Summary of Verification Results

A quantitative measure of how well the model fit the observed data was obtained by calculating the root-mean-square error (RMSE) between the observed (OBSi) and predicted (PREDi) values averaged over the number of observations (n):

The RMSE was calculated from observed and simulated data for WY2003 for each canary node for both grids. The RMSE was evaluated using the geometric progression of e as “cut-off” values corresponding to EXCELLENT, GOOD, FAIR, POOR, and VERY POOR . The score was based on the average error (RMSEavg) for each canary node with four or more observations. The geometric progression of e simply provides a convenient cut-off to score the magnitude of the error and provide a relative score for how well the model performed.

The cut-off values used to score the RMSE between observed and predicted data

Value 

RSME

 Rating

e

RSME < 2.72

EXCELLENT

e2

2.72 < RSME < 7.39

GOOD

e3

7.39 < RSME < 20.09

FAIR 

e4

20.09 < RSME < 54.60

POOR

e4

RSME >54.60

VERY POOR

In addition to the RMSE, the evaluation also considered whether the overall observed geometric mean was the same, underpredicted, or overpredicted by the geometric mean of the simulation. The means were considered the same if the predicted geomean was within 2.72 cfu/100 ml (e) of the observed mean. It underpredicted or overpredicted if the predicted mean was greater than or less than 2.72 cfu/100 ml (e) the observed geomean.

Comparison between the rating scores obtained using the average RMSE calculated from the 91 x 96 and 94 x 105 grids

 

Predicted: 91x96

 

Predicted: 94x105

 

Comparison of Grids

 Canary Node

Average

 

Geomean

 

Average

 

Geomean

 

Group Name

RMSE

Rating

Predicts

 

RMSE

Rating

Predicts

 

01-Dyes-Barker-Cr-

5.6

GOOD

SAME

 

5.59

GOOD

SAME

 

no change

02-Dyes-Chico-Cr--

16.9

FAIR

UNDER

 

26.89

POOR

UNDER

 

worsened

03-Dyes-Clear-Cr--

170.5

VERY POOR

UNDER

 

45.60

POOR

SAME

 

very improved

04-Dyes-DY24-Straw

41.1

POOR

UNDER

 

40.62

POOR

SAME

 

improved slightly

05-Dyes-DY28-ClamI

2.5

EXCELLENT

SAME

 

2.38

EXCELLENT

SAME

 

no change

07-Dyes-ErlandsPt-

6.7

GOOD

SAME

 

6.67

GOOD

SAME

 

no change

08-Dyes-M5-RockyPt

3.8

GOOD

UNDER

 

3.72

GOOD

UNDER

 

no change

09-Dyes-M7-MidWind

2.8

GOOD

SAME

 

2.93

GOOD

SAME

 

no change

10-Dyes-Windy-Pt--

7.0

GOOD

SAME

 

6.98

GOOD

SAME

 

no change

11-Dyes-wShore----

3.3

GOOD

SAME

 

3.17

GOOD

SAME

 

improved slightly

12-Ostrich-Bay-M6-

2.5

EXCELLENT

SAME

 

2.78

GOOD

SAME

 

worsened

13-Ostrich-eShore-

2.8

GOOD

SAME

 

2.82

GOOD

SAME

 

no change

14-Ostrich-JackPar

2.4

EXCELLENT

SAME

 

2.41

EXCELLENT

SAME

 

no change

15-Ostrich-OBCreek

6.4

GOOD

UNDER

 

6.53

GOOD

SAME

 

no change

16-OysterBay-all--

27.2

POOR

UNDER

 

13.29

FAIR

UNDER

 

improved

17-PhinnyBay-sEnd-

4.8

GOOD

UNDER

 

5.84

GOOD

UNDER

 

worsend slightly

18-POP-SN17-Waterm

6.3

GOOD

SAME

 

6.32

GOOD

SAME

 

no change

19-POP-Dee-Cr-----

40.6

POOR

UNDER

 

40.61

POOR

UNDER

 

no change

20-POP-IllaheeSPCr

1.9

EXCELLENT

SAME

 

1.86

EXCELLENT

SAME

 

no change

21-POP-M1-MidChann

4.4

GOOD

SAME

 

2.00

EXCELLENT

SAME

 

improved

22-POP-PO11-------

3.1

GOOD

SAME

 

3.06

GOOD

SAME

 

no change

23-POPASS-PO12----

2.1

EXCELLENT

SAME

 

2.05

EXCELLENT

SAME

 

no change

24-POP-SpringBroCr

5.0

GOOD

UNDER

 

5.00

GOOD

UNDER

 

no change

31-PWN-DY01-mouth-

2.9

GOOD

SAME

 

2.93

GOOD

SAME

 

no change

32-PWN-EvergrnPark

10.9

FAIR

UNDER

 

10.93

FAIR

UNDER

 

no change

33-PWN-AnCov-PineR

436.9

VERY POOR

UNDER

 

436.88

VERY POOR

UNDER

 

no change

34-RPass-ClamBay--

11.4

FAIR

UNDER

 

11.38

FAIR

UNDER

 

no change

35-RPass-FortWard-

374.9

VERY POOR

UNDER

 

374.92

VERY POOR

UNDER

 

no change

36-RPass-LynhwoodC

107.7

VERY POOR

UNDER

 

107.71

VERY POOR

UNDER

 

no change

37-RPass-M2-midChn

1.6

EXCELLENT

SAME

 

1.62

EXCELLENT

SAME

 

no change

38-RPas-SN18-Entra

4.1

GOOD

SAME

 

4.07

GOOD

SAME

 

no change

43-Sin-Gorst-Creek

7.7

FAIR

SAME

 

7.92

FAIR

OVER

 

no change

44-Sinclair-M3-mid

4.3

GOOD

SAME

 

4.33

GOOD

SAME

 

no change

45-Sinclair-M4-mid

9.3

FAIR

UNDER

 

9.80

FAIR

UNDER

 

worsened slightly

47-Sin-RossPt-SN08

5.7

GOOD

SAME

 

5.74

GOOD

SAME

 

no change

48-Sinclair-SaccoC

16.5

FAIR

SAME

 

16.48

FAIR

SAME

 

no change

49-Sin-SN03-PTOW--

5.9

GOOD

SAME

 

6.35

GOOD

SAME

 

no change

50-SinPO-BlackJ-Cr

42.2

POOR

UNDER

 

42.30

POOR

UNDER

 

no change

51-SinPO-KarcherCr

39.5

POOR

UNDER

 

39.61

POOR

UNDER

 

no change

52-SinPO-SN10-wfro

13.1

FAIR

UNDER

 

13.42

FAIR

UNDER

 

no change

53-Sin-SN11-12mari

20.4

POOR

UNDER

 

20.48

POOR

UNDER

 

no change

 

 

   

 
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