Package: gauseR 1.2

gauseR: Lotka-Volterra Models for Gause's 'Struggle for Existence'

A collection of tools and data for analyzing the Gause microcosm experiments, and for fitting Lotka-Volterra models to time series data. Includes methods for fitting single-species logistic growth, and multi-species interaction models, e.g. of competition, predator/prey relationships, or mutualism. See documentation for individual functions for examples. In general, see the lv_optim() function for examples of how to fit parameter values in multi-species systems. Note that the general methods applied here, as well as the form of the differential equations that we use, are described in detail in the Quantitative Ecology textbook by Lehman et al., available at <http://hdl.handle.net/11299/204551>, and in Lina K. Mühlbauer, Maximilienne Schulze, W. Stanley Harpole, and Adam T. Clark. 'gauseR': Simple methods for fitting Lotka-Volterra models describing Gause's 'Struggle for Existence' in the journal Ecology and Evolution.

Authors:Adam Clark [aut, cre], Lina Mühlbauer [aut], Maximilienne Schulze [aut]

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

Peer review:

Bug tracker:https://github.com/adamtclark/gauser/issues

Datasets:

On CRAN:

3.82 score 6 stars 11 scripts 274 downloads 1 mentions 9 exports 1 dependencies

Last updated 1 years agofrom:52f2e616c1. 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:gause_wrapperget_lagget_logisticlv_interactionlv_interaction_loglv_optimode_predictionpercap_growthtest_goodness_of_fit

Dependencies:deSolve

Example Analyses in gauseR

Rendered fromgauseR_examples.Rmdusingknitr::rmarkdownon Nov 15 2024.

Last update: 2023-10-22
Started: 2020-04-15

Readme and manuals

Help Manual

Help pageTopics
Growth of population of the flour beetle Tribolium confusum in 16 and 64 grams of flourgause_1931_AmN_f01
The influence of quantity of food on the asymptotic population of Triboliurn confusum.gause_1931_AmN_f02
The influence of temperature on the asymptotic population of Moina macrocopa.gause_1931_AmN_f03
The influence of temperature on the growth of the yeast Saccharomyces cerevisiaegause_1932_QR_t05
Raw data on the abundances and volumes of Saccharomyces cerevisiae and Schizosaccharomyces kephirgause_1934_book_app_t01
Alcohol production of Saccharomyces cerevisiae and Schizosaccharomyces kephirgause_1934_book_app_t02
Raw data of Paramecium caudatum and Paramecium aurelia grown in Monoculture and Mixturegause_1934_book_app_t03
Raw data of Paramecium caudatum and Paramecium aurelia grown on different mediagause_1934_book_app_t04
Raw data of Stylonychia pustulata in monoculture and mixture with and Paramecium aurelia and P. caudatumgause_1934_book_app_t05
Growth of Paramecium caudatumgause_1934_book_f04
Growth of Saccharomyces cerevisiaegause_1934_book_f09
Growth of Saccharomyces cerevisiae with medium changegause_1934_book_f10
Gause Yeast Datagause_1934_book_f11
Growth of Saccharomyces cerevisiae with additional alcoholgause_1934_book_f12
Growth of Saccharomyces cerevisiae and Schizosaccaromyces kephir in mixed populationgause_1934_book_f13
Growth of Saccharomyces cerevisiae in mixed populationgause_1934_book_f14
Growth of Schizosaccaromyces kephir in mixed population - anaerobicgause_1934_book_f15
Growth of Schizosaccaromyces kephir and Saccharomyces cerevisiae in mixed population -aerobicgause_1934_book_f16
Growth of Paramecium caudatum and Stylonychia mytilis in Mixturegause_1934_book_f18
Growth of Paramecium caudatum and Stylonychia mytilis in Mixture with Wild bacteriagause_1934_book_f19
Growth of Paramecium caudatum and Paramecium aurelia in Monoculturegause_1934_book_f21
Paramecium competition experimentgause_1934_book_f22
Growth of Paramecium caudatum and Paramecium aurelia with wild bacteriagause_1934_book_f23
Growth of Paramecium caudatum and Paramecium aurelia in Mixture on Half Loop Mediumgause_1934_book_f24
Growth of Paramecium caudatum and Paramecium aurelia in Mixture on One Loop Mediumgause_1934_book_f25
Growth of Stylorzychia pustulata in Monoculture and in Mixturegause_1934_book_f26
Elementary interaction between Didinium nasutum and Paramecium caudatumgause_1934_book_f28
Paramecium/Didinium predator-prey experimentgause_1934_book_f29
The elementary interaction between Didinium nasutum and Paramecium caudatumgause_1934_book_f30
The interaction between Didinium nasutum and Paramecium caudatum on oat mediumgause_1934_book_f31
Didinium/Paramecium predator/prey experimentgause_1934_book_f32
The interaction between Paramecium bursaria and Schizosaccharomyces pombegause_1934_book_f39.1
Didinium/Paramecium predator/prey experimentgause_1934_science_f01
Paramecium competition experimentgause_1934_science_f02_03
Interaction between predators (Cheyletus eruditus) and prey (Aleuiroglyphus agilis) on millet, wheat flour and a mixture of these substances.gause_1936_AnE_f01
Interaction between predators (Cheyletus eruditus) and prey (Aleuroglyphus agilis) with occasional immigrationgause_1936_AnE_f03.1
Interaction between predators (Cheyletus eruditus) and prey (Aleuroglyphus agilis) with artifical immigrationgause_1936_AnE_f03.3a
Interaction between predators (Cheyletus eruditus) and prey (Aleuroglyphus agilis) with artifical immigrationgause_1936_AnE_f03.3b
Interaction between predators (Cheyletus eruditus) and prey (Aleuroglyphus agilis)-Raw datagause_1936_AnE_t02
Interaction between predators (Paramecium bursaria) and prey (Saccharomyces exiguus)gause_1936_AnE_t03
Automated wrapper for Gause fitting functionsgause_wrapper
Get timelagget_lag
Logistic Growthget_logistic
Huffaker Mite Datahuffaker_1963
Lotka-Volterra Interactionslv_interaction
Lotka-Volterra Interactions in Log Spacelv_interaction_log
Optimizer for Lotka-Volterra Interactionslv_optim
Wolf, Moose, and Fir dynamics from Isle Royalemclaren_1994_f03
Optimizer extensionode_prediction
Per-capita growth ratepercap_growth
Test goodness of fittest_goodness_of_fit