ProbForecastGOP: Probabilistic weather forecast using the GOP method

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The ProbForecastGOP package contains a main function, called ProbForecastGOP and other functions, to produce probabilistic weather forecasts of weather fields using the Geostatistical Output Perturbation (GOP) method of Gel, Raftery, and Gneiting (JASA, 2004).

Author
Veronica J. Berrocal <veroberrocal@gmail.com>, Yulia Gel, Adrian E. Raftery, Tilmann Gneiting
Date of publication
2012-10-29 08:57:28
Maintainer
Veronica J. Berrocal <veroberrocal@gmail.com>
License
GPL (>= 2)
Version
1.3.2

View on CRAN

Man pages

avg.variog
Empirical variogram of a random variable averaged over time
avg.variog.dir
Directional empirical variogram of a random variable averaged...
calc.difference
Internal function used to compute the empirical variogram of...
calc.dist
Internal function used to compute the inter-site distance...
calc.dist.dir
Internal function used to compute the inter-site directional...
EmpDir.variog
Directional empirical variogram of forecast errors averaged...
Emp.variog
Empirical variogram of forecast errors averaged over time
engrid
Internal function used to generate a numeric square matrix...
ens.plot
Internal function used to return a graphical display of a...
expvariog
Internal function used to estimate the nugget effect,...
expvariog.fn
Internal function used to estimate the variance and range...
Field.sim
Simulation of weather random field
forecast.grid
48-hour Temperature Forecast for the North American Pacific...
gauss.variog
Internal function used to estimate the nugget effect,...
gauss.variog.fn
Internal function used to estimate the variance and range...
gencauchy.variog
Internal function used to estimate the nugget effect,...
gencauchy.variog.fn
Internal function used to estimate the variance, range,...
gridlat
Latitudes of localities in the North American Pacific...
gridlong
Longitudes of localities in the North American Pacific...
linesmodel
Computation of parametric variogram model
matern.variog
Internal function used to estimate the nugget effect,...
matern.variog.fn
Internal function used to estimate the variance, range, and...
model.fit
Computation of parametric variogram model
phase1temp
Temperature in the Pacific Northwest during January-June 2000
plotens
Internal function called by the Field.sim and ProbForecastGOP...
plotens.qt
Internal function called by the Field.sim and the...
plotfields
Plot of weather fields
ProbForecastGOP
Probabilistic Weather Forecasts using the GOP method
ProbForecastGOP-package
Probabilistic weather forecast using the GOP method
sim.field
Internal function called by the Field.sim and the...
slp
Sea Level Pressure in the Pacific Northwest for the period...
spher.variog
Internal function used to estimate the nugget effect,...
spher.variog.fn
Internal function used to estimate the variance and range...
Variog.fit
Fitting a parametric variogram model to an empirical...

Files in this package

ProbForecastGOP
ProbForecastGOP/data
ProbForecastGOP/data/forecast.grid.txt
ProbForecastGOP/data/phase1temp.txt
ProbForecastGOP/data/gridlat.txt
ProbForecastGOP/data/slp.txt
ProbForecastGOP/data/gridlong.txt
ProbForecastGOP/data/datalist
ProbForecastGOP/NAMESPACE
ProbForecastGOP/man
ProbForecastGOP/man/phase1temp.Rd
ProbForecastGOP/man/ProbForecastGOP.Rd
ProbForecastGOP/man/plotens.Rd
ProbForecastGOP/man/slp.Rd
ProbForecastGOP/man/expvariog.fn.Rd
ProbForecastGOP/man/plotens.qt.Rd
ProbForecastGOP/man/calc.dist.Rd
ProbForecastGOP/man/forecast.grid.Rd
ProbForecastGOP/man/EmpDir.variog.Rd
ProbForecastGOP/man/sim.field.Rd
ProbForecastGOP/man/Field.sim.Rd
ProbForecastGOP/man/ProbForecastGOP-package.Rd
ProbForecastGOP/man/Emp.variog.Rd
ProbForecastGOP/man/gauss.variog.Rd
ProbForecastGOP/man/matern.variog.fn.Rd
ProbForecastGOP/man/gencauchy.variog.Rd
ProbForecastGOP/man/expvariog.Rd
ProbForecastGOP/man/gauss.variog.fn.Rd
ProbForecastGOP/man/avg.variog.dir.Rd
ProbForecastGOP/man/spher.variog.Rd
ProbForecastGOP/man/plotfields.Rd
ProbForecastGOP/man/ens.plot.Rd
ProbForecastGOP/man/calc.difference.Rd
ProbForecastGOP/man/model.fit.Rd
ProbForecastGOP/man/engrid.Rd
ProbForecastGOP/man/linesmodel.Rd
ProbForecastGOP/man/calc.dist.dir.Rd
ProbForecastGOP/man/gridlat.Rd
ProbForecastGOP/man/matern.variog.Rd
ProbForecastGOP/man/gencauchy.variog.fn.Rd
ProbForecastGOP/man/gridlong.Rd
ProbForecastGOP/man/Variog.fit.Rd
ProbForecastGOP/man/spher.variog.fn.Rd
ProbForecastGOP/man/avg.variog.Rd
ProbForecastGOP/inst
ProbForecastGOP/inst/doc
ProbForecastGOP/inst/doc/vignette.pdf
ProbForecastGOP/DESCRIPTION
ProbForecastGOP/MD5
ProbForecastGOP/R
ProbForecastGOP/R/avg.variog.R
ProbForecastGOP/R/gauss.variog.R
ProbForecastGOP/R/expvariog.fn.R
ProbForecastGOP/R/calc.dist.dir.R
ProbForecastGOP/R/gencauchy.variog.R
ProbForecastGOP/R/spher.variog.R
ProbForecastGOP/R/Variog.fit.R
ProbForecastGOP/R/engrid.R
ProbForecastGOP/R/ProbForecastGOP.R
ProbForecastGOP/R/matern.variog.fn.R
ProbForecastGOP/R/plotens.qt.R
ProbForecastGOP/R/sim.field.R
ProbForecastGOP/R/avg.variog.dir.R
ProbForecastGOP/R/matern.variog.R
ProbForecastGOP/R/plotens.R
ProbForecastGOP/R/model.fit.R
ProbForecastGOP/R/linesmodel.R
ProbForecastGOP/R/plotfields.R
ProbForecastGOP/R/gauss.variog.fn.R
ProbForecastGOP/R/Emp.variog.R
ProbForecastGOP/R/calc.difference.R
ProbForecastGOP/R/calc.dist.R
ProbForecastGOP/R/EmpDir.variog.R
ProbForecastGOP/R/ens.plot.R
ProbForecastGOP/R/gencauchy.variog.fn.R
ProbForecastGOP/R/Field.sim.R
ProbForecastGOP/R/expvariog.R
ProbForecastGOP/R/spher.variog.fn.R