Gus IID Data
Jocelyn S
10/11/2021
level <- 0.95
SVF1.Gus <- variogram(Gus.all)
SVF1.5.Gus <- variogram(Gus.all, fast= FALSE)##
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|======================================================================| 100%SVF2.Gus <- variogram(Gus.2021)
SVF2.5.Gus <- variogram(Gus.2021, fast= FALSE)##
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|======================================================================| 100%SVF3.Gus <- variogram(Gus.2020)
SVF3.5.Gus <- variogram(Gus.2020, fast= FALSE)##
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|======================================================================| 100%SVF4.Gus <- variogram(Gus.2019)
SVF4.5.Gus <- variogram(Gus.2019, fast= FALSE)##
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|======================================================================| 100%par(mfrow = c(2,2))
plot(SVF1.Gus, level = level, fraction= 1)
title(expression("All Gus Locations"))
plot(SVF1.5.Gus, level = level, fraction= 1)
title(expression("All Gus Locations, fast= FALSE"))
plot(SVF2.Gus, level = level, fraction= 1)
title(expression("2021 Gus Locations"))
plot(SVF2.5.Gus, level = level, fraction= 1)
title(expression("2021 Gus Locations, fast= FALSE"))
par(mfrow = c(2,2))
plot(SVF3.Gus, level = level, fraction= 1)
title(expression("2020 Gus Locations"))
plot(SVF3.5.Gus, level = level, fraction= 1)
title(expression("2020 Gus Locations, fast= FALSE"))
plot(SVF4.Gus, level = level, fraction= 1)
title(expression("2019 Gus Locations"))
plot(SVF4.5.Gus, level = level, fraction= 1)
title(expression("2019 Gus Locations, fast= FALSE"))
guess1 <- ctmm.guess(Gus.all, interactive= FALSE)
guess2 <- ctmm.guess(Gus.2021, interactive= FALSE)
guess3 <- ctmm.guess(Gus.2020, interactive= FALSE)
guess4 <- ctmm.guess(Gus.2019, interactive= FALSE)
fit1 <- ctmm.select(Gus.all, guess1)
fit2 <- ctmm.select(Gus.2021, guess2)
fit3 <- ctmm.select(Gus.2020, guess3)
fit4 <- ctmm.select(Gus.2019, guess4)
summary(fit1) # n= 434## $name
## [1] "OU anisotropic"
##
## $DOF
## mean area speed
## 131.3993 203.8534 0.0000
##
## $CI
## low est high
## area (hectares) 33.487435 38.605373 44.081924
## τ[position] (days) 3.875141 4.691445 5.679704summary(fit2) # n= 118## $name
## [1] "OU anisotropic"
##
## $DOF
## mean area speed
## 14.13165 22.65692 0.00000
##
## $CI
## low est high
## area (hectares) 24.0164 38.03155 55.21620
## τ[position] (days) 5.5961 10.14640 18.39664summary(fit3) # n= 109## $name
## [1] "OU anisotropic"
##
## $DOF
## mean area speed
## 25.98194 40.19693 0.00000
##
## $CI
## low est high
## area (hectares) 18.477999 25.841398 34.420391
## τ[position] (days) 2.677366 4.246542 6.735395summary(fit4) # n= 62## $name
## [1] "OU anisotropic"
##
## $DOF
## mean area speed
## 30.40411 40.15287 0.00000
##
## $CI
## low est high
## area (hectares) 46.867104 65.556514 87.333118
## τ[position] (days) 1.750822 3.362148 6.456418