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BatchLoad A script for batch data retrieval and load estimation. | ||
ChangeLoadGraph Create a surface plot showing the change in loading between two years. |
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# Use app1 (model7) from the vignette | ||
library(rloadest) | ||
data(app1.calib) | ||
# construct the model, see the vignette for app1 for details | ||
app1.lr7 <- loadReg(Phosphorus ~ model(7), data = app1.calib, flow = "FLOW", | ||
dates = "DATES", conc.units="mg/L", | ||
station="Illinois River at Marseilles, Ill.") | ||
# construct the grids | ||
FLOW <- seq(3000, 60000, length.out=21) | ||
DATES75 <- seq(as.Date("1975-01-01"), as.Date("1976-01-01"), length.out=24) | ||
Tmp75 <- expand.grid(DATES=DATES75, FLOW=FLOW) | ||
Tmp75$C <- predConc(app1.lr7, Tmp75)$Conc | ||
Tmp75$L <- predLoad(app1.lr7, Tmp75, by="day")$Flux | ||
Z.conc75 <- matrix(Tmp75$C, nrow=24) | ||
Z.load75 <- matrix(Tmp75$L, nrow=24) | ||
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DATES84 <- seq(as.Date("1984-01-01"), as.Date("1985-01-01"), length.out=24) | ||
Tmp84 <- expand.grid(DATES=DATES84, FLOW=FLOW) | ||
Tmp84$C <- predConc(app1.lr7, Tmp84)$Conc | ||
Tmp84$L <- predLoad(app1.lr7, Tmp84, by="day")$Flux | ||
Z.conc84 <- matrix(Tmp84$C, nrow=24) | ||
Z.load84 <- matrix(Tmp84$L, nrow=24) | ||
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# The range in concentration should be from .24 to .92 | ||
AA.lev <- seq(.24, .92, by=.02) | ||
# the maximum load is 84,000+, so set range to 100,000 | ||
# Construct the 1975 load/concentration surface | ||
# The shape of the surface indicates the potential loading given | ||
# The date and flow. The color of the surface indicates the | ||
# potential concentration given the date and flow. | ||
preSurface(DATES75, FLOW, Z.load75, zaxis.range = c(0, 100000), | ||
batch="I") -> AA75.pre | ||
# I selected | ||
# Construct the 1984 load/concentration surface | ||
preSurface(DATES84, FLOW, Z.load84, zaxis.range = c(0, 100000), | ||
batch="I") -> AA84.pre | ||
# I selected | ||
# Proceed: | ||
#set the page to landscape | ||
setPDF("land", basename="Change_Load") | ||
setLayout(width=c(4.5,4.5), height=5.5, explanation=list(right=1.2)) -> AA.lo | ||
setGraph(1, AA.lo) | ||
surfacePlot(pre=AA75.pre, z.color=Z.conc75, | ||
Surface=list(name="Concentration", levels=AA.lev), | ||
xtitle="1975", ytitle="Streamflow", ztitle="Load") -> AA75.pl | ||
addCaption("Change in Phosphorus Loading in the Illinois River at Marseilles, Ill. from 1975 to 1984") | ||
# Construct the 1984 load/concentration surface | ||
setGraph(2, AA.lo) | ||
surfacePlot(pre=AA84.pre, z.color=Z.conc84, | ||
Surface=list(name="Concentration", levels=AA.lev), | ||
xtitle="1984", ytitle="Streamflow", ztitle="Load") -> AA84.pl | ||
# The | ||
setGraph("explanation", AA.lo) | ||
addExplanation(AA84.pl) | ||
dev.off() | ||
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