0.0000000 0.0000000
31  1.18579925 0.3018159 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
32  0.09486394 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
33  0.28459182 0.0000000 1.1460564 0.8334339 0.0000000 0.3878119 0.0000000
34  0.09486394 0.6036318 0.0000000 0.0000000 2.7677837 0.0000000 0.0000000
35  0.07114796 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 0.0000000
36  0.68776357 0.3018159 2.2921128 0.8334339 0.0000000 0.0000000 0.0000000
37  0.28459182 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
38  2.60875836 0.0000000 0.5730282 3.3337354 0.0000000 0.0000000 0.5623709
39  0.94863940 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
40  1.54153903 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
41  1.04350334 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
42  1.73126691 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
43  2.11072267 0.0000000 2.8651410 0.0000000 0.0000000 0.0000000 0.0000000
44  0.56918364 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
45  1.23323122 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
46  0.99607137 0.0000000 2.2921128 0.0000000 0.0000000 0.0000000 0.0000000
47  0.16601190 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
48  1.25694721 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.6871127
49  0.11857993 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
50  1.35181115 0.0000000 1.7190846 0.0000000 0.0000000 0.0000000 0.0000000
51  0.73519554 0.0000000 2.2921128 0.0000000 0.0000000 0.0000000 0.0000000
52  1.09093531 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
53  1.04350334 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
54  0.49803569 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
55  0.42688773 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
56  1.28066319 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
57  0.04743197 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
58  0.47431970 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
59  1.28066319 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
60  1.30437918 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 1.1247418
61  0.14229591 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
62  0.00000000 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
63  0.33202379 0.6036318 1.1460564 0.8334339 0.0000000 0.0000000 0.0000000
64  0.47431970 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
65  0.37945576 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
66  0.09486394 0.3018159 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
67 17.14665721 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
68  0.75891152 0.0000000 1.7190846 0.4167169 0.0000000 0.0000000 0.0000000
69  0.26087584 0.0000000 2.2921128 1.2501508 0.0000000 0.0000000 1.1247418
70  0.54546766 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 0.0000000
    Trhypch1 PPEL      NCOR      SLAT      FSET Lepidzts Eupelops Miniglmn
1  0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
2  0.1730222    1 0.8081979 1.1022171 0.8567571        1 0.000000        0
3  0.5190666    0 0.8081979 0.0000000 3.4270283        0 0.000000        0
4  0.3460444    1 1.2122968 1.1022171 5.1405425        0 0.000000        0
5  0.1730222    0 0.0000000 0.0000000 5.1405425        2 0.000000        0
6  0.6920887    0 0.4040989 0.0000000 4.2837854        0 0.000000        0
7  0.0000000    0 0.0000000 0.0000000 3.8554069        0 0.717488        0
8  0.0000000    0 0.0000000 0.0000000 2.5702713        1 0.000000        1
9  0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
10 0.0000000    0 0.0000000 1.6533257 4.2837854        0 0.717488        2
11 0.1730222    1 0.0000000 1.6533257 2.9986498        3 2.152464        0
12 0.0000000    1 0.0000000 0.0000000 2.1418927        0 2.152464        0
13 0.0000000    0 0.0000000 0.0000000 0.4283785        0 0.000000        0
14 0.1730222    2 0.0000000 4.4088685 3.4270283        1 1.434976        5
15 0.0000000    2 0.0000000 0.5511086 0.0000000        1 0.717488        1
16 0.0000000    0 0.0000000 0.0000000 0.4283785        2 1.434976        0
17 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.717488        0
18 0.0000000    0 0.0000000 1.1022171 0.8567571        0 0.717488        3
19 0.0000000    0 0.0000000 1.1022171 0.4283785        0 0.717488        0
20 0.0000000    3 0.0000000 2.2044342 1.2851356        0 0.717488        2
21 0.3460444    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
22 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
23 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        1
24 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
25 0.0000000    0 0.0000000 0.0000000 0.4283785        0 0.717488        0
26 0.0000000    0 0.0000000 0.0000000 0.8567571        0 0.000000        0
27 0.1730222    0 0.4040989 0.0000000 2.9986498        0 2.869952        1
28 0.1730222    0 1.6163957 0.0000000 0.0000000        0 0.717488        0
29 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.717488        0
30 0.1730222    0 0.4040989 0.5511086 0.4283785        0 0.717488        0
31 0.1730222    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
32 0.0000000    0 0.0000000 0.0000000 0.8567571        0 0.717488        0
33 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
34 0.3460444    0 0.4040989 0.0000000 0.8567571        1 0.000000        0
35 0.0000000    0 0.4040989 0.0000000 0.4283785        0 2.869952        0
36 0.0000000    0 0.4040989 0.0000000 1.2851356        0 0.000000        0
37 0.0000000    0 0.8081979 0.0000000 0.4283785        0 1.434976        1
38 0.6920887    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
39 0.5190666    0 0.0000000 0.0000000 0.0000000        0 2.152464        0
40 0.0000000    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
41 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
42 0.0000000    0 2.4245936 0.0000000 0.0000000        0 0.717488        0
43 2.4223106    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
44 4.8446211    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
45 0.3460444    0 2.4245936 0.0000000 0.0000000        0 0.717488        0
46 0.0000000    0 1.2122968 0.0000000 0.4283785        0 1.434976        0
47 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
48 0.6920887    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
49 0.0000000    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
50 0.0000000    0 0.0000000 0.0000000 0.0000000        0 1.434976        0
51 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
52 0.6920887    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
53 0.3460444    0 2.4245936 0.0000000 0.0000000        0 0.000000        0
54 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
55 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
56 0.5190666    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
57 0.1730222    0 0.0000000 0.0000000 0.0000000        0 0.717488        0
58 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
59 5.0176433    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
60 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
61 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
62 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
63 0.1730222    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
64 0.6920887    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
65 3.9795102    1 0.4040989 0.0000000 0.0000000        0 0.000000        0
66 0.5190666    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
67 1.2111553    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
68 0.1730222    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
69 3.8064880    0 2.8286925 0.0000000 0.0000000        0 0.000000        0
70 1.2111553    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
         LRUG     PLAG2  Ceratoz3  Oppiminu  Trimalc2
1  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
2  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
3  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
4  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
5  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
6  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
7  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
8  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
9  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
10 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
11 0.08203352 0.3038002 0.0000000 0.0000000 0.0000000
12 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
13 0.00000000 0.3038002 0.0000000 0.0000000 0.0000000
14 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
15 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
16 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
17 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
18 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
19 0.65626816 0.0000000 0.5366239 0.0000000 0.0000000
20 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
21 0.00000000 0.0000000 0.0000000 0.3129403 0.0000000
22 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
23 0.24610056 0.0000000 0.0000000 0.6258805 0.0000000
24 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
25 0.08203352 0.0000000 0.2683119 0.6258805 0.0000000
26 0.00000000 0.3038002 0.0000000 0.6258805 0.0000000
27 0.08203352 0.0000000 0.2683119 0.0000000 0.0000000
28 0.90236872 0.6076005 1.6098716 0.6258805 0.0000000
29 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
30 0.98440224 0.0000000 0.0000000 0.3129403 0.0000000
31 0.98440224 0.6076005 0.8049358 0.3129403 0.0000000
32 0.57423464 0.6076005 0.0000000 1.2517611 0.0000000
33 1.88677097 0.0000000 0.2683119 0.6258805 0.0000000
34 0.90236872 0.3038002 0.2683119 2.8164624 0.0000000
35 0.32813408 0.9114007 0.2683119 1.8776416 0.0000000
36 1.64067041 1.2152009 0.0000000 0.3129403 0.0000000
37 1.72270393 0.9114007 0.5366239 0.6258805 0.0000000
38 1.47660337 0.0000000 0.0000000 0.3129403 0.0000000
39 1.47660337 0.0000000 0.5366239 0.3129403 0.0000000
40 2.13287153 0.0000000 1.6098716 1.5647013 0.0000000
41 1.06643576 0.0000000 0.2683119 0.3129403 0.0000000
42 2.54303913 0.0000000 0.8049358 0.0000000 0.0000000
43 0.24610056 0.0000000 0.0000000 0.3129403 0.1959751
44 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
45 4.26574306 0.6076005 0.2683119 0.9388208 0.0000000
46 1.55863689 0.9114007 0.0000000 1.5647013 0.0000000
47 2.78913969 0.6076005 0.2683119 0.6258805 0.0000000
48 2.37897209 0.3038002 1.6098716 0.0000000 0.1959751
49 2.05083801 1.5190011 1.8781836 1.2517611 0.0000000
50 1.14846929 0.0000000 2.4148074 0.0000000 0.0000000
51 2.13287153 0.3038002 0.8049358 0.3129403 0.1959751
52 2.54303913 2.7342020 0.2683119 0.0000000 0.0000000
53 2.05083801 2.7342020 2.4148074 0.3129403 1.7637758
54 1.23050281 0.0000000 0.0000000 0.0000000 0.1959751
55 1.23050281 0.0000000 0.5366239 1.8776416 0.0000000
56 1.39456985 0.0000000 0.2683119 0.0000000 0.9798754
57 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
58 4.67591066 0.0000000 0.5366239 1.2517611 0.0000000
59 0.16406704 0.0000000 0.0000000 0.0000000 0.1959751
60 2.29693857 0.0000000 0.0000000 0.3129403 0.1959751
61 0.73830168 0.0000000 0.8049358 0.0000000 0.9798754
62 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
63 0.41016760 0.0000000 0.2683119 0.6258805 1.5678007
64 1.31253633 0.0000000 0.5366239 0.0000000 2.1557260
65 0.32813408 0.0000000 0.5366239 0.0000000 4.8993772
66 1.72270393 0.0000000 0.2683119 0.0000000 1.7637758
67 0.90236872 0.0000000 0.0000000 0.0000000 6.4671779
68 0.00000000 0.0000000 0.8049358 0.0000000 3.3315765
69 0.49220112 0.9114007 0.0000000 1.2517611 0.5879253
70 1.31253633 0.3038002 1.8781836 0.3129403 2.7436512
      Brachy     PHTH      HPAV      RARD      SSTR   Protopl      MEGR MPRO
1  1.8344317 2.836985 0.8859554 0.8544020 1.2272306 0.6234409 0.8676562    2
2  0.2158155 3.971779 2.8350573 0.0000000 3.6816917 0.0000000 0.8676562    2
3  0.4316310 1.702191 0.1771911 0.2848007 1.2272306 0.0000000 0.6507422    0
4  2.4818782 3.971779 1.7719108 0.5696014 1.2272306 0.0000000 0.8676562    0
5  0.5395387 4.539176 2.3034841 2.5632061 0.0000000 8.1047313 0.0000000    0
6  2.0502472 3.971779 0.8859554 2.5632061 1.8408458 1.2468817 0.6507422    0
7  1.8344317 1.702191 1.4175286 0.5696014 1.8408458 0.0000000 0.6507422    0
8  0.5395387 2.269588 1.4175286 0.5696014 0.6136153 1.2468817 0.6507422    0
9  0.3237232 1.702191 0.3543822 0.5696014 0.6136153 0.6234409 2.6029686    0
10 2.3739705 2.269588 0.8859554 0.8544020 0.0000000 0.0000000 0.0000000    0
11 3.8846790 3.971779 6.2016878 2.5632061 0.0000000 1.2468817 1.0845703    0
12 3.0214170 1.134794 2.1262930 3.7024088 0.0000000 0.0000000 0.2169141    0
13 0.3237232 1.134794 0.7087643 3.4176081 0.0000000 0.0000000 0.4338281    0
14 4.4242177 2.836985 2.1262930 0.0000000 1.2272306 0.0000000 0.4338281    0
15 0.6474465 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 0.2169141    0
16 0.7553542 1.134794 0.5315732 0.5696014 0.0000000 0.0000000 0.6507422    0
17 0.9711697 0.000000 0.1771911 0.5696014 0.0000000 0.0000000 0.4338281    0
18 2.0502472 1.702191 1.2403376 0.0000000 0.0000000 0.0000000 0.4338281    0
19 1.2948930 1.134794 1.7719108 0.2848007 0.0000000 0.0000000 0.8676562    1
20 0.3237232 0.567397 1.2403376 0.2848007 0.0000000 0.0000000 3.6875389    0
21 0.5395387 1.134794 1.4175286 0.5696014 0.0000000 0.0000000 0.6507422    0
22 0.4316310 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.2169141    0
23 2.0502472 0.000000 1.4175286 0.0000000 0.0000000 0.6234409 0.8676562    0
24 0.4316310 0.000000 0.1771911 1.1392027 0.0000000 0.0000000 0.8676562    1
25 1.2948930 2.269588 2.6578662 0.5696014 0.0000000 0.6234409 0.0000000    1
26 0.6474465 0.000000 0.7087643 0.2848007 0.0000000 0.0000000 0.2169141    0
27 0.4316310 2.269588 0.7087643 0.8544020 0.0000000 0.0000000 0.4338281    0
28 0.9711697 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.2169141    0
29 4.5321255 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 0.2169141    0
30 2.1581550 0.567397 0.3543822 0.0000000 0.0000000 0.0000000 1.5183984    1
31 1.2948930 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
32 0.4316310 0.000000 1.5947197 0.0000000 0.0000000 0.0000000 1.0845703    0
33 4.1004945 0.000000 3.0122484 0.0000000 0.0000000 0.0000000 0.4338281    0
34 0.5395387 0.000000 2.4806751 0.0000000 0.0000000 0.0000000 0.2169141    0
35 0.3237232 0.000000 0.0000000 0.0000000 0.0000000 0.6234409 0.2169141    2
36 0.3237232 0.567397 0.3543822 0.0000000 0.0000000 0.6234409 0.6507422    0
37 0.3237232 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.4338281    0
38 0.8632620 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 3.2537108    0
39 0.0000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
40 0.1079077 0.000000 5.4929235 0.0000000 0.0000000 0.0000000 0.0000000    0
41 0.2158155 0.000000 1.7719108 0.0000000 0.0000000 0.0000000 0.0000000    0
42 0.0000000 0.000000 2.1262930 0.0000000 0.0000000 0.0000000 0.0000000    0
43 0.5395387 0.000000 0.3543822 0.0000000 0.0000000 0.0000000 3.4706248    0
44 0.0000000 0.000000 0.3543822 0.0000000 0.0000000 0.0000000 1.0845703    0
45 1.1869852 0.000000 1.4175286 0.0000000 0.0000000 0.0000000 0.0000000    0
46 0.4316310 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.4338281    0
47 0.0000000 0.000000 1.4175286 0.0000000 0.0000000 0.6234409 0.0000000    0
48 0.0000000 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
49 1.0790775 0.000000 2.4806751 0.0000000 0.0000000 0.0000000 0.4338281    0
50 0.4316310 0.000000 6.5560700 0.0000000 0.0000000 0.0000000 0.0000000    0
51 0.2158155 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
52 0.3237232 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.0000000    0
53 0.3237232 0.000000 3.0122484 0.0000000 0.0000000 0.0000000 0.0000000    0
54 0.2158155 0.000000 1.2403376 0.0000000 0.0000000 0.0000000 0.0000000    0
55 0.1079077 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
56 0.1079077 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
57 0.0000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
58 0.0000000 0.000000 2.1262930 0.0000000 0.0000000 0.0000000 0.0000000    1
59 0.1079077 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
60 0.1079077 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
61 0.6474465 0.000000 1.5947197 0.0000000 0.0000000 0.0000000 0.0000000    0
62 0.3237232 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
63 2.0502472 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
64 0.3237232 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
65 0.4316310 0.000000 1.7719108 0.0000000 0.0000000 0.0000000 0.0000000    0
66 0.8632620 0.000000 3.1894395 0.0000000 0.0000000 0.0000000 0.0000000    0
67 0.4316310 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
68 0.6474465 0.000000 3.8982038 0.0000000 0.0000000 0.0000000 0.0000000    0
69 2.1581550 1.134794 0.7087643 0.0000000 0.0000000 0.0000000 0.0000000    0
70 0.5395387 0.000000 1.9491019 0.0000000 0.0000000 0.0000000 0.0000000    0
        TVIE      HMIN     HMIN2      NPRA      TVEL      ONOV      SUCT
1  0.8446893 0.1156922 1.1015263 0.4371805 2.9938291 0.4013809 1.1364265
2  0.0000000 0.0000000 0.2753816 1.3115415 3.6982595 2.7093209 1.5152353
3  0.0000000 0.0000000 1.6522895 1.3115415 3.5221519 1.7058687 1.2626961
4  0.4223446 0.2313844 2.7538159 0.0000000 3.1699367 4.7162252 2.1465834
5  0.0000000 0.3470765 3.8553422 1.3115415 5.6354430 4.3148444 3.4092795
6  0.0000000 2.3138437 4.4061054 0.8743610 2.2893987 3.8131183 4.9245148
7  0.0000000 2.1981515 0.8261448 0.0000000 3.8743671 2.7093209 4.6719756
8  0.0000000 0.1156922 1.1015263 4.3718050 2.1132911 2.5086304 3.2830099
9  0.0000000 0.0000000 0.8261448 3.9346245 3.5221519 0.8027617 2.3991226
10 0.0000000 1.2726140 1.1015263 2.1859025 2.8177215 3.3113922 3.6618187
11 0.0000000 0.0000000 1.6522895 0.4371805 7.3965189 1.7058687 1.8940442
12 0.0000000 1.2726140 0.2753816 0.8743610 4.7549050 3.4117374 7.4499070
13 0.0000000 0.1156922 0.2753816 0.8743610 1.9371835 5.7196774 7.9549854
14 0.0000000 2.7766124 5.5076317 1.3115415 3.3460443 6.1210583 2.5253922
15 0.0000000 0.0000000 1.3769079 0.4371805 3.6982595 0.7024165 0.8838873
16 0.0000000 0.1156922 0.0000000 2.6230830 3.3460443 0.8027617 3.7880883
17 0.0000000 0.2313844 0.2753816 1.3115415 4.2265823 0.9031070 3.9143579
18 0.0000000 1.1569218 1.1015263 0.0000000 1.5849683 3.2110470 2.0203138
19 0.0000000 1.8510749 1.3769079 0.8743610 0.8805380 1.4048330 2.2728530
20 0.0000000 1.5039984 1.9276711 3.0602635 4.4026898 5.1176061 1.5152353
21 0.0000000 2.7766124 0.0000000 0.4371805 1.9371835 2.0069043 3.9143579
22 0.0000000 2.8923046 0.5507632 0.4371805 3.1699367 6.9238200 4.7982452
23 0.0000000 0.0000000 0.8261448 0.4371805 0.8805380 0.3010357 2.5253922
24 0.0000000 0.4627687 0.0000000 0.0000000 3.8743671 1.3044878 2.3991226
25 0.0000000 0.1156922 0.5507632 0.4371805 6.6920886 0.5017261 4.0406275
26 0.0000000 0.0000000 0.5507632 0.4371805 4.2265823 2.7093209 4.4194364
27 0.4223446 1.9667671 0.0000000 3.9346245 3.5221519 6.6227844 2.2728530
28 1.2670339 0.0000000 0.0000000 0.4371805 3.6982595 0.9031070 3.7880883
29 0.0000000 0.0000000 0.0000000 0.0000000 3.6982595 1.2041426 3.0304706
30 0.0000000 0.0000000 0.0000000 0.4371805 1.0566456 0.6020713 1.2626961
31 0.4223446 0.1156922 0.0000000 0.0000000 1.5849683 1.1037974 2.5253922
32 0.0000000 0.5784609 2.4784343 0.8743610 0.3522152 1.7058687 2.2728530
33 0.0000000 0.1156922 0.0000000 0.0000000 1.4088608 1.5051783 1.2626961
34 0.4223446 1.2726140 1.1015263 0.8743610 3.8743671 3.9134635 7.0710982
35 0.0000000 3.0079968 0.0000000 0.0000000 0.3522152 2.9100113 2.6516618
36 0.0000000 2.3138437 0.0000000 0.0000000 0.5283228 1.2041426 2.9042010
37 0.0000000 4.1649186 0.0000000 0.0000000 0.0000000 2.2075948 3.0304706
38 1.6893786 0.0000000 0.0000000 0.0000000 0.0000000 0.9031070 0.2525392
39 0.0000000 0.0000000 0.0000000 0.4371805 0.8805380 0.8027617 1.5152353
40 0.0000000 0.3470765 0.0000000 0.4371805 0.0000000 0.6020713 1.2626961
41 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.5017261 0.2525392
42 0.0000000 0.0000000 0.0000000 0.4371805 0.0000000 0.5017261 0.8838873
43 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.7024165 0.5050784
44 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
45 0.4223446 0.1156922 0.0000000 1.7487220 0.1761076 0.6020713 0.7576177
46 0.4223446 1.3883062 0.0000000 0.8743610 0.0000000 2.2075948 3.5355491
47 0.0000000 2.0824593 0.0000000 0.4371805 0.0000000 2.0069043 3.0304706
48 0.0000000 0.1156922 0.0000000 0.0000000 0.0000000 1.0034522 0.1262696
49 0.0000000 0.1156922 0.0000000 3.0602635 0.0000000 0.7024165 2.1465834
50 0.8446893 0.0000000 0.0000000 0.4371805 0.0000000 0.8027617 1.3889657
51 1.2670339 0.0000000 0.0000000 0.8743610 0.0000000 0.3010357 1.0101569
52 0.8446893 0.0000000 0.0000000 0.0000000 0.0000000 0.5017261 0.3788088
53 0.8446893 0.0000000 0.0000000 0.4371805 0.0000000 0.5017261 1.2626961
54 0.0000000 0.0000000 0.0000000 0.4371805 0.0000000 0.0000000 0.1262696
55 0.0000000 0.0000000 0.0000000 2.1859025 0.0000000 0.3010357 0.6313481
56 1.2670339 0.0000000 0.0000000 0.8743610 0.0000000 0.0000000 0.6313481
57 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
58 0.0000000 0.2313844 0.0000000 0.0000000 0.0000000 1.2041426 1.1364265
59 0.8446893 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1262696
60 2.9564125 0.0000000 0.0000000 0.0000000 0.0000000 0.4013809 1.1364265
61 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1003452 0.1262696
62 0.4223446 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1262696
63 0.8446893 0.0000000 0.0000000 0.8743610 0.0000000 0.8027617 1.6415049
64 1.2670339 0.0000000 0.0000000 1.3115415 0.0000000 0.4013809 0.5050784
65 1.6893786 0.0000000 0.0000000 0.8743610 0.0000000 1.2041426 1.0101569
66 1.6893786 0.0000000 0.0000000 2.6230830 0.0000000 1.2041426 3.1567403
67 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
68 1.2670339 0.0000000 0.0000000 1.7487220 0.0000000 0.7024165 1.1364265
69 0.0000000 0.0000000 0.0000000 1.3115415 0.5283228 7.3252009 1.7677745
70 2.1117232 0.0000000 0.0000000 0.0000000 0.0000000 1.3044878 1.5152353
          LCIL  Oribatl1  Ceratoz1      PWIL  Galumna1  Stgncrs2      HRUF
1   1.18579925 0.9054477 0.5730282 0.4167169 4.4284539 0.0000000 0.0000000
2   3.27280594 1.8108953 0.0000000 0.4167169 1.6606702 3.4903074 0.5623709
3   2.11072267 0.9054477 0.0000000 0.8334339 0.5535567 3.1024954 0.0000000
4   2.56132639 3.0181588 0.5730282 0.0000000 0.5535567 0.7756239 0.5623709
5   0.11857993 0.3018159 0.0000000 2.0835846 1.1071135 0.3878119 0.0000000
6   0.07114796 1.5090794 0.0000000 0.4167169 0.5535567 3.1024954 0.0000000
7   0.00000000 1.2072635 0.0000000 0.0000000 0.5535567 1.1634358 0.0000000
8   0.00000000 1.8108953 0.0000000 1.2501508 0.5535567 1.1634358 1.1247418
9   0.71147955 2.1127112 0.0000000 0.0000000 1.1071135 0.3878119 0.0000000
10  0.00000000 2.4145271 1.1460564 0.4167169 2.7677837 0.7756239 0.0000000
11  0.00000000 0.6036318 2.8651410 2.5003016 1.6606702 1.5512477 0.5623709
12  0.00000000 0.9054477 2.8651410 0.4167169 2.2142269 0.3878119 0.0000000
13  0.00000000 3.0181588 1.1460564 0.4167169 1.6606702 0.3878119 0.0000000
14  0.00000000 5.1308700 0.0000000 2.0835846 3.8748972 0.7756239 1.1247418
15  0.68776357 2.4145271 0.0000000 0.4167169 0.0000000 0.0000000 0.5623709
16  0.02371599 0.9054477 2.8651410 0.0000000 1.1071135 0.0000000 0.0000000
17  0.00000000 0.0000000 0.0000000 0.4167169 0.5535567 0.0000000 0.0000000
18  0.07114796 0.3018159 0.0000000 0.4167169 0.5535567 0.7756239 0.0000000
19  0.16601190 0.9054477 0.0000000 0.8334339 1.1071135 0.0000000 0.0000000
20  0.00000000 4.2254224 0.0000000 2.9170185 2.2142269 0.7756239 0.0000000
21  0.00000000 0.3018159 0.5730282 0.0000000 1.1071135 0.0000000 0.0000000
22  0.00000000 0.0000000 0.5730282 0.4167169 2.2142269 0.0000000 0.0000000
23  0.18972788 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
24  0.00000000 0.9054477 0.5730282 0.0000000 0.0000000 0.3878119 0.0000000
25  0.02371599 0.0000000 0.0000000 0.8334339 0.0000000 0.0000000 0.0000000
26  0.18972788 0.3018159 0.5730282 1.2501508 0.5535567 0.0000000 0.0000000
27  0.00000000 0.9054477 0.5730282 1.2501508 1.1071135 0.0000000 0.0000000
28  0.02371599 0.6036318 1.7190846 0.0000000 0.0000000 0.0000000 0.0000000
29  0.00000000 0.0000000 0.0000000 0.8334339 0.0000000 0.0000000 0.0000000
30  0.42688773 0.3018159 1.1460564 0.8334339 0.5535567 0.0000000 0.0000000
31  1.18579925 0.3018159 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
32  0.09486394 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
33  0.28459182 0.0000000 1.1460564 0.8334339 0.0000000 0.3878119 0.0000000
34  0.09486394 0.6036318 0.0000000 0.0000000 2.7677837 0.0000000 0.0000000
35  0.07114796 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 0.0000000
36  0.68776357 0.3018159 2.2921128 0.8334339 0.0000000 0.0000000 0.0000000
37  0.28459182 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
38  2.60875836 0.0000000 0.5730282 3.3337354 0.0000000 0.0000000 0.5623709
39  0.94863940 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
40  1.54153903 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
41  1.04350334 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
42  1.73126691 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
43  2.11072267 0.0000000 2.8651410 0.0000000 0.0000000 0.0000000 0.0000000
44  0.56918364 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
45  1.23323122 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
46  0.99607137 0.0000000 2.2921128 0.0000000 0.0000000 0.0000000 0.0000000
47  0.16601190 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
48  1.25694721 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.6871127
49  0.11857993 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
50  1.35181115 0.0000000 1.7190846 0.0000000 0.0000000 0.0000000 0.0000000
51  0.73519554 0.0000000 2.2921128 0.0000000 0.0000000 0.0000000 0.0000000
52  1.09093531 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
53  1.04350334 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
54  0.49803569 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
55  0.42688773 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
56  1.28066319 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
57  0.04743197 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
58  0.47431970 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
59  1.28066319 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
60  1.30437918 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 1.1247418
61  0.14229591 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
62  0.00000000 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
63  0.33202379 0.6036318 1.1460564 0.8334339 0.0000000 0.0000000 0.0000000
64  0.47431970 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
65  0.37945576 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
66  0.09486394 0.3018159 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
67 17.14665721 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
68  0.75891152 0.0000000 1.7190846 0.4167169 0.0000000 0.0000000 0.0000000
69  0.26087584 0.0000000 2.2921128 1.2501508 0.0000000 0.0000000 1.1247418
70  0.54546766 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 0.0000000
    Trhypch1 PPEL      NCOR      SLAT      FSET Lepidzts Eupelops Miniglmn
1  0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
2  0.1730222    1 0.8081979 1.1022171 0.8567571        1 0.000000        0
3  0.5190666    0 0.8081979 0.0000000 3.4270283        0 0.000000        0
4  0.3460444    1 1.2122968 1.1022171 5.1405425        0 0.000000        0
5  0.1730222    0 0.0000000 0.0000000 5.1405425        2 0.000000        0
6  0.6920887    0 0.4040989 0.0000000 4.2837854        0 0.000000        0
7  0.0000000    0 0.0000000 0.0000000 3.8554069        0 0.717488        0
8  0.0000000    0 0.0000000 0.0000000 2.5702713        1 0.000000        1
9  0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
10 0.0000000    0 0.0000000 1.6533257 4.2837854        0 0.717488        2
11 0.1730222    1 0.0000000 1.6533257 2.9986498        3 2.152464        0
12 0.0000000    1 0.0000000 0.0000000 2.1418927        0 2.152464        0
13 0.0000000    0 0.0000000 0.0000000 0.4283785        0 0.000000        0
14 0.1730222    2 0.0000000 4.4088685 3.4270283        1 1.434976        5
15 0.0000000    2 0.0000000 0.5511086 0.0000000        1 0.717488        1
16 0.0000000    0 0.0000000 0.0000000 0.4283785        2 1.434976        0
17 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.717488        0
18 0.0000000    0 0.0000000 1.1022171 0.8567571        0 0.717488        3
19 0.0000000    0 0.0000000 1.1022171 0.4283785        0 0.717488        0
20 0.0000000    3 0.0000000 2.2044342 1.2851356        0 0.717488        2
21 0.3460444    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
22 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
23 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        1
24 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
25 0.0000000    0 0.0000000 0.0000000 0.4283785        0 0.717488        0
26 0.0000000    0 0.0000000 0.0000000 0.8567571        0 0.000000        0
27 0.1730222    0 0.4040989 0.0000000 2.9986498        0 2.869952        1
28 0.1730222    0 1.6163957 0.0000000 0.0000000        0 0.717488        0
29 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.717488        0
30 0.1730222    0 0.4040989 0.5511086 0.4283785        0 0.717488        0
31 0.1730222    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
32 0.0000000    0 0.0000000 0.0000000 0.8567571        0 0.717488        0
33 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
34 0.3460444    0 0.4040989 0.0000000 0.8567571        1 0.000000        0
35 0.0000000    0 0.4040989 0.0000000 0.4283785        0 2.869952        0
36 0.0000000    0 0.4040989 0.0000000 1.2851356        0 0.000000        0
37 0.0000000    0 0.8081979 0.0000000 0.4283785        0 1.434976        1
38 0.6920887    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
39 0.5190666    0 0.0000000 0.0000000 0.0000000        0 2.152464        0
40 0.0000000    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
41 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
42 0.0000000    0 2.4245936 0.0000000 0.0000000        0 0.717488        0
43 2.4223106    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
44 4.8446211    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
45 0.3460444    0 2.4245936 0.0000000 0.0000000        0 0.717488        0
46 0.0000000    0 1.2122968 0.0000000 0.4283785        0 1.434976        0
47 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
48 0.6920887    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
49 0.0000000    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
50 0.0000000    0 0.0000000 0.0000000 0.0000000        0 1.434976        0
51 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
52 0.6920887    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
53 0.3460444    0 2.4245936 0.0000000 0.0000000        0 0.000000        0
54 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
55 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
56 0.5190666    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
57 0.1730222    0 0.0000000 0.0000000 0.0000000        0 0.717488        0
58 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
59 5.0176433    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
60 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
61 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
62 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
63 0.1730222    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
64 0.6920887    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
65 3.9795102    1 0.4040989 0.0000000 0.0000000        0 0.000000        0
66 0.5190666    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
67 1.2111553    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
68 0.1730222    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
69 3.8064880    0 2.8286925 0.0000000 0.0000000        0 0.000000        0
70 1.2111553    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
         LRUG     PLAG2  Ceratoz3  Oppiminu  Trimalc2
1  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
2  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
3  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
4  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
5  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
6  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
7  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
8  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
9  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
10 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
11 0.08203352 0.3038002 0.0000000 0.0000000 0.0000000
12 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
13 0.00000000 0.3038002 0.0000000 0.0000000 0.0000000
14 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
15 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
16 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
17 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
18 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
19 0.65626816 0.0000000 0.5366239 0.0000000 0.0000000
20 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
21 0.00000000 0.0000000 0.0000000 0.3129403 0.0000000
22 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
23 0.24610056 0.0000000 0.0000000 0.6258805 0.0000000
24 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
25 0.08203352 0.0000000 0.2683119 0.6258805 0.0000000
26 0.00000000 0.3038002 0.0000000 0.6258805 0.0000000
27 0.08203352 0.0000000 0.2683119 0.0000000 0.0000000
28 0.90236872 0.6076005 1.6098716 0.6258805 0.0000000
29 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
30 0.98440224 0.0000000 0.0000000 0.3129403 0.0000000
31 0.98440224 0.6076005 0.8049358 0.3129403 0.0000000
32 0.57423464 0.6076005 0.0000000 1.2517611 0.0000000
33 1.88677097 0.0000000 0.2683119 0.6258805 0.0000000
34 0.90236872 0.3038002 0.2683119 2.8164624 0.0000000
35 0.32813408 0.9114007 0.2683119 1.8776416 0.0000000
36 1.64067041 1.2152009 0.0000000 0.3129403 0.0000000
37 1.72270393 0.9114007 0.5366239 0.6258805 0.0000000
38 1.47660337 0.0000000 0.0000000 0.3129403 0.0000000
39 1.47660337 0.0000000 0.5366239 0.3129403 0.0000000
40 2.13287153 0.0000000 1.6098716 1.5647013 0.0000000
41 1.06643576 0.0000000 0.2683119 0.3129403 0.0000000
42 2.54303913 0.0000000 0.8049358 0.0000000 0.0000000
43 0.24610056 0.0000000 0.0000000 0.3129403 0.1959751
44 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
45 4.26574306 0.6076005 0.2683119 0.9388208 0.0000000
46 1.55863689 0.9114007 0.0000000 1.5647013 0.0000000
47 2.78913969 0.6076005 0.2683119 0.6258805 0.0000000
48 2.37897209 0.3038002 1.6098716 0.0000000 0.1959751
49 2.05083801 1.5190011 1.8781836 1.2517611 0.0000000
50 1.14846929 0.0000000 2.4148074 0.0000000 0.0000000
51 2.13287153 0.3038002 0.8049358 0.3129403 0.1959751
52 2.54303913 2.7342020 0.2683119 0.0000000 0.0000000
53 2.05083801 2.7342020 2.4148074 0.3129403 1.7637758
54 1.23050281 0.0000000 0.0000000 0.0000000 0.1959751
55 1.23050281 0.0000000 0.5366239 1.8776416 0.0000000
56 1.39456985 0.0000000 0.2683119 0.0000000 0.9798754
57 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
58 4.67591066 0.0000000 0.5366239 1.2517611 0.0000000
59 0.16406704 0.0000000 0.0000000 0.0000000 0.1959751
60 2.29693857 0.0000000 0.0000000 0.3129403 0.1959751
61 0.73830168 0.0000000 0.8049358 0.0000000 0.9798754
62 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
63 0.41016760 0.0000000 0.2683119 0.6258805 1.5678007
64 1.31253633 0.0000000 0.5366239 0.0000000 2.1557260
65 0.32813408 0.0000000 0.5366239 0.0000000 4.8993772
66 1.72270393 0.0000000 0.2683119 0.0000000 1.7637758
67 0.90236872 0.0000000 0.0000000 0.0000000 6.4671779
68 0.00000000 0.0000000 0.8049358 0.0000000 3.3315765
69 0.49220112 0.9114007 0.0000000 1.2517611 0.5879253
70 1.31253633 0.3038002 1.8781836 0.3129403 2.7436512
      Brachy     PHTH      HPAV      RARD      SSTR   Protopl      MEGR MPRO
1  1.8344317 2.836985 0.8859554 0.8544020 1.2272306 0.6234409 0.8676562    2
2  0.2158155 3.971779 2.8350573 0.0000000 3.6816917 0.0000000 0.8676562    2
3  0.4316310 1.702191 0.1771911 0.2848007 1.2272306 0.0000000 0.6507422    0
4  2.4818782 3.971779 1.7719108 0.5696014 1.2272306 0.0000000 0.8676562    0
5  0.5395387 4.539176 2.3034841 2.5632061 0.0000000 8.1047313 0.0000000    0
6  2.0502472 3.971779 0.8859554 2.5632061 1.8408458 1.2468817 0.6507422    0
7  1.8344317 1.702191 1.4175286 0.5696014 1.8408458 0.0000000 0.6507422    0
8  0.5395387 2.269588 1.4175286 0.5696014 0.6136153 1.2468817 0.6507422    0
9  0.3237232 1.702191 0.3543822 0.5696014 0.6136153 0.6234409 2.6029686    0
10 2.3739705 2.269588 0.8859554 0.8544020 0.0000000 0.0000000 0.0000000    0
11 3.8846790 3.971779 6.2016878 2.5632061 0.0000000 1.2468817 1.0845703    0
12 3.0214170 1.134794 2.1262930 3.7024088 0.0000000 0.0000000 0.2169141    0
13 0.3237232 1.134794 0.7087643 3.4176081 0.0000000 0.0000000 0.4338281    0
14 4.4242177 2.836985 2.1262930 0.0000000 1.2272306 0.0000000 0.4338281    0
15 0.6474465 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 0.2169141    0
16 0.7553542 1.134794 0.5315732 0.5696014 0.0000000 0.0000000 0.6507422    0
17 0.9711697 0.000000 0.1771911 0.5696014 0.0000000 0.0000000 0.4338281    0
18 2.0502472 1.702191 1.2403376 0.0000000 0.0000000 0.0000000 0.4338281    0
19 1.2948930 1.134794 1.7719108 0.2848007 0.0000000 0.0000000 0.8676562    1
20 0.3237232 0.567397 1.2403376 0.2848007 0.0000000 0.0000000 3.6875389    0
21 0.5395387 1.134794 1.4175286 0.5696014 0.0000000 0.0000000 0.6507422    0
22 0.4316310 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.2169141    0
23 2.0502472 0.000000 1.4175286 0.0000000 0.0000000 0.6234409 0.8676562    0
24 0.4316310 0.000000 0.1771911 1.1392027 0.0000000 0.0000000 0.8676562    1
25 1.2948930 2.269588 2.6578662 0.5696014 0.0000000 0.6234409 0.0000000    1
26 0.6474465 0.000000 0.7087643 0.2848007 0.0000000 0.0000000 0.2169141    0
27 0.4316310 2.269588 0.7087643 0.8544020 0.0000000 0.0000000 0.4338281    0
28 0.9711697 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.2169141    0
29 4.5321255 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 0.2169141    0
30 2.1581550 0.567397 0.3543822 0.0000000 0.0000000 0.0000000 1.5183984    1
31 1.2948930 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
32 0.4316310 0.000000 1.5947197 0.0000000 0.0000000 0.0000000 1.0845703    0
33 4.1004945 0.000000 3.0122484 0.0000000 0.0000000 0.0000000 0.4338281    0
34 0.5395387 0.000000 2.4806751 0.0000000 0.0000000 0.0000000 0.2169141    0
35 0.3237232 0.000000 0.0000000 0.0000000 0.0000000 0.6234409 0.2169141    2
36 0.3237232 0.567397 0.3543822 0.0000000 0.0000000 0.6234409 0.6507422    0
37 0.3237232 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.4338281    0
38 0.8632620 0.000000 1.0631465 0.0000000 0.0000000 0.0000000 3.2537108    0
39 0.0000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
40 0.1079077 0.000000 5.4929235 0.0000000 0.0000000 0.0000000 0.0000000    0
41 0.2158155 0.000000 1.7719108 0.0000000 0.0000000 0.0000000 0.0000000    0
42 0.0000000 0.000000 2.1262930 0.0000000 0.0000000 0.0000000 0.0000000    0
43 0.5395387 0.000000 0.3543822 0.0000000 0.0000000 0.0000000 3.4706248    0
44 0.0000000 0.000000 0.3543822 0.0000000 0.0000000 0.0000000 1.0845703    0
45 1.1869852 0.000000 1.4175286 0.0000000 0.0000000 0.0000000 0.0000000    0
46 0.4316310 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.4338281    0
47 0.0000000 0.000000 1.4175286 0.0000000 0.0000000 0.6234409 0.0000000    0
48 0.0000000 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
49 1.0790775 0.000000 2.4806751 0.0000000 0.0000000 0.0000000 0.4338281    0
50 0.4316310 0.000000 6.5560700 0.0000000 0.0000000 0.0000000 0.0000000    0
51 0.2158155 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
52 0.3237232 0.000000 0.7087643 0.0000000 0.0000000 0.0000000 0.0000000    0
53 0.3237232 0.000000 3.0122484 0.0000000 0.0000000 0.0000000 0.0000000    0
54 0.2158155 0.000000 1.2403376 0.0000000 0.0000000 0.0000000 0.0000000    0
55 0.1079077 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
56 0.1079077 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
57 0.0000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
58 0.0000000 0.000000 2.1262930 0.0000000 0.0000000 0.0000000 0.0000000    1
59 0.1079077 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000    0
60 0.1079077 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
61 0.6474465 0.000000 1.5947197 0.0000000 0.0000000 0.0000000 0.0000000    0
62 0.3237232 0.000000 0.8859554 0.0000000 0.0000000 0.0000000 0.0000000    0
63 2.0502472 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
64 0.3237232 0.000000 2.8350573 0.0000000 0.0000000 0.0000000 0.0000000    0
65 0.4316310 0.000000 1.7719108 0.0000000 0.0000000 0.0000000 0.0000000    0
66 0.8632620 0.000000 3.1894395 0.0000000 0.0000000 0.0000000 0.0000000    0
67 0.4316310 0.000000 0.5315732 0.0000000 0.0000000 0.0000000 0.0000000    0
68 0.6474465 0.000000 3.8982038 0.0000000 0.0000000 0.0000000 0.0000000    0
69 2.1581550 1.134794 0.7087643 0.0000000 0.0000000 0.0000000 0.0000000    0
70 0.5395387 0.000000 1.9491019 0.0000000 0.0000000 0.0000000 0.0000000    0
        TVIE      HMIN     HMIN2      NPRA      TVEL      ONOV      SUCT
1  0.8446893 0.1156922 1.1015263 0.4371805 2.9938291 0.4013809 1.1364265
2  0.0000000 0.0000000 0.2753816 1.3115415 3.6982595 2.7093209 1.5152353
3  0.0000000 0.0000000 1.6522895 1.3115415 3.5221519 1.7058687 1.2626961
4  0.4223446 0.2313844 2.7538159 0.0000000 3.1699367 4.7162252 2.1465834
5  0.0000000 0.3470765 3.8553422 1.3115415 5.6354430 4.3148444 3.4092795
6  0.0000000 2.3138437 4.4061054 0.8743610 2.2893987 3.8131183 4.9245148
7  0.0000000 2.1981515 0.8261448 0.0000000 3.8743671 2.7093209 4.6719756
8  0.0000000 0.1156922 1.1015263 4.3718050 2.1132911 2.5086304 3.2830099
9  0.0000000 0.0000000 0.8261448 3.9346245 3.5221519 0.8027617 2.3991226
10 0.0000000 1.2726140 1.1015263 2.1859025 2.8177215 3.3113922 3.6618187
11 0.0000000 0.0000000 1.6522895 0.4371805 7.3965189 1.7058687 1.8940442
12 0.0000000 1.2726140 0.2753816 0.8743610 4.7549050 3.4117374 7.4499070
13 0.0000000 0.1156922 0.2753816 0.8743610 1.9371835 5.7196774 7.9549854
14 0.0000000 2.7766124 5.5076317 1.3115415 3.3460443 6.1210583 2.5253922
15 0.0000000 0.0000000 1.3769079 0.4371805 3.6982595 0.7024165 0.8838873
16 0.0000000 0.1156922 0.0000000 2.6230830 3.3460443 0.8027617 3.7880883
17 0.0000000 0.2313844 0.2753816 1.3115415 4.2265823 0.9031070 3.9143579
18 0.0000000 1.1569218 1.1015263 0.0000000 1.5849683 3.2110470 2.0203138
19 0.0000000 1.8510749 1.3769079 0.8743610 0.8805380 1.4048330 2.2728530
20 0.0000000 1.5039984 1.9276711 3.0602635 4.4026898 5.1176061 1.5152353
21 0.0000000 2.7766124 0.0000000 0.4371805 1.9371835 2.0069043 3.9143579
22 0.0000000 2.8923046 0.5507632 0.4371805 3.1699367 6.9238200 4.7982452
23 0.0000000 0.0000000 0.8261448 0.4371805 0.8805380 0.3010357 2.5253922
24 0.0000000 0.4627687 0.0000000 0.0000000 3.8743671 1.3044878 2.3991226
25 0.0000000 0.1156922 0.5507632 0.4371805 6.6920886 0.5017261 4.0406275
26 0.0000000 0.0000000 0.5507632 0.4371805 4.2265823 2.7093209 4.4194364
27 0.4223446 1.9667671 0.0000000 3.9346245 3.5221519 6.6227844 2.2728530
28 1.2670339 0.0000000 0.0000000 0.4371805 3.6982595 0.9031070 3.7880883
29 0.0000000 0.0000000 0.0000000 0.0000000 3.6982595 1.2041426 3.0304706
30 0.0000000 0.0000000 0.0000000 0.4371805 1.0566456 0.6020713 1.2626961
31 0.4223446 0.1156922 0.0000000 0.0000000 1.5849683 1.1037974 2.5253922
32 0.0000000 0.5784609 2.4784343 0.8743610 0.3522152 1.7058687 2.2728530
33 0.0000000 0.1156922 0.0000000 0.0000000 1.4088608 1.5051783 1.2626961
34 0.4223446 1.2726140 1.1015263 0.8743610 3.8743671 3.9134635 7.0710982
35 0.0000000 3.0079968 0.0000000 0.0000000 0.3522152 2.9100113 2.6516618
36 0.0000000 2.3138437 0.0000000 0.0000000 0.5283228 1.2041426 2.9042010
37 0.0000000 4.1649186 0.0000000 0.0000000 0.0000000 2.2075948 3.0304706
38 1.6893786 0.0000000 0.0000000 0.0000000 0.0000000 0.9031070 0.2525392
39 0.0000000 0.0000000 0.0000000 0.4371805 0.8805380 0.8027617 1.5152353
40 0.0000000 0.3470765 0.0000000 0.4371805 0.0000000 0.6020713 1.2626961
41 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.5017261 0.2525392
42 0.0000000 0.0000000 0.0000000 0.4371805 0.0000000 0.5017261 0.8838873
43 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.7024165 0.5050784
44 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
45 0.4223446 0.1156922 0.0000000 1.7487220 0.1761076 0.6020713 0.7576177
46 0.4223446 1.3883062 0.0000000 0.8743610 0.0000000 2.2075948 3.5355491
47 0.0000000 2.0824593 0.0000000 0.4371805 0.0000000 2.0069043 3.0304706
48 0.0000000 0.1156922 0.0000000 0.0000000 0.0000000 1.0034522 0.1262696
49 0.0000000 0.1156922 0.0000000 3.0602635 0.0000000 0.7024165 2.1465834
50 0.8446893 0.0000000 0.0000000 0.4371805 0.0000000 0.8027617 1.3889657
51 1.2670339 0.0000000 0.0000000 0.8743610 0.0000000 0.3010357 1.0101569
52 0.8446893 0.0000000 0.0000000 0.0000000 0.0000000 0.5017261 0.3788088
53 0.8446893 0.0000000 0.0000000 0.4371805 0.0000000 0.5017261 1.2626961
54 0.0000000 0.0000000 0.0000000 0.4371805 0.0000000 0.0000000 0.1262696
55 0.0000000 0.0000000 0.0000000 2.1859025 0.0000000 0.3010357 0.6313481
56 1.2670339 0.0000000 0.0000000 0.8743610 0.0000000 0.0000000 0.6313481
57 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
58 0.0000000 0.2313844 0.0000000 0.0000000 0.0000000 1.2041426 1.1364265
59 0.8446893 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1262696
60 2.9564125 0.0000000 0.0000000 0.0000000 0.0000000 0.4013809 1.1364265
61 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1003452 0.1262696
62 0.4223446 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.1262696
63 0.8446893 0.0000000 0.0000000 0.8743610 0.0000000 0.8027617 1.6415049
64 1.2670339 0.0000000 0.0000000 1.3115415 0.0000000 0.4013809 0.5050784
65 1.6893786 0.0000000 0.0000000 0.8743610 0.0000000 1.2041426 1.0101569
66 1.6893786 0.0000000 0.0000000 2.6230830 0.0000000 1.2041426 3.1567403
67 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
68 1.2670339 0.0000000 0.0000000 1.7487220 0.0000000 0.7024165 1.1364265
69 0.0000000 0.0000000 0.0000000 1.3115415 0.5283228 7.3252009 1.7677745
70 2.1117232 0.0000000 0.0000000 0.0000000 0.0000000 1.3044878 1.5152353
          LCIL  Oribatl1  Ceratoz1      PWIL  Galumna1  Stgncrs2      HRUF
1   1.18579925 0.9054477 0.5730282 0.4167169 4.4284539 0.0000000 0.0000000
2   3.27280594 1.8108953 0.0000000 0.4167169 1.6606702 3.4903074 0.5623709
3   2.11072267 0.9054477 0.0000000 0.8334339 0.5535567 3.1024954 0.0000000
4   2.56132639 3.0181588 0.5730282 0.0000000 0.5535567 0.7756239 0.5623709
5   0.11857993 0.3018159 0.0000000 2.0835846 1.1071135 0.3878119 0.0000000
6   0.07114796 1.5090794 0.0000000 0.4167169 0.5535567 3.1024954 0.0000000
7   0.00000000 1.2072635 0.0000000 0.0000000 0.5535567 1.1634358 0.0000000
8   0.00000000 1.8108953 0.0000000 1.2501508 0.5535567 1.1634358 1.1247418
9   0.71147955 2.1127112 0.0000000 0.0000000 1.1071135 0.3878119 0.0000000
10  0.00000000 2.4145271 1.1460564 0.4167169 2.7677837 0.7756239 0.0000000
11  0.00000000 0.6036318 2.8651410 2.5003016 1.6606702 1.5512477 0.5623709
12  0.00000000 0.9054477 2.8651410 0.4167169 2.2142269 0.3878119 0.0000000
13  0.00000000 3.0181588 1.1460564 0.4167169 1.6606702 0.3878119 0.0000000
14  0.00000000 5.1308700 0.0000000 2.0835846 3.8748972 0.7756239 1.1247418
15  0.68776357 2.4145271 0.0000000 0.4167169 0.0000000 0.0000000 0.5623709
16  0.02371599 0.9054477 2.8651410 0.0000000 1.1071135 0.0000000 0.0000000
17  0.00000000 0.0000000 0.0000000 0.4167169 0.5535567 0.0000000 0.0000000
18  0.07114796 0.3018159 0.0000000 0.4167169 0.5535567 0.7756239 0.0000000
19  0.16601190 0.9054477 0.0000000 0.8334339 1.1071135 0.0000000 0.0000000
20  0.00000000 4.2254224 0.0000000 2.9170185 2.2142269 0.7756239 0.0000000
21  0.00000000 0.3018159 0.5730282 0.0000000 1.1071135 0.0000000 0.0000000
22  0.00000000 0.0000000 0.5730282 0.4167169 2.2142269 0.0000000 0.0000000
23  0.18972788 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
24  0.00000000 0.9054477 0.5730282 0.0000000 0.0000000 0.3878119 0.0000000
25  0.02371599 0.0000000 0.0000000 0.8334339 0.0000000 0.0000000 0.0000000
26  0.18972788 0.3018159 0.5730282 1.2501508 0.5535567 0.0000000 0.0000000
27  0.00000000 0.9054477 0.5730282 1.2501508 1.1071135 0.0000000 0.0000000
28  0.02371599 0.6036318 1.7190846 0.0000000 0.0000000 0.0000000 0.0000000
29  0.00000000 0.0000000 0.0000000 0.8334339 0.0000000 0.0000000 0.0000000
30  0.42688773 0.3018159 1.1460564 0.8334339 0.5535567 0.0000000 0.0000000
31  1.18579925 0.3018159 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
32  0.09486394 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
33  0.28459182 0.0000000 1.1460564 0.8334339 0.0000000 0.3878119 0.0000000
34  0.09486394 0.6036318 0.0000000 0.0000000 2.7677837 0.0000000 0.0000000
35  0.07114796 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 0.0000000
36  0.68776357 0.3018159 2.2921128 0.8334339 0.0000000 0.0000000 0.0000000
37  0.28459182 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
38  2.60875836 0.0000000 0.5730282 3.3337354 0.0000000 0.0000000 0.5623709
39  0.94863940 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
40  1.54153903 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
41  1.04350334 0.0000000 0.0000000 0.4167169 0.0000000 0.0000000 0.0000000
42  1.73126691 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
43  2.11072267 0.0000000 2.8651410 0.0000000 0.0000000 0.0000000 0.0000000
44  0.56918364 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
45  1.23323122 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
46  0.99607137 0.0000000 2.2921128 0.0000000 0.0000000 0.0000000 0.0000000
47  0.16601190 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
48  1.25694721 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 1.6871127
49  0.11857993 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
50  1.35181115 0.0000000 1.7190846 0.0000000 0.0000000 0.0000000 0.0000000
51  0.73519554 0.0000000 2.2921128 0.0000000 0.0000000 0.0000000 0.0000000
52  1.09093531 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
53  1.04350334 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
54  0.49803569 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
55  0.42688773 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
56  1.28066319 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
57  0.04743197 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
58  0.47431970 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
59  1.28066319 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
60  1.30437918 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 1.1247418
61  0.14229591 0.0000000 1.1460564 0.0000000 0.0000000 0.0000000 0.0000000
62  0.00000000 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
63  0.33202379 0.6036318 1.1460564 0.8334339 0.0000000 0.0000000 0.0000000
64  0.47431970 0.0000000 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
65  0.37945576 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
66  0.09486394 0.3018159 0.5730282 0.0000000 0.0000000 0.0000000 0.0000000
67 17.14665721 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
68  0.75891152 0.0000000 1.7190846 0.4167169 0.0000000 0.0000000 0.0000000
69  0.26087584 0.0000000 2.2921128 1.2501508 0.0000000 0.0000000 1.1247418
70  0.54546766 0.0000000 1.1460564 0.4167169 0.0000000 0.0000000 0.0000000
    Trhypch1 PPEL      NCOR      SLAT      FSET Lepidzts Eupelops Miniglmn
1  0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
2  0.1730222    1 0.8081979 1.1022171 0.8567571        1 0.000000        0
3  0.5190666    0 0.8081979 0.0000000 3.4270283        0 0.000000        0
4  0.3460444    1 1.2122968 1.1022171 5.1405425        0 0.000000        0
5  0.1730222    0 0.0000000 0.0000000 5.1405425        2 0.000000        0
6  0.6920887    0 0.4040989 0.0000000 4.2837854        0 0.000000        0
7  0.0000000    0 0.0000000 0.0000000 3.8554069        0 0.717488        0
8  0.0000000    0 0.0000000 0.0000000 2.5702713        1 0.000000        1
9  0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
10 0.0000000    0 0.0000000 1.6533257 4.2837854        0 0.717488        2
11 0.1730222    1 0.0000000 1.6533257 2.9986498        3 2.152464        0
12 0.0000000    1 0.0000000 0.0000000 2.1418927        0 2.152464        0
13 0.0000000    0 0.0000000 0.0000000 0.4283785        0 0.000000        0
14 0.1730222    2 0.0000000 4.4088685 3.4270283        1 1.434976        5
15 0.0000000    2 0.0000000 0.5511086 0.0000000        1 0.717488        1
16 0.0000000    0 0.0000000 0.0000000 0.4283785        2 1.434976        0
17 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.717488        0
18 0.0000000    0 0.0000000 1.1022171 0.8567571        0 0.717488        3
19 0.0000000    0 0.0000000 1.1022171 0.4283785        0 0.717488        0
20 0.0000000    3 0.0000000 2.2044342 1.2851356        0 0.717488        2
21 0.3460444    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
22 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
23 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        1
24 0.0000000    0 0.0000000 0.0000000 1.2851356        0 0.000000        0
25 0.0000000    0 0.0000000 0.0000000 0.4283785        0 0.717488        0
26 0.0000000    0 0.0000000 0.0000000 0.8567571        0 0.000000        0
27 0.1730222    0 0.4040989 0.0000000 2.9986498        0 2.869952        1
28 0.1730222    0 1.6163957 0.0000000 0.0000000        0 0.717488        0
29 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.717488        0
30 0.1730222    0 0.4040989 0.5511086 0.4283785        0 0.717488        0
31 0.1730222    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
32 0.0000000    0 0.0000000 0.0000000 0.8567571        0 0.717488        0
33 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
34 0.3460444    0 0.4040989 0.0000000 0.8567571        1 0.000000        0
35 0.0000000    0 0.4040989 0.0000000 0.4283785        0 2.869952        0
36 0.0000000    0 0.4040989 0.0000000 1.2851356        0 0.000000        0
37 0.0000000    0 0.8081979 0.0000000 0.4283785        0 1.434976        1
38 0.6920887    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
39 0.5190666    0 0.0000000 0.0000000 0.0000000        0 2.152464        0
40 0.0000000    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
41 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
42 0.0000000    0 2.4245936 0.0000000 0.0000000        0 0.717488        0
43 2.4223106    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
44 4.8446211    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
45 0.3460444    0 2.4245936 0.0000000 0.0000000        0 0.717488        0
46 0.0000000    0 1.2122968 0.0000000 0.4283785        0 1.434976        0
47 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.717488        0
48 0.6920887    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
49 0.0000000    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
50 0.0000000    0 0.0000000 0.0000000 0.0000000        0 1.434976        0
51 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
52 0.6920887    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
53 0.3460444    0 2.4245936 0.0000000 0.0000000        0 0.000000        0
54 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
55 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
56 0.5190666    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
57 0.1730222    0 0.0000000 0.0000000 0.0000000        0 0.717488        0
58 0.0000000    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
59 5.0176433    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
60 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
61 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
62 0.0000000    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
63 0.1730222    0 0.8081979 0.0000000 0.0000000        0 0.000000        0
64 0.6920887    0 0.4040989 0.0000000 0.0000000        0 0.000000        0
65 3.9795102    1 0.4040989 0.0000000 0.0000000        0 0.000000        0
66 0.5190666    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
67 1.2111553    0 0.0000000 0.0000000 0.0000000        0 0.000000        0
68 0.1730222    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
69 3.8064880    0 2.8286925 0.0000000 0.0000000        0 0.000000        0
70 1.2111553    0 1.2122968 0.0000000 0.0000000        0 0.000000        0
         LRUG     PLAG2  Ceratoz3  Oppiminu  Trimalc2
1  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
2  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
3  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
4  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
5  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
6  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
7  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
8  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
9  0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
10 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
11 0.08203352 0.3038002 0.0000000 0.0000000 0.0000000
12 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
13 0.00000000 0.3038002 0.0000000 0.0000000 0.0000000
14 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
15 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
16 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
17 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
18 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
19 0.65626816 0.0000000 0.5366239 0.0000000 0.0000000
20 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
21 0.00000000 0.0000000 0.0000000 0.3129403 0.0000000
22 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
23 0.24610056 0.0000000 0.0000000 0.6258805 0.0000000
24 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
25 0.08203352 0.0000000 0.2683119 0.6258805 0.0000000
26 0.00000000 0.3038002 0.0000000 0.6258805 0.0000000
27 0.08203352 0.0000000 0.2683119 0.0000000 0.0000000
28 0.90236872 0.6076005 1.6098716 0.6258805 0.0000000
29 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
30 0.98440224 0.0000000 0.0000000 0.3129403 0.0000000
31 0.98440224 0.6076005 0.8049358 0.3129403 0.0000000
32 0.57423464 0.6076005 0.0000000 1.2517611 0.0000000
33 1.88677097 0.0000000 0.2683119 0.6258805 0.0000000
34 0.90236872 0.3038002 0.2683119 2.8164624 0.0000000
35 0.32813408 0.9114007 0.2683119 1.8776416 0.0000000
36 1.64067041 1.2152009 0.0000000 0.3129403 0.0000000
37 1.72270393 0.9114007 0.5366239 0.6258805 0.0000000
38 1.47660337 0.0000000 0.0000000 0.3129403 0.0000000
39 1.47660337 0.0000000 0.5366239 0.3129403 0.0000000
40 2.13287153 0.0000000 1.6098716 1.5647013 0.0000000
41 1.06643576 0.0000000 0.2683119 0.3129403 0.0000000
42 2.54303913 0.0000000 0.8049358 0.0000000 0.0000000
43 0.24610056 0.0000000 0.0000000 0.3129403 0.1959751
44 0.08203352 0.0000000 0.0000000 0.0000000 0.0000000
45 4.26574306 0.6076005 0.2683119 0.9388208 0.0000000
46 1.55863689 0.9114007 0.0000000 1.5647013 0.0000000
47 2.78913969 0.6076005 0.2683119 0.6258805 0.0000000
48 2.37897209 0.3038002 1.6098716 0.0000000 0.1959751
49 2.05083801 1.5190011 1.8781836 1.2517611 0.0000000
50 1.14846929 0.0000000 2.4148074 0.0000000 0.0000000
51 2.13287153 0.3038002 0.8049358 0.3129403 0.1959751
52 2.54303913 2.7342020 0.2683119 0.0000000 0.0000000
53 2.05083801 2.7342020 2.4148074 0.3129403 1.7637758
54 1.23050281 0.0000000 0.0000000 0.0000000 0.1959751
55 1.23050281 0.0000000 0.5366239 1.8776416 0.0000000
56 1.39456985 0.0000000 0.2683119 0.0000000 0.9798754
57 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
58 4.67591066 0.0000000 0.5366239 1.2517611 0.0000000
59 0.16406704 0.0000000 0.0000000 0.0000000 0.1959751
60 2.29693857 0.0000000 0.0000000 0.3129403 0.1959751
61 0.73830168 0.0000000 0.8049358 0.0000000 0.9798754
62 0.16406704 0.0000000 0.0000000 0.0000000 0.0000000
63 0.41016760 0.0000000 0.2683119 0.6258805 1.5678007
64 1.31253633 0.0000000 0.5366239 0.0000000 2.1557260
65 0.32813408 0.0000000 0.5366239 0.0000000 4.8993772
66 1.72270393 0.0000000 0.2683119 0.0000000 1.7637758
67 0.90236872 0.0000000 0.0000000 0.0000000 6.4671779
68 0.00000000 0.0000000 0.8049358 0.0000000 3.3315765
69 0.49220112 0.9114007 0.0000000 1.2517611 0.5879253
70 1.31253633 0.3038002 1.8781836 0.3129403 2.7436512

***VECTORS

        CA1      CA2     r2
A1 0.998160 0.060614 0.3104

***FACTORS:

Centroids:
              CA1     CA2
Moisture1 -0.7484 -0.1423
Moisture2 -0.4652 -0.2156
Moisture4  0.1827 -0.7315
Moisture5  1.1143  0.5708

Goodness of fit:
             r2
Moisture 0.4113



***VECTORS

        CA1      CA2     r2
A1 0.998160 0.060614 0.3104

***FACTORS:

Centroids:
              CA1     CA2
Moisture1 -0.7484 -0.1423
Moisture2 -0.4652 -0.2156
Moisture4  0.1827 -0.7315
Moisture5  1.1143  0.5708

Goodness of fit:
             r2
Moisture 0.4113



***VECTORS

        CA1      CA2     r2
A1 0.998160 0.060614 0.3104

***FACTORS:

Centroids:
              CA1     CA2
Moisture1 -0.7484 -0.1423
Moisture2 -0.4652 -0.2156
Moisture4  0.1827 -0.7315
Moisture5  1.1143  0.5708

Goodness of fit:
             r2
Moisture 0.4113


multipart object

Call: multipart(formula = mite ~ ., data = levsm, index = "renyi",
scales = 1, nsimul = 19)

nullmodel method 'r2dtable' with 19 simulations
options:  index renyi, scales 1, global FALSE
alternative hypothesis: statistic is less or greater than simulated values

        statistic      SES     mean     2.5%      50%   97.5% Pr(sim.)  
alpha.1    8.0555  -76.366 12.17977 12.08985 12.18615 12.2739     0.05 *
alpha.2   11.2353  -84.294 14.08618 14.02983 14.08466 14.1431     0.05 *
alpha.3   12.0064 -295.555 14.13553 14.12426 14.13629 14.1462     0.05 *
gamma     14.1603    0.000 14.16027 14.16027 14.16027 14.1603     1.00  
beta.1     1.3568   30.714  1.15972  1.14913  1.15984  1.1670     0.05 *
beta.2     1.0710   29.762  1.00350  0.99959  1.00370  1.0076     0.05 *
beta.3     1.1794  347.943  1.00175  1.00099  1.00170  1.0025     0.05 *
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
multipart object

Call: multipart(formula = mite ~ ., data = levsm, index = "renyi",
scales = 1, nsimul = 19)

nullmodel method 'r2dtable' with 19 simulations
options:  index renyi, scales 1, global FALSE
alternative hypothesis: statistic is less or greater than simulated values

        statistic      SES    mean    2.5%     50%   97.5% Pr(sim.)  
alpha.1    8.0555  -49.967 12.1884 12.0615 12.1791 12.3455     0.05 *
alpha.2   11.2353  -81.867 14.0855 14.0076 14.0874 14.1320     0.05 *
alpha.3   12.0064 -395.264 14.1373 14.1269 14.1384 14.1451     0.05 *
gamma     14.1603    0.000 14.1603 14.1603 14.1603 14.1603     1.00  
beta.1     1.3568   23.797  1.1589  1.1446  1.1618  1.1715     0.05 *
beta.2     1.0710   28.544  1.0037  1.0002  1.0034  1.0088     0.05 *
beta.3     1.1794  465.308  1.0016  1.0011  1.0015  1.0024     0.05 *
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
multipart object

Call: multipart(formula = mite ~ ., data = ., index = "renyi", scales =
1, nsimul = 19)

nullmodel method 'r2dtable' with 19 simulations
options:  index renyi, scales 1, global FALSE
alternative hypothesis: statistic is less or greater than simulated values

        statistic      SES    mean    2.5%     50%   97.5% Pr(sim.)  
alpha.1    8.0555  -56.663 12.1966 12.0746 12.2056 12.3362     0.05 *
alpha.2   11.2353 -115.251 14.0768 14.0446 14.0710 14.1239     0.05 *
alpha.3   12.0064 -321.677 14.1325 14.1208 14.1330 14.1444     0.05 *
gamma     14.1603    0.000 14.1603 14.1603 14.1603 14.1603     1.00  
beta.1     1.3568   27.677  1.1571  1.1431  1.1571  1.1679     0.05 *
beta.2     1.0710   38.525  1.0040  1.0007  1.0044  1.0065     0.05 *
beta.3     1.1794  378.645  1.0020  1.0011  1.0019  1.0028     0.05 *
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Family: gaussian 
Link function: identity 

Formula:
y ~ s(x1, x2, k = 10, bs = "tp", fx = FALSE)

Estimated degrees of freedom:
4.87  total = 5.87 

REML score: 93.69843     

Family: gaussian 
Link function: identity 

Formula:
y ~ s(x1, x2, k = 10, bs = "tp", fx = FALSE)

Estimated degrees of freedom:
4.87  total = 5.87 

REML score: 93.69843     

Family: gaussian 
Link function: identity 

Formula:
y ~ s(x1, x2, k = 10, bs = "tp", fx = FALSE)

Estimated degrees of freedom:
4.87  total = 5.87 

REML score: 93.69843     

intubate documentation built on May 2, 2019, 2:46 p.m.