Package: devRate 0.2.4

devRate: Quantify the Relationship Between Development Rate and Temperature in Ectotherms

A set of functions to quantify the relationship between development rate and temperature and to build phenological models. The package comprises a set of models and estimated parameters borrowed from a literature review in ectotherms. The methods and literature review are described in Rebaudo et al. (2018) <doi:10.1111/2041-210X.12935>, Rebaudo and Rabhi (2018) <doi:10.1111/eea.12693>, and Regnier et al. (2021) <doi:10.1093/ee/nvab115>. An example can be found in Rebaudo et al. (2017) <doi:10.1007/s13355-017-0480-5>.

Authors:Francois Rebaudo [aut, cre], Baptiste Regnier [aut], Camila Benavides [ctb], Tanusson Selvarajah [ctb], Nicolas Bonnal [ctb], Badre Rabhi [ctb], Quentin Struelens [ctb]

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NEWS

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

Peer review:

Bug tracker:https://github.com/frareb/devrate/issues

Datasets:
  • analytis_77 - Analytis equation of development rate as a function of temperature.
  • bayoh_03 - Bayoh and Lindsay equation of development rate as a function of temperature.
  • beta_16 - Beta2 equation of development rate as a function of temperature.
  • beta_95 - Beta equation of development rate as a function of temperature.
  • bieri1_83 - Bieri equation 1 of development rate as a function of temperature.
  • 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.
  • campbell_74 - Campbell et al. equation of development rate as a function of temperature.
  • damos_08 - Simplified beta type equation of development rate as a function of temperature.
  • damos_11 - Inverse second-order polynomial equation of development rate as a function of temperature.
  • davidson_44 - Davidson equation of development rate as a function of temperature.
  • devRateEqList - The list of all available equations of development rate as a function of temperature.
  • devRateEqStartVal - Default starting values for each equation listed in the devRateEqList object.
  • exTropicalMoth - Tropical moth development rate at constant temperatures.
  • harcourtYee_82 - Harcourt and Yee equation of development rate as a function of temperature.
  • hilbertLogan_83 - Holling type III equation of development rate as a function of temperature.
  • janisch_32 - Janisch equation of development rate as a function of temperature (Analytis modification).
  • kontodimas_04 - Kontodimas et al. 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.
  • lamb_92 - Lamb equation of development rate as a function of temperature.
  • logan10_76 - Logan et al. equation 10 of development rate as a function of temperature.
  • logan6_76 - Logan et al. equation 6 of development rate as a function of temperature.
  • perf2_11 - Performance-2 equation of development rate as a function of temperature.
  • poly2 - Second-order polynomial equation of development rate as a function of temperature.
  • poly4 - Fourth-order polynomial equation of development rate as a function of temperature.
  • ratkowsky_82 - Ratkowsky equation of development rate as a function of temperature (Shi modification).
  • ratkowsky_83 - Ratkowsky equation of development rate as a function of temperature (Shi 2016 modification).
  • regniere_12 - Regniere equation of development rate as a function of temperature.
  • rootsq_82 - Root square equation of development rate as a function of temperature.
  • schoolfieldHigh_81 - Schoolfield et al. equation of development rate as a function of temperature for intermediate to high temperatures only.
  • schoolfieldLow_81 - Schoolfield et al. equation of development rate as a function of temperature for intermediate to low temperatures only.
  • schoolfield_81 - Schoolfield et al. equation of development rate as a function of temperature.
  • sharpeDeMichele_77 - Sharpe and DeMichele equation of development rate as a function of temperature.
  • shi_11 - Shi equation of development rate as a function of temperature.
  • stinner_74 - Stinner et al equation of development rate as a function of temperature.
  • taylor_81 - Taylor equation of development rate as a function of temperature.
  • wagner_88 - Hagstrum et Milliken equation of development rate as a function of temperature retrieved from Wagner 1984.
  • wang_82 - Wang et al. equation of development rate as a function of temperature.
  • wangengel_98 - Wang and Engel equation of development rate as a function of temperature.

On CRAN:

5.49 score 4 stars 17 scripts 372 downloads 3 mentions 17 exports 0 dependencies

Last updated 1 years agofrom:0c08e04563. Checks:OK: 7. Indexed: yes.

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Exports:devRateFinddevRateIBMdevRateIBMdataBasedevRateIBMgendevRateIBMparamdevRateIBMPlotdevRateInfodevRateMapdevRateModeldevRateModelAlldevRatePlotdevRatePlotInfodevRatePrintdevRateQlBiodevRateQlStatdRGetMetricsdRGetMetricsInfo

Dependencies:

Using devRate package to fit development rate models to an empirical dataset

Rendered fromquickUserGuide.Rmdusingknitr::rmarkdownon Oct 17 2024.

Last update: 2020-06-09
Started: 2017-11-02

Guía metodológica para el uso del paquete R devRate

Rendered fromguiaDelUsuario.Rmdusingknitr::rmarkdownon Oct 17 2024.

Last update: 2020-06-09
Started: 2018-04-30

Model evaluation

Rendered frommodelEvaluation.Rmdusingknitr::rmarkdownon Oct 17 2024.

Last update: 2020-05-19
Started: 2017-11-02

Readme and manuals

Help Manual

Help pageTopics
Analytis equation of development rate as a function of temperature.analytis_77
Bayoh and Lindsay equation of development rate as a function of temperature.bayoh_03
Beta2 equation of development rate as a function of temperature.beta_16
Beta equation of development rate as a function of temperature.beta_95
Bieri equation 1 of development rate as a function of temperature.bieri1_83
Briere et al equation 1 of development rate as a function of temperature.briere1_99
Briere et al equation 2 of development rate as a function of temperature.briere2_99
Campbell et al. equation of development rate as a function of temperature.campbell_74
Simplified beta type equation of development rate as a function of temperature.damos_08
Inverse second-order polynomial equation of development rate as a function of temperature.damos_11
Davidson equation of development rate as a function of temperature.davidson_44
devRate: A package to quantify the relationship between development rate and temperature in ectotherms.devRate-package devRate
The list of all available equations of development rate as a function of temperature.devRateEqList
Default starting values for each equation listed in the devRateEqList object.devRateEqStartVal
Find models for speciesdevRateFind
Forecast ectotherm phenology as a function of temperature and development rate modelsdevRateIBM
Forecast ectotherm phenology as a function of temperature and development rate models available in the package databasedevRateIBMdataBase
Number of generationsdevRateIBMgen
Forecast ectotherm phenology as a function of temperature and development rate models using known parametersdevRateIBMparam
Plot phenology tabledevRateIBMPlot
Display information about an equationdevRateInfo
Predict development rate from a matrix of temperaturesdevRateMap
Compute non-linear regressiondevRateModel
Fitting all models listed in devRateEqList to a development rate datasetdevRateModelAll
Plot the empirical points and the regressiondevRatePlot
Plot thermal performance curves from the literaturedevRatePlotInfo
Report model output from the NLS fitdevRatePrint
Biological likelihood of nls fitsdevRateQlBio
Statistical indices of the nls goodness-of-fitdevRateQlStat
Life traits from Thermal Performance CurvedRGetMetrics
Life traits from the ectotherm databasedRGetMetricsInfo
Tropical moth development rate at constant temperatures.exTropicalMoth
Harcourt and Yee equation of development rate as a function of temperature.harcourtYee_82
Holling type III equation of development rate as a function of temperature.hilbertLogan_83
Janisch equation of development rate as a function of temperature (Analytis modification).janisch_32
Kontodimas et al. equation of development rate as a function of temperature.kontodimas_04
Lactin et al. equation 1 of development rate as a function of temperature.lactin1_95
Lactin et al. equation 2 of development rate as a function of temperature.lactin2_95
Lamb equation of development rate as a function of temperature.lamb_92
Logan et al. equation 10 of development rate as a function of temperature.logan10_76
Logan et al. equation 6 of development rate as a function of temperature.logan6_76
Performance-2 equation of development rate as a function of temperature.perf2_11
Second-order polynomial equation of development rate as a function of temperature.poly2
Fourth-order polynomial equation of development rate as a function of temperature.poly4
Ratkowsky equation of development rate as a function of temperature (Shi modification).ratkowsky_82
Ratkowsky equation of development rate as a function of temperature (Shi 2016 modification).ratkowsky_83
Regniere equation of development rate as a function of temperature.regniere_12
Root square equation of development rate as a function of temperature.rootsq_82
Schoolfield et al. equation of development rate as a function of temperature.schoolfield_81
Schoolfield et al. equation of development rate as a function of temperature for intermediate to high temperatures only.schoolfieldHigh_81
Schoolfield et al. equation of development rate as a function of temperature for intermediate to low temperatures only.schoolfieldLow_81
Sharpe and DeMichele equation of development rate as a function of temperature.sharpeDeMichele_77
Shi equation of development rate as a function of temperature.shi_11
Stinner et al equation of development rate as a function of temperature.stinner_74
Taylor equation of development rate as a function of temperature.taylor_81
Hagstrum et Milliken equation of development rate as a function of temperature retrieved from Wagner 1984.wagner_88
Wang et al. equation of development rate as a function of temperature.wang_82
Wang and Engel equation of development rate as a function of temperature.wangengel_98