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DESCRIPTION
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DESCRIPTION
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Package: hklmirs
Title: Reproducible Research Compendium for "Improving Models to Predict Holocellulose and Klason Lignin Contents for Peat Soil Organic Matter with Mid Infrared Spectra" and "Predicting Absolute Holocellulose and Klason Lignin Contents for Peat Remains Challenging".
Version: 0.4.0
Authors@R:
c(
person(given = "Henning",
family = "Teickner",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-3993-1182")),
person(given = "Klaus-Holger",
family = "Knorr",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0003-4175-0214"))
)
Description:
Reproducible Research Compendium for "Improving Models to Predict
Holocellulose and Klason Lignin Contents for Peat Soil Organic Matter with
Mid Infrared Spectra" and "Predicting Absolute Holocellulose and Klason
Lignin Contents for Peat Remains Challenging". In these two manuscripts, a
concrete strategy to improve original models developed by Hodgkins et al.
(2018) to predict organic matter holocellulose and Klason lignin contents
from mid infrared spectra is proposed and the results from Hodgkins et al.
(2018) are replicated.
License: GPL-3
ByteCompile: true
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.0
Imports:
bookdown,
here,
irpeat (>= 0.0.0.9000),
ir (>= 0.0.0.9000),
kableExtra (>= 1.1.0),
scales (>= 1.1.1),
ggrepel (>= 0.8.2),
patchwork (>= 1.0.1),
bayesplot (>= 1.7.2),
loo (>= 2.2.0),
brms (>= 2.13.0),
rstanarm (>= 2.19.3),
Rcpp (>= 1.0.4.6),
dplyr (>= 1.0.0),
magrittr (>= 1.5),
caret (>= 6.0-86),
lattice (>= 0.20-41),
ggplot2 (>= 3.3.2),
purrr (>= 0.3.4),
stringr (>= 1.4.0),
tidyr (>= 1.1.4),
betareg (>= 3.1.3)
Suggests:
devtools (>= 2.3.0),
git2r (>= 0.27.1),
rticles (>= 0.14)