Package: sad 0.1.3

sad: Verify the Scale, Anisotropy and Direction of Weather Forecasts

Implementation of the wavelet-based spatial verification method of Buschow and Friederichs "SAD: Verifying the Scale, Anisotropy and Direction of precipitation forecasts" (2020, submitted to QJRMS). Forecasts and Observations are transformed by a decimated or redundant dual-tree complex wavelet transform to analyze the spatial scale, degree of anisotropy and preferred direction in each field. These structural attributes are compared by a series of scores. An experimental algorithm for the correction of these errors is included as well.

Authors:Sebastian Buschow [aut, cre]

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sad.pdf |sad.html
sad/json (API)

# Install 'sad' in R:
install.packages('sad', repos = c('https://s6sebusc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 152 downloads 8 exports 2 dependencies

Last updated 4 years agofrom:295a81f089. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 15 2024
R-4.5-winOKNov 15 2024
R-4.5-linuxOKNov 15 2024
R-4.4-winOKNov 15 2024
R-4.4-macOKNov 15 2024
R-4.3-winOKNov 15 2024
R-4.3-macOKNov 15 2024

Exports:as.sadforecastgetparetohemdprepare_sadraincolssadcorrectsadverifsemd

Dependencies:dualtreesemdist

Readme and manuals

Help Manual

Help pageTopics
Find the pareto setgetpareto
histogram emdhemd
prepare a sad forecast for verificationprepare_sad
rain color scaleraincols
Random Rainrrain
correct structure errorssadcorrect
class for a list of forecastsas.sadforecast plot.sadforecast sadforecast
dual-tree verificationplot.sadverif sadverif summary.sadverif
spectral emdsemd