02104002−9 CE Seasonal Kendall with correlation correction02104002−9 CE Seasonal Kendall with correlation correction data: log(CE) (28 years and 6 seasons) tau = 0.03125, p−value

02104002−9 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.03125, p−value = 0.7725alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001413172 7.966932297 14.000000000

7.0

7.2

7.4

7.6

7.8

8.0

8.2

8.4

8.6

SKu

1 2 3 4 5 6

02104002−9 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.03504, p−value = 0.7146alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0003277134 2.3739750385 14.0000000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

02110004−8 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = −0.18398, p−value = 0.1273alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.003685859 9.056597710 14.000000000

8.0

8.2

8.4

8.6

8.8

9.0

9.2

9.4

9.6

SKu

1 2 3 4 5 6

02110004−8 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.026549, p−value = 0.7992alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 7.529836e−04 2.610070e+00 1.400000e+01

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

02111002−7 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.0024752, p−value = 1alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0000000 0.8133687 14.0000000

−10

−8

−6

−4

−2

0

2

SKu

1 2 3 4 5 6

02111002−7 Hierro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Hierro (28 years and 6 seasons)tau = 0.077562, p−value = 0.4301alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 3.6e−04 6.1e−02 1.4e+01

0.00

0.05

0.10

0.15

0.20

0.25

0.30

SKc

1 2 3 4 5 6

03404001−K Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = 0.046095, p−value = 0.669alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003900236 −2.617295742 14.000000000

−9

−8

−7

−6

−5

−4

−3

−2

−1

SKu

1 2 3 4 5 6

03404001−K Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.43896, p−value = 0.0004113alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01737323 5.07048798 14.00000000

4.2

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

SKu

1 2 3 4 5 6

03404001−K Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.42453, p−value = 0.0003958alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01278775 4.35802841 14.00000000

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

03404001−K Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.0079893, p−value = 0.9493alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002392758 0.385262400 14.000000000

−4

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

03404001−K CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.375, p−value = 0.0006824alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009148674 7.273786545 14.000000000

6.2

6.4

6.6

6.8

7.0

7.2

7.4

7.6

7.8

SKu

1 2 3 4 5 6

03404001−K Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.56981, p−value = 7.629e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01454078 3.52885437 14.00000000

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

SKu

1 2 3 4 5 6

03404001−K pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.16979, p−value = 0.1139alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001646169 2.095561028 14.000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

03404001−K Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.22076, p−value = 0.05508alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009586486 1.663736701 14.000000000

0.6

0.8

1.0

1.2

1.4

1.6

1.8

2.0

2.2

2.4

SKu

1 2 3 4 5 6

03404001−K Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.48939, p−value = 8.464e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01396641 4.76719952 14.00000000

3.6

3.8

4.0

4.2

4.4

4.6

4.8

5.0

5.2

5.4

SKu

1 2 3 4 5 6

03404001−K Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.35346, p−value = 0.003292alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01183763 6.24957609 14.00000000

5.0

5.5

6.0

6.5

7.0

SKu

1 2 3 4 5 6

03404001−K Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.10805, p−value = 0.2341alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002660978 2.772588730 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

03414001−4 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.19343, p−value = 0.02074alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 1.428571e−04 6.000000e−03 1.400000e+01

0.000

0.005

0.010

0.015

0.020

0.025

0.030

0.035

SKc

1 2 3 4 5 6

03414001−4 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.48777, p−value = 8.368e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01690523 4.40140438 14.00000000

4.0

4.2

4.4

4.6

4.8

5.0

5.2

SKu

1 2 3 4 5 6

03414001−4 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.27135, p−value = 0.01102alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01378321 2.79288149 14.00000000

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

03414001−4 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.26017, p−value = 0.006788alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.05047119 −0.10536052 14.00000000

−5

−4

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

03414001−4 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.41534, p−value = 0.0002739alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008392367 6.421622276 14.000000000

6.0

6.1

6.2

6.3

6.4

6.5

6.6

6.7

6.8

6.9

SKu

1 2 3 4 5 6

03414001−4 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.56601, p−value = 3.934e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01897789 2.79726267 14.00000000

2.4

2.6

2.8

3.0

3.2

3.4

3.6

SKu

1 2 3 4 5 6

03414001−4 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.36541, p−value = 0.002925alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01878145 0.83290911 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

SKu

1 2 3 4 5 6

03414001−4 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.1498, p−value = 0.1154alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003940741 3.088743687 14.000000000

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

03414001−4 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.59049, p−value = 4.053e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01762425 5.21355343 14.00000000

4.6

4.8

5.0

5.2

5.4

5.6

5.8

SKu

1 2 3 4 5 6

03414001−4 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.24646, p−value = 0.003169alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.009266088 2.737608910 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

SKu

1 2 3 4 5 6

03421001−2 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.29974, p−value = 0.003613alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 1.111111e−04 3.000000e−03 1.400000e+01

0.000

0.002

0.004

0.006

0.008

0.010

0.012

0.014

0.016

SKc

1 2 3 4 5 6

03421001−2 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.39359, p−value = 0.002271alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01760891 4.04129553 14.00000000

3.4

3.6

3.8

4.0

4.2

4.4

4.6

4.8

SKu

1 2 3 4 5 6

03421001−2 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.085631, p−value = 0.394alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005151272 2.572612286 14.000000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

03421001−2 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.1134, p−value = 0.2601alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02000775 −0.77870506 14.00000000

−5

−4

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

03421001−2 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.12878, p−value = 0.2666alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002531767 6.059123039 14.000000000

5.6

5.7

5.8

5.9

6.0

6.1

6.2

6.3

SKu

1 2 3 4 5 6

03421001−2 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.35685, p−value = 0.001592alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008625043 2.219203472 14.000000000

1.9

2.0

2.1

2.2

2.3

2.4

2.5

2.6

2.7

2.8

SKu

1 2 3 4 5 6

03421001−2 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.24918, p−value = 0.009611alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002857033 2.115050077 14.000000000

1.8

1.9

2.0

2.1

2.2

2.3

2.4

SKu

1 2 3 4 5 6

03421001−2 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.12536, p−value = 0.225alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009017236 0.262364268 14.000000000

−1.0

−0.5

0.0

0.5

1.0

1.5

SKu

1 2 3 4 5 6

03421001−2 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.28107, p−value = 0.011alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007583369 2.838961601 14.000000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

03421001−2 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.29326, p−value = 0.0007139alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01258986 2.69388366 14.00000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

03802001−3 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.18961, p−value = 0.02096alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 6.666667e−05 7.000000e−03 1.400000e+01

0.000

0.005

0.010

0.015

0.020

SKc

1 2 3 4 5 6

03802001−3 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.36988, p−value = 0.001052alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01203375 4.15731955 14.00000000

3.6

3.8

4.0

4.2

4.4

4.6

4.8

SKu

1 2 3 4 5 6

03802001−3 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.23453, p−value = 0.03301alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01429484 2.89267206 14.00000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

SKu

1 2 3 4 5 6

03802001−3 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.068724, p−value = 0.451alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004890762 −0.235722333 14.000000000

−5

−4

−3

−2

−1

0

1

2

SKu

1 2 3 4 5 6

03802001−3 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.36181, p−value = 0.0009878alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01020524 6.23047352 14.00000000

5.8

6.0

6.2

6.4

6.6

6.8

SKu

1 2 3 4 5 6

03802001−3 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.59187, p−value = 5.126e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01729622 2.33214378 14.00000000

2.0

2.2

2.4

2.6

2.8

3.0

SKu

1 2 3 4 5 6

03802001−3 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.18662, p−value = 0.04216alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001425328 2.073171854 14.000000000

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

03802001−3 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.26733, p−value = 0.0241alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01577656 0.57877213 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

SKu

1 2 3 4 5 6

03802001−3 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.37407, p−value = 0.001521alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01521212 3.09557772 14.00000000

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

SKu

1 2 3 4 5 6

03802001−3 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.066218, p−value = 0.4314alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002775599 2.647592306 14.000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

03803001−9 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.37879, p−value = 0.002344alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01409867 4.13906288 14.00000000

3.4

3.6

3.8

4.0

4.2

4.4

4.6

4.8

SKu

1 2 3 4 5 6

03803001−9 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.39167, p−value = 0.0004966alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01006997 6.14203739 14.00000000

5.6

5.8

6.0

6.2

6.4

6.6

SKu

1 2 3 4 5 6

03803001−9 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.53719, p−value = 1.955e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01934136 2.44923639 14.00000000

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

03803001−9 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.052304, p−value = 0.5714alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 3.392249e−04 2.030776e+00 1.400000e+01

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

SKu

1 2 3 4 5 6

03803001−9 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.28209, p−value = 0.01609alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02165525 0.23523186 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

SKu

1 2 3 4 5 6

03803001−9 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.23937, p−value = 0.02723alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009864807 2.114567280 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

03803001−9 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.0046674, p−value = 0.9686alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −4.578673e−05 2.778491e+00 1.400000e+01

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

03806001−5 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.21151, p−value = 0.02341alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 5.0e−05 2.0e−03 1.4e+01

0.000

0.002

0.004

0.006

0.008

0.010

0.012

0.014

SKc

1 2 3 4 5 6

03806001−5 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.42469, p−value = 0.0001522alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0175893 4.4260254 14.0000000

4.0

4.2

4.4

4.6

4.8

5.0

SKu

1 2 3 4 5 6

03806001−5 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.20238, p−value = 0.08041alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01317725 2.70904970 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

03806001−5 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.24138, p−value = 0.02561alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007966859 6.396929741 14.000000000

5.8

6.0

6.2

6.4

6.6

6.8

7.0

SKu

1 2 3 4 5 6

03806001−5 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.56085, p−value = 9.06e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02118392 2.63296747 14.00000000

−4

−3

−2

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

03806001−5 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.079241, p−value = 0.4128alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 6.080428e−04 2.091246e+00 1.400000e+01

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

03806001−5 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.30294, p−value = 0.01962alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01764979 0.78845733 14.00000000

−0.5

0.0

0.5

1.0

1.5

SKu

1 2 3 4 5 6

03806001−5 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.26813, p−value = 0.01499alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01727565 3.19101119 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

03806001−5 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.57323, p−value = 8.583e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.025606 5.198497 14.000000

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

SKu

1 2 3 4 5 6

03806001−5 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.063063, p−value = 0.4118alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002215425 2.889260054 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

03815001−4 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.13306, p−value = 0.1763alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 5.882353e−05 4.095000e−03 1.400000e+01

0.000

0.005

0.010

0.015

0.020

SKc

1 2 3 4 5 6

03815001−4 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.36236, p−value = 0.001094alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01510118 4.72723579 14.00000000

4.2

4.4

4.6

4.8

5.0

5.2

SKu

1 2 3 4 5 6

03815001−4 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = −0.043605, p−value = 0.7265alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002940198 2.444344997 14.000000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

03815001−4 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.32464, p−value = 0.002727alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009179241 6.664405823 14.000000000

6.0

6.2

6.4

6.6

6.8

7.0

7.2

SKu

1 2 3 4 5 6

03815001−4 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.52767, p−value = 2.325e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01582747 3.04123139 14.00000000

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

03815001−4 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.19657, p−value = 0.03959alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001228523 2.079441547 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

03815001−4 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.21553, p−value = 0.06726alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0106282 0.8329091 14.0000000

−0.2

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

SKu

1 2 3 4 5 6

03815001−4 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.31861, p−value = 0.004933alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01381741 3.20518255 14.00000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

SKu

1 2 3 4 5 6

03815001−4 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.50608, p−value = 1.597e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02097675 5.56753254 14.00000000

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

SKu

1 2 3 4 5 6

03815001−4 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.11803, p−value = 0.1669alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004454625 2.873829365 14.000000000

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

03823001−8 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.034118, p−value = 0.7321alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.000 0.004 14.000

0.000

0.002

0.004

0.006

0.008

0.010

0.012

0.014

0.016

SKc

1 2 3 4 5 6

03823001−8 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.25794, p−value = 0.02174alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01264715 4.67422962 14.00000000

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

03823001−8 Hierro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Hierro (28 years and 6 seasons)tau = −0.084986, p−value = 0.4646alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.00085 0.07000 14.00000

0.0

0.1

0.2

0.3

0.4

0.5

0.6

SKc

1 2 3 4 5 6

03823001−8 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.32065, p−value = 0.005835alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02575905 6.99393320 14.00000000

0

1

2

3

4

5

6

7

8

9

SKu

1 2 3 4 5 6

03823001−8 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.32768, p−value = 0.004165alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01839005 3.07841754 14.00000000

−3

−2

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

03823001−8 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.066815, p−value = 0.5206alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 8.625189e−04 2.081939e+00 1.400000e+01

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

03823001−8 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.34297, p−value = 0.00401alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02899499 1.22729242 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

SKu

1 2 3 4 5 6

03823001−8 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.39028, p−value = 0.0009418alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.06866388 4.58137608 14.00000000

2.0

2.5

3.0

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

03823001−8 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.15584, p−value = 0.1199alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004491374 2.995732307 14.000000000

2.6

2.7

2.8

2.9

3.0

3.1

3.2

3.3

3.4

3.5

SKu

1 2 3 4 5 6

03826001−4 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = −0.24171, p−value = 0.02217alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.0001428571 0.0040000000 14.0000000000

0.000

0.002

0.004

0.006

0.008

0.010

0.012

0.014

0.016

SKc

1 2 3 4 5 6

03826001−4 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.20609, p−value = 0.09529alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01123079 5.39816284 14.00000000

4.0

4.5

5.0

5.5

6.0

6.5

SKu

1 2 3 4 5 6

03826001−4 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.060206, p−value = 0.6021alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004821799 6.043075562 14.000000000

1

2

3

4

5

6

7

SKu

1 2 3 4 5 6

03826001−4 Hierro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Hierro (28 years and 6 seasons)tau = −0.28936, p−value = 0.006364alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.005454545 0.120000000 14.000000000

0.0

0.2

0.4

0.6

0.8

1.0

SKc

1 2 3 4 5 6

03826001−4 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.060256, p−value = 0.6223alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004487377 8.008031845 14.000000000

1

2

3

4

5

6

7

8

9

SKu

1 2 3 4 5 6

03826001−4 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.20609, p−value = 0.08241alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01129687 4.22974777 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

03826001−4 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.11729, p−value = 0.2596alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001104172 2.091864109 14.000000000

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

03826001−4 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.23043, p−value = 0.06351alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02275505 2.06686282 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

03826001−4 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.28469, p−value = 0.01008alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02090823 5.85792923 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

5.5

6.0

6.5

7.0

SKu

1 2 3 4 5 6

03826001−4 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.039859, p−value = 0.6029alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0009319782 2.9912118912 14.0000000000

2.4

2.6

2.8

3.0

3.2

3.4

3.6

SKu

1 2 3 4 5 6

04301001−8 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = 0.07772, p−value = 0.4116alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005893581 −3.411247730 14.000000000

−7

−6

−5

−4

−3

−2

SKu

1 2 3 4 5 6

04301001−8 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.28385, p−value = 0.01146alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01050309 3.92475104 14.00000000

3.4

3.6

3.8

4.0

4.2

4.4

4.6

SKu

1 2 3 4 5 6

04301001−8 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.095278, p−value = 0.404alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005364883 3.048370361 14.000000000

−1

0

1

2

3

4

5

SKu

1 2 3 4 5 6

04301001−8 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.12128, p−value = 0.1296alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02094449 −1.17118299 14.00000000

−7

−6

−5

−4

−3

−2

−1

0

1

2

SKu

1 2 3 4 5 6

04301001−8 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.12751, p−value = 0.1989alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005006863 6.152732849 14.000000000

5.4

5.6

5.8

6.0

6.2

6.4

6.6

6.8

7.0

SKu

1 2 3 4 5 6

04301001−8 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.37847, p−value = 0.00173alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01231771 2.49732065 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04301001−8 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.10716, p−value = 0.1979alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002171481 2.173614740 14.000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

SKu

1 2 3 4 5 6

04301001−8 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.37974, p−value = 0.0001212alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004188269 2.091864109 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

04301001−8 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.1507, p−value = 0.1907alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01158145 0.99325180 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

SKu

1 2 3 4 5 6

04301001−8 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.26135, p−value = 0.03024alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01727528 3.64816165 14.00000000

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

4.6

SKu

1 2 3 4 5 6

04301001−8 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.1902, p−value = 0.04647alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00868598 4.72295332 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

04301001−8 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.24098, p−value = 0.008802alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01321522 2.36554885 14.00000000

−2

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

04302001−3 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.20149, p−value = 0.04536alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.02232344 −0.77652878 14.00000000

−10

−8

−6

−4

−2

0

2

SKu

1 2 3 4 5 6

04302001−3 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.30126, p−value = 0.009704alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008366621 5.362002373 14.000000000

4.8

5.0

5.2

5.4

5.6

5.8

6.0

SKu

1 2 3 4 5 6

04302001−3 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.34293, p−value = 0.005051alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0165859 4.5350909 14.0000000

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

04302001−3 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.13546, p−value = 0.05409alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01420479 2.97297192 14.00000000

−8

−6

−4

−2

0

2

4

6

SKu

1 2 3 4 5 6

04302001−3 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.52291, p−value = 3.457e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01292253 7.52563667 14.00000000

6.8

7.0

7.2

7.4

7.6

7.8

8.0

SKu

1 2 3 4 5 6

04302001−3 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.60647, p−value = 1.311e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01686996 3.92437339 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

04302001−3 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.072561, p−value = 0.3514alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001610425 2.186051369 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04302001−3 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.31148, p−value = 0.001443alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.006614467 1.568615913 14.000000000

1.2

1.3

1.4

1.5

1.6

1.7

1.8

1.9

2.0

SKu

1 2 3 4 5 6

04302001−3 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.074565, p−value = 0.5523alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002697726 2.557227373 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04302001−3 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.41639, p−value = 0.001321alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02278334 4.73402929 14.00000000

0

1

2

3

4

5

6

SKu

1 2 3 4 5 6

04302001−3 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.57844, p−value = 1.55e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01478681 6.90824127 14.00000000

6.5

6.6

6.7

6.8

6.9

7.0

7.1

7.2

7.3

SKu

1 2 3 4 5 6

04302001−3 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.23415, p−value = 0.004903alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01316873 2.36546087 14.00000000

−3

−2

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

04302003−K Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.028477, p−value = 0.7863alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.005519283 −3.688879490 14.000000000

−9

−8

−7

−6

−5

−4

−3

−2

−1

SKu

1 2 3 4 5 6

04302003−K Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = −0.43343, p−value = 0.0004853alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01279908 5.37859821 14.00000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

SKu

1 2 3 4 5 6

04302003−K Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = −0.28184, p−value = 0.009715alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01460018 2.38296628 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04302003−K Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.1771, p−value = 0.08451alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.04638806 2.26485682 14.00000000

−3

−2

−1

0

1

2

3

4

5

SKu

1 2 3 4 5 6

04302003−K CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.22371, p−value = 0.006671alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004842351 7.565275192 14.000000000

7.0

7.2

7.4

7.6

7.8

8.0

SKu

1 2 3 4 5 6

04302003−K Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.5724, p−value = 4.649e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02622008 3.86743283 14.00000000

1.5

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

04302003−K OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.0059347, p−value = 0.9535alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.00014904 1.94376469 14.00000000

1.0

1.2

1.4

1.6

1.8

2.0

2.2

2.4

SKu

1 2 3 4 5 6

04302003−K pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.1402, p−value = 0.09576alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.003598031 1.337629199 14.000000000

0.9

1.0

1.1

1.2

1.3

1.4

1.5

1.6

1.7

1.8

SKu

1 2 3 4 5 6

04302003−K Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = −0.74277, p−value = 7.768e−09alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.04173224 2.63188887 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

04302003−K Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = −0.29593, p−value = 0.02614alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01295906 4.07405663 14.00000000

3.6

3.8

4.0

4.2

4.4

4.6

4.8

SKu

1 2 3 4 5 6

04302003−K Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.26798, p−value = 0.008813alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009003473 7.047517300 14.000000000

6.2

6.4

6.6

6.8

7.0

7.2

7.4

7.6

SKu

1 2 3 4 5 6

04302003−K Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.38715, p−value = 0.0005972alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01139991 2.28238249 14.00000000

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04302004−8 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.026105, p−value = 0.7392alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002721173 −0.906340420 14.000000000

−10

−8

−6

−4

−2

0

2

SKu

1 2 3 4 5 6

04302004−8 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.19837, p−value = 0.05963alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007318497 5.332670689 14.000000000

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

04302004−8 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.18787, p−value = 0.09673alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01133637 4.52387333 14.00000000

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

04302004−8 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.24685, p−value = 0.0006511alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.02215024 2.37954617 14.00000000

−8

−6

−4

−2

0

2

4

SKu

1 2 3 4 5 6

04302004−8 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.15987, p−value = 0.07469alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005865063 7.499976158 14.000000000

6.4

6.6

6.8

7.0

7.2

7.4

7.6

7.8

8.0

8.2

SKu

1 2 3 4 5 6

04302004−8 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.19635, p−value = 0.05305alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005296416 3.925925970 14.000000000

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

SKu

1 2 3 4 5 6

04302004−8 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = 0.093224, p−value = 0.3161alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003264558 2.166765451 14.000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04302004−8 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.28304, p−value = 0.0009314alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.006214262 1.763017058 14.000000000

1.5

1.6

1.7

1.8

1.9

2.0

2.1

2.2

SKu

1 2 3 4 5 6

04302004−8 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.17698, p−value = 0.1578alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009805143 2.484906673 14.000000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04302004−8 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.30783, p−value = 0.01123alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01897967 4.78168344 14.00000000

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

04302004−8 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.11804, p−value = 0.188alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003643087 6.726941109 14.000000000

5.0

5.5

6.0

6.5

7.0

7.5

SKu

1 2 3 4 5 6

04302004−8 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.21931, p−value = 0.008335alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01819922 2.03861952 14.00000000

−4

−3

−2

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

04302005−6 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.19087, p−value = 0.06152alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.02789968 −0.69114918 14.00000000

−10

−8

−6

−4

−2

0

2

SKu

1 2 3 4 5 6

04302005−6 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.35012, p−value = 0.003855alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0072823 5.3598938 14.0000000

4.8

5.0

5.2

5.4

5.6

5.8

SKu

1 2 3 4 5 6

04302005−6 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.36091, p−value = 0.002982alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01681646 4.35884762 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

04302005−6 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.1809, p−value = 0.04746alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01926433 2.89867067 14.00000000

−8

−6

−4

−2

0

2

4

6

SKu

1 2 3 4 5 6

04302005−6 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.50656, p−value = 8.941e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01311179 7.56112146 14.00000000

6.8

7.0

7.2

7.4

7.6

7.8

8.0

SKu

1 2 3 4 5 6

04302005−6 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.6424, p−value = 1.192e−07alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01898513 3.88218212 14.00000000

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

04302005−6 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = 0.071498, p−value = 0.4266alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00179338 2.19277024 14.00000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04302005−6 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.25433, p−value = 0.01333alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0085827 1.5216990 14.0000000

1.0

1.2

1.4

1.6

1.8

2.0

SKu

1 2 3 4 5 6

04302005−6 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = −0.025575, p−value = 0.8415alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001205547 2.571772099 14.000000000

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04302005−6 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.37196, p−value = 0.002762alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01782036 4.58023691 14.00000000

3.8

4.0

4.2

4.4

4.6

4.8

5.0

5.2

5.4

SKu

1 2 3 4 5 6

04302005−6 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.52107, p−value = 7.272e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01694641 6.98596573 14.00000000

6.4

6.6

6.8

7.0

7.2

7.4

SKu

1 2 3 4 5 6

04302005−6 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.23232, p−value = 0.004747alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01973576 1.92424870 14.00000000

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

04302007−2 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.012266, p−value = 0.8993alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002384482 0.155700266 14.000000000

−10

−8

−6

−4

−2

0

2

SKu

1 2 3 4 5 6

04302007−2 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = −0.002994, p−value = 0.9837alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.000049176 5.192956924 14.000000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

SKu

1 2 3 4 5 6

04302007−2 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = −0.013201, p−value = 0.9081alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0009825684 2.2192034721 14.0000000000

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

04302007−2 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.10032, p−value = 0.2733alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01672435 3.68880463 14.00000000

−6

−4

−2

0

2

4

6

SKu

1 2 3 4 5 6

04302007−2 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.34055, p−value = 0.003858alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01461421 7.40062046 14.00000000

6.6

6.8

7.0

7.2

7.4

7.6

7.8

8.0

8.2

SKu

1 2 3 4 5 6

04302007−2 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.26048, p−value = 0.0188alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01465872 3.59473372 14.00000000

−2

−1

0

1

2

3

4

5

SKu

1 2 3 4 5 6

04302007−2 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.10695, p−value = 0.181alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002958825 1.987874389 14.000000000

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

SKu

1 2 3 4 5 6

04302007−2 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.39698, p−value = 0.0004383alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01575566 1.40474081 14.00000000

0.8

1.0

1.2

1.4

1.6

1.8

2.0

SKu

1 2 3 4 5 6

04302007−2 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = −0.3319, p−value = 0.002395alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.008656288 2.537340879 14.000000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04302007−2 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.0064725, p−value = 0.9663alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 2.686852e−04 4.087656e+00 1.400000e+01

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

4.6

SKu

1 2 3 4 5 6

04302007−2 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.27791, p−value = 0.01776alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01488679 6.88249207 14.00000000

5.5

6.0

6.5

7.0

7.5

8.0

SKu

1 2 3 4 5 6

04302007−2 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.49023, p−value = 4.768e−07alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01239365 2.39789534 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04302011−0 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = 0.21736, p−value = 0.01684alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004708338 2.708050251 14.000000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04302011−0 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.12854, p−value = 0.2095alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001507143 5.688489437 14.000000000

5.4

5.5

5.6

5.7

5.8

5.9

6.0

SKu

1 2 3 4 5 6

04302011−0 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = −0.052564, p−value = 0.5304alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0002229479 7.7140970230 14.0000000000

7.60

7.65

7.70

7.75

7.80

SKu

1 2 3 4 5 6

04302011−0 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.079114, p−value = 0.3242alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.009578228 −2.302585125 14.000000000

−7

−6

−5

−4

−3

−2

−1

0

SKu

1 2 3 4 5 6

04302011−0 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.32512, p−value = 0.002018alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005275011 9.032289505 14.000000000

8.7

8.8

8.9

9.0

9.1

9.2

9.3

9.4

SKu

1 2 3 4 5 6

04302011−0 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = −0.12094, p−value = 0.2036alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002572227 1.458615065 14.000000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04302011−0 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.10647, p−value = 0.285alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.006395862 1.040276766 14.000000000

0.0

0.5

1.0

1.5

2.0

SKu

1 2 3 4 5 6

04302011−0 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.008658, p−value = 0.9377alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.000000 1.960095 14.000000

1.6

1.7

1.8

1.9

2.0

2.1

2.2

SKu

1 2 3 4 5 6

04302011−0 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.33722, p−value = 0.002074alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005782729 7.281039238 14.000000000

7.0

7.1

7.2

7.3

7.4

7.5

7.6

SKu

1 2 3 4 5 6

04302011−0 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.10352, p−value = 0.3086alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002630767 3.778948307 14.000000000

3.3

3.4

3.5

3.6

3.7

3.8

3.9

4.0

SKu

1 2 3 4 5 6

04303001−9 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.25959, p−value = 0.008883alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.02946479 −1.95899534 14.00000000

−5

−4

−3

−2

−1

0

SKu

1 2 3 4 5 6

04303001−9 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.16026, p−value = 0.1048alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007759809 4.419128418 14.000000000

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

04303001−9 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.15147, p−value = 0.2201alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01229171 3.66273737 14.00000000

2.0

2.5

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

04303001−9 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.19332, p−value = 0.005621alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01991075 1.46751642 14.00000000

−8

−6

−4

−2

0

2

4

SKu

1 2 3 4 5 6

04303001−9 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.13163, p−value = 0.1766alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005869103 6.621405602 14.000000000

6.0

6.2

6.4

6.6

6.8

7.0

7.2

7.4

SKu

1 2 3 4 5 6

04303001−9 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.27882, p−value = 0.01248alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01253202 2.99633718 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

04303001−9 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.10552, p−value = 0.1461alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002399002 2.177021980 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04303001−9 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.17862, p−value = 0.03438alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002128422 2.008884668 14.000000000

1.7

1.8

1.9

2.0

2.1

2.2

2.3

SKu

1 2 3 4 5 6

04303001−9 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.074614, p−value = 0.5281alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007471278 1.598329544 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04303001−9 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.33419, p−value = 0.006766alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02358611 4.02511930 14.00000000

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

04303001−9 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.094321, p−value = 0.3019alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0050354 5.5817013 14.0000000

4.5

5.0

5.5

6.0

6.5

7.0

SKu

1 2 3 4 5 6

04303001−9 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.2957, p−value = 0.001194alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01645028 2.35517025 14.00000000

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04304002−2 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.31951, p−value = 0.0009942alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009120744 3.657683849 14.000000000

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

SKu

1 2 3 4 5 6

04304002−2 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = −0.13395, p−value = 0.2358alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01016595 2.03855085 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04304002−2 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.051077, p−value = 0.5052alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005551666 −0.843970060 14.000000000

−5

−4

−3

−2

−1

0

1

SKu

1 2 3 4 5 6

04304002−2 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.17558, p−value = 0.04223alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004823023 5.702113152 14.000000000

5.0

5.2

5.4

5.6

5.8

6.0

6.2

SKu

1 2 3 4 5 6

04304002−2 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.41109, p−value = 3.123e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01080216 2.01002216 14.00000000

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

04304002−2 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.086768, p−value = 0.178alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002445954 2.199444294 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04304002−2 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.3015, p−value = 0.001302alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00319254 2.05860066 14.00000000

1.75

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04304002−2 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.13174, p−value = 0.2647alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005964668 0.095310181 14.000000000

−0.8

−0.6

−0.4

−0.2

0.0

0.2

0.4

0.6

0.8

SKu

1 2 3 4 5 6

04304002−2 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.28384, p−value = 0.02849alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01381154 2.38608599 14.00000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04304002−2 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.30909, p−value = 0.002739alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01561943 4.47049522 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

04304002−2 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.2734, p−value = 0.00217alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01573481 2.44234705 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04306001−5 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.2437, p−value = 0.02145alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.02738257 −2.47102118 14.00000000

−7

−6

−5

−4

−3

−2

−1

0

SKu

1 2 3 4 5 6

04306001−5 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.21465, p−value = 0.03715alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008513568 4.258284092 14.000000000

3.2

3.4

3.6

3.8

4.0

4.2

4.4

4.6

4.8

SKu

1 2 3 4 5 6

04306001−5 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.12594, p−value = 0.3244alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01074678 3.30133462 14.00000000

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

04306001−5 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.17572, p−value = 0.02686alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01775351 1.14727640 14.00000000

−8

−6

−4

−2

0

2

4

SKu

1 2 3 4 5 6

04306001−5 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.12587, p−value = 0.2177alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005572548 6.456769466 14.000000000

4.5

5.0

5.5

6.0

6.5

7.0

SKu

1 2 3 4 5 6

04306001−5 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.36479, p−value = 0.002298alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01445401 2.79953241 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04306001−5 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.24423, p−value = 0.004386alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.004598368 2.184926987 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04306001−5 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.2746, p−value = 0.003915alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002393605 2.060513496 14.000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04306001−5 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.11012, p−value = 0.3782alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008656006 1.309953094 14.000000000

0.0

0.5

1.0

1.5

2.0

SKu

1 2 3 4 5 6

04306001−5 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.27114, p−value = 0.03622alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01820898 3.72568178 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

04306001−5 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.14343, p−value = 0.1361alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008442055 5.376740456 14.000000000

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

SKu

1 2 3 4 5 6

04306001−5 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.32099, p−value = 0.001321alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01226701 2.59525466 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04308001−6 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.23726, p−value = 0.01442alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.02433804 −2.52572870 14.00000000

−9

−8

−7

−6

−5

−4

−3

−2

−1

SKu

1 2 3 4 5 6

04308001−6 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.31811, p−value = 0.00533alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01083924 4.31347990 14.00000000

3.8

4.0

4.2

4.4

4.6

4.8

5.0

SKu

1 2 3 4 5 6

04308001−6 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.14517, p−value = 0.2533alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009757508 3.270819664 14.000000000

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

04308001−6 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.14722, p−value = 0.02213alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01548943 0.99325180 14.00000000

−8

−6

−4

−2

0

2

4

SKu

1 2 3 4 5 6

04308001−6 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.18784, p−value = 0.06463alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007060914 6.439350605 14.000000000

5.8

6.0

6.2

6.4

6.6

6.8

7.0

SKu

1 2 3 4 5 6

04308001−6 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.46016, p−value = 0.0002226alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01563314 2.78499222 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04308001−6 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.19725, p−value = 0.01956alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.003846264 2.202149153 14.000000000

1.0

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04308001−6 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.17908, p−value = 0.0356alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001650155 2.066229343 14.000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04308001−6 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.16835, p−value = 0.1644alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01103488 1.27326214 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

SKu

1 2 3 4 5 6

04308001−6 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.31818, p−value = 0.01935alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01994356 3.65325236 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

04308001−6 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.21792, p−value = 0.02234alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009518232 5.353279114 14.000000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

SKu

1 2 3 4 5 6

04308001−6 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.22582, p−value = 0.01049alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007858146 2.708050251 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

04311001−2 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.21955, p−value = 0.06134alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007148501 2.858594418 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

SKu

1 2 3 4 5 6

04311001−2 Cloruro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Cloruro (28 years and 6 seasons)tau = −0.41695, p−value = 0.0001157alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.1061538 2.5920000 14.0000000

0

2

4

6

8

10

12

SKc

1 2 3 4 5 6

04311001−2 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.01657, p−value = 0.8607alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0008772016 −1.3862943649 14.0000000000

−7

−6

−5

−4

−3

−2

−1

0

1

SKu

1 2 3 4 5 6

04311001−2 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = −0.04924, p−value = 0.6393alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001687717 4.867534637 14.000000000

3.8

4.0

4.2

4.4

4.6

4.8

5.0

5.2

5.4

5.6

SKu

1 2 3 4 5 6

04311001−2 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.23262, p−value = 0.03858alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00752575 1.00539994 14.00000000

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1.8

SKu

1 2 3 4 5 6

04311001−2 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.0030234, p−value = 0.976alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.000000 2.222997 14.000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04311001−2 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.18319, p−value = 0.0254alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00235448 2.03470564 14.00000000

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04311001−2 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.20168, p−value = 0.06801alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0116135 0.0000000 14.0000000

−1.0

−0.5

0.0

0.5

1.0

SKu

1 2 3 4 5 6

04311001−2 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.24695, p−value = 0.04076alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01060158 1.64538407 14.00000000

0.6

0.8

1.0

1.2

1.4

1.6

1.8

2.0

2.2

SKu

1 2 3 4 5 6

04311001−2 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.42151, p−value = 0.0003867alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02359659 2.92316151 14.00000000

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

04311001−2 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.01927, p−value = 0.8254alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0002176762 2.3025350571 14.0000000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04314002−7 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.18993, p−value = 0.1135alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007801103 3.602052689 14.000000000

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

SKu

1 2 3 4 5 6

04314002−7 Cloruro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Cloruro (28 years and 6 seasons)tau = −0.30536, p−value = 0.01095alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.139 4.600 14.000

0

2

4

6

8

10

12

14

SKc

1 2 3 4 5 6

04314002−7 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.076106, p−value = 0.3989alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01125237 −1.83258152 14.00000000

−7

−6

−5

−4

−3

−2

−1

0

SKu

1 2 3 4 5 6

04314002−7 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.089041, p−value = 0.4149alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004171764 5.574051857 14.000000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

6.4

SKu

1 2 3 4 5 6

04314002−7 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.28159, p−value = 0.01557alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01155129 1.70474803 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04314002−7 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.11527, p−value = 0.1718alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002276009 2.197224617 14.000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

04314002−7 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.22693, p−value = 0.02128alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002555334 2.074429035 14.000000000

1.7

1.8

1.9

2.0

2.1

2.2

2.3

SKu

1 2 3 4 5 6

04314002−7 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.15775, p−value = 0.2011alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007038807 0.271933079 14.000000000

−0.6

−0.4

−0.2

0.0

0.2

0.4

0.6

0.8

1.0

SKu

1 2 3 4 5 6

04314002−7 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.21807, p−value = 0.0776alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01230762 2.23165584 14.00000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

SKu

1 2 3 4 5 6

04314002−7 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.41807, p−value = 3.564e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02192991 4.00642300 14.00000000

−1

0

1

2

3

4

5

SKu

1 2 3 4 5 6

04314002−7 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.073971, p−value = 0.3878alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002141493 2.772588730 14.000000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04320001−1 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.1021, p−value = 0.3041alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01266432 −3.14655519 14.00000000

−9

−8

−7

−6

−5

−4

−3

−2

SKu

1 2 3 4 5 6

04320001−1 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.28595, p−value = 0.01567alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01067943 4.09476137 14.00000000

3.4

3.6

3.8

4.0

4.2

4.4

4.6

SKu

1 2 3 4 5 6

04320001−1 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.2309, p−value = 0.0659alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01612099 2.87683344 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

04320001−1 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.10121, p−value = 0.1591alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.009301665 0.512244225 14.000000000

−7

−6

−5

−4

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

04320001−1 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.18506, p−value = 0.09898alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00747746 6.20758295 14.00000000

5.6

5.8

6.0

6.2

6.4

6.6

6.8

SKu

1 2 3 4 5 6

04320001−1 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.41172, p−value = 0.0006484alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01602607 2.44832516 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04320001−1 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.142, p−value = 0.07016alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002403212 2.216478825 14.000000000

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

SKu

1 2 3 4 5 6

04320001−1 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.31032, p−value = 0.0007013alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002820708 2.076938391 14.000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

04320001−1 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.16115, p−value = 0.206alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01090438 1.02898884 14.00000000

0.0

0.5

1.0

1.5

2.0

SKu

1 2 3 4 5 6

04320001−1 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.35882, p−value = 0.0044alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02175601 3.31781578 14.00000000

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

SKu

1 2 3 4 5 6

04320001−1 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.24219, p−value = 0.01792alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01381651 4.99382830 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

04320001−1 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.17013, p−value = 0.01988alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005014136 2.721273899 14.000000000

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

04323001−8 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.34194, p−value = 0.005703alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.05306923 −4.50986004 14.00000000

−9

−8

−7

−6

−5

−4

−3

−2

SKu

1 2 3 4 5 6

04323001−8 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.36919, p−value = 0.004431alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01459706 4.29449940 14.00000000

3.8

4.0

4.2

4.4

4.6

4.8

5.0

SKu

1 2 3 4 5 6

04323001−8 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.21237, p−value = 0.09041alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01126484 3.03501654 14.00000000

1.5

2.0

2.5

3.0

3.5

4.0

SKu

1 2 3 4 5 6

04323001−8 Hierro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Hierro (28 years and 6 seasons)tau = −0.40952, p−value = 0.0002913alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.02 0.12 14.00

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

SKc

1 2 3 4 5 6

04323001−8 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.19697, p−value = 0.0838alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008537846 6.349139214 14.000000000

5.6

5.8

6.0

6.2

6.4

6.6

6.8

SKu

1 2 3 4 5 6

04323001−8 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.32899, p−value = 0.01349alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01168935 2.60165167 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04323001−8 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.21814, p−value = 0.005279alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.004224452 2.186051369 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

SKu

1 2 3 4 5 6

04323001−8 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.30044, p−value = 0.001175alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002406359 2.084428310 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04323001−8 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.15997, p−value = 0.2292alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0067933 1.1474024 14.0000000

0.0

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1.8

SKu

1 2 3 4 5 6

04323001−8 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.29861, p−value = 0.02864alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01663084 3.43305087 14.00000000

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

SKu

1 2 3 4 5 6

04323001−8 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.28871, p−value = 0.01531alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01316738 5.07517385 14.00000000

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

04323001−8 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.17424, p−value = 0.01191alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002806507 2.827313662 14.000000000

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04331003−8 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.10171, p−value = 0.3112alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.007024034 −4.882243156 14.000000000

−9

−8

−7

−6

−5

−4

−3

SKu

1 2 3 4 5 6

04331003−8 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.40065, p−value = 0.000809alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01753654 4.33139086 14.00000000

3.8

4.0

4.2

4.4

4.6

4.8

5.0

5.2

SKu

1 2 3 4 5 6

04331003−8 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.16364, p−value = 0.1979alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008983161 3.235575676 14.000000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

SKu

1 2 3 4 5 6

04331003−8 Hierro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Hierro (28 years and 6 seasons)tau = −0.25343, p−value = 0.009745alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.006222222 0.110000000 14.000000000

0.0

0.2

0.4

0.6

0.8

1.0

1.2

SKc

1 2 3 4 5 6

04331003−8 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.28542, p−value = 0.007767alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009565213 6.475432873 14.000000000

5.6

5.8

6.0

6.2

6.4

6.6

6.8

7.0

SKu

1 2 3 4 5 6

04331003−8 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.34354, p−value = 0.004752alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0106935 2.7459238 14.0000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04331003−8 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.21206, p−value = 0.02032alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.005411053 2.179852247 14.000000000

1.7

1.8

1.9

2.0

2.1

2.2

2.3

2.4

2.5

2.6

SKu

1 2 3 4 5 6

04331003−8 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.30102, p−value = 0.0008608alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002729138 2.104134083 14.000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

04331003−8 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.10274, p−value = 0.4218alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003082778 1.185401440 14.000000000

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1.8

SKu

1 2 3 4 5 6

04331003−8 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.37671, p−value = 0.00245alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0176334 3.6470153 14.0000000

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

SKu

1 2 3 4 5 6

04331003−8 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.32239, p−value = 0.003411alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01333523 5.15539551 14.00000000

4.6

4.8

5.0

5.2

5.4

5.6

5.8

SKu

1 2 3 4 5 6

04331003−8 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.08339, p−value = 0.2534alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002596344 2.933856964 14.000000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

04335001−3 Arsenico

Seasonal Kendall with correlation correction

data: log(Arsenico) (28 years and 6 seasons)tau = −0.22417, p−value = 0.02203alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.02028578 −5.22270060 14.00000000

−9

−8

−7

−6

−5

−4

−3

SKu

1 2 3 4 5 6

04335001−3 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.32934, p−value = 0.004566alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.03116714 4.81804514 14.00000000

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

04335001−3 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.19307, p−value = 0.1352alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0364446 4.8353758 14.0000000

2.5

3.0

3.5

4.0

4.5

5.0

5.5

6.0

6.5

SKu

1 2 3 4 5 6

04335001−3 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.15539, p−value = 0.03607alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0307702 −1.7147985 14.0000000

−7

−6

−5

−4

−3

−2

−1

0

1

SKu

1 2 3 4 5 6

04335001−3 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.24712, p−value = 0.03591alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02534651 7.13886690 14.00000000

4.5

5.0

5.5

6.0

6.5

7.0

7.5

8.0

8.5

SKu

1 2 3 4 5 6

04335001−3 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.26775, p−value = 0.0321alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02487578 3.43217921 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

04335001−3 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.28207, p−value = 0.002507alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.008107952 2.249184370 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

04335001−3 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.021466, p−value = 0.7939alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0003808095 2.0668628216 14.0000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04335001−3 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.17207, p−value = 0.1618alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01509979 1.60863733 14.00000000

0.6

0.8

1.0

1.2

1.4

1.6

1.8

2.0

2.2

2.4

SKu

1 2 3 4 5 6

04335001−3 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.31444, p−value = 0.01386alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.03088695 4.66475916 14.00000000

3.0

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

04335001−3 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.25606, p−value = 0.042alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01388042 5.63478947 14.00000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

SKu

1 2 3 4 5 6

04335001−3 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.1728, p−value = 0.01827alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004899988 2.901421547 14.000000000

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

04703002−1 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.26908, p−value = 0.01324alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 2.308592e−04 1.400000e−02 1.400000e+01

0.000

0.005

0.010

0.015

0.020

0.025

SKc

1 2 3 4 5 6

04703002−1 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.28937, p−value = 0.005165alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01506639 3.35670471 14.00000000

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

SKu

1 2 3 4 5 6

04703002−1 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.029136, p−value = 0.7337alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 9.302712e−04 5.472270e+00 1.400000e+01

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

SKu

1 2 3 4 5 6

04703002−1 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.38216, p−value = 0.0008252alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01525093 1.51688397 14.00000000

0.6

0.8

1.0

1.2

1.4

1.6

1.8

2.0

2.2

2.4

SKu

1 2 3 4 5 6

04703002−1 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.15609, p−value = 0.06141alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002042103 2.075684547 14.000000000

1.8

1.9

2.0

2.1

2.2

2.3

SKu

1 2 3 4 5 6

04703002−1 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.36387, p−value = 0.001359alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02174866 2.42943883 14.00000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

04703002−1 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.10569, p−value = 0.1145alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00376955 2.50331354 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04711001−7 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.059829, p−value = 0.5784alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.000 0.007 14.000

0.000

0.002

0.004

0.006

0.008

0.010

0.012

0.014

0.016

0.018

SKc

1 2 3 4 5 6

04711001−7 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.25954, p−value = 0.0249alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01138917 3.76352310 14.00000000

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

4.6

SKu

1 2 3 4 5 6

04711001−7 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = −0.0068213, p−value = 0.9597alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0007133484 2.5199093819 14.0000000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04711001−7 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.13822, p−value = 0.1827alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.006943375 5.805134773 14.000000000

5.0

5.2

5.4

5.6

5.8

6.0

6.2

6.4

SKu

1 2 3 4 5 6

04711001−7 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.32218, p−value = 0.008371alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01761155 2.04122043 14.00000000

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04711001−7 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.1623, p−value = 0.08126alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001919389 2.090628624 14.000000000

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04711001−7 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.11022, p−value = 0.3515alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01026413 0.35379863 14.00000000

−1.0

−0.5

0.0

0.5

1.0

SKu

1 2 3 4 5 6

04711001−7 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.39062, p−value = 0.00103alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02128168 2.77881932 14.00000000

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

SKu

1 2 3 4 5 6

04711001−7 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.030366, p−value = 0.7499alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 7.968188e−04 2.869035e+00 1.400000e+01

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

04716004−9 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.11816, p−value = 0.2971alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.0000 0.0032 14.0000

0.000

0.002

0.004

0.006

0.008

0.010

0.012

SKc

1 2 3 4 5 6

04716004−9 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.36567, p−value = 0.0009863alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01784897 3.81215334 14.00000000

3.2

3.4

3.6

3.8

4.0

4.2

4.4

4.6

SKu

1 2 3 4 5 6

04716004−9 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.11628, p−value = 0.3186alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0137105 2.9125071 14.0000000

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

04716004−9 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.2995, p−value = 0.002588alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01644764 6.11368227 14.00000000

4.5

5.0

5.5

6.0

6.5

7.0

SKu

1 2 3 4 5 6

04716004−9 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.34328, p−value = 0.003253alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02207645 2.58910370 14.00000000

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04716004−9 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.18144, p−value = 0.06501alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001861014 2.116255522 14.000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

04716004−9 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.18824, p−value = 0.1169alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01406925 0.75497842 14.00000000

−1.0

−0.5

0.0

0.5

1.0

1.5

2.0

SKu

1 2 3 4 5 6

04716004−9 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.42222, p−value = 0.0003797alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.03618788 3.29673314 14.00000000

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

04716004−9 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.1799, p−value = 0.05293alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004424876 2.926382303 14.000000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

04721001−1 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = −0.25312, p−value = 0.01341alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.000 0.001 14.000

0.000

0.001

0.002

0.003

0.004

0.005

0.006

0.007

SKc

1 2 3 4 5 6

04721001−1 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.17744, p−value = 0.06912alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008658488 2.968873501 14.000000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

SKu

1 2 3 4 5 6

04721001−1 Cloruro

Seasonal Kendall's tau with the Turnbull slope estimator

data: Cloruro (28 years and 6 seasons)tau = −0.35905, p−value = 0.0005664alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time NA 3.094 14.000

0

5

10

15

20

25

30

SKc

1 2 3 4 5 6

04721001−1 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.11973, p−value = 0.1801alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004791355 5.010635376 14.000000000

4.2

4.4

4.6

4.8

5.0

5.2

5.4

5.6

SKu

1 2 3 4 5 6

04721001−1 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.23659, p−value = 0.03953alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01095622 1.02556252 14.00000000

−0.5

0.0

0.5

1.0

1.5

SKu

1 2 3 4 5 6

04721001−1 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.068685, p−value = 0.398alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 8.312748e−04 2.042518e+00 1.400000e+01

1.75

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

SKu

1 2 3 4 5 6

04721001−1 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.1268, p−value = 0.2957alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01080509 0.00000000 14.00000000

−1.0

−0.8

−0.6

−0.4

−0.2

0.0

0.2

0.4

0.6

0.8

SKu

1 2 3 4 5 6

04721001−1 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.25487, p−value = 0.03111alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01204894 1.62924051 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

SKu

1 2 3 4 5 6

04721001−1 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.086605, p−value = 0.2613alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002773822 2.525728703 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04725001−3 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.40456, p−value = 0.0002581alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0123066 7.0535855 14.0000000

6.0

6.2

6.4

6.6

6.8

7.0

7.2

7.4

7.6

SKu

1 2 3 4 5 6

04725001−3 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.16129, p−value = 0.1124alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.00173004 2.04122043 14.00000000

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

SKu

1 2 3 4 5 6

04725001−3 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.2093, p−value = 0.0476alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00668996 3.04118061 14.00000000

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

04726001−9 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.172, p−value = 0.1065alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01767372 6.45118999 14.00000000

4.5

5.0

5.5

6.0

6.5

7.0

7.5

SKu

1 2 3 4 5 6

04726001−9 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.068802, p−value = 0.4369alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 6.427169e−04 2.111424e+00 1.400000e+01

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

04726001−9 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.096341, p−value = 0.2439alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003987629 2.949688435 14.000000000

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

05100001−3 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.10321, p−value = 0.3758alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003347295 3.025290966 14.000000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

SKu

1 2 3 4 5 6

05100001−3 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.077612, p−value = 0.5025alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01369857 −2.04022074 14.00000000

−6

−5

−4

−3

−2

−1

0

1

SKu

1 2 3 4 5 6

05100001−3 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.068742, p−value = 0.4847alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001958327 5.068904400 14.000000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

SKu

1 2 3 4 5 6

05100001−3 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.028933, p−value = 0.7941alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 4.739344e−04 1.044156e+00 1.400000e+01

0.6

0.8

1.0

1.2

1.4

1.6

SKu

1 2 3 4 5 6

05100001−3 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.27866, p−value = 0.005326alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.004935066 2.261763096 14.000000000

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05100001−3 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.034392, p−value = 0.7509alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0002185808 2.0794415474 14.0000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

SKu

1 2 3 4 5 6

05100001−3 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.0093985, p−value = 0.9463alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0000000 −0.9162908 14.0000000

−2.5

−2.0

−1.5

−1.0

−0.5

0.0

0.5

SKu

1 2 3 4 5 6

05100001−3 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.15925, p−value = 0.1789alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008266261 2.001480103 14.000000000

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05100001−3 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.12983, p−value = 0.2105alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.006823116 2.439731598 14.000000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05200001−7 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.21035, p−value = 0.07659alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008855571 3.363841534 14.000000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

SKu

1 2 3 4 5 6

05200001−7 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.007657, p−value = 0.9493alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00000 −1.82138 14.00000

−5

−4

−3

−2

−1

0

SKu

1 2 3 4 5 6

05200001−7 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.079576, p−value = 0.4484alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003369109 5.402677536 14.000000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

SKu

1 2 3 4 5 6

05200001−7 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.18923, p−value = 0.09418alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007022738 1.360976577 14.000000000

0.6

0.8

1.0

1.2

1.4

1.6

1.8

2.0

2.2

SKu

1 2 3 4 5 6

05200001−7 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.25037, p−value = 0.009759alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.005933476 2.263323307 14.000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

SKu

1 2 3 4 5 6

05200001−7 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.068966, p−value = 0.4432alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0004346792 2.0918641090 14.0000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

05200001−7 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.15596, p−value = 0.1382alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009701894 −0.693147182 14.000000000

−2.5

−2.0

−1.5

−1.0

−0.5

0.0

0.5

SKu

1 2 3 4 5 6

05200001−7 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.2344, p−value = 0.05099alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01415919 2.40002728 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05200001−7 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.23983, p−value = 0.02093alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01191963 2.56494927 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05402001−5 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = −0.37771, p−value = 0.0003564alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time −0.0006860978 0.0110000000 14.0000000000

0.00

0.01

0.02

0.03

0.04

0.05

0.06

SKc

1 2 3 4 5 6

05402001−5 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.24756, p−value = 0.01659alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.03928918 −0.50174201 14.00000000

−4

−3

−2

−1

0

1

2

SKu

1 2 3 4 5 6

05402001−5 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.24758, p−value = 0.0113alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01492432 6.17794418 14.00000000

4.5

5.0

5.5

6.0

6.5

7.0

7.5

SKu

1 2 3 4 5 6

05402001−5 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.43032, p−value = 0.0001125alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.009645445 2.166765451 14.000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

SKu

1 2 3 4 5 6

05402001−5 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.13305, p−value = 0.2249alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001751096 2.079441547 14.000000000

1.7

1.8

1.9

2.0

2.1

2.2

2.3

SKu

1 2 3 4 5 6

05402001−5 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.25036, p−value = 0.01694alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01014529 2.46083736 14.00000000

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05406001−7 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.58419, p−value = 5.96e−07alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02912004 3.64675379 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

05406001−7 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.29004, p−value = 0.005599alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.08804464 1.10194004 14.00000000

−5

−4

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

05406001−7 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.51262, p−value = 2.742e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0247327 5.7397928 14.0000000

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

6.4

6.6

SKu

1 2 3 4 5 6

05406001−7 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.54983, p−value = 8.702e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.03108207 2.04413390 14.00000000

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05406001−7 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.12378, p−value = 0.1977alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001662562 2.291523695 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05406001−7 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.082461, p−value = 0.4012alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.000878069 2.083184481 14.000000000

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

05406001−7 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.29155, p−value = 0.006396alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.01788288 2.40690470 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05410002−7 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.40541, p−value = 0.0002005alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01602817 4.08092165 14.00000000

3.4

3.6

3.8

4.0

4.2

4.4

4.6

4.8

SKu

1 2 3 4 5 6

05410002−7 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.076433, p−value = 0.3941alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0112819 1.0402768 14.0000000

−4

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

05410002−7 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.29201, p−value = 0.007644alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01097396 6.02465057 14.00000000

5.2

5.4

5.6

5.8

6.0

6.2

6.4

6.6

SKu

1 2 3 4 5 6

05410002−7 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.43423, p−value = 0.0001324alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02054573 1.97408104 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05410002−7 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = 0.045234, p−value = 0.6226alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 7.222983e−04 2.319442e+00 1.400000e+01

1.8

1.9

2.0

2.1

2.2

2.3

2.4

2.5

2.6

SKu

1 2 3 4 5 6

05410002−7 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.077364, p−value = 0.4142alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 5.032685e−04 2.069391e+00 1.400000e+01

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

SKu

1 2 3 4 5 6

05410002−7 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.052334, p−value = 0.5238alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001251101 2.217027187 14.000000000

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05410005−1 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.086716, p−value = 0.4693alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 6.25e−05 7.00e−03 1.40e+01

0.000

0.005

0.010

0.015

0.020

0.025

SKc

1 2 3 4 5 6

05410005−1 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.23191, p−value = 0.03059alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009269778 4.195181847 14.000000000

3.2

3.4

3.6

3.8

4.0

4.2

4.4

4.6

4.8

SKu

1 2 3 4 5 6

05410005−1 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.17829, p−value = 0.08304alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.03251624 1.02961946 14.00000000

−4

−3

−2

−1

0

1

2

3

SKu

1 2 3 4 5 6

05410005−1 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.12832, p−value = 0.2155alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00467402 6.12468338 14.00000000

5.2

5.4

5.6

5.8

6.0

6.2

6.4

6.6

6.8

SKu

1 2 3 4 5 6

05410005−1 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.34508, p−value = 0.001751alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01804192 2.14192104 14.00000000

−0.5

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05410005−1 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.095541, p−value = 0.2984alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002665023 2.227861643 14.000000000

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05410005−1 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.17337, p−value = 0.09146alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001127542 2.073171854 14.000000000

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

05410005−1 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.19027, p−value = 0.06609alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00816481 2.55719709 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05411001−4 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.12376, p−value = 0.1838alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 5.0e−05 5.0e−03 1.4e+01

0.000

0.002

0.004

0.006

0.008

0.010

0.012

0.014

0.016

0.018

SKc

1 2 3 4 5 6

05411001−4 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.54244, p−value = 7.391e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02365356 3.91172314 14.00000000

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

4.6

SKu

1 2 3 4 5 6

05411001−4 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.27562, p−value = 0.007752alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01247817 5.65945816 14.00000000

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

6.4

SKu

1 2 3 4 5 6

05411001−4 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.12329, p−value = 0.144alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.003705127 2.226754904 14.000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

SKu

1 2 3 4 5 6

05411001−4 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.022956, p−value = 0.7871alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0002297163 2.1015698910 14.0000000000

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

05411001−4 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.03125, p−value = 0.7618alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001809461 2.549445152 14.000000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05414001−0 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.17484, p−value = 0.08277alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 1.111111e−04 1.000000e−02 1.400000e+01

0.000

0.005

0.010

0.015

0.020

0.025

0.030

SKc

1 2 3 4 5 6

05414001−0 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.35621, p−value = 0.002378alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01810138 3.55777359 14.00000000

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

4.2

4.4

SKu

1 2 3 4 5 6

05414001−0 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.017301, p−value = 0.8691alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.001981195 −0.139262065 14.000000000

−4

−3

−2

−1

0

1

2

SKu

1 2 3 4 5 6

05414001−0 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.2376, p−value = 0.02171alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009024087 5.609465122 14.000000000

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

SKu

1 2 3 4 5 6

05414001−0 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.39706, p−value = 0.001715alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0138837 1.8870697 14.0000000

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05414001−0 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.017725, p−value = 0.8564alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0002701378 2.2512917519 14.0000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05414001−0 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.02097, p−value = 0.8299alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 1.139187e−04 2.098018e+00 1.400000e+01

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

05414001−0 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.10992, p−value = 0.2826alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.005335271 2.415913820 14.000000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05421004−3 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = −0.072785, p−value = 0.4905alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.000 0.001 14.000

0.000

0.001

0.002

0.003

0.004

0.005

0.006

0.007

SKc

1 2 3 4 5 6

05421004−3 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.24437, p−value = 0.0082alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.03544955 −1.27835178 14.00000000

−6

−5

−4

−3

−2

−1

0

1

SKu

1 2 3 4 5 6

05421004−3 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.3802, p−value = 0.0006524alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005141139 6.369899750 14.000000000

6.0

6.1

6.2

6.3

6.4

6.5

6.6

SKu

1 2 3 4 5 6

05421004−3 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.37153, p−value = 0.002362alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00660646 3.08369732 14.00000000

2.7

2.8

2.9

3.0

3.1

3.2

3.3

3.4

SKu

1 2 3 4 5 6

05421004−3 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.16883, p−value = 0.113alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.005037904 2.219203472 14.000000000

1.0

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05421004−3 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.084165, p−value = 0.3816alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0006311734 2.0553407669 14.0000000000

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

05421004−3 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = −0.24652, p−value = 0.03002alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.007775766 0.470003635 14.000000000

−0.6

−0.4

−0.2

0.0

0.2

0.4

0.6

0.8

1.0

1.2

SKu

1 2 3 4 5 6

05421004−3 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.10264, p−value = 0.2546alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0026157 2.8033605 14.0000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

05422001−4 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = −0.024809, p−value = 0.837alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.000 0.005 14.000

0.000

0.002

0.004

0.006

0.008

0.010

0.012

SKc

1 2 3 4 5 6

05422001−4 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.38012, p−value = 0.0009598alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01008097 4.59102249 14.00000000

4.0

4.2

4.4

4.6

4.8

5.0

5.2

SKu

1 2 3 4 5 6

05422001−4 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.028007, p−value = 0.7684alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.00554529 0.01961036 14.00000000

−4

−3

−2

−1

0

1

2

SKu

1 2 3 4 5 6

05422001−4 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.31163, p−value = 0.0009503alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005300808 6.618739128 14.000000000

5.8

6.0

6.2

6.4

6.6

6.8

7.0

SKu

1 2 3 4 5 6

05422001−4 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.21116, p−value = 0.00952alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005262716 3.118392229 14.000000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

SKu

1 2 3 4 5 6

05422001−4 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.031646, p−value = 0.7789alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001279319 1.948759079 14.000000000

0.5

1.0

1.5

2.0

2.5

SKu

1 2 3 4 5 6

05422001−4 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.011696, p−value = 0.906alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0001297446 2.0515563488 14.0000000000

1.80

1.85

1.90

1.95

2.00

2.05

2.10

2.15

2.20

SKu

1 2 3 4 5 6

05422001−4 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.083947, p−value = 0.2823alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001841704 2.772588730 14.000000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

05423003−6 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.067944, p−value = 0.5238alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.000 0.003 14.000

0.000

0.002

0.004

0.006

0.008

0.010

0.012

0.014

0.016

SKc

1 2 3 4 5 6

05423003−6 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.049751, p−value = 0.616alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.005402597 −0.452556729 14.000000000

−4

−3

−2

−1

0

1

2

SKu

1 2 3 4 5 6

05423003−6 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.38881, p−value = 0.0001216alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0129073 6.2998676 14.0000000

5.4

5.6

5.8

6.0

6.2

6.4

6.6

6.8

SKu

1 2 3 4 5 6

05423003−6 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.11886, p−value = 0.2302alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002659976 2.256527424 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05423003−6 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.019691, p−value = 0.8235alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.000109454 2.115050077 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

05423003−6 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.012912, p−value = 0.8971alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0003730059 2.7703964710 14.0000000000

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

05426003−2 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.51287, p−value = 6.926e−05alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0184913 4.4115853 14.0000000

3.6

3.8

4.0

4.2

4.4

4.6

4.8

5.0

SKu

1 2 3 4 5 6

05426003−2 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.018676, p−value = 0.8254alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004652023 −0.300812989 14.000000000

−4

−3

−2

−1

0

1

2

SKu

1 2 3 4 5 6

05426003−2 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.43801, p−value = 0.0001839alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01393095 6.42162228 14.00000000

5.8

6.0

6.2

6.4

6.6

6.8

7.0

SKu

1 2 3 4 5 6

05426003−2 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.45293, p−value = 0.0003567alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01859385 2.82714891 14.00000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

SKu

1 2 3 4 5 6

05426003−2 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = 0.011532, p−value = 0.9165alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 4.395485e−04 2.302585e+00 1.400000e+01

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

SKu

1 2 3 4 5 6

05426003−2 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = −0.11828, p−value = 0.128alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0009838621 2.1090004444 14.0000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

05426003−2 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.22667, p−value = 0.01962alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005948977 2.834976435 14.000000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

SKu

1 2 3 4 5 6

05427001−1 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.51038, p−value = 4.026e−06alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.07613624 −0.78800154 14.00000000

−6

−5

−4

−3

−2

−1

0

1

SKu

1 2 3 4 5 6

05427001−1 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.12058, p−value = 0.2861alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003476449 6.504288197 14.000000000

6.1

6.2

6.3

6.4

6.5

6.6

6.7

6.8

6.9

SKu

1 2 3 4 5 6

05427001−1 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = 0.088015, p−value = 0.3951alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005750261 2.230014324 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05427001−1 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.028213, p−value = 0.7531alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.000383005 2.056681156 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

05427001−1 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = 0.1845, p−value = 0.06694alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00591118 2.80940270 14.00000000

1.0

1.5

2.0

2.5

3.0

3.5

SKu

1 2 3 4 5 6

05701002−9 Arsenico

Seasonal Kendall's tau with the Turnbull slope estimator

data: Arsenico (28 years and 6 seasons)tau = 0.049057, p−value = 0.5576alternative hypothesis: true slope is not equal to 0sample estimates: slope median data median time 0.000 0.013 14.000

0.00

0.01

0.02

0.03

0.04

0.05

0.06

0.07

SKc

1 2 3 4 5 6

05701002−9 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.12595, p−value = 0.1611alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.004010841 4.806468964 14.000000000

3.8

4.0

4.2

4.4

4.6

4.8

5.0

5.2

5.4

5.6

SKu

1 2 3 4 5 6

05701002−9 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.10154, p−value = 0.2491alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.009533605 5.185708523 14.000000000

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

05701002−9 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = 0.045455, p−value = 0.5818alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01158736 1.11841488 14.00000000

−6

−4

−2

0

2

4

SKu

1 2 3 4 5 6

05701002−9 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.12166, p−value = 0.1386alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008519273 7.090008736 14.000000000

5.0

5.5

6.0

6.5

7.0

7.5

8.0

SKu

1 2 3 4 5 6

05701002−9 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.26087, p−value = 0.002199alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01791079 2.41591382 14.00000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

05701002−9 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.14286, p−value = 0.1346alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.003208738 2.240709782 14.000000000

1.8

1.9

2.0

2.1

2.2

2.3

2.4

2.5

2.6

SKu

1 2 3 4 5 6

05701002−9 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.23925, p−value = 0.01389alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.003205924 2.080003738 14.000000000

1.8

1.9

2.0

2.1

2.2

2.3

SKu

1 2 3 4 5 6

05701002−9 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.012924, p−value = 0.9008alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002304211 1.360976577 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05701002−9 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.11288, p−value = 0.1572alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01047301 4.72762108 14.00000000

3.0

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

05701002−9 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.16722, p−value = 0.05846alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.008462914 5.557834148 14.000000000

3.5

4.0

4.5

5.0

5.5

6.0

6.5

SKu

1 2 3 4 5 6

05701002−9 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.10647, p−value = 0.2728alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.004794099 2.257048130 14.000000000

0.5

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05703003−8 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.015337, p−value = 0.8723alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 7.007361e−04 4.900820e+00 1.400000e+01

3.8

4.0

4.2

4.4

4.6

4.8

5.0

5.2

5.4

SKu

1 2 3 4 5 6

05703003−8 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.075251, p−value = 0.4078alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.00583164 3.78189826 14.00000000

−1

0

1

2

3

4

5

SKu

1 2 3 4 5 6

05703003−8 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.047554, p−value = 0.597alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002943757 6.755178452 14.000000000

5.8

6.0

6.2

6.4

6.6

6.8

7.0

7.2

SKu

1 2 3 4 5 6

05703003−8 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.14072, p−value = 0.1625alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005492939 2.595254660 14.000000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

SKu

1 2 3 4 5 6

05703003−8 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.21777, p−value = 0.008022alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.004415536 2.223541975 14.000000000

1.7

1.8

1.9

2.0

2.1

2.2

2.3

2.4

2.5

2.6

SKu

1 2 3 4 5 6

05703003−8 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.43472, p−value = 0.0002295alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005028156 2.080690861 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

05703003−8 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = −0.05296, p−value = 0.6601alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.003359236 1.020998359 14.000000000

0.2

0.4

0.6

0.8

1.0

1.2

1.4

1.6

1.8

SKu

1 2 3 4 5 6

05703003−8 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.07619, p−value = 0.4056alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007194784 3.363453388 14.000000000

2.0

2.5

3.0

3.5

4.0

4.5

SKu

1 2 3 4 5 6

05703003−8 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = −0.023297, p−value = 0.7989alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001500673 5.695402622 14.000000000

4.0

4.5

5.0

5.5

6.0

6.5

SKu

1 2 3 4 5 6

05703003−8 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.10606, p−value = 0.3003alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.002555192 2.425673246 14.000000000

1.2

1.4

1.6

1.8

2.0

2.2

2.4

2.6

2.8

3.0

SKu

1 2 3 4 5 6

05707002−1 Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.35253, p−value = 0.001518alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01306588 4.93631744 14.00000000

3.8

4.0

4.2

4.4

4.6

4.8

5.0

5.2

5.4

5.6

SKu

1 2 3 4 5 6

05707002−1 Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.21976, p−value = 0.05717alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01372178 4.28114223 14.00000000

2.5

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6

05707002−1 Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.041667, p−value = 0.6318alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.005984366 1.098612309 14.000000000

−2

−1

0

1

2

3

4

SKu

1 2 3 4 5 6

05707002−1 CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.093842, p−value = 0.2633alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002353927 6.867369175 14.000000000

6.2

6.4

6.6

6.8

7.0

7.2

7.4

7.6

SKu

1 2 3 4 5 6

05707002−1 Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.37347, p−value = 0.002243alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01795207 2.96835637 14.00000000

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

4.0

SKu

1 2 3 4 5 6

05707002−1 OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.26412, p−value = 0.005504alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.007330179 2.332629204 14.000000000

1.6

1.8

2.0

2.2

2.4

2.6

2.8

SKu

1 2 3 4 5 6

05707002−1 pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.23676, p−value = 0.0175alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002460241 2.078814507 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

2.30

SKu

1 2 3 4 5 6

05707002−1 Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.059375, p−value = 0.6165alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.007768625 1.373695612 14.000000000

0.0

0.5

1.0

1.5

2.0

2.5

SKu

1 2 3 4 5 6

05707002−1 Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.40938, p−value = 0.0002763alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0254806 3.9529862 14.0000000

2.5

3.0

3.5

4.0

4.5

5.0

SKu

1 2 3 4 5 6

05707002−1 Sulfato

Seasonal Kendall with correlation correction

data: log(Sulfato) (28 years and 6 seasons)tau = 0.14909, p−value = 0.161alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.005238835 5.669880867 14.000000000

4.6

4.8

5.0

5.2

5.4

5.6

5.8

6.0

6.2

SKu

1 2 3 4 5 6

05707002−1 Temp

Seasonal Kendall with correlation correction

data: log(Temp) (28 years and 6 seasons)tau = −0.037879, p−value = 0.6678alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.001408537 2.267993689 14.000000000

1.0

1.5

2.0

2.5

3.0

SKu

1 2 3 4 5 6

05710001−K Calcio

Seasonal Kendall with correlation correction

data: log(Calcio) (28 years and 6 seasons)tau = 0.3982, p−value = 0.0007552alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01590194 4.91742229 14.00000000

4.4

4.6

4.8

5.0

5.2

5.4

5.6

SKu

1 2 3 4 5 6

05710001−K Cloruro

Seasonal Kendall with correlation correction

data: log(Cloruro) (28 years and 6 seasons)tau = 0.26211, p−value = 0.02806alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.0119384 5.0153112 14.0000000

3.5

4.0

4.5

5.0

5.5

6.0

SKu

1 2 3 4 5 6

05710001−K Hierro

Seasonal Kendall with correlation correction

data: log(Hierro) (28 years and 6 seasons)tau = −0.084718, p−value = 0.3334alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.0102692 1.1631508 14.0000000

−6

−4

−2

0

2

4

SKu

1 2 3 4 5 6

05710001−K CE

Seasonal Kendall with correlation correction

data: log(CE) (28 years and 6 seasons)tau = 0.33333, p−value = 0.001664alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.01070971 7.05961752 14.00000000

5.5

6.0

6.5

7.0

7.5

8.0

SKu

1 2 3 4 5 6

05710001−K Mg

Seasonal Kendall with correlation correction

data: log(Mg) (28 years and 6 seasons)tau = 0.40896, p−value = 0.0006751alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02218912 2.71060514 14.00000000

2.0

2.2

2.4

2.6

2.8

3.0

3.2

3.4

3.6

3.8

SKu

1 2 3 4 5 6

05710001−K OD

Seasonal Kendall with correlation correction

data: log(OD) (28 years and 6 seasons)tau = −0.20168, p−value = 0.0447alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time −0.003316564 2.322387695 14.000000000

1.8

1.9

2.0

2.1

2.2

2.3

2.4

2.5

2.6

2.7

SKu

1 2 3 4 5 6

05710001−K pH

Seasonal Kendall with correlation correction

data: log(pH) (28 years and 6 seasons)tau = 0.2606, p−value = 0.005049alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.002358571 2.085672140 14.000000000

1.90

1.95

2.00

2.05

2.10

2.15

2.20

2.25

SKu

1 2 3 4 5 6

05710001−K Potasio

Seasonal Kendall with correlation correction

data: log(Potasio) (28 years and 6 seasons)tau = 0.19267, p−value = 0.1007alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02041101 1.43722510 14.00000000

0.0

0.5

1.0

1.5

2.0

2.5

SKu

1 2 3 4 5 6

05710001−K Sodio

Seasonal Kendall with correlation correction

data: log(Sodio) (28 years and 6 seasons)tau = 0.32429, p−value = 0.007668alternative hypothesis: true slope is not equal to 0sample estimates: slope median.data median.time 0.02097191 4.58700609 14.00000000

3.0

3.5

4.0

4.5

5.0

5.5

SKu

1 2 3 4 5 6