ProbForecastGOP: Probabilistic weather forecast using the GOP method

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).

AuthorVeronica J. Berrocal <veroberrocal@gmail.com>, Yulia Gel, Adrian E. Raftery, Tilmann Gneiting
Date of publication2012-10-29 08:57:28
MaintainerVeronica J. Berrocal <veroberrocal@gmail.com>
LicenseGPL (>= 2)
Version1.3.2

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...

Functions

avg.variog Man page
avg.variog.dir Man page
calc.difference Man page
calc.dist Man page
calc.dist.dir Man page
EmpDir.variog Man page
Emp.variog Man page
engrid Man page
ens.plot Man page
expvariog Man page
expvariog.fn Man page
Field.sim Man page
forecast.grid Man page
gauss.variog Man page
gauss.variog.fn Man page
gencauchy.variog Man page
gencauchy.variog.fn Man page
gridlat Man page
gridlong Man page
linesmodel Man page
matern.variog Man page
matern.variog.fn Man page
model.fit Man page
phase1temp Man page
plotens Man page
plotens.qt Man page
plotfields Man page
ProbForecastGOP Man page
ProbForecastGOP-package Man page
ProbForecastGOP-package Man page
sim.field Man page
slp Man page
spher.variog Man page
spher.variog.fn Man page
Variog.fit Man page

Files

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

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