Table 3 Comparison of delta AIC values from the step-wise GAM procedure for the best-fit model in each frequency band (blank boxes indicate that the covariate was not included in the best-fit model). AIC values are compared to the null model and greatest delta AIC values indicate the most improvement from the null model

From: Relationship between container ship underwater noise levels and ship design, operational and oceanographic conditions

Variable

delta AIC

Ship Design

 

Broad-band

16 Hz

31.5 Hz

63 Hz

124 Hz

250 Hz

500 Hz

Length

LOA

30.6

40.7

52.8

 

6.1

3.1

 

Gross tonnage

GT

   

12.5

50.0

16.5

11.9

Horsepower

HP

   

24.9

   

Service speed

SSPD

32.9

    

39.1

 

Draft

DFT

       

Identification

ID

       

Year built

YB

  

13.6

    

Ship Operational

 

Broad band

16 Hz

31.5 Hz

63 Hz

124 Hz

250 Hz

500 Hz

Speed

SPD

323.7

291.9

257.9

203.4

173.2

206.8

181.4

Range

RAN

 

10.5

 

17.2

6.4

2.3

 

Proportion of speed

PSPD

 

9.2

1.9

    

Other ship

OTH

  

2.6

4.9

   

Tones

TONE

11.8

    

10.0

30.6

Environmental

 

Broad band

16 Hz

31.5 Hz

63 Hz

124 Hz

250 Hz

500 Hz

Month

MTH

25.9

37.8

46.5

11.0

12.2

18.8

36.9

Wave height

WVHT

4.8

15.5

13.4

    

Wave direction

MWD

4.8

3.9

     

Current direction

CDIR

3.8

3.0

4.7

    

Wave period

DPD

       

Wind direction

WDIR

       

Wind speed

WSPD