tull: S<c3><bc>dliche Tullnerfeld data set

Description Usage Format Note References Examples

Description

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.

Usage

1

Format

The data frames contain the following columns:

x

X location in meter

y

Y location in meter

S411

Station name

S429

Station name

S849

Station name

S854

Station name

S1502

Station name

S1584

Station name

S1591

Station name

S2046

Station name

S2047

Station name

S2048

Station name

S2049

Station name

S2051

Station name

S2052

Station name

S2053

Station name

S2054

Station name

S2055

Station name

S2057

Station name

S2058

Station name

S2059

Station name

S2060

Station name

S2061

Station name

S2062

Station name

S2063

Station name

S2064

Station name

S2065

Station name

S2066

Station name

S2067

Station name

S2070

Station name

S2071

Station name

S2072

Station name

S2128

Station name

S5319

Station name

S5320

Station name

S5321

Station name

S5322

Station name

S5323

Station name

Note

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

References

Werner G. Müller, Collecting Spatial Data, 3rd edition. Springer Verlag, Heidelberg, 2007

Examples

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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)

Example output

       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

gstat documentation built on May 2, 2019, 4:59 p.m.