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photobiology

Package ‘photobiology’ defines a system of classes for storing spectral data and accompanying metadata. For each of these classes specialised summary methods, maths operators and functions are provided. In addition, classes for storing collections of objects of the classes for individual spectra are defined as well as ‘apply’ functions. Extraction and replacement operators are also implemented. Functions for calculation of the position of the sun, times of sunrise and sunset, day length and night length are also provided.

The package supports storage and manipulation of data for radiation quantities and for optical properties of objects.

This package is the core of a suite of R packages for photobiological calculations described at the r4photobiology web site.

Examples

The first example shows you how to estimate solar irradiance in W/m2 under a filter. We use a measured solar spectrum and a measured filter transmission spectrum.

library(photobiology)
e_irrad(sun.spct * yellow_gel.spct)
#>  E_Total 
#> 146.5044 
#> attr(,"time.unit")
#> [1] "second"
#> attr(,"radiation.unit")
#> [1] "total energy irradiance"

The second example shows some simple astronomical calculations for the sun.

geocode <- data.frame(lon = 0, lat = 55)
date <- lubridate::today(tzone = "UTC")
sunrise_time(date, tz = "UTC", geocode = geocode)
#> [1] "2021-12-08 08:11:30 UTC"
day_length(date, tz = "UTC", geocode = geocode)
#> [1] 7.349798

Installation

Installation of the most recent stable version from CRAN:

install.packages("photobiology")

Once package ‘photobiology’ is installed, installation of the remaining or missing packages in the suite from CRAN:

intalled_pkgs <- installed.packages()[ , 1]
missing_pkgs <- setdiff(photobiology::r4p_pkgs, intalled_pkgs)
if (length(missing_pkgs) > 0) {
 install.packages(missing_pkgs)
}

Installation of the current unstable version from GitHub:

# install.packages("devtools")
devtools::install_github("aphalo/photobiology")

Documentation

HTML documentation is available at (https://docs.r4photobiology.info/photobiology/), including three User Guides.

News on updates to the different packages of the ‘r4photobiology’ suite are regularly posted at (https://www.r4photobiology.info/).

Two articles introduce the basic ideas behind the design of the suite and describe its use: Aphalo P. J. (2015) (https://doi.org/10.19232/uv4pb.2015.1.14) and Aphalo P. J. (2016) (https://doi.org/10.19232/uv4pb.2016.1.15).

A book is under preparation, and the draft is currently available at (https://leanpub.com/r4photobiology/).

A handbook written before the suite was developed contains useful information on the quantification and manipulation of ultraviolet and visible radiation: Aphalo, P. J., Albert, A., Björn, L. O., McLeod, A. R., Robson, T. M., & Rosenqvist, E. (Eds.) (2012) Beyond the Visible: A handbook of best practice in plant UV photobiology (1st ed., p. xxx + 174). Helsinki: University of Helsinki, Department of Biosciences, Division of Plant Biology. ISBN 978-952-10-8363-1 (PDF), 978-952-10-8362-4 (paperback). PDF file available from (https://hdl.handle.net/10138/37558).

Contributing

Pull requests, bug reports, and feature requests are welcome at (https://github.com/aphalo/photobiology).

Citation

If you use this package to produce scientific or commercial publications, please cite according to:

citation("photobiology")
#> 
#> To cite package 'photobiology' in publications, please use:
#> 
#>   Aphalo, Pedro J. (2015) The r4photobiology suite. UV4Plants Bulletin,
#>   2015:1, 21-29. DOI:10.19232/uv4pb.2015.1.14
#> 
#> A BibTeX entry for LaTeX users is
#> 
#>   @Article{,
#>     author = {Pedro J. Aphalo},
#>     title = {The r4photobiology suite},
#>     journal = {UV4Plants Bulletin},
#>     volume = {2015},
#>     number = {1},
#>     pages = {21-29},
#>     year = {2015},
#>     doi = {10.19232/uv4pb.2015.1.14},
#>   }

License

© 2012-2021 Pedro J. Aphalo (pedro.aphalo@helsinki.fi). Released under the GPL, version 2 or greater. This software carries no warranty of any kind.

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Version

Install

install.packages('photobiology')

Monthly Downloads

649

Version

0.10.9

License

GPL (>= 2)

Issues

Pull Requests

Stars

Forks

Maintainer

Pedro Aphalo

Last Published

February 4th, 2022

Functions in photobiology (0.10.9)

Afr2T

Convert transmittance into absorptance.
A.illuminant.spct

CIE A illuminant data
ET_ref

Evapotranspiration
D2_spectrum

Calculate deuterium lamp output spectrum from fitted constants
A2T

Convert absorbance into transmittance
FEL.BN.9101.165

Data for typical calibration lamps
D2.UV586

Data for typical calibration lamps
D2.UV654

Data for typical calibration lamps
D2.UV653

Data for typical calibration lamps
D65.illuminant.spct

CIE D65 illuminant data
Ler_leaf_rflt.spct

Green Arabidopsis leaf spectral reflectance.
Rfr_from_n

Reflectance at a planar boundary
T2A

Convert transmittance into absorbance.
FEL_spectrum

Incandescent "FEL" lamp emission spectrum
Ler_leaf.spct

Green Arabidopsis leaf reflectance and transmittance.
absorptance_spct

Calculate absorptance from spectral absorptance.
MathFun

Miscellaneous Mathematical Functions
absorptance

Absorptance
as.cps_spct

Coerce to a spectrum
Ler_leaf_trns_i.spct

Green Arabidopsis leaf spectral transmittance.
absorbance

Absorbance
as.matrix-mspct

Coerce a collection of spectra into a matrix
as.source_spct

Coerce to a spectrum
as.generic_spct

Coerce to a spectrum
absorbance_spct

Calculate absorbance from spectral absorbance.
as.filter_spct

Coerce to a spectrum
Ler_leaf_trns.spct

Green Arabidopsis leaf spectral transmittance.
adaptive_smoothing

Custom smoothing
add_attr2tb

Copy attributes from members of a generic_mspct
T2Afr

Convert transmittance into absorptance.
Trig

Trigonometric Functions
as_energy

Convert spectral photon irradiance into spectral energy irradiance
as.filter_mspct

Coerce to a collection-of-spectra
check_spectrum

Sanity check a spectrum
as.generic_mspct

Coerce to a collection-of-spectra
any2T

Convert filter quantities.
clip_wl

Clip head and/or tail of a spectrum
check_spct

Check validity of spectral objects
clear_photobio.cache

Clear the spectral weights cache
as_tod

Convert datetime to time-of-day
as.response_mspct

Coerce to a collection-of-spectra
auto_hinges

Guess whether insertion of hinges is needed or not
as.response_spct

Coerce to a spectrum
as.solar_date

Convert a solar_time object into solar_date object
as.cps_mspct

Coerce to a collection-of-spectra
as.chroma_mspct

Coerce to a collection-of-spectra
as.reflector_spct

Coerce to a spectrum
checkSpctVersion

Check that the "spct.version" attribute is set
as.reflector_mspct

Coerce to a collection-of-spectra
as.calibration_spct

Coerce to a spectrum
as.chroma_spct

Coerce to a spectrum
diffraction_single_slit

Diffraction
despike

Remove spikes from spectrum
black_body.spct

Theoretical black body
as.calibration_mspct

Coerce to a collection-of-spectra
eq_ratio

Energy:photon ratio
energy_ratio

Energy:energy ratio
as.object_mspct

Coerce to a collection-of-spectra
as.object_spct

Coerce to a spectrum
as_quantum

Convert spectral energy irradiance into spectral photon irradiance
format.tod_time

Encode in a Common Format
getIdFactor

Get the "idfactor" attribute
formatted_range

Compute range and format it
getInstrDesc

Get the "instr.desc" attribute
checkTimeUnit

Check the "time.unit" attribute of an existing source_spct object
clear.spct

Theoretical spectrum of a clear material
as.raw_mspct

Coerce to a collection-of-spectra
as_quantum_mol

Convert spectral energy irradiance into spectral photon irradiance
as.source_mspct

Coerce to a collection-of-spectra
calc_multipliers

Spectral weights
c

Combine collections of spectra
clean_spct

Clean a spectrum
collect2mspct

Form a new collection
clean

Clean (=replace) off-range values in a spectrum
as.raw_spct

Coerce to a spectrum
color_of

Color of an object
ciev2.spct

Linear energy CIE 2008 luminous efficiency function 2 deg data
ciexyzCC10.spct

CIE xyz chromaticity coordinates (CC) 10 deg data
getTfrType

Get the "Tfr.type" attribute
clear_body.spct

Theoretical clear body
average_spct

Average spectral data.
calc_source_output

Scaled and/or interpolated light-source spectral output
is.waveband

Query if it is a waveband
getTimeUnit

Get the "time.unit" attribute of an existing source_spct object
convertTfrType

Convert the "Tfr.type" attribute
convertThickness

Convert the "thickness" attribute of an existing filter_spct object.
drop_user_cols

Drop user columns
e_response

Energy-based photo-response
div_spectra

Divide two spectra, even if the wavelengths values differ
beesxyzCMF.spct

Honeybee xyz chromaticity colour matching function data
day_night

Times for sun positions
cps2irrad

Conversion from counts per second to physical quantities
dim.generic_mspct

Dimensions of an Object
copy_attributes

Copy attributes
enable_check_spct

Enable or disable checks
div-.generic_spct

Arithmetic Operators
energy_as_default

Set spectral-data options
defunct

Defunct functions and methods
energy_irradiance

Calculate (energy) irradiance from spectral irradiance
filter_cps.mspct

Counts per second from a measurement of a plastic film
ccd.spct

Spectral response of a back-thinned CCD image sensor.
spread

Expanse
checkMspctVersion

Check that the "mspct.version" attribute is set
ciexyzCMF2.spct

Linear energy CIE xyz colour matching function (CMF) 2 deg data
check_w.length

Sanity check of wavelengths (internal function).
Extract

Extract or replace parts of a spectrum
fscale

Rescale a spectrum using a summary function
getFilterProperties

Get the "filter.properties" attribute
findMultipleWl

Find repeated w.length values
getHowMeasured

Get the "how.measured" attribute
isValidInstrDesc

Check the "instr.desc" attribute
ciev10.spct

Linear energy CIE 2008 luminous efficiency function 10 deg data
getWhereMeasured

Get the "where.measured" attribute
l_insert_hinges

Insert wavelength values into spectral data.
get_attributes

Get the metadata attributes
insert_spct_hinges

Insert new wavelength values into a spectrum
e_fluence

Energy fluence
e2quantum_multipliers

Calculate energy to quantum multipliers
Extract_mspct

Extract or replace members of a collection of spectra
wl_max

Wavelength maximum
calendar_change

Solar astronomy using Meeus' algorithm
merge2object_spct

Merge into object_spct
class_spct

Query which is the class of a spectrum
ciexyzCC2.spct

CIE xyz chromaticity coordinates 2 deg data
integrate_spct

Integrate spectral data.
getResponseType

Get the "response.type" attribute
getWhatMeasured

Get the "what.measured" attribute
getRfrType

Get the "Rfr.type" attribute
fscale_spct

fscale a spectrum
log

Logarithms and Exponentials
is.old_spct

Query if an object has old class names
labels

Find labels from "waveband" object
is.generic_spct

Query class of spectrum objects
ciexyzCMF10.spct

Linear energy CIE xyz colour matching function (CMF) 10 deg data
photobiology-package

photobiology: Photobiological Calculations
compare_spct

Coarse-grained comparison of two spectra
cone_fundamentals10.spct

Ten-degree cone fundaamentals
getMspctVersion

Get the "mspct.version" attribute
fit_peaks

Refine position and value of extremes by fitting
fshift

Shift the scale of a spectrum using a summary function
e_ratio

Energy:energy ratio
fshift_spct

fshift a spectrum
e_irrad

Energy irradiance
getInstrSettings

Get the "instr.settings" attribute
find_wls

Find wavelength values in a spectrum
getWhenMeasured

Get the "when.measured" attribute
photodiode.spct

Spectral response of a GaAsP photodiode
interpolate_spectrum

Calculate spectral values at a different set of wavelengths
getSpctVersion

Get the "spct.version" attribute
is_scaled

Query whether a generic spectrum has been scaled
minus-.generic_spct

Arithmetic Operators
irrad_extraterrestrial

Extraterrestrial irradiance
getScaled

Get the "scaled" attribute
wl_min

Wavelength minimum
is_photon_based

Query if a spectrum contains photon- or energy-based data.
irrad

Irradiance
mod-.generic_spct

Arithmetic Operators
polyester.spct

Transmittance spectrum of clear polyester film
convertTimeUnit

Convert the "time.unit" attribute of an existing source_spct object
^.generic_spct

Arithmetic Operators
fluence

Fluence
f_dispatcher_spct

Math function dispatcher for spectra
format.solar_time

Encode in a Common Format
irradiance

Photon or energy irradiance from spectral energy or photon irradiance.
interpolate_wl

Map spectra to new wavelength values.
normalize_range_arg

Normalize a range argument into a true numeric range
normalize

Normalize spectral data
msmsply

Multi-spct transform methods
head_tail

Return the First and Last Part of an Object
insert_hinges

Insert wavelength values into spectral data.
is.generic_mspct

Query class of spectrum objects
convolve_each

Convolve function for collections of spectra
e2q

Convert energy-based quantities into photon-based quantities.
r4p_pkgs

Packages in R for Photobiology suite
oper_spectra

Binary operation on two spectra, even if the wavelengths values differ
is_tagged

Query if a spectrum is tagged
join_mspct

Join all spectra in a collection
is_absorbance_based

Query if a spectrum contains absorbance or transmittance data
isValidInstrSettings

Check the "instr.settings" attribute
net_irradiance

Net radiation flux
is_effective

Is an R object "effective"
is_normalized

Query whether a generic spectrum has been normalized.
normalization

Normalization of an R object
print.summary_generic_spct

Print spectral summary
print.tod_time

Print time-of-day objects
e2qmol_multipliers

Calculate energy to quantum (mol) multipliers
photon_irradiance

Photon irradiance
find_peaks

Find peaks in a spectrum
wl_range

Wavelength range
peaks

Peaks or local maxima
find_spikes

Find spikes
generic_mspct

Collection-of-spectra constructor
prod_spectra

Multiply two spectra, even if the wavelengths values differ
print.waveband

Print a "waveband" object
wl_midpoint

Midpoint
merge_attributes

Merge and copy attributes
rmDerivedSpct

Remove "generic_spct" and derived class attributes.
rmDerivedMspct

Remove "generic_mspct" and derived class attributes.
photons_energy_ratio

Photon:energy ratio
plus-.generic_spct

Arithmetic Operators
getBSWFUsed

Get the "bswf.used" attribute
response

Integrated response
q2e

Convert photon-based quantities into energy-based quantities
photon_ratio

Photo:photon ratio
s_sum

Sum from collection of spectra
setNormalized

Set the "normalized" and "normalization" attributes
s_e_irrad2rgb

Spectral irradiance to rgb color conversion
rgb_spct

RGB color values
s_var

Variance of a collection of spectra
s_mean

Mean from collection of spectra
setResponseType

Set the "response.type" attribute
round

Rounding of Numbers
rowwise

rowwise functions for collections of spectra
s_mean_se

Mean and standard error from collection of spectra
setGenericSpct

Convert an R object into a spectrum object.
s_median

Median of a collection of spectra
setTimeUnit

Set the "time.unit" attribute of an existing source_spct object
setHowMeasured

Set the "how.measured" attribute
setTfrType

Set the "Tfr.type" attribute
setBSWFUsed

Set the "bswf.used" attribute
getMultipleWl

Get the "multiple.wl" attribute
setFilterProperties

Set the "filter.properties" attribute
getNormalized

Get the "normalized" attribute
slash-.generic_spct

Arithmetic Operators
smooth_spct

Smooth a spectrum
split_photon_irradiance

Photon irradiance for split spectrum regions
wl_stepsize

Stepsize
q_irrad

Photon irradiance
q_fluence

Photon fluence
sum_spectra

Add two spectra
subt_spectra

Subtract two spectra
get_peaks

Get peaks and valleys in a spectrum
green_leaf.spct

Green birch leaf reflectance.
replace_bad_pixs

Replace bad pixels in a spectrum
integrate_xy

Gives irradiance from spectral irradiance.
interpolate_spct

Map a spectrum to new wavelength values.
is.solar_time

Query class
is.summary_generic_spct

Query class of spectrum summary objects
spct_attr2tb

Copy attributes into a tibble
spct_classes

Function that returns a vector containing the names of spectra classes.
mspct_classes

Names of multi-spectra classes
na.omit

Handle Missing Values in Objects
normalized_diff_ind

Calculate a normalized index.
print

Print a spectral object
print.solar_time

Print solar time and solar date objects
opaque.spct

Theoretical spectrum of an opaque material
q_response

Photon-based photo-response
qe_ratio

Photon:energy ratio
sign

Sign
resp_spct

Calculate response from spectral response
select_spct_attributes

Merge user supplied attribute names with default ones
setInstrSettings

Set the "instr.settings" attribute
setMultipleWl

Set the "multiple.wl" attribute
se

Standard error of the mean
rbindspct

Row-bind spectra
q_ratio

Photon:photon ratio
reflectance_spct

Calculate reflectance from spectral reflectance
Subset

Subsetting spectra
reflectance

Reflectance
transmittance_spct

Calculate transmittance from spectral transmittance.
uncollect2spct

Extract all members from a collection
transmittance

Transmittance
sinc

sinc
relative_AM

Relative Air Mass (AM)
s_sd

Standard Deviation of a collection of spectra
s_se

Standard Error of a collection of spectra
solar_time

Local solar time
source_spct

Spectral-object constructor
setRfrType

Set the "Rfr.type" attribute
setScaled

Set the "scaled" attribute
split_energy_irradiance

Energy irradiance for split spectrum regions
spikes

Spikes
spct_metadata

Access metadata
wb2rect_spct

Create tagged spectrum from wavebands
untag

Remove tags
waveband_ratio

Photon or energy ratio
summary

Summary of a spectral object
summary_spct_classes

Function that returns a vector containing the names of spectral summary classes.
wb_trim_as_default

Set computation options
s_prod

Product from collection of spectra
setIdFactor

Set the "idfactor" attribute
s_range

Range of a collection of spectra
setInstrDesc

Set the "instr.desc" attribute
thin_wl

Thin the density of wavelength values
trimInstrDesc

Trim the "instr.desc" attribute
trimInstrSettings

Trim the "instr.settings" attribute
using_Tfr

Use photobiology options
split_irradiance

Energy or photon irradiance for split spectrum regions
setWhenMeasured

Set the "when.measured" attribute
setWhatMeasured

Set the "what.measured" attribute
times-.generic_spct

Arithmetic Operators
setWhereMeasured

Set the "where.measured" attribute
subset2mspct

Convert 'long' or tidy spectral data into a collection of spectra
v_insert_hinges

Insert spectral data values at new wavelength values.
tag

Tag a spectrum
sun_angles

Solar angles
valleys

Valleys or local minima
upgrade_spct

Upgrade one spectral object
sun.daily.data

Daily solar spectral irradiance (simulated)
sun.daily.spct

Daily solar spectral irradiance (simulated)
trim_waveband

Trim (or expand) head and/or tail
verbose_as_default

Set error reporting options
white_body.spct

Theoretical white body
water_vp_sat

Water vapour pressure
white_led.source_spct

White led bulb spectrum
wls_at_target

Find wavelengths values corresponding to a target spectral value
trim_wl

Trim head and/or tail of a spectrum
waveband

Waveband constructor method
trim_spct

Trim (or expand) head and/or tail of a spectrum
trim_tails

Trim (or expand) head and/or tail
upgrade_spectra

Upgrade one or more spectral objects
v_replace_hinges

Overwrite spectral data values at existing wavelength values.
wb2spct

Create spectrum from wavebands
validate_geocode

Validate a geocode
shared_member_class

Classes common to all collection members.
w_length2rgb

Wavelength to rgb color conversion
w_length_range2rgb

Wavelength range to rgb color conversion
white_led.cps_spct

White led bulb spectrum
white_led.raw_spct

White led bulb spectrum
split2mspct

Convert a 'wide' or untidy data frame into a collection of spectra
split_bands

List-of-wavebands constructor
wb2tagged_spct

Create tagged spectrum from wavebands
sun.data

Solar spectral irradiance (simulated)
sun.spct

Solar spectral irradiance (simulated)
tz_time_diff

Time difference between two time zones
yellow_gel.spct

Transmittance spectrum of yellow theatrical gel.
twilight2angle

twilight argument check and conversion