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devRate package

Purpose of the package

The devRate package allows quantifying the relationship between development rate and temperature in ectotherm organisms.

How to use the package

You can use the package:

  1. to get development rate curves as a function of temperature for a specific organism (hundred of examples from the literature are included in the package);

  2. to know which equations exists and which are most used in the literature; and

  3. to relate development rate with temperature from your empirical data, using the equations from the package database.

Installation instructions

# from CRAN
install.packages("devRate")

# Or the development version from GitHub:
# install.packages("devtools")
devtools::install_github("frareb/devRate")

Overview

The devRate package provides three categories of functions:

  1. functions to find development rate information about a specific organism (Order, Family, Genus, species)

  2. functions to relate development rate and temperature, and

  3. functions to plot your empirical datasets and the associated fitted model, and/or to plot development curves from the literature.

Author’s affiliation

UMR EGCE (IRD, CNRS, Univ. Paris-Saclay), Gif-sur-Yvette, France

To cite this package please use:

citation("devRate") 
#> 
#> To cite package 'devRate' in publications use:
#> 
#>   Rebaudo F, Regnier B (2023). _devRate: Quantify the Relationship
#>   Between Development Rate and Temperature in Ectotherms_. R package
#>   version 0.2.4, <https://CRAN.R-project.org/package=devRate>.
#> 
#> A BibTeX entry for LaTeX users is
#> 
#>   @Manual{,
#>     title = {devRate: Quantify the Relationship Between Development Rate and Temperature in Ectotherms},
#>     author = {Francois Rebaudo and Baptiste Regnier},
#>     year = {2023},
#>     note = {R package version 0.2.4},
#>     url = {https://CRAN.R-project.org/package=devRate},
#>   }

and/or: Rebaudo F., Struelens Q., Dangles O. Modelling temperature-dependent development rate and phenology in arthropods: The devRate package for R. Methods Ecol Evol. 2017;00:1-7.

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Version

Install

install.packages('devRate')

Monthly Downloads

309

Version

0.2.4

License

GPL-2

Issues

Pull Requests

Stars

Forks

Maintainer

Rebaudo Francois

Last Published

August 24th, 2023

Functions in devRate (0.2.4)

devRatePrint

Report model output from the NLS fit
devRatePlot

Plot the empirical points and the regression
hilbertLogan_83

Holling type III equation of development rate as a function of temperature.
devRateMap

Predict development rate from a matrix of temperatures
devRateInfo

Display information about an equation
devRateQlBio

Biological likelihood of nls fits
devRatePlotInfo

Plot thermal performance curves from the literature
devRateModelAll

Fitting all models listed in devRateEqList to a development rate dataset
devRateModel

Compute non-linear regression
lamb_92

Lamb equation of development rate as a function of temperature.
janisch_32

Janisch equation of development rate as a function of temperature (Analytis modification).
logan10_76

Logan et al. equation 10 of development rate as a function of temperature.
harcourtYee_82

Harcourt and Yee equation of development rate as a function of temperature.
devRateEqStartVal

Default starting values for each equation listed in the devRateEqList object.
rootsq_82

Root square equation of development rate as a function of temperature.
kontodimas_04

Kontodimas et al. equation of development rate as a function of temperature.
regniere_12

Regniere equation of development rate as a function of temperature.
lactin1_95

Lactin et al. equation 1 of development rate as a function of temperature.
lactin2_95

Lactin et al. equation 2 of development rate as a function of temperature.
poly2

Second-order polynomial equation of development rate as a function of temperature.
devRateIBMgen

Number of generations
taylor_81

Taylor equation of development rate as a function of temperature.
schoolfield_81

Schoolfield et al. equation of development rate as a function of temperature.
schoolfieldLow_81

Schoolfield et al. equation of development rate as a function of temperature for intermediate to low temperatures only.
schoolfieldHigh_81

Schoolfield et al. equation of development rate as a function of temperature for intermediate to high temperatures only.
devRateQlStat

Statistical indices of the nls goodness-of-fit
perf2_11

Performance-2 equation of development rate as a function of temperature.
sharpeDeMichele_77

Sharpe and DeMichele equation of development rate as a function of temperature.
stinner_74

Stinner et al equation of development rate as a function of temperature.
shi_11

Shi equation of development rate as a function of temperature.
devRateIBMparam

Forecast ectotherm phenology as a function of temperature and development rate models using known parameters
ratkowsky_82

Ratkowsky equation of development rate as a function of temperature (Shi modification).
wang_82

Wang et al. equation of development rate as a function of temperature.
poly4

Fourth-order polynomial equation of development rate as a function of temperature.
logan6_76

Logan et al. equation 6 of development rate as a function of temperature.
wangengel_98

Wang and Engel equation of development rate as a function of temperature.
ratkowsky_83

Ratkowsky equation of development rate as a function of temperature (Shi 2016 modification).
wagner_88

Hagstrum et Milliken equation of development rate as a function of temperature retrieved from Wagner 1984.
exTropicalMoth

Tropical moth development rate at constant temperatures.
campbell_74

Campbell et al. equation of development rate as a function of temperature.
dRGetMetricsInfo

Life traits from the ectotherm database
dRGetMetrics

Life traits from Thermal Performance Curve
devRate

devRate: A package to quantify the relationship between development rate and temperature in ectotherms.
devRateIBM

Forecast ectotherm phenology as a function of temperature and development rate models
devRateFind

Find models for species
damos_08

Simplified beta type equation of development rate as a function of temperature.
beta_95

Beta equation of development rate as a function of temperature.
davidson_44

Davidson equation of development rate as a function of temperature.
bieri1_83

Bieri equation 1 of development rate as a function of temperature.
devRateIBMPlot

Plot phenology table
briere1_99

Briere et al equation 1 of development rate as a function of temperature.
briere2_99

Briere et al equation 2 of development rate as a function of temperature.
devRateEqList

The list of all available equations of development rate as a function of temperature.
bayoh_03

Bayoh and Lindsay equation of development rate as a function of temperature.
analytis_77

Analytis equation of development rate as a function of temperature.
beta_16

Beta2 equation of development rate as a function of temperature.
damos_11

Inverse second-order polynomial equation of development rate as a function of temperature.
devRateIBMdataBase

Forecast ectotherm phenology as a function of temperature and development rate models available in the package database