Description Usage Format Note References Examples
The Südliche Tullnerfeld is a part of the Danube river basin in central Lower Austria and due to its homogeneous aquifer well suited for a model-oriented geostatistical analysis. It contains 36 official water quality measurement stations, which are irregularly spread over the region.
1 |
The data frames contain the following columns:
X location in meter
Y location in meter
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
Station name
This data set was obtained on May 6, 2008 from http://www.ifas.jku.at/e5361/index_ger.html. The author of the book that uses it is found at: http://www.ifas.jku.at/e2571/e2604/index_ger.html
Werner G. Müller, Collecting Spatial Data, 3rd edition. Springer Verlag, Heidelberg, 2007
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | data(tull)
# TULLNREG = read.csv("TULLNREG.csv")
# I modified tulln36des.csv, such that the first line only contained: x,y
# resulting in row.names that reflect the station ID, as in
# tull36 = read.csv("tulln36des.csv")
# Chlorid92 was read & converted by:
#Chlorid92=read.csv("Chlorid92.csv")
#Chlorid92$Datum = as.POSIXct(strptime(Chlorid92$Datum, "%d.%m.%y"))
summary(tull36)
summary(TULLNREG)
summary(Chlorid92)
# stack & join data to x,y,Date,Chloride form:
cl.st = stack(Chlorid92[-1])
names(cl.st) = c("Chloride", "Station")
cl.st$Date = rep(Chlorid92$Datum, length(names(Chlorid92))-1)
cl.st$x = tull36[match(cl.st[,"Station"], row.names(tull36)), "x"]
cl.st$y = tull36[match(cl.st[,"Station"], row.names(tull36)), "y"]
# library(lattice)
# xyplot(Chloride~Date|Station, cl.st)
# xyplot(y~x|Date, cl.st, asp="iso", layout=c(16,11))
summary(cl.st)
plot(TULLNREG, pch=3, asp=1)
points(y~x, cl.st, add=TRUE, pch=16)
|
x y
Min. :-0.770000 Min. :-0.12951
1st Qu.:-0.203624 1st Qu.:-0.02397
Median :-0.046292 Median : 0.02776
Mean : 0.001507 Mean : 0.02739
3rd Qu.: 0.293820 3rd Qu.: 0.07935
Max. : 0.670000 Max. : 0.20951
x y
Min. :-0.95700 Min. :-0.14900
1st Qu.:-0.29800 1st Qu.:-0.04300
Median :-0.04300 Median : 0.00000
Mean :-0.01215 Mean : 0.01995
3rd Qu.: 0.27700 3rd Qu.: 0.06400
Max. : 0.95700 Max. : 0.27700
Datum S411 S429 S849
Min. :1992-01-15 23:00:00 Min. :10.00 Min. :53.70 Min. :51.00
1st Qu.:1993-03-22 23:00:00 1st Qu.:12.15 1st Qu.:57.23 1st Qu.:57.00
Median :1994-10-16 23:00:00 Median :14.20 Median :59.00 Median :58.20
Mean :1994-08-31 06:16:46 Mean :15.30 Mean :59.31 Mean :58.26
3rd Qu.:1996-01-15 23:00:00 3rd Qu.:17.20 3rd Qu.:61.48 3rd Qu.:60.00
Max. :1997-03-24 23:00:00 Max. :24.30 Max. :65.00 Max. :62.30
NA's :119 NA's :121 NA's :124
S854 S1502 S1584 S1591
Min. :56.70 Min. :21.90 Min. :45.00 Min. : 6.80
1st Qu.:65.38 1st Qu.:51.25 1st Qu.:50.08 1st Qu.: 8.70
Median :68.75 Median :61.90 Median :54.00 Median :10.30
Mean :70.22 Mean :57.39 Mean :53.90 Mean :11.07
3rd Qu.:73.47 3rd Qu.:65.95 3rd Qu.:56.88 3rd Qu.:12.30
Max. :86.90 Max. :71.00 Max. :65.00 Max. :20.10
NA's :137 NA's :119 NA's :131 NA's :140
S2046 S2047 S2048 S2049
Min. :10.70 Min. :4.700 Min. : 4.400 Min. :17.90
1st Qu.:11.60 1st Qu.:5.900 1st Qu.: 5.700 1st Qu.:20.20
Median :15.20 Median :6.600 Median : 6.900 Median :25.60
Mean :14.58 Mean :6.626 Mean : 7.297 Mean :24.14
3rd Qu.:17.70 3rd Qu.:7.200 3rd Qu.: 9.030 3rd Qu.:26.90
Max. :19.00 Max. :8.830 Max. :10.800 Max. :30.90
NA's :140 NA's :140 NA's :140 NA's :140
S2051 S2052 S2053 S2054
Min. :16.40 Min. :31.30 Min. :20.60 Min. :25.00
1st Qu.:28.10 1st Qu.:35.40 1st Qu.:29.10 1st Qu.:33.80
Median :28.90 Median :36.30 Median :30.70 Median :37.90
Mean :29.37 Mean :36.92 Mean :36.32 Mean :38.72
3rd Qu.:31.20 3rd Qu.:38.70 3rd Qu.:38.80 3rd Qu.:40.60
Max. :46.20 Max. :41.90 Max. :68.60 Max. :66.90
NA's :140 NA's :140 NA's :140 NA's :140
S2055 S2057 S2058 S2059 S2060
Min. :39.20 Min. :16.4 Min. :21.00 Min. : 8.00 Min. :41.60
1st Qu.:40.50 1st Qu.:33.1 1st Qu.:29.73 1st Qu.:14.40 1st Qu.:47.40
Median :45.20 Median :42.4 Median :39.40 Median :22.70 Median :51.60
Mean :45.83 Mean :38.9 Mean :38.80 Mean :23.99 Mean :52.52
3rd Qu.:47.58 3rd Qu.:45.4 3rd Qu.:45.10 3rd Qu.:30.00 3rd Qu.:54.45
Max. :63.70 Max. :49.0 Max. :70.80 Max. :50.00 Max. :72.20
NA's :141 NA's :140 NA's :141 NA's :140 NA's :142
S2061 S2062 S2063 S2064
Min. :44.50 Min. :49.10 Min. :36.60 Min. :50.70
1st Qu.:49.90 1st Qu.:65.30 1st Qu.:49.20 1st Qu.:61.20
Median :62.55 Median :67.00 Median :53.20 Median :63.70
Mean :63.59 Mean :66.52 Mean :52.24 Mean :66.52
3rd Qu.:68.05 3rd Qu.:70.45 3rd Qu.:58.20 3rd Qu.:66.60
Max. :90.80 Max. :73.40 Max. :61.20 Max. :97.50
NA's :137 NA's :142 NA's :140 NA's :140
S2065 S2066 S2067 S2070
Min. :30.40 Min. : 29.80 Min. :30.00 Min. : 8.70
1st Qu.:57.50 1st Qu.: 44.35 1st Qu.:37.60 1st Qu.: 9.50
Median :61.70 Median : 50.30 Median :39.50 Median :10.10
Mean :61.49 Mean : 64.69 Mean :41.38 Mean :10.47
3rd Qu.:70.10 3rd Qu.: 70.95 3rd Qu.:41.20 3rd Qu.:11.10
Max. :79.40 Max. :242.00 Max. :90.10 Max. :16.30
NA's :140 NA's :142 NA's :140 NA's :142
S2071 S2072 S2128 S5319
Min. :11.70 Min. :78.50 Min. :5.300 Min. :50.30
1st Qu.:13.20 1st Qu.:82.10 1st Qu.:6.500 1st Qu.:52.95
Median :14.90 Median :84.00 Median :7.600 Median :55.60
Mean :14.81 Mean :84.12 Mean :7.418 Mean :54.37
3rd Qu.:16.00 3rd Qu.:86.50 3rd Qu.:8.300 3rd Qu.:56.40
Max. :18.80 Max. :89.90 Max. :9.600 Max. :57.20
NA's :140 NA's :140 NA's :140 NA's :158
S5320 S5321 S5322 S5323
Min. :114.0 Min. :119 Min. :28.50 Min. :46.20
1st Qu.:115.5 1st Qu.:119 1st Qu.:41.90 1st Qu.:53.05
Median :117.0 Median :119 Median :55.30 Median :59.90
Mean :116.0 Mean :119 Mean :47.97 Mean :55.57
3rd Qu.:117.0 3rd Qu.:119 3rd Qu.:57.70 3rd Qu.:60.25
Max. :117.0 Max. :119 Max. :60.10 Max. :60.60
NA's :158 NA's :160 NA's :158 NA's :158
Chloride Station Date
Min. : 4.40 S411 : 161 Min. :1992-01-15 23:00:00
1st Qu.: 18.52 S429 : 161 1st Qu.:1993-03-22 23:00:00
Median : 43.70 S849 : 161 Median :1994-10-16 23:00:00
Mean : 41.89 S854 : 161 Mean :1994-08-31 06:16:46
3rd Qu.: 59.90 S1502 : 161 3rd Qu.:1996-01-15 23:00:00
Max. :242.00 S1584 : 161 Max. :1997-03-24 23:00:00
NA's :5050 (Other):4830
x y
Min. :-0.770000 Min. :-0.12951
1st Qu.:-0.203624 1st Qu.:-0.02397
Median :-0.046292 Median : 0.02776
Mean : 0.001507 Mean : 0.02739
3rd Qu.: 0.293820 3rd Qu.: 0.07935
Max. : 0.670000 Max. : 0.20951
Warning message:
In plot.xy(xy.coords(x, y), type = type, ...) :
"add" is not a graphical parameter
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