[R] histograms resulting from call to soil.texture
emorway
emorway at engr.colostate.edu
Thu Oct 21 01:03:30 CEST 2010
Hello,
Using the dataset below I produce a soil.texture plot (R code for this
included at the end). One will notice I have plotted the points based on
whether or not they are in a region called 'upstream' or 'downstream'. I'm
curious if there is a way to somehow extract counts of the number of points
(red points and blue points) falling within each classification (e.g. silty
loam, sandy clay, etc.)?
Eric
soil.dat<-read.table(textConnection("Field_Num Region Region_Num Region_Sym
Region_Col Date Location Location_Num sand silt clay
1 US 1 1 4 6/3/1999 Surface 1 26.25 52.5 21.25
1 US 1 1 4 8/8/2000 Surface 1 27.5 52.5 20
1 US 1 1 4 8/8/2000 One_Foot 2 27.5 50 22.5
1 US 1 1 4 8/8/2000 Two_Foot 3 80 20 0
1 US 1 1 4 8/8/2000 Three_Foot 4 67.5 22.5 10
1 US 1 1 4 8/8/2000 Four_Foot 5 95 0 5
2 US 1 1 4 8/8/2000 Surface 1 55 12.5 32.5
2 US 1 1 4 6/4/2001 Surface 1 48.75 43.75 7.5
2 US 1 1 4 6/1/1999 Surface 1 28 34 38
2 US 1 1 4 8/8/2000 One_Foot 2 62.5 7.5 30
2 US 1 1 4 6/4/2001 One_Foot 2 65 16.25 18.75
2 US 1 1 4 8/8/2000 Two_Foot 3 55 0 45
2 US 1 1 4 6/4/2001 Two_Foot 3 50 21.25 28.75
2 US 1 1 4 8/8/2000 Three_Foot 4 47.5 5 47.5
2 US 1 1 4 6/4/2001 Three_Foot 4 77.5 15 7.5
2 US 1 1 4 8/8/2000 Four_Foot 5 62.5 0 37.5
2 US 1 1 4 6/4/2001 Four_Foot 5 75 15 10
5 US 1 1 4 8/1/2000 Surface 1 25 36.25 38.75
5 US 1 1 4 6/9/1999 Surface 1 48.75 31.25 20
5 US 1 1 4 8/1/2000 One_Foot 2 25 40 35
5 US 1 1 4 8/1/2000 Two_Foot 3 21.13 30.99 47.89
5 US 1 1 4 8/1/2000 Three_Foot 4 37.5 25 37.5
5 US 1 1 4 8/1/2000 Four_Foot 5 37.5 25 37.5
6 US 1 1 4 5/28/2003 Surface 1 37.5 37.5 25
6 US 1 1 4 8/8/2000 Surface 1 37.5 22.5 40
6 US 1 1 4 5/31/2001 Surface 1 21.25 35 43.75
6 US 1 1 4 5/28/2003 One_Foot 2 77.5 10 12.5
6 US 1 1 4 8/8/2000 One_Foot 2 82.5 5 12.5
6 US 1 1 4 5/31/2001 One_Foot 2 61.25 21.25 17.5
6 US 1 1 4 5/28/2003 Two_Foot 3 82.5 6.25 11.25
6 US 1 1 4 8/8/2000 Two_Foot 3 85 5 10
6 US 1 1 4 5/31/2001 Two_Foot 3 76.25 15 8.75
6 US 1 1 4 5/28/2003 Three_Foot 4 85 5 10
6 US 1 1 4 8/8/2000 Three_Foot 4 72.5 7.5 20
6 US 1 1 4 5/31/2001 Three_Foot 4 68.75 16.25 15
6 US 1 1 4 5/28/2003 Four_Foot 5 67.5 18.75 13.75
6 US 1 1 4 8/8/2000 Four_Foot 5 67.5 7.5 25
6 US 1 1 4 5/31/2001 Four_Foot 5 76.25 13.75 10
6 US 1 1 4 5/28/2003 Six_Foot 6 61.25 23.75 15
7 US 1 1 4 8/4/2003 Surface 1 40 42.5 17.5
7 US 1 1 4 6/2/2003 Surface 1 41.25 46.25 12.5
7 US 1 1 4 8/8/2000 Surface 1 52.5 12.5 35
7 US 1 1 4 6/1/2001 Surface 1 40 27.5 32.5
7 US 1 1 4 8/4/2003 One_Foot 2 42.5 40 17.5
7 US 1 1 4 6/2/2003 One_Foot 2 40 48.75 11.25
7 US 1 1 4 8/8/2000 One_Foot 2 47.5 10 42.5
7 US 1 1 4 6/1/2001 One_Foot 2 47.5 26.25 26.25
7 US 1 1 4 8/4/2003 Two_Foot 3 65 20 15
7 US 1 1 4 6/2/2003 Two_Foot 3 40 55 5
7 US 1 1 4 8/8/2000 Two_Foot 3 45 5 50
7 US 1 1 4 6/1/2001 Two_Foot 3 57.5 17.5 25
7 US 1 1 4 8/4/2003 Three_Foot 4 77.5 11.25 11.25
7 US 1 1 4 6/2/2003 Three_Foot 4 85 12.5 2.5
7 US 1 1 4 8/8/2000 Three_Foot 4 60 7.5 32.5
7 US 1 1 4 6/1/2001 Three_Foot 4 65 18.75 16.25
7 US 1 1 4 8/4/2003 Four_Foot 5 22.5 60 17.5
7 US 1 1 4 6/2/2003 Four_Foot 5 86.25 6.25 7.5
7 US 1 1 4 8/8/2000 Four_Foot 5 25 20 55
7 US 1 1 4 6/1/2001 Four_Foot 5 37.5 35 27.5
7 US 1 1 4 8/4/2003 Six_Foot 6 52.5 33.75 13.75
7 US 1 1 4 6/2/2003 Six_Foot 6 56.25 36.25 7.5
8 US 1 1 4 8/8/2000 Surface 1 40 15 45
8 US 1 1 4 6/3/1999 Surface 1 32.5 45 22.5
8 US 1 1 4 8/8/2000 One_Foot 2 45 21.25 33.75
8 US 1 1 4 8/8/2000 Two_Foot 3 33.75 20 46.25
8 US 1 1 4 8/8/2000 Three_Foot 4 38.75 18.75 42.5
8 US 1 1 4 8/8/2000 Four_Foot 5 32.5 23.75 43.75
11 US 1 1 4 8/4/2003 Surface 1 28.75 45 26.25
11 US 1 1 4 5/29/2003 Surface 1 27.5 47.5 25
11 US 1 1 4 8/9/2000 Surface 1 32.5 20 47.5
11 US 1 1 4 5/31/2001 Surface 1 25 30 45
11 US 1 1 4 6/2/1999 Surface 1 26 34 40
11 US 1 1 4 8/4/2003 One_Foot 2 20 50 30
11 US 1 1 4 5/29/2003 One_Foot 2 25 47.5 27.5
11 US 1 1 4 8/9/2000 One_Foot 2 25 25 50
11 US 1 1 4 5/31/2001 One_Foot 2 12.5 37.5 50
11 US 1 1 4 8/4/2003 Two_Foot 3 20 20 60
11 US 1 1 4 5/29/2003 Two_Foot 3 20 57.5 22.5
11 US 1 1 4 8/9/2000 Two_Foot 3 27.5 30 42.5
11 US 1 1 4 5/31/2001 Two_Foot 3 10 37.5 52.5
11 US 1 1 4 8/4/2003 Three_Foot 4 22.5 60 17.5
11 US 1 1 4 5/29/2003 Three_Foot 4 26.25 51.25 22.5
11 US 1 1 4 8/9/2000 Three_Foot 4 30 22.5 47.5
11 US 1 1 4 5/31/2001 Three_Foot 4 15 22.5 62.5
11 US 1 1 4 8/4/2003 Four_Foot 5 30 47.5 22.5
11 US 1 1 4 5/29/2003 Four_Foot 5 35 43.75 21.25
11 US 1 1 4 8/9/2000 Four_Foot 5 30 22.5 47.5
11 US 1 1 4 5/31/2001 Four_Foot 5 20 25 55
11 US 1 1 4 8/4/2003 Six_Foot 6 51.25 18.75 30
11 US 1 1 4 5/29/2003 Six_Foot 6 56.25 17.5 26.25
12 US 1 1 4 8/4/2003 Surface 1 28.75 55 16.25
12 US 1 1 4 6/9/2003 Surface 1 32.5 36.25 31.25
12 US 1 1 4 8/9/2000 Surface 1 30 27.5 42.5
12 US 1 1 4 6/9/1999 Surface 1 37.5 38.75 23.75
12 US 1 1 4 8/4/2003 One_Foot 2 18.75 45 36.25
12 US 1 1 4 6/9/2003 One_Foot 2 21.25 43.75 35
12 US 1 1 4 8/9/2000 One_Foot 2 15 38.75 46.25
12 US 1 1 4 8/4/2003 Two_Foot 3 15 45 40
12 US 1 1 4 6/9/2003 Two_Foot 3 12.5 38.75 48.75
12 US 1 1 4 8/9/2000 Two_Foot 3 7.5 52.5 40
12 US 1 1 4 8/4/2003 Three_Foot 4 8.75 42.5 48.75
12 US 1 1 4 6/9/2003 Three_Foot 4 8.75 62.5 28.75
12 US 1 1 4 8/9/2000 Three_Foot 4 0 58.75 41.25
12 US 1 1 4 8/4/2003 Four_Foot 5 15 53.75 31.25
12 US 1 1 4 6/9/2003 Four_Foot 5 11.25 43.75 45
12 US 1 1 4 8/9/2000 Four_Foot 5 5 50 45
12 US 1 1 4 8/4/2003 Six_Foot 6 17.5 51.25 31.25
12 US 1 1 4 6/9/2003 Six_Foot 6 13.75 55 31.25
13 US 1 1 4 8/5/2003 Surface 1 21.25 46.25 32.5
13 US 1 1 4 8/9/2000 Surface 1 22.5 25 52.5
13 US 1 1 4 6/9/1999 Surface 1 27.5 48.75 23.75
13 US 1 1 4 8/17/1999 Surface 1 27.5 51.25 21.25
13 US 1 1 4 8/5/2003 One_Foot 2 15 43.75 41.25
13 US 1 1 4 8/9/2000 One_Foot 2 27.5 25 47.5
13 US 1 1 4 8/17/1999 One_Foot 2 12.5 62.5 25
13 US 1 1 4 8/5/2003 Two_Foot 3 25 43.75 31.25
13 US 1 1 4 8/9/2000 Two_Foot 3 60 12.5 27.5
13 US 1 1 4 8/17/1999 Two_Foot 3 63.75 16.25 20
13 US 1 1 4 8/5/2003 Three_Foot 4 50 21.25 28.75
13 US 1 1 4 8/9/2000 Three_Foot 4 62.5 12.5 25
13 US 1 1 4 8/17/1999 Three_Foot 4 86.25 6.25 7.5
13 US 1 1 4 8/5/2003 Four_Foot 5 72.5 0 27.5
13 US 1 1 4 8/9/2000 Four_Foot 5 40 20 40
13 US 1 1 4 8/17/1999 Four_Foot 5 61.25 3.75 35
13 US 1 1 4 8/5/2003 Six_Foot 6 35 38.75 26.25
14 US 1 1 4 8/5/2003 Surface 1 35 32.5 32.5
14 US 1 1 4 5/28/2003 Surface 1 30 37.5 32.5
14 US 1 1 4 8/9/2000 Surface 1 27.5 32.5 40
14 US 1 1 4 6/4/2001 Surface 1 25 35 40
14 US 1 1 4 6/3/1999 Surface 1 43.75 38.75 17.5
14 US 1 1 4 8/5/2003 One_Foot 2 37.5 30 32.5
14 US 1 1 4 5/28/2003 One_Foot 2 13.75 56.25 30
14 US 1 1 4 8/9/2000 One_Foot 2 20 40 40
14 US 1 1 4 6/4/2001 One_Foot 2 30 37.5 32.5
14 US 1 1 4 8/5/2003 Two_Foot 3 25 40 35
14 US 1 1 4 5/28/2003 Two_Foot 3 18.75 47.5 33.75
14 US 1 1 4 8/9/2000 Two_Foot 3 25 25 50
14 US 1 1 4 6/4/2001 Two_Foot 3 42.5 37.5 20
14 US 1 1 4 8/5/2003 Three_Foot 4 32.5 45 22.5
14 US 1 1 4 5/28/2003 Three_Foot 4 17.5 57.5 25
14 US 1 1 4 8/9/2000 Three_Foot 4 30 32.5 37.5
14 US 1 1 4 6/4/2001 Three_Foot 4 20 32.5 47.5
14 US 1 1 4 8/5/2003 Four_Foot 5 12.5 22.5 65
14 US 1 1 4 5/28/2003 Four_Foot 5 2.5 25 72.5
14 US 1 1 4 8/9/2000 Four_Foot 5 17.5 50 32.5
14 US 1 1 4 6/4/2001 Four_Foot 5 10 57.5 32.5
14 US 1 1 4 8/5/2003 Six_Foot 6 12.5 23.75 63.75
14 US 1 1 4 5/28/2003 Six_Foot 6 5 23.75 71.25
17 US 1 1 4 5/28/2003 Surface 1 48.75 31.25 20
17 US 1 1 4 8/9/2000 Surface 1 52.5 17.5 30
17 US 1 1 4 6/1/2001 Surface 1 65 18.75 16.25
17 US 1 1 4 6/3/1999 Surface 1 64 12 24
17 US 1 1 4 8/11/1999 Surface 1 46 26 28
17 US 1 1 4 5/28/2003 One_Foot 2 66.25 21.25 12.5
17 US 1 1 4 8/9/2000 One_Foot 2 65 17.5 17.5
17 US 1 1 4 6/1/2001 One_Foot 2 63.75 21.25 15
17 US 1 1 4 5/28/2003 Two_Foot 3 66.25 22.5 11.25
17 US 1 1 4 8/9/2000 Two_Foot 3 80 10 10
17 US 1 1 4 6/1/2001 Two_Foot 3 71.25 13.75 15
17 US 1 1 4 5/28/2003 Three_Foot 4 73.75 17.5 8.75
17 US 1 1 4 8/9/2000 Three_Foot 4 72.5 10 17.5
17 US 1 1 4 6/1/2001 Three_Foot 4 78.75 11.25 10
17 US 1 1 4 5/28/2003 Four_Foot 5 86.25 8.75 5
17 US 1 1 4 8/9/2000 Four_Foot 5 65 12.5 22.5
17 US 1 1 4 6/1/2001 Four_Foot 5 76.25 11.25 12.5
17 US 1 1 4 5/28/2003 Six_Foot 6 46.25 36.25 17.5
18 US 1 1 4 5/29/2003 Surface 1 25 45 30
18 US 1 1 4 8/10/2000 Surface 1 42.5 7.5 50
18 US 1 1 4 5/31/2001 Surface 1 36.25 28.75 35
18 US 1 1 4 6/3/1999 Surface 1 30 36 34
18 US 1 1 4 5/29/2003 One_Foot 2 27.5 37.5 35
18 US 1 1 4 8/10/2000 One_Foot 2 32.5 10 57.5
18 US 1 1 4 5/31/2001 One_Foot 2 41.25 27.5 31.25
18 US 1 1 4 5/29/2003 Two_Foot 3 10 55 35
18 US 1 1 4 8/10/2000 Two_Foot 3 50 12.5 37.5
18 US 1 1 4 5/31/2001 Two_Foot 3 23.75 32.5 43.75
18 US 1 1 4 5/29/2003 Three_Foot 4 12.5 53.75 33.75
18 US 1 1 4 8/10/2000 Three_Foot 4 40 15 45
18 US 1 1 4 5/31/2001 Three_Foot 4 23.75 31.25 45
18 US 1 1 4 5/29/2003 Four_Foot 5 17.5 53.75 28.75
18 US 1 1 4 8/10/2000 Four_Foot 5 50 7.5 42.5
18 US 1 1 4 5/31/2001 Four_Foot 5 52.5 23.75 23.75
18 US 1 1 4 5/29/2003 Six_Foot 6 40 40 20
20 US 1 1 4 6/9/2003 Surface 1 28.75 43.75 27.5
20 US 1 1 4 8/10/2000 Surface 1 32.5 27.5 40
20 US 1 1 4 6/1/2001 Surface 1 20 35 45
20 US 1 1 4 8/4/2003 Surface 1 28.75 41.25 30
20 US 1 1 4 6/9/2003 One_Foot 2 23.75 45 31.25
20 US 1 1 4 8/10/2000 One_Foot 2 20 30 50
20 US 1 1 4 6/1/2001 One_Foot 2 15 38.75 46.25
20 US 1 1 4 8/4/2003 One_Foot 2 22.5 40 37.5
20 US 1 1 4 6/9/2003 Two_Foot 3 20 62.5 17.5
20 US 1 1 4 8/10/2000 Two_Foot 3 25 30 45
20 US 1 1 4 6/1/2001 Two_Foot 3 20 32.5 47.5
20 US 1 1 4 8/4/2003 Two_Foot 3 23.75 48.75 27.5
20 US 1 1 4 6/9/2003 Three_Foot 4 31.25 41.25 27.5
20 US 1 1 4 8/10/2000 Three_Foot 4 25 30 45
20 US 1 1 4 6/1/2001 Three_Foot 4 20 27.5 52.5
20 US 1 1 4 8/4/2003 Three_Foot 4 31.25 31.25 37.5
20 US 1 1 4 6/9/2003 Four_Foot 5 35 37.5 27.5
20 US 1 1 4 8/10/2000 Four_Foot 5 27.5 27.5 45
20 US 1 1 4 6/1/2001 Four_Foot 5 20 30 50
20 US 1 1 4 8/4/2003 Four_Foot 5 37.5 25 37.5
20 US 1 1 4 6/9/2003 Six_Foot 6 23.75 46.25 30
20 US 1 1 4 8/4/2003 Six_Foot 6 32.5 27.5 40
21 US 1 1 4 6/2/1999 Surface 1 38.75 38.75 22.5
22 US 1 1 4 8/10/2000 Surface 1 55 22.5 22.5
22 US 1 1 4 6/2/1999 Surface 1 77.5 12.5 10
22 US 1 1 4 8/17/1999 Surface 1 57.5 30 12.5
22 US 1 1 4 8/10/2000 One_Foot 2 47.5 28.75 23.75
22 US 1 1 4 8/10/2000 Two_Foot 3 47.5 35 17.5
22 US 1 1 4 8/10/2000 Three_Foot 4 56.76 37.84 5.41
22 US 1 1 4 8/10/2000 Four_Foot 5 55 27.5 17.5
23 US 1 1 4 5/22/2002 Surface 1 21.25 53.75 25
23 US 1 1 4 8/9/2000 Surface 1 35 17.5 47.5
23 US 1 1 4 6/2/1999 Surface 1 30 50 20
23 US 1 1 4 8/17/1999 Surface 1 30 45 25
23 US 1 1 4 5/22/2002 One_Foot 2 16.25 53.75 30
23 US 1 1 4 8/9/2000 One_Foot 2 25 20 55
23 US 1 1 4 8/17/1999 One_Foot 2 25 50 25
23 US 1 1 4 5/22/2002 Two_Foot 3 13.75 60 26.25
23 US 1 1 4 8/9/2000 Two_Foot 3 30 12.5 57.5
23 US 1 1 4 5/22/2002 Three_Foot 4 16.25 60 23.75
23 US 1 1 4 8/9/2000 Three_Foot 4 25 12.5 62.5
23 US 1 1 4 8/17/1999 Three_Foot 4 25 51.25 23.75
23 US 1 1 4 5/22/2002 Four_Foot 5 13.75 66.25 20
23 US 1 1 4 8/9/2000 Four_Foot 5 30 5 65
23 US 1 1 4 8/17/1999 Four_Foot 5 22.5 65 12.5
23 US 1 1 4 5/22/2002 Six_Foot 6 21.25 55 23.75
24 US 1 1 4 5/28/2003 Surface 1 26.25 30 43.75
24 US 1 1 4 8/9/2000 Surface 1 37.5 22.5 40
24 US 1 1 4 6/4/2001 Surface 1 20 40 40
24 US 1 1 4 5/28/2003 One_Foot 2 40 23.75 36.25
24 US 1 1 4 8/9/2000 One_Foot 2 42.5 30 27.5
24 US 1 1 4 6/4/2001 One_Foot 2 20 47.5 32.5
24 US 1 1 4 5/28/2003 Two_Foot 3 65 12.5 22.5
24 US 1 1 4 8/9/2000 Two_Foot 3 65 17.5 17.5
24 US 1 1 4 6/4/2001 Two_Foot 3 45 36.25 18.75
24 US 1 1 4 5/28/2003 Three_Foot 4 68.75 15 16.25
24 US 1 1 4 8/9/2000 Three_Foot 4 80 7.5 12.5
24 US 1 1 4 6/4/2001 Three_Foot 4 62.5 30 7.5
24 US 1 1 4 5/28/2003 Four_Foot 5 62.5 17.5 20
24 US 1 1 4 8/9/2000 Four_Foot 5 72.5 7.5 20
24 US 1 1 4 6/4/2001 Four_Foot 5 65 25 10
24 US 1 1 4 5/28/2003 Six_Foot 6 77.5 8.75 13.75
27 US 1 1 4 5/29/2003 Surface 1 27.5 40 32.5
27 US 1 1 4 8/9/2000 Surface 1 42.5 22.5 35
27 US 1 1 4 6/4/2001 Surface 1 12.5 47.5 40
27 US 1 1 4 6/10/1999 Surface 1 40 42.5 17.5
27 US 1 1 4 5/29/2003 One_Foot 2 27.5 38.75 33.75
27 US 1 1 4 8/9/2000 One_Foot 2 40 25 35
27 US 1 1 4 6/4/2001 One_Foot 2 12.5 47.5 40
27 US 1 1 4 5/29/2003 Two_Foot 3 58.75 3.75 37.5
27 US 1 1 4 8/9/2000 Two_Foot 3 47.5 20 32.5
27 US 1 1 4 6/4/2001 Two_Foot 3 30 45 25
27 US 1 1 4 5/29/2003 Three_Foot 4 38.75 26.25 35
27 US 1 1 4 8/9/2000 Three_Foot 4 52.5 17.5 30
27 US 1 1 4 6/4/2001 Three_Foot 4 32.5 45 22.5
27 US 1 1 4 5/29/2003 Four_Foot 5 41.25 23.75 35
27 US 1 1 4 8/9/2000 Four_Foot 5 55 15 30
27 US 1 1 4 6/4/2001 Four_Foot 5 50 35 15
28 US 1 1 4 8/10/2000 Surface 1 46.25 22.5 31.25
28 US 1 1 4 6/10/1999 Surface 1 52.5 26.25 21.25
28 US 1 1 4 8/10/2000 One_Foot 2 18.75 28.75 52.5
28 US 1 1 4 8/10/2000 Two_Foot 3 13.75 32.5 53.75
28 US 1 1 4 8/10/2000 Three_Foot 4 55 20 25
28 US 1 1 4 8/10/2000 Four_Foot 5 46.25 25 28.75
29 US 1 1 4 5/22/2002 Surface 1 18.75 43.75 37.5
29 US 1 1 4 6/9/2003 Surface 1 25 42.5 32.5
29 US 1 1 4 8/15/2000 Surface 1 35 27.5 37.5
29 US 1 1 4 6/4/1999 Surface 1 31.25 45 23.75
29 US 1 1 4 5/22/2002 One_Foot 2 18.75 45 36.25
29 US 1 1 4 6/9/2003 One_Foot 2 20 52.5 27.5
29 US 1 1 4 8/15/2000 One_Foot 2 32.5 22.5 45
29 US 1 1 4 5/22/2002 Two_Foot 3 16.25 51.25 32.5
29 US 1 1 4 6/9/2003 Two_Foot 3 22.5 51.25 26.25
29 US 1 1 4 8/15/2000 Two_Foot 3 25 20 55
29 US 1 1 4 5/22/2002 Three_Foot 4 16.25 58.75 25
29 US 1 1 4 6/9/2003 Three_Foot 4 18.75 56.25 25
29 US 1 1 4 8/15/2000 Three_Foot 4 25 20 55
29 US 1 1 4 5/22/2002 Four_Foot 5 22.5 55 22.5
29 US 1 1 4 6/9/2003 Four_Foot 5 22.5 56.25 21.25
29 US 1 1 4 8/15/2000 Four_Foot 5 32.5 15 52.5
29 US 1 1 4 5/22/2002 Six_Foot 6 35 31.25 33.75
29 US 1 1 4 6/9/2003 Six_Foot 6 37.5 36.25 26.25
30 US 1 1 4 5/28/2003 Surface 1 26.25 48.75 25
30 US 1 1 4 8/10/2000 Surface 1 22.5 22.5 55
30 US 1 1 4 6/3/1999 Surface 1 30 47.5 22.5
30 US 1 1 4 8/17/1999 Surface 1 35 42.5 22.5
30 US 1 1 4 5/28/2003 One_Foot 2 26.25 48.75 25
30 US 1 1 4 8/10/2000 One_Foot 2 30 35 35
30 US 1 1 4 8/17/1999 One_Foot 2 50 26.25 23.75
30 US 1 1 4 5/28/2003 Two_Foot 3 41.25 28.75 30
30 US 1 1 4 8/10/2000 Two_Foot 3 57.5 25 17.5
30 US 1 1 4 8/17/1999 Two_Foot 3 60 17.5 22.5
30 US 1 1 4 5/28/2003 Three_Foot 4 52.5 25 22.5
30 US 1 1 4 8/17/1999 Three_Foot 4 72.5 12.5 15
30 US 1 1 4 5/28/2003 Four_Foot 5 62.5 17.5 20
30 US 1 1 4 8/17/1999 Four_Foot 5 77.5 10 12.5
302 DS 19 0.5 2 8/13/2003 Surface 1 31.25 51.25 17.5
302 DS 19 0.5 2 6/7/2002 Surface 1 21.25 56.25 22.5
302 DS 19 0.5 2 5/19/2003 Surface 1 28.75 48.75 22.5
302 DS 19 0.5 2 8/13/2003 One_Foot 2 36.25 36.25 27.5
302 DS 19 0.5 2 6/7/2002 One_Foot 2 18.75 50 31.25
302 DS 19 0.5 2 5/19/2003 One_Foot 2 31.25 41.25 27.5
302 DS 19 0.5 2 8/13/2003 Two_Foot 3 37.5 41.25 21.25
302 DS 19 0.5 2 6/7/2002 Two_Foot 3 22.5 48.75 28.75
302 DS 19 0.5 2 5/19/2003 Two_Foot 3 28.75 42.5 28.75
302 DS 19 0.5 2 8/13/2003 Three_Foot 4 28.75 43.75 27.5
302 DS 19 0.5 2 6/7/2002 Three_Foot 4 18.75 50 31.25
302 DS 19 0.5 2 5/19/2003 Three_Foot 4 28.75 46.25 25
302 DS 19 0.5 2 8/13/2003 Four_Foot 5 26.25 48.75 25
302 DS 19 0.5 2 6/7/2002 Four_Foot 5 8.75 50 41.25
302 DS 19 0.5 2 5/19/2003 Four_Foot 5 26.25 37.5 36.25
302 DS 19 0.5 2 8/13/2003 Six_Foot 6 46.25 33.75 20
302 DS 19 0.5 2 6/7/2002 Six_Foot 6 6.25 52.5 41.25
302 DS 19 0.5 2 5/19/2003 Six_Foot 6 13.75 48.75 37.5
303 DS 19 0.5 2 5/19/2003 Surface 1 27.5 45 27.5
303 DS 19 0.5 2 5/19/2003 One_Foot 2 16.25 58.75 25
303 DS 19 0.5 2 5/19/2003 Two_Foot 3 16.25 61.25 22.5
303 DS 19 0.5 2 5/19/2003 Three_Foot 4 21.25 58.75 20
303 DS 19 0.5 2 5/19/2003 Four_Foot 5 17.5 65 17.5
303 DS 19 0.5 2 5/19/2003 Six_Foot 6 25 67.5 7.5
304 DS 19 0.5 2 8/12/2003 Surface 1 18.75 51.25 30
304 DS 19 0.5 2 5/19/2003 Surface 1 13.75 48.75 37.5
304 DS 19 0.5 2 8/12/2003 One_Foot 2 15 52.5 32.5
304 DS 19 0.5 2 5/19/2003 One_Foot 2 13.75 61.25 25
304 DS 19 0.5 2 8/12/2003 Two_Foot 3 18.75 58.75 22.5
304 DS 19 0.5 2 5/19/2003 Two_Foot 3 18.75 61.25 20
304 DS 19 0.5 2 8/12/2003 Three_Foot 4 13.75 70 16.25
304 DS 19 0.5 2 5/19/2003 Three_Foot 4 17.5 67.5 15
304 DS 19 0.5 2 8/12/2003 Four_Foot 5 16.25 66.25 17.5
304 DS 19 0.5 2 5/19/2003 Four_Foot 5 18.75 60 21.25
304 DS 19 0.5 2 8/12/2003 Six_Foot 6 13.75 56.25 30
304 DS 19 0.5 2 5/19/2003 Six_Foot 6 57.5 20 22.5
305 DS 19 0.5 2 5/19/2003 Surface 1 38.75 40 21.25
305 DS 19 0.5 2 5/19/2003 One_Foot 2 41.25 33.75 25
305 DS 19 0.5 2 5/19/2003 Two_Foot 3 27.5 38.75 33.75
305 DS 19 0.5 2 5/19/2003 Three_Foot 4 25 45 30
305 DS 19 0.5 2 5/19/2003 Four_Foot 5 28.75 43.75 27.5
305 DS 19 0.5 2 5/19/2003 Six_Foot 6 15 41.25 43.75
306 DS 19 0.5 2 8/12/2003 Surface 1 23.75 51.25 25
306 DS 19 0.5 2 6/7/2002 Surface 1 6.25 58.75 35
306 DS 19 0.5 2 8/12/2003 One_Foot 2 18.75 50 31.25
306 DS 19 0.5 2 6/7/2002 One_Foot 2 8.75 51.25 40
306 DS 19 0.5 2 8/12/2003 Two_Foot 3 18.75 78.75 2.5
306 DS 19 0.5 2 6/7/2002 Two_Foot 3 8.75 58.75 32.5
306 DS 19 0.5 2 8/12/2003 Three_Foot 4 18.75 72.5 8.75
306 DS 19 0.5 2 6/7/2002 Three_Foot 4 6.25 63.75 30
306 DS 19 0.5 2 8/12/2003 Four_Foot 5 22.5 67.5 10
306 DS 19 0.5 2 6/7/2002 Four_Foot 5 8.75 63.75 27.5
306 DS 19 0.5 2 8/12/2003 Six_Foot 6 21.25 68.75 10
306 DS 19 0.5 2 6/7/2002 Six_Foot 6 13.75 71.25 15
307 DS 19 0.5 2 5/20/2003 Surface 1 12.5 66.25 21.25
307 DS 19 0.5 2 5/20/2003 One_Foot 2 17.5 66.25 16.25
307 DS 19 0.5 2 5/20/2003 Two_Foot 3 21.25 65 13.75
307 DS 19 0.5 2 5/20/2003 Three_Foot 4 22.5 63.75 13.75
307 DS 19 0.5 2 5/20/2003 Four_Foot 5 18.75 65 16.25
307 DS 19 0.5 2 5/20/2003 Six_Foot 6 20 53.75 26.25
308 DS 19 0.5 2 5/20/2003 Surface 1 20 45 35
308 DS 19 0.5 2 5/20/2003 One_Foot 2 13.75 50 36.25
308 DS 19 0.5 2 5/20/2003 Two_Foot 3 12.5 60 27.5
308 DS 19 0.5 2 5/20/2003 Three_Foot 4 15 63.75 21.25
308 DS 19 0.5 2 5/20/2003 Four_Foot 5 17.5 67.5 15
308 DS 19 0.5 2 5/20/2003 Six_Foot 6 27.5 60 12.5
313 DS 19 0.5 2 8/8/2002 Surface 1 17.5 50 32.5
313 DS 19 0.5 2 5/21/2003 Surface 1 25 50 25
313 DS 19 0.5 2 8/8/2002 One_Foot 2 30 42.5 27.5
313 DS 19 0.5 2 5/21/2003 One_Foot 2 27.5 50 22.5
313 DS 19 0.5 2 8/8/2002 Two_Foot 3 15 55 30
313 DS 19 0.5 2 5/21/2003 Two_Foot 3 32.5 41.25 26.25
313 DS 19 0.5 2 8/8/2002 Three_Foot 4 15 58.75 26.25
313 DS 19 0.5 2 5/21/2003 Three_Foot 4 26.25 50 23.75
313 DS 19 0.5 2 8/8/2002 Four_Foot 5 10 70 20
313 DS 19 0.5 2 5/21/2003 Four_Foot 5 21.25 56.25 22.5
313 DS 19 0.5 2 8/8/2002 Six_Foot 6 15 57.5 27.5
313 DS 19 0.5 2 5/21/2003 Six_Foot 6 30 62.5 7.5
314 DS 19 0.5 2 8/8/2002 Surface 1 32.5 35 32.5
314 DS 19 0.5 2 8/12/2003 Surface 1 27.5 55 17.5
314 DS 19 0.5 2 6/7/2002 Surface 1 32.5 43.75 23.75
314 DS 19 0.5 2 5/14/2003 Surface 1 37.5 50 12.5
314 DS 19 0.5 2 8/8/2002 One_Foot 2 36.25 28.75 35
314 DS 19 0.5 2 8/12/2003 One_Foot 2 35 36.25 28.75
314 DS 19 0.5 2 6/7/2002 One_Foot 2 37.5 38.75 23.75
314 DS 19 0.5 2 5/14/2003 One_Foot 2 42.5 45 12.5
314 DS 19 0.5 2 8/8/2002 Two_Foot 3 57.5 21.25 21.25
314 DS 19 0.5 2 8/12/2003 Two_Foot 3 43.75 32.5 23.75
314 DS 19 0.5 2 6/7/2002 Two_Foot 3 35 43.75 21.25
314 DS 19 0.5 2 5/14/2003 Two_Foot 3 63.75 18.75 17.5
314 DS 19 0.5 2 8/8/2002 Three_Foot 4 57.5 20 22.5
314 DS 19 0.5 2 8/12/2003 Three_Foot 4 45 31.25 23.75
314 DS 19 0.5 2 6/7/2002 Three_Foot 4 21.25 48.75 30
314 DS 19 0.5 2 5/14/2003 Three_Foot 4 37.5 37.5 25
314 DS 19 0.5 2 8/8/2002 Four_Foot 5 62.5 16.25 21.25
314 DS 19 0.5 2 8/12/2003 Four_Foot 5 45 36.25 18.75
314 DS 19 0.5 2 6/7/2002 Four_Foot 5 71.25 2.5 26.25
314 DS 19 0.5 2 5/14/2003 Four_Foot 5 46.25 33.75 20
314 DS 19 0.5 2 8/12/2003 Six_Foot 6 28.75 48.75 22.5
314 DS 19 0.5 2 6/7/2002 Six_Foot 6 45 20 35
314 DS 19 0.5 2 5/14/2003 Six_Foot 6 32.5 47.5 20
318 DS 19 0.5 2 8/13/2002 Surface 1 11.25 47.5 41.25
318 DS 19 0.5 2 8/12/2003 Surface 1 22.5 45 32.5
318 DS 19 0.5 2 5/19/2003 Surface 1 15 38.75 46.25
318 DS 19 0.5 2 8/13/2002 One_Foot 2 21.25 38.75 40
318 DS 19 0.5 2 8/12/2003 One_Foot 2 22.5 42.5 35
318 DS 19 0.5 2 5/19/2003 One_Foot 2 25 43.75 31.25
318 DS 19 0.5 2 8/13/2002 Two_Foot 3 28.75 41.25 30
318 DS 19 0.5 2 8/12/2003 Two_Foot 3 25 42.5 32.5
318 DS 19 0.5 2 5/19/2003 Two_Foot 3 22.5 42.5 35
318 DS 19 0.5 2 8/13/2002 Three_Foot 4 17.5 48.75 33.75
318 DS 19 0.5 2 8/12/2003 Three_Foot 4 22.5 45 32.5
318 DS 19 0.5 2 5/19/2003 Three_Foot 4 5 57.5 37.5
318 DS 19 0.5 2 8/13/2002 Four_Foot 5 17.5 50 32.5
318 DS 19 0.5 2 8/12/2003 Four_Foot 5 23.75 43.75 32.5
318 DS 19 0.5 2 5/19/2003 Four_Foot 5 1.25 43.75 55
318 DS 19 0.5 2 8/13/2002 Six_Foot 6 12.5 50 37.5
318 DS 19 0.5 2 8/12/2003 Six_Foot 6 25 32.5 42.5
318 DS 19 0.5 2 5/19/2003 Six_Foot 6 15 42.5 42.5
320 DS 19 0.5 2 6/8/2002 Surface 1 31.25 43.75 25
320 DS 19 0.5 2 5/21/2003 Surface 1 32.5 40 27.5
320 DS 19 0.5 2 6/8/2002 One_Foot 2 31.25 41.25 27.5
320 DS 19 0.5 2 5/21/2003 One_Foot 2 42.5 27.5 30
320 DS 19 0.5 2 6/8/2002 Two_Foot 3 13.75 33.75 52.5
320 DS 19 0.5 2 5/21/2003 Two_Foot 3 20 40 40
320 DS 19 0.5 2 6/8/2002 Three_Foot 4 36.25 40 23.75
320 DS 19 0.5 2 5/21/2003 Three_Foot 4 17.5 48.75 33.75
320 DS 19 0.5 2 6/8/2002 Four_Foot 5 57.5 25 17.5
320 DS 19 0.5 2 5/21/2003 Four_Foot 5 32.5 42.5 25
320 DS 19 0.5 2 5/21/2003 Six_Foot 6 91.25 1.25 7.5
321 DS 19 0.5 2 8/13/2003 Surface 1 30 33.75 36.25
321 DS 19 0.5 2 5/14/2003 Surface 1 40 35 25
321 DS 19 0.5 2 8/13/2003 One_Foot 2 22.5 48.75 28.75
321 DS 19 0.5 2 5/14/2003 One_Foot 2 28.75 45 26.25
321 DS 19 0.5 2 8/13/2003 Two_Foot 3 40 35 25
321 DS 19 0.5 2 5/14/2003 Two_Foot 3 27.5 55 17.5
321 DS 19 0.5 2 8/13/2003 Three_Foot 4 82.5 5 12.5
321 DS 19 0.5 2 5/14/2003 Three_Foot 4 12.5 45 42.5
321 DS 19 0.5 2 8/13/2003 Four_Foot 5 87.5 3.75 8.75
321 DS 19 0.5 2 5/14/2003 Four_Foot 5 17.5 58.75 23.75
321 DS 19 0.5 2 8/13/2003 Six_Foot 6 95 1.25 3.75
321 DS 19 0.5 2 5/14/2003 Six_Foot 6 12.5 38.75 48.75
322 DS 19 0.5 2 5/14/2003 Surface 1 53.75 28.75 17.5
322 DS 19 0.5 2 5/14/2003 One_Foot 2 52.5 22.5 25
322 DS 19 0.5 2 5/14/2003 Two_Foot 3 53.75 28.75 17.5
322 DS 19 0.5 2 5/14/2003 Three_Foot 4 15 53.75 31.25
322 DS 19 0.5 2 5/14/2003 Four_Foot 5 16.25 36.25 47.5
322 DS 19 0.5 2 5/14/2003 Six_Foot 6 28.75 51.25 20
323 DS 19 0.5 2 5/14/2003 Surface 1 48.75 36.25 15
323 DS 19 0.5 2 5/14/2003 One_Foot 2 47.5 37.5 15
323 DS 19 0.5 2 5/14/2003 Two_Foot 3 72.5 22.5 5
323 DS 19 0.5 2 5/14/2003 Three_Foot 4 37.5 47.5 15
323 DS 19 0.5 2 5/14/2003 Four_Foot 5 92.5 7.5 0
323 DS 19 0.5 2 5/14/2003 Six_Foot 6 100 0 0
325 DS 19 0.5 2 5/30/2002 Surface 1 40 42.5 17.5
325 DS 19 0.5 2 5/21/2003 Surface 1 65 12.5 22.5
325 DS 19 0.5 2 5/30/2002 One_Foot 2 57.5 30 12.5
325 DS 19 0.5 2 5/21/2003 One_Foot 2 60 27.5 12.5
325 DS 19 0.5 2 5/30/2002 Two_Foot 3 55 32.5 12.5
325 DS 19 0.5 2 5/21/2003 Two_Foot 3 57.5 32.5 10
325 DS 19 0.5 2 5/30/2002 Three_Foot 4 20 60 20
325 DS 19 0.5 2 5/21/2003 Three_Foot 4 42.5 42.5 15
325 DS 19 0.5 2 5/30/2002 Four_Foot 5 30 62.5 7.5
325 DS 19 0.5 2 5/21/2003 Four_Foot 5 27.5 56.25 16.25
325 DS 19 0.5 2 5/30/2002 Six_Foot 6 82.5 15 2.5
325 DS 19 0.5 2 5/21/2003 Six_Foot 6 87.5 7.5 5
327 DS 19 0.5 2 8/8/2002 Surface 1 7.5 57.5 35
327 DS 19 0.5 2 8/12/2003 Surface 1 28.75 52.5 18.75
327 DS 19 0.5 2 5/14/2003 Surface 1 20 51.25 28.75
327 DS 19 0.5 2 8/8/2002 One_Foot 2 10 53.75 36.25
327 DS 19 0.5 2 8/12/2003 One_Foot 2 27.5 67.5 5
327 DS 19 0.5 2 5/14/2003 One_Foot 2 18.75 50 31.25
327 DS 19 0.5 2 8/8/2002 Two_Foot 3 3.75 43.75 52.5
327 DS 19 0.5 2 8/12/2003 Two_Foot 3 18.75 68.75 12.5
327 DS 19 0.5 2 5/14/2003 Two_Foot 3 13.75 50 36.25
327 DS 19 0.5 2 8/8/2002 Three_Foot 4 15 35 50
327 DS 19 0.5 2 8/12/2003 Three_Foot 4 22.5 61.25 16.25
327 DS 19 0.5 2 5/14/2003 Three_Foot 4 18.75 47.5 33.75
327 DS 19 0.5 2 8/8/2002 Four_Foot 5 70 12.5 17.5
327 DS 19 0.5 2 8/12/2003 Four_Foot 5 21.25 58.75 20
327 DS 19 0.5 2 5/14/2003 Four_Foot 5 35 26.25 38.75
327 DS 19 0.5 2 8/12/2003 Six_Foot 6 96.25 1.25 2.5
327 DS 19 0.5 2 5/14/2003 Six_Foot 6 91.25 1.25 7.5
328 DS 19 0.5 2 8/13/2002 Surface 1 12.5 55 32.5
328 DS 19 0.5 2 5/19/2003 Surface 1 22.5 46.25 31.25
328 DS 19 0.5 2 8/13/2002 One_Foot 2 12.5 55 32.5
328 DS 19 0.5 2 5/19/2003 One_Foot 2 12.5 57.5 30
328 DS 19 0.5 2 8/13/2002 Two_Foot 3 10 62.5 27.5
328 DS 19 0.5 2 5/19/2003 Two_Foot 3 22.5 57.5 20
328 DS 19 0.5 2 8/13/2002 Three_Foot 4 15 57.5 27.5
328 DS 19 0.5 2 5/19/2003 Three_Foot 4 35 41.25 23.75
328 DS 19 0.5 2 8/13/2002 Four_Foot 5 25 42.5 32.5
328 DS 19 0.5 2 5/19/2003 Four_Foot 5 33.75 36.25 30
328 DS 19 0.5 2 8/13/2002 Six_Foot 6 32.5 27.5 40
328 DS 19 0.5 2 5/19/2003 Six_Foot 6 40 31.25 28.75
330 DS 19 0.5 2 8/8/2002 Surface 1 26.25 41.25 32.5
330 DS 19 0.5 2 6/8/2002 Surface 1 22.5 45 32.5
330 DS 19 0.5 2 8/8/2002 One_Foot 2 28.75 46.25 25
330 DS 19 0.5 2 6/8/2002 One_Foot 2 22.5 47.5 30
330 DS 19 0.5 2 8/8/2002 Two_Foot 3 26.25 51.25 22.5
330 DS 19 0.5 2 6/8/2002 Two_Foot 3 17.5 56.25 26.25
330 DS 19 0.5 2 8/8/2002 Three_Foot 4 21.25 56.25 22.5
330 DS 19 0.5 2 6/8/2002 Three_Foot 4 17.5 60 22.5
330 DS 19 0.5 2 8/8/2002 Four_Foot 5 22.5 52.5 25
330 DS 19 0.5 2 6/8/2002 Four_Foot 5 12.5 67.5 20
330 DS 19 0.5 2 8/8/2002 Six_Foot 6 31.25 55 13.75
330 DS 19 0.5 2 6/8/2002 Six_Foot 6 23.75 58.75 17.5"),header=T)
closeAllConnections()
library(plotrix)
soil.texture(soil.dat[,c(9,10,11)],main='',show.lines=TRUE,show.names=TRUE,pch=soil.dat$Region_Num,cex=soil.dat$Region_Sym,col.names="grey10",col.lines="grey30",col.symbols=soil.dat$Region_Col)
legend(x=0.10,y=0.9,c("Upstream","Downstream"),pch=c(1,20),col=c("blue","red"),bty="o",bg="white",box.col="white")
title(main="Soil Texture",line=-1,cex=2.5)
--
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