Package: dsims 1.0.4
dsims: Distance Sampling Simulations
Performs distance sampling simulations. 'dsims' repeatedly generates instances of a user defined population within a given survey region. It then generates realisations of a survey design and simulates the detection process. The data are then analysed so that the results can be compared for accuracy and precision across all replications. This process allows users to optimise survey designs for their specific set of survey conditions. The effects of uncertainty in population distribution or parameters can be investigated under a number of simulations so that users can be confident that they have achieved a robust survey design before deploying vessels into the field. The distance sampling designs used in this package from 'dssd' are detailed in Chapter 7 of Advanced Distance Sampling, Buckland et. al. (2008, ISBN-13: 978-0199225873). General distance sampling methods are detailed in Introduction to Distance Sampling: Estimating Abundance of Biological Populations, Buckland et. al. (2004, ISBN-13: 978-0198509271). Find out more about estimating animal/plant abundance with distance sampling at <http://distancesampling.org/>.
Authors:
dsims_1.0.4.tar.gz
dsims_1.0.4.zip(r-4.5)dsims_1.0.4.zip(r-4.4)dsims_1.0.4.zip(r-4.3)
dsims_1.0.4.tgz(r-4.4-any)dsims_1.0.4.tgz(r-4.3-any)
dsims_1.0.4.tar.gz(r-4.5-noble)dsims_1.0.4.tar.gz(r-4.4-noble)
dsims_1.0.4.tgz(r-4.4-emscripten)dsims_1.0.4.tgz(r-4.3-emscripten)
dsims.pdf |dsims.html✨
dsims/json (API)
NEWS
# Install 'dsims' in R: |
install.packages('dsims', repos = c('https://distancedevelopment.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/distancedevelopment/dsims/issues
Last updated 11 months agofrom:e78a79d5e3. Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 02 2024 |
R-4.5-win | NOTE | Nov 02 2024 |
R-4.5-linux | NOTE | Nov 02 2024 |
R-4.4-win | OK | Nov 02 2024 |
R-4.4-mac | OK | Nov 02 2024 |
R-4.3-win | OK | Nov 02 2024 |
R-4.3-mac | OK | Nov 02 2024 |
Exports:add.hotspotanalyse.datadescription.summarygenerate.populationgenerate.transectsget.densitiesget.Nhistogram.N.estsmake.densitymake.detectabilitymake.ds.analysismake.population.descriptionmake.simulationrun.simulationrun.surveysave.sim.resultsset.densitiesshowsummary
Dependencies:classclassIntclicolorspaceDBIDistancedplyrdssde1071fansifarvergenericsggplot2gluegridExtragtableisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmgcvmrdsmunsellnlmenloptrnumDerivoptimxpillarpkgconfigpracmaproxypurrrR6RColorBrewerRcpprlangRsolnprstudioapis2scalessftibbletidyselecttruncnormunitsutf8vctrsviridisLitewithrwk
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Distance Sampling Simulations 'dsims' | dsims-package dsims |
S4 generic method to add a hotspot to the density grid | add.hotspot add.hotspot,Density-method |
S4 generic method to run analyses | analyse.data analyse.data,DS.Analysis,data.frame-method analyse.data,DS.Analysis,Survey-method |
Class "Density" | Density-class |
Class "Density.Summary" | Density.Summary-class |
Provides a description of the summary object/output | description.summary |
S4 Class "Detectability" | Detectability-class |
Class "DS.Analysis" | DS.Analysis-class |
S4 generic method to generate an instance of a population | generate.population generate.population,Population.Description-method generate.population,Simulation-method |
generate.transects | generate.transects,Simulation-method |
Method to get density values | get.densities |
S4 generic method to return N | get.N get.N,Population.Description-method |
histogram.N.ests | histogram.N.ests |
Creates a Density object | make.density |
Creates a Detectability object | make.detectability |
Creates an Analysis object | make.ds.analysis |
Creates a Population.Description object | make.population.description |
Creates a Simulation object | make.simulation |
Plot | plot,Density,ANY-method plot,Density,Region-method |
Plot | plot,Detectability,ANY-method plot,Detectability,Population.Description-method |
Plot | plot,Population,ANY-method plot,Population,Region-method |
plot | plot,Survey,ANY-method plot,Survey,Region-method |
Class "Population" | Population-class |
Class "Population.Description" | Population.Description-class |
Method to run a simulation | run.simulation |
S4 generic method to simulate a survey | run.survey run.survey,Simulation-method run.survey,Survey.LT-method run.survey,Survey.PT-method |
Randomly generates values from a zero-truncated Poisson distribution | rztpois |
save.sim.results | save.sim.results |
Method to set density values | set.densities |
show | show,Density.Summary-method |
show | show,Simulation-method |
show | show,Simulation.Summary-method |
Class "Simulation" | Simulation-class |
Class "Simulation.Summary" | Simulation.Summary-class |
summary | summary,Density-method |
summary | summary,Simulation-method |
Virtual Class "Survey" | Survey-class |
Class "Survey.LT" extends class "Survey" | Survey.LT-class |
Class "Survey.PT" extends class "Survey" | Survey.PT-class |