Ages and lengths of Bull Trout from two Rocky Mountain lakes at two times.
Source:R/BullTroutRML2.R
BullTroutRML2.Rd
Assigned ages (from otoliths) and fork lengths of Bull Trout (Salvelinus confluentis) from two Rocky Mountain lakes in Alberta, CAN before and after a regulation change.
Format
A data frame with 96 observations on the following 4 variables:
- age
Age (from otoliths).
- fl
Fork length (mm).
- lake
Lake (
Harrison
andOsprey
).- era
Era of collection (
1977-80
and1997-01
). See details.
Source
From (approximately) Figure 2 of Parker, B.R., D.W. Schindler, F.M. Wilhelm, and D.B. Donald. 2007. Bull trout population responses to reductions in angler effort and retention limits. North American Journal of Fisheries Management 27:848-859. CSV file
Note
The historical (1977-1980) era samples were from before restrictive sportfishing regulatory regimes were implemented (in the 1990s) that led to changes in abundance and population structure of bull trout.
Examples
data(BullTroutRML2)
str(BullTroutRML2)
#> 'data.frame': 96 obs. of 4 variables:
#> $ age : int 14 12 10 10 9 9 9 8 8 7 ...
#> $ fl : int 459 449 471 446 400 440 462 480 449 437 ...
#> $ lake: Factor w/ 2 levels "Harrison","Osprey": 1 1 1 1 1 1 1 1 1 1 ...
#> $ era : Factor w/ 2 levels "1977-80","1997-01": 1 1 1 1 1 1 1 1 1 1 ...
head(BullTroutRML2)
#> age fl lake era
#> 1 14 459 Harrison 1977-80
#> 2 12 449 Harrison 1977-80
#> 3 10 471 Harrison 1977-80
#> 4 10 446 Harrison 1977-80
#> 5 9 400 Harrison 1977-80
#> 6 9 440 Harrison 1977-80
op <- par(mfrow=c(2,2),pch=19)
plot(fl~age,data=BullTroutRML2,subset=lake=="Harrison" & era=="1977-80",main="Harrison, 1977-80")
plot(fl~age,data=BullTroutRML2,subset=lake=="Harrison" & era=="1997-01",main="Harrison, 1997-2001")
plot(fl~age,data=BullTroutRML2,subset=lake=="Osprey" & era=="1977-80",main="Osprey, 1977-80")
plot(fl~age,data=BullTroutRML2,subset=lake=="Osprey" & era=="1997-01",main="Osprey, 1997-2001")
par(op)