Get horizon data from SoilProfileCollection. Result is returned in the same data.frame class used to initially construct the SoilProfileCollection.

Horizon data in an object inheriting from data.frame can easily be added via merge (LEFT JOIN). There must be one or more same-named columns (with at least some matching data) on the left and right hand side to facilitate the join: horizons(spc) <- newdata

# S4 method for SoilProfileCollection
horizons(object)

horizons(object) <- value

Arguments

object

A SoilProfileCollection

value

An object inheriting data.frame

Examples


# load test data
data(sp2)

# promote to SPC
depths(sp2) <- id ~ top + bottom

# assign true to surface horizon
newdata <- data.frame(top = 0,
                      newvalue = TRUE)

# do left join
horizons(sp2) <- newdata

# inspect site table: newvalue TRUE only for horizons
#  with top depth equal to zero
horizons(sp2)
#>     top     id         surface bottom bound_distinct bound_topography  name
#> 1     0  hon-1        holocene     12              A                S     A
#> 2    12  hon-1        holocene     16              A                S   2A1
#> 3    16  hon-1        holocene     25              C                S   2A2
#> 4    25  hon-1        holocene     49              C                S   2AC
#> 5    49  hon-1        holocene     85              C                S    2C
#> 6    85  hon-1        holocene     95              A                S   3C1
#> 7    95  hon-1        holocene    122           <NA>             <NA>   3C2
#> 8   122  hon-1        holocene    140           <NA>             <NA>   4C1
#> 9   140  hon-1        holocene    170           <NA>             <NA>   4C2
#> 10    0 hon-10   lower modesto     22              C                W    Ap
#> 11   22 hon-10   lower modesto     40              G                S    BA
#> 12   40 hon-10   lower modesto     86              G                S   Bt1
#> 13   86 hon-10   lower modesto    132              C                S   Bt2
#> 14  132 hon-10   lower modesto    150              C                S    BC
#> 15  150 hon-10   lower modesto    205              A                W     C
#> 16  205 hon-10   lower modesto    225           <NA>             <NA>    2C
#> 17    0 hon-11   lower modesto     18              A                W    Ap
#> 18   18 hon-11   lower modesto     45              G                S    BA
#> 19   45 hon-11   lower modesto     94              G                S   Bt1
#> 20   94 hon-11   lower modesto    125              C                W   Bt2
#> 21  125 hon-11   lower modesto    145              G                W    BC
#> 22  145 hon-11   lower modesto    179              A                W     C
#> 23  179 hon-11   lower modesto    220           <NA>             <NA>    2C
#> 24    0 hon-13   upper modesto     24              A                S    Ap
#> 25   24 hon-13   upper modesto     33              C                S    BA
#> 26   33 hon-13   upper modesto     50              C                S  BAt1
#> 27   50 hon-13   upper modesto     62              C                S  BAt2
#> 28   62 hon-13   upper modesto     86              C                S   Bt1
#> 29   86 hon-13   upper modesto    102              C                S   Bt2
#> 30  102 hon-13   upper modesto    123              C                S   Bt3
#> 31  123 hon-13   upper modesto    157              G                W   BCt
#> 32  157 hon-13   upper modesto    208           <NA>             <NA> 2BCt1
#> 33  208 hon-13   upper modesto    245              G                W 2BCt2
#> 34  245 hon-13   upper modesto    266              D                W 2BCt3
#> 35  266 hon-13   upper modesto    301           <NA>             <NA>   2CB
#> 36    0 hon-14   upper modesto     28              A                S    Ap
#> 37   28 hon-14   upper modesto     39              C                S    BA
#> 38   39 hon-14   upper modesto     59              C                S  BAt1
#> 39   59 hon-14   upper modesto     76              C                S  BAt2
#> 40   76 hon-14   upper modesto    111              C                W   Bt1
#> 41  111 hon-14   upper modesto    126              C                W   Bt2
#> 42  126 hon-14   upper modesto    150              G                W 2BCt1
#> 43  150 hon-14   upper modesto    200              G                W 2BCt2
#> 44  200 hon-14   upper modesto    260              D                W 2BCt3
#> 45  260 hon-14   upper modesto    320           <NA>             <NA>   2CB
#> 46    0 hon-17 lower riverbank     18              C                W   Ap1
#> 47   18 hon-17 lower riverbank     24              A                W   Ap2
#> 48   24 hon-17 lower riverbank     76              G                W    BA
#> 49   76 hon-17 lower riverbank    100              G                W   Bt1
#> 50  100 hon-17 lower riverbank    160              C                W   Bt2
#> 51  160 hon-17 lower riverbank    201              G                W  2BCt
#> 52  201 hon-17 lower riverbank    208              C                S  3BCt
#> 53  208 hon-17 lower riverbank    295           <NA>             <NA>  4BCt
#> 54    0 hon-18 lower riverbank     19              C                W   Ap1
#> 55   19 hon-18 lower riverbank     30              A                W   Ap2
#> 56   30 hon-18 lower riverbank     90              G                W    BA
#> 57   90 hon-18 lower riverbank    113              C                W   Bt1
#> 58  113 hon-18 lower riverbank    170              G                W   Bt2
#> 59  170 hon-18 lower riverbank    190              C                W  2BCt
#> 60  190 hon-18 lower riverbank    240              C                S  3BCt
#> 61  240 hon-18 lower riverbank    300           <NA>             <NA>  4BCt
#> 62    0 hon-19 lower riverbank      7              C                W   Ap1
#> 63    7 hon-19 lower riverbank     24              A                W   Ap2
#> 64   24 hon-19 lower riverbank     63              G                W    BA
#> 65   63 hon-19 lower riverbank     91              C                W   Bt1
#> 66   91 hon-19 lower riverbank    126              G                W   Bt2
#> 67  126 hon-19 lower riverbank    176              C                W   Bt3
#> 68  176 hon-19 lower riverbank    218              C                S   BCt
#> 69  218 hon-19 lower riverbank    246              G                S 2BCt1
#> 70  246 hon-19 lower riverbank    268              G                S 2BCt2
#> 71  268 hon-19 lower riverbank    300           <NA>             <NA> 2BCt3
#> 72  300 hon-19 lower riverbank    320           <NA>             <NA>  3Cox
#> 73  320 hon-19 lower riverbank    410           <NA>             <NA>  3Cox
#> 74    0  hon-2        holocene      4              A                S    A1
#> 75    4  hon-2        holocene     32              A                W    A2
#> 76   32  hon-2        holocene     61              C                S     C
#> 77   61  hon-2        holocene     92              C                S    2C
#> 78   92  hon-2        holocene    103           <NA>             <NA>    3C
#> 79  103  hon-2        holocene    130           <NA>             <NA>    4C
#> 80    0 hon-20 lower riverbank     11              C                W   Ap1
#> 81   11 hon-20 lower riverbank     30              A                W   Ap2
#> 82   30 hon-20 lower riverbank     60              C                W    BA
#> 83   60 hon-20 lower riverbank    114              C                I   Bt1
#> 84  114 hon-20 lower riverbank    191              C                W   Bt2
#> 85  191 hon-20 lower riverbank    223              G                S 2BCt1
#> 86  223 hon-20 lower riverbank    260              G                S 2BCt2
#> 87  260 hon-20 lower riverbank    283           <NA>             <NA>   2CB
#> 88    0 hon-21    lower laguna     11              C                S     A
#> 89   11 hon-21    lower laguna     33              C                W    AB
#> 90   33 hon-21    lower laguna     46              A                W    BA
#> 91   46 hon-21    lower laguna     71              C                W   Bt1
#> 92   71 hon-21    lower laguna     93              C                W   Bt2
#> 93   93 hon-21    lower laguna    119              C                W   Bt3
#> 94  119 hon-21    lower laguna    148              G                W   Bt4
#> 95  148 hon-21    lower laguna    197              G                W  2Bt1
#> 96  197 hon-21    lower laguna    274              D                W  2Bt2
#> 97  274 hon-21    lower laguna    315              D                W   2BC
#> 98  315 hon-21    lower laguna    473              A                I   3BC
#> 99  473 hon-21    lower laguna   1300           <NA>             <NA>     C
#> 100   0 hon-22    lower laguna     23              C                W     A
#> 101  23 hon-22    lower laguna     43              C                W    AB
#> 102  43 hon-22    lower laguna     59              A                W    BA
#> 103  59 hon-22    lower laguna     89              C                W   Bt1
#> 104  89 hon-22    lower laguna    120              C                W   Bt2
#> 105 120 hon-22    lower laguna    154              G                S   Bt3
#> 106 154 hon-22    lower laguna    207              G                S  2Bt1
#> 107 207 hon-22    lower laguna    270              G                W  2Bt2
#> 108 270 hon-22    lower laguna    342              G                W  2BCt
#> 109 342 hon-22    lower laguna    455              G                W 3BCt1
#> 110 455 hon-22    lower laguna    505              A                W 3BCt2
#> 111 505 hon-22    lower laguna   1300           <NA>             <NA>     C
#> 112   0  hon-3        holocene      4              A                S    A1
#> 113   4  hon-3        holocene     16              G                S    A2
#> 114  16  hon-3        holocene     31              A                W    AC
#> 115  31  hon-3        holocene     54              A                W     C
#> 116  54  hon-3        holocene     78           <NA>             <NA>    2C
#> 117   0  hon-4        holocene     17              A                S     C
#> 118  17  hon-4        holocene     32              C                S    2A
#> 119  32  hon-4        holocene     49              C                S   2AC
#> 120  49  hon-4        holocene     86              G                S    2C
#> 121  86  hon-4        holocene    113              G                S   3C1
#> 122 113  hon-4        holocene    147           <NA>             <NA>   3C2
#> 123   0  hon-5   upper modesto     13              A                W   Ap1
#> 124  13  hon-5   upper modesto     23              C                W   Ap2
#> 125  23  hon-5   upper modesto     54              C                S    BA
#> 126  54  hon-5   upper modesto     88              C                S   Bw1
#> 127  88  hon-5   upper modesto    102              C                S   Bw2
#> 128 102  hon-5   upper modesto    141              G                S   BC1
#> 129 141  hon-5   upper modesto    180           <NA>             <NA>   BC2
#> 130   0  hon-6   upper modesto     10              A                W   Ap1
#> 131  10  hon-6   upper modesto     22              C                W   Ap2
#> 132  22  hon-6   upper modesto     43              C                S    BA
#> 133  43  hon-6   upper modesto     91              C                S   Bw1
#> 134  91  hon-6   upper modesto    118              C                S   Bw2
#> 135 118  hon-6   upper modesto    157              G                S   BC1
#> 136 157  hon-6   upper modesto    184           <NA>             <NA>   BC2
#> 137   0  hon-7   upper modesto      8              C                S   Ap1
#> 138   8  hon-7   upper modesto     30              C                S   Ap2
#> 139  30  hon-7   upper modesto     54              G                S    BA
#> 140  54  hon-7   upper modesto     88              G                S   Bw1
#> 141  88  hon-7   upper modesto    118              G                S   Bw2
#> 142 118  hon-7   upper modesto    180              C                S    BC
#> 143 180  hon-7   upper modesto    230           <NA>             <NA>   2BC
#> 144 230  hon-7   upper modesto    290           <NA>             <NA>  3Cox
#> 145 290  hon-7   upper modesto    340           <NA>             <NA>  4Cox
#> 146 340  hon-7   upper modesto    370           <NA>             <NA>   4Cn
#> 147   0  hon-8   upper modesto      7              A                S  Ap-1
#> 148   7  hon-8   upper modesto     34              C                S  Ap-2
#> 149  34  hon-8   upper modesto     57              C                S    BA
#> 150  57  hon-8   upper modesto     90              C                W  Bw-1
#> 151  90  hon-8   upper modesto    126              G                S  Bw-2
#> 152 126  hon-8   upper modesto    191              G                S   BC1
#> 153 191  hon-8   upper modesto    240           <NA>             <NA>   BC2
#> 154 240  hon-8   upper modesto    390           <NA>             <NA>  2Cox
#>      texture prop structure_grade structure_size structure_type stickiness
#> 1          L   16               1              F             GR         SS
#> 2        sil   17               1              F             GR         SS
#> 3          L   16               1              F             GR         SS
#> 4          L   16               0           <NA>             MA         SS
#> 5          L   13              NA           <NA>             MA         SS
#> 6         sl   11              NA           <NA>             MA         SO
#> 7         sl   12              NA           <NA>             MA         SO
#> 8       <NA>   11              NA           <NA>           <NA>       <NA>
#> 9       <NA>   13              NA           <NA>           <NA>       <NA>
#> 10      sgsl   11               1             CO            SBK         SS
#> 11      sgsl   12              NA           <NA>             MA         SO
#> 12      sgsl   12               2           <NA>             MA         SS
#> 13      sgsl   14               2           <NA>             MA         SS
#> 14      sgsl   11               2           <NA>             MA         SS
#> 15      sgsl    8              NA           <NA>             MA         SO
#> 16       fsl    8              NA           <NA>             MA         SO
#> 17      sgsl   14               1              M            SBK         SS
#> 18      sgsl   12              NA           <NA>             MA         SS
#> 19      sgsl   13               2           <NA>             MA         SS
#> 20      sgsl   15               2           <NA>             MA         MS
#> 21      sgsl   11               2           <NA>             MA         SS
#> 22      sgsl   10              NA           <NA>             MA         SO
#> 23       sil    8              NA           <NA>             MA         SS
#> 24       sil   17              NA           <NA>            CDY         SS
#> 25     sil-l   20              NA           <NA>             MA         SS
#> 26     sil-l   23               2           <NA>             MA         SS
#> 27        l+   26               2              M             PR         MS
#> 28        c-   43               3              M             PR         VS
#> 29       SIC   51               3           <NA>             MA         VS
#> 30      SIC-   42               3              M            ABK         MS
#> 31      sicl   34               3              M            ABK         SS
#> 32      <NA>   26              NA           <NA>           <NA>       <NA>
#> 33        cl   24              NA           <NA>             MA         SS
#> 34      scl-   21              NA           <NA>             MA         SS
#> 35        sl   17              NA           <NA>             MA         SO
#> 36       sil   16              NA           <NA>             MA         SS
#> 37       sil   22              NA           <NA>             MA         SS
#> 38       sil   23               2              M            SBK         SS
#> 39        cl   30               2              F             PR         MS
#> 40       SIC   45               3              M             PR         VS
#> 41        cl   37               3              M            ABK         MS
#> 42        cl   34               3              M            ABK         MS
#> 43   cl-sicl   30               2           <NA>             MA         SS
#> 44       cl-   27              NA           <NA>             MA         SS
#> 45      scl-   23              NA           <NA>             MA         SO
#> 46         l   18              NA           <NA>            CDY         SS
#> 47         l   18              NA           <NA>             MA         SS
#> 48       cl-   27               2              M             MA         MS
#> 49        cl   30               2           <NA>             MA         MS
#> 50        cl   33               2              F             PR         MS
#> 51       scl   25              NA           <NA>             MA         MS
#> 52       cl-   27              NA           <NA>             MA         MS
#> 53     vgscl   21              NA           <NA>             MA         MS
#> 54         l   17               2              M            SBK         SS
#> 55         l   17              NA           <NA>             MA       <NA>
#> 56         L   26               2             VF           <NA>         MS
#> 57        cl   29               2           <NA>             MA         MS
#> 58      sicl   34               3              M             PR         VS
#> 59        CL   28              NA           <NA>             MA         MS
#> 60        CL   29              NA           <NA>             MA         MS
#> 61    GRVSCL   21              NA           <NA>             MA         SS
#> 62         l   16              NA           <NA>            CDY         SO
#> 63         l   19              NA           <NA>             MA         SO
#> 64        l+   24               2              M            SBK         SS
#> 65        l+   24               2           <NA>             MA         MS
#> 66        cl   33               3              M             PR         MS
#> 67        cl   34               3              F             MA         MS
#> 68      scl-   27               2              M            ABK         SS
#> 69      sgsl   20              NA           <NA>             MA         SS
#> 70      sgsl   15              NA           <NA>             MA         SS
#> 71         l   14              NA           <NA>             MA         SO
#> 72      <NA>   11              NA           <NA>           <NA>       <NA>
#> 73      <NA>   13              NA           <NA>           <NA>       <NA>
#> 74       sil   20               2              F             GR         SS
#> 75     sil-1   20              NA           <NA>             MA         SS
#> 76         L   13              NA           <NA>             MA         SO
#> 77      L-sl   13              NA           <NA>             MA         SS
#> 78         L   16              NA           <NA>             MA         SS
#> 79      <NA>   16              NA           <NA>           <NA>       <NA>
#> 80         l   17              NA           <NA>            CDY         SO
#> 81         l   18              NA           <NA>             MA         SO
#> 82        l+   24               2             VF             MA         SS
#> 83        l+   25               2           <NA>             MA         SS
#> 84        cl   33               3              M             PR         MS
#> 85    sgscl-   22               2             CO            ABK         SS
#> 86     sgsl+   18              NA           <NA>            SGR         SS
#> 87        sl   11              NA           <NA>             MA         SO
#> 88       sl+   18               2             CO            SBK         SO
#> 89       scl   25               2             CO            SBK         SO
#> 90  sgscl-cl   30               2           <NA>             MA         SS
#> 91       sgc   51               3           <NA>             MA         MS
#> 92       sgc   55               1              F             PR         MS
#> 93       sgc   51               1              M             PR         MS
#> 94       sgc   48               1              M             PR         MS
#> 95       grc   45               3           <NA>             MA         SS
#> 96      grcl   35               2           <NA>             MA         SS
#> 97      grcl   33               2           <NA>             MA         SS
#> 98   extg l+   26               2              F           <NA>         SO
#> 99        sl   12              NA           <NA>             MA         SO
#> 100     scl-   22               2             CO            SBK         SS
#> 101    sgscl   29               1              M            SBK         SS
#> 102      sgc   44               2              M            SBK         MS
#> 103      sgc   55               3           <NA>             MA         MS
#> 104      sgc   51               3              M           <NA>         MS
#> 105      sgc   51               3           <NA>             MA         MS
#> 106      grc   47               3           <NA>             MA         MS
#> 107   grcl++   39               3              F            ABK         SS
#> 108    vgscl   30               2           <NA>             MA         SS
#> 109   extgcl   23               1              F           <NA>         SS
#> 110    extg+   34               1              F           <NA>         SS
#> 111       sl   18              NA           <NA>             MA         SO
#> 112      sil   24               2              F             GR         SS
#> 113      sil   22               1              F             GR         SS
#> 114      sil   21               1              M           <NA>         SS
#> 115        L   13              NA           <NA>             MA         SO
#> 116        L   14              NA           <NA>             MA         SS
#> 117       sl    9              NA           <NA>            SGR         SO
#> 118        L   16               2              F             GR         SS
#> 119      sil   17              NA           <NA>             MA         SS
#> 120        L   15              NA           <NA>             MA         SS
#> 121       sl   11              NA           <NA>             MA         SO
#> 122       sl   10              NA           <NA>             MA         SO
#> 123      sil   23              NA           <NA>             MA         SS
#> 124      sil   23               2              F             GR         SS
#> 125     sil+   25              NA           <NA>             MA         SS
#> 126      sil   24               2              M           <NA>         SS
#> 127      sil   23               2              M            ABK         SS
#> 128    sil-1   22               2              M            ABK         SS
#> 129    sil-1   22               1              M            ABK         SS
#> 130      sil   23              NA              M            CDY         SS
#> 131      sil   24              NA           <NA>             MA         SS
#> 132      sil   24              NA           <NA>             MA         SS
#> 133        L   22               2              M            ABK         SS
#> 134        L   22               2              M            ABK         SS
#> 135        L   23               2              M            ABK         SS
#> 136        L   22               1              M            ABK         SS
#> 137        L   19              NA           <NA>            CDY         SS
#> 138        L   20              NA           <NA>             MA         SS
#> 139    sil-1   21              NA           <NA>             MA         SS
#> 140        L   23               2           <NA>             MA         SS
#> 141        L   21               2           <NA>             MA         SS
#> 142     <NA>   22               2           <NA>             MA         SS
#> 143    sicl-   28               1              F           <NA>         SS
#> 144     <NA>   17              NA           <NA>           <NA>       <NA>
#> 145     <NA>    8              NA           <NA>           <NA>       <NA>
#> 146     <NA>    6              NA           <NA>           <NA>       <NA>
#> 147        L   19              NA           <NA>            CDY         SO
#> 148        L   20              NA           <NA>             MA         SO
#> 149        L   23               1              M            SBK         SS
#> 150        L   21               2           <NA>             MA         SS
#> 151        L   21               1           <NA>            SGR         SS
#> 152        L   23               2           <NA>             MA         SS
#> 153    L-sil   19               1           <NA>            SGR         SS
#> 154     <NA>    5              NA           <NA>           <NA>       <NA>
#>     plasticity field_ph     hue value chroma         r         g          b
#> 1           PO      6.5    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 2           PO      6.6    10YR   3.0    2.5        NA        NA         NA
#> 3           SP      6.5    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 4           SP      6.6   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 5           PO      6.8   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 6           PO      6.7   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 7           PO      7.0   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 8         <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 9         <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 10          PO      6.8   7.5YR   3.0    2.0 0.3433252 0.2694211 0.21692139
#> 11          PO      6.8   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 12          SP      6.8   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 13          SP      7.2 5-7.5YR   3.0    4.0        NA        NA         NA
#> 14          PO      7.2   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 15          PO      7.2   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 16          PO      7.2    2.5Y   4.0    3.0 0.4428399 0.3717701 0.24837880
#> 17          PO      6.6   7.5YR   3.0    2.0 0.3433252 0.2694211 0.21692139
#> 18          SP      7.0   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 19          SP      7.0   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 20          MP      7.1   7.5YR   3.0    4.0 0.3827022 0.2567391 0.15069361
#> 21          PO      7.2   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 22          PO      7.3   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 23          PO      7.3    2.5Y   5.0    4.0 0.5620372 0.4702857 0.29727835
#> 24          PO      5.5   7.5YR   6.0    6.0 0.7440717 0.5444687 0.34754585
#> 25          SP      6.3     5YR   4.0    4.0 0.5026314 0.3462401 0.24995558
#> 26          SP      6.5     5YR   4.0    4.0 0.5026314 0.3462401 0.24995558
#> 27          MP      6.8     5YR   4.0    5.0 0.5227043 0.3383386 0.21952529
#> 28          VP      6.8     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 29          VP      6.6     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 30          VP      7.1     5YR   4.0    5.0 0.5227043 0.3383386 0.21952529
#> 31          MP      7.1   7.5YR   4.0    6.0 0.5252055 0.3404370 0.15784923
#> 32        <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 33          SP      7.1     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 34          SP      6.9     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 35          SP      6.7     5YR   4.0    5.0 0.5227043 0.3383386 0.21952529
#> 36          PO      5.6   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 37          SP      6.1   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 38          MP      6.5     5YR   4.0    5.0 0.5227043 0.3383386 0.21952529
#> 39          MP      6.7     5YR   4.0    5.0 0.5227043 0.3383386 0.21952529
#> 40          VP      6.7     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 41          VP      7.0     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 42          MP      7.1   7.5YR   5.0    6.0 0.6373120 0.4408493 0.24846998
#> 43          SP      6.9   7.5YR   5.0    6.0 0.6373120 0.4408493 0.24846998
#> 44          SP      6.8     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 45          SP      6.8     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 46          SP      5.7     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 47          SP      5.7     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 48          SP      6.1   2.5YR   3.0    4.0 0.4047002 0.2430202 0.18367986
#> 49          SP      6.4   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 50          MP      6.6   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 51          MP      6.8   2.5YR   5.0    6.0 0.6642703 0.4232155 0.31003272
#> 52          SP      6.9     5YR   4.0    5.0 0.5227043 0.3383386 0.21952529
#> 53          SP      6.8     5YR   5.0    6.0 0.6516906 0.4320947 0.27623886
#> 54          SP      5.5     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 55        <NA>      5.5     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 56          SP      6.1   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 57          SP      6.6   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 58          MP      6.8   2.5YR   3.0    6.0 0.4468915 0.2206162 0.12794174
#> 59          MP      6.9   2.5YR   3.0    6.0 0.4468915 0.2206162 0.12794174
#> 60          MP      6.8     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 61          PO      6.8   2.5YR   4.0    6.0 0.5550868 0.3205433 0.21624665
#> 62          PO      6.3     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 63          SP      6.0     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 64          SP      6.1   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 65          MP      6.2   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 66          MP      6.6   2.5YR   3.0    6.0 0.4468915 0.2206162 0.12794174
#> 67          MP      7.0   2.5YR   3.0    6.0 0.4468915 0.2206162 0.12794174
#> 68          SP      6.9     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 69          SP      7.2     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 70          SP      7.1     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 71          PO      6.9     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 72        <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 73        <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 74          SP      5.6    10YR   3.0    2.5        NA        NA         NA
#> 75          SP      6.2    10YR   3.0    2.5        NA        NA         NA
#> 76          PO      6.8    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 77          PO      7.1    10YR   4.0    4.0 0.4765699 0.3603870 0.21438027
#> 78          SP      7.2    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 79        <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 80          PO      6.2     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 81          SP      6.2     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 82          SP      6.3     5YR   3.0    5.0 0.4134797 0.2413405 0.13580495
#> 83          MP      6.8   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 84          MP      7.1   2.5YR   3.0    6.0 0.4468915 0.2206162 0.12794174
#> 85          MP      6.8     5YR   5.0    6.0 0.6516906 0.4320947 0.27623886
#> 86          SP      6.9     5YR   4.0    6.0 0.5409717 0.3305930 0.18529327
#> 87          PO       NA   7.5YR   5.0    6.0 0.6373120 0.4408493 0.24846998
#> 88          PO      6.2   2.5YR   3.0    4.0 0.4047002 0.2430202 0.18367986
#> 89          SP      6.2   2.5YR   3.0    4.0 0.4047002 0.2430202 0.18367986
#> 90          SP      6.2   2.5YR   3.0    4.0 0.4047002 0.2430202 0.18367986
#> 91          MP      5.7    10YR   3.0    5.0 0.3814261 0.2600469 0.09577498
#> 92          MP      5.3    10YR   3.0    5.0 0.3814261 0.2600469 0.09577498
#> 93          MP      5.0    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 94          MP      4.9    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 95          MP      5.0    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 96          MP      5.3   2.5YR   3.0    6.0 0.4468915 0.2206162 0.12794174
#> 97          PO      5.7   2.5YR   3.0    6.0 0.4468915 0.2206162 0.12794174
#> 98          PO      6.1     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 99          PO      6.2   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 100         SP      6.4   2.5YR   3.0    4.0 0.4047002 0.2430202 0.18367986
#> 101         SP      6.7   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 102         MP      6.7   2.5YR   3.0    5.0 0.4268174 0.2319252 0.15787833
#> 103         MP      6.9    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 104         MP      5.9    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 105         MP      5.4    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 106         MP      5.4    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 107         MP      5.4    10YR   3.0    6.0 0.3934784 0.2558781 0.03398692
#> 108         SP      5.5   2.5YR   3.0    4.0 0.4047002 0.2430202 0.18367986
#> 109         PO      6.1     5YR   3.0    4.0 0.3940324 0.2499977 0.16682669
#> 110         PO      6.0     5YR   4.0    4.0 0.5026314 0.3462401 0.24995558
#> 111         PO      6.9     5YR   4.0    4.0 0.5026314 0.3462401 0.24995558
#> 112         SP      5.9    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 113         SP      5.8    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 114         SP      6.1    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 115         PO      7.1    10YR   4.0    3.0 0.4578366 0.3653270 0.25754623
#> 116         SP      7.0    10YR   4.0    3.0 0.4578366 0.3653270 0.25754623
#> 117         PO      6.5    10YR   4.0    3.0 0.4578366 0.3653270 0.25754623
#> 118         SP      6.9    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 119         SP      6.6    10YR   3.0    3.0 0.3522797 0.2688590 0.17574632
#> 120         SP      6.7    10YR   3.5    3.0        NA        NA         NA
#> 121         PO      6.8    10YR   4.0    3.0 0.4578366 0.3653270 0.25754623
#> 122         PO      6.7    10YR   4.0    3.0 0.4578366 0.3653270 0.25754623
#> 123         SP      6.2   7.5YR   3.0    2.0 0.3433252 0.2694211 0.21692139
#> 124         SP      6.3   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 125         SP      6.7   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 126         SP      7.0   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 127         SP      7.1   7.5YR   3.0    4.0 0.3827022 0.2567391 0.15069361
#> 128         SP      7.2   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 129         SP      7.3   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 130         SP      6.2   7.5YR   3.0    2.0 0.3433252 0.2694211 0.21692139
#> 131         SP      6.4   7.5YR   3.0    2.0 0.3433252 0.2694211 0.21692139
#> 132         SP      6.6   7.5YR   3.0    2.0 0.3433252 0.2694211 0.21692139
#> 133         SP      7.0   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 134         PO      7.0   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 135         SP      7.2   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 136         PO      7.4   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 137         SP      5.6   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 138         SP      5.7   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 139         SP      6.6   7.5YR   3.0    2.5        NA        NA         NA
#> 140         SP      7.0   7.5YR   4.0    6.0 0.5252055 0.3404370 0.15784923
#> 141         SP      7.2   7.5YR   3.0    4.0 0.3827022 0.2567391 0.15069361
#> 142         SP      7.3   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 143         SP      7.2    10YR   4.0    3.0 0.4578366 0.3653270 0.25754623
#> 144       <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 145       <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 146       <NA>       NA    <NA>    NA     NA        NA        NA         NA
#> 147         SP      5.6   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 148         MP      5.8   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 149         SP      6.3   7.5YR   3.0    3.0 0.3644985 0.2628982 0.18559713
#> 150         SP      6.8   7.5YR   3.0    4.0 0.3827022 0.2567391 0.15069361
#> 151         SP      7.1   7.5YR   3.0    4.0 0.3827022 0.2567391 0.15069361
#> 152         SP      7.3   7.5YR   4.0    4.0 0.4923909 0.3523340 0.23133285
#> 153         SP      7.3   7.5YR   4.0    3.0 0.4706220 0.3590875 0.27082863
#> 154       <NA>       NA    <NA>    NA     NA        NA        NA         NA
#>     soil_color hzID newvalue
#> 1    #5A452DFF    1     TRUE
#> 2         <NA>    2       NA
#> 3    #5A452DFF    3       NA
#> 4    #785C45FF    4       NA
#> 5    #785C45FF    5       NA
#> 6    #7E5A3BFF    6       NA
#> 7    #7E5A3BFF    7       NA
#> 8         <NA>    8       NA
#> 9         <NA>    9       NA
#> 10   #584537FF   10     TRUE
#> 11   #5D432FFF   11       NA
#> 12   #785C45FF   12       NA
#> 13        <NA>   13       NA
#> 14   #785C45FF   14       NA
#> 15   #785C45FF   15       NA
#> 16   #715F3FFF   16       NA
#> 17   #584537FF   17     TRUE
#> 18   #5D432FFF   18       NA
#> 19   #785C45FF   19       NA
#> 20   #624126FF   20       NA
#> 21   #7E5A3BFF   21       NA
#> 22   #7E5A3BFF   22       NA
#> 23   #8F784CFF   23       NA
#> 24   #BE8B59FF   24     TRUE
#> 25   #805840FF   25       NA
#> 26   #805840FF   26       NA
#> 27   #855638FF   27       NA
#> 28   #8A542FFF   28       NA
#> 29   #8A542FFF   29       NA
#> 30   #855638FF   30       NA
#> 31   #865728FF   31       NA
#> 32        <NA>   32       NA
#> 33   #8A542FFF   33       NA
#> 34   #8A542FFF   34       NA
#> 35   #855638FF   35       NA
#> 36   #7E5A3BFF   36     TRUE
#> 37   #7E5A3BFF   37       NA
#> 38   #855638FF   38       NA
#> 39   #855638FF   39       NA
#> 40   #8A542FFF   40       NA
#> 41   #8A542FFF   41       NA
#> 42   #A3703FFF   42       NA
#> 43   #A3703FFF   43       NA
#> 44   #8A542FFF   44       NA
#> 45   #8A542FFF   45       NA
#> 46   #64402BFF   46     TRUE
#> 47   #64402BFF   47       NA
#> 48   #673E2FFF   48       NA
#> 49   #6D3B28FF   49       NA
#> 50   #6D3B28FF   50       NA
#> 51   #A96C4FFF   51       NA
#> 52   #855638FF   52       NA
#> 53   #A66E46FF   53       NA
#> 54   #64402BFF   54     TRUE
#> 55   #64402BFF   55       NA
#> 56   #6D3B28FF   56       NA
#> 57   #6D3B28FF   57       NA
#> 58   #723821FF   58       NA
#> 59   #723821FF   59       NA
#> 60   #8A542FFF   60       NA
#> 61   #8E5237FF   61       NA
#> 62   #64402BFF   62     TRUE
#> 63   #64402BFF   63       NA
#> 64   #6D3B28FF   64       NA
#> 65   #6D3B28FF   65       NA
#> 66   #723821FF   66       NA
#> 67   #723821FF   67       NA
#> 68   #8A542FFF   68       NA
#> 69   #8A542FFF   69       NA
#> 70   #8A542FFF   70       NA
#> 71   #8A542FFF   71       NA
#> 72        <NA>   72       NA
#> 73        <NA>   73       NA
#> 74        <NA>   74     TRUE
#> 75        <NA>   75       NA
#> 76   #5A452DFF   76       NA
#> 77   #7A5C37FF   77       NA
#> 78   #5A452DFF   78       NA
#> 79        <NA>   79       NA
#> 80   #64402BFF   80     TRUE
#> 81   #64402BFF   81       NA
#> 82   #693E23FF   82       NA
#> 83   #6D3B28FF   83       NA
#> 84   #723821FF   84       NA
#> 85   #A66E46FF   85       NA
#> 86   #8A542FFF   86       NA
#> 87   #A3703FFF   87       NA
#> 88   #673E2FFF   88     TRUE
#> 89   #673E2FFF   89       NA
#> 90   #673E2FFF   90       NA
#> 91   #614218FF   91       NA
#> 92   #614218FF   92       NA
#> 93   #644109FF   93       NA
#> 94   #644109FF   94       NA
#> 95   #644109FF   95       NA
#> 96   #723821FF   96       NA
#> 97   #723821FF   97       NA
#> 98   #64402BFF   98       NA
#> 99   #785C45FF   99       NA
#> 100  #673E2FFF  100     TRUE
#> 101  #6D3B28FF  101       NA
#> 102  #6D3B28FF  102       NA
#> 103  #644109FF  103       NA
#> 104  #644109FF  104       NA
#> 105  #644109FF  105       NA
#> 106  #644109FF  106       NA
#> 107  #644109FF  107       NA
#> 108  #673E2FFF  108       NA
#> 109  #64402BFF  109       NA
#> 110  #805840FF  110       NA
#> 111  #805840FF  111       NA
#> 112  #5A452DFF  112     TRUE
#> 113  #5A452DFF  113       NA
#> 114  #5A452DFF  114       NA
#> 115  #755D42FF  115       NA
#> 116  #755D42FF  116       NA
#> 117  #755D42FF  117     TRUE
#> 118  #5A452DFF  118       NA
#> 119  #5A452DFF  119       NA
#> 120       <NA>  120       NA
#> 121  #755D42FF  121       NA
#> 122  #755D42FF  122       NA
#> 123  #584537FF  123     TRUE
#> 124  #5D432FFF  124       NA
#> 125  #5D432FFF  125       NA
#> 126  #5D432FFF  126       NA
#> 127  #624126FF  127       NA
#> 128  #7E5A3BFF  128       NA
#> 129  #7E5A3BFF  129       NA
#> 130  #584537FF  130     TRUE
#> 131  #584537FF  131       NA
#> 132  #584537FF  132       NA
#> 133  #5D432FFF  133       NA
#> 134  #5D432FFF  134       NA
#> 135  #7E5A3BFF  135       NA
#> 136  #7E5A3BFF  136       NA
#> 137  #5D432FFF  137     TRUE
#> 138  #5D432FFF  138       NA
#> 139       <NA>  139       NA
#> 140  #865728FF  140       NA
#> 141  #624126FF  141       NA
#> 142  #7E5A3BFF  142       NA
#> 143  #755D42FF  143       NA
#> 144       <NA>  144       NA
#> 145       <NA>  145       NA
#> 146       <NA>  146       NA
#> 147  #5D432FFF  147     TRUE
#> 148  #5D432FFF  148       NA
#> 149  #5D432FFF  149       NA
#> 150  #624126FF  150       NA
#> 151  #624126FF  151       NA
#> 152  #7E5A3BFF  152       NA
#> 153  #785C45FF  153       NA
#> 154       <NA>  154       NA