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EcoSimR

EcoSimR 0.1.0. A software package to fit ecological null models. EcoSimR is an open source R version of the EcoSim software project. It is a package to fit null models of ecological data. It provides algorithms and metrics for niche-overlap, body size ratios and species co-occurrence. Users can also integrate their own algorithms and metrics within these frameworks or completely novel null models. Details about the package can be found in the full documentation. Niche overlap null model.

http://www.ecosimr.org/

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EcoSimR | ecosimr.org Reviews
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EcoSimR 0.1.0. A software package to fit ecological null models. EcoSimR is an open source R version of the EcoSim software project. It is a package to fit null models of ecological data. It provides algorithms and metrics for niche-overlap, body size ratios and species co-occurrence. Users can also integrate their own algorithms and metrics within these frameworks or completely novel null models. Details about the package can be found in the full documentation. Niche overlap null model.
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EcoSimR | ecosimr.org Reviews

https://ecosimr.org

EcoSimR 0.1.0. A software package to fit ecological null models. EcoSimR is an open source R version of the EcoSim software project. It is a package to fit null models of ecological data. It provides algorithms and metrics for niche-overlap, body size ratios and species co-occurrence. Users can also integrate their own algorithms and metrics within these frameworks or completely novel null models. Details about the package can be found in the full documentation. Niche overlap null model.

SUBDOMAINS

docs.ecosimr.org docs.ecosimr.org

Index. EcoSimR 0.1.0

EcoSimR 0.1.0. EcoSimR is a software package to fit null models to ecological data. Currently three different types of models are supported: co-occurrence, niche overlap, and size ratio. The software comes with existing alogrithms and metrics, but individual users can also integrate their own algorithms, or use the null model engine to create new null models. Niche overlap null models. Functions used for running niche overlap null models. Niche overlap null models. Pianka Niche Overlap Metric. Sim5 Co-oc...

INTERNAL PAGES

ecosimr.org ecosimr.org
1

Niche Overlap Quickstart

http://www.ecosimr.org/niche.html

EcoSimR 0.1.0. Data for niche overlap null models is a data frame where each row represents a different species in the assemblage being analyzed. Each column represents a different niche category. In the example data set, MacArthur’s Warblers (MacArthur and Levins 1967) provides an index of niche overlap. Run the niche overlap model with the. Winemiller and Pianka 1990) algorithm and the Pianka (1973) index of overlap. WarbMod - niche null model(dataMacWarb). Get a standard histogram plot of output.

2

EcoSimR

http://www.ecosimr.org/index.html

EcoSimR 0.1.0. A software package to fit ecological null models. EcoSimR is an open source R version of the EcoSim software project. It is a package to fit null models of ecological data. It provides algorithms and metrics for niche-overlap, body size ratios and species co-occurrence. Users can also integrate their own algorithms and metrics within these frameworks or completely novel null models. Details about the package can be found in the full documentation. Niche overlap null model.

3

Co-Occurrence Quickstart

http://www.ecosimr.org/cooc.html

EcoSimR 0.1.0. Data for co-occurrence null models should be a species by site matrix of incidence data. West Indian Finch Data. Provides an easy way to plot and summarize output. We’ll use the. Algorithm (See table 2 Gotelli 2000) and the C-Score metric (Stone and Roberts 1990). FinchMod - cooc null model(dataWiFinches, algo=sim9,nReps=10000,burn in = 500). Summary and plot info summary(finchMod). See a plot of the actual matrix compared to a single simulated matrix. 85 (1): 74 79.

4

Size Ratio Quickstart

http://www.ecosimr.org/size.html

EcoSimR 0.1.0. Size ratio model is a data frame where each row is a different species and each column is a different site. In the size overlap analyses, each entry represents the body size of a particular species in a particular site. In phenology analyses, each entry represents the peak flowering time of a particular species in a particular site. EcoSimR comes with an example data set from Brown (1975). Sizes of desert rodents. RodentMod - size null model(dataRodents). Harvard University Press, Cambridge.

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size_source_pool. EcoSimR 0.1.0

http://www.docs.ecosimr.org/size_source_pool.html

EcoSimR 0.1.0. SizeSourcePoolDraw Size Overlap Randomization Algorithm. Size source pool(speciesData = 21:30, sourcePool = runif(n = 2 * length(speciesData), min = 10, max = 50), speciesProbs = rep(1, length(sourcePool) ). A vector of observed body sizes. A vector of body sizes of species in the user-defined pool of potential colonists. A vector of relative colonization weights of length 'sourcePool'. Returns a vector of body sizes of an assemblage randomly drawn from a user-defined source pool.

docs.ecosimr.org docs.ecosimr.org

var_diff. EcoSimR 0.1.0

http://www.docs.ecosimr.org/var_diff.html

EcoSimR 0.1.0. VarDiff Size Overlap Ratio Metric. Var diff(m = runif(20). A vector of non-negative trait measures, one for each species. Returns the variance of the absolute difference between adjacent, ordered values. Poole, R.W. and B.J. Rathcke. 1979. Regularity, randomness, and aggregation in flowering phenologies. Science 203:470-471. Simberloff, D. and W.J. Boecklen. 1981. Santa Rosalia reconsidered: size ratios and competition. Evolution 35: 1206-1228.

emhart.info emhart.info

Ted Hart - blog about data science, ecology, informatics, programming, data

http://www.emhart.info/blog/2015/04/02/love-testing

I’m a senior data scientist in silicon valley and adjunct faculty at the University of Vermont. I build things for data: things that process it, parse it, visualize it, and analyze it. I like my beer cold, my snow deep, my mountains high, and my data open. I am a recovering academic. Where you can find me. Ecologist / data scientist / developer. How I learned stop worrying and love testing. You test already you just dont know it. Get flat abs from just 15 minutes of testing a day. In testing size matters.

emhart.info emhart.info

Ted Hart - blog about data science, ecology, informatics, programming, data

http://www.emhart.info/blog/2015/04/07/docker-r

I’m a senior data scientist in silicon valley and adjunct faculty at the University of Vermont. I build things for data: things that process it, parse it, visualize it, and analyze it. I like my beer cold, my snow deep, my mountains high, and my data open. I am a recovering academic. Where you can find me. Ecologist / data scientist / developer. Docker and R: making CRAN submission a little easier. Updated: See bottom of post. R CMD CHECK - as-cran EcoSimR 0.1.0.tar.gz. Why you might ask? Had the elegant...

docs.ecosimr.org docs.ecosimr.org

pianka_skew. EcoSimR 0.1.0

http://www.docs.ecosimr.org/pianka_skew.html

EcoSimR 0.1.0. PiankaSkew Niche Overlap Metric. Pianka skew(m = matrix(rpois(80, 1), nrow = 10). A matrix of resource utilization values. Returns the skewness of the average pairwise niche overlap. Takes a niche utilization matrix returns the skewness of the Pianka pairwise niche overlap index. Winemiller, K.O. and E.R. Pianka. 1990. Organization in natural assemblages of desert lizards and tropical fishes. Ecological Monographs 60: 27-55. ObsSkew - pianka skew(m=matrix(rpois(40,0.5),nrow=8).

docs.ecosimr.org docs.ecosimr.org

ra3. EcoSimR 0.1.0

http://www.docs.ecosimr.org/ra3.html

EcoSimR 0.1.0. RA3 Niche Overlap Randomization Algorithm. Ra3(speciesData = matrix(rpois(80, 1), nrow = 10). A resource utilization matrix (rows = species, columns = discrete resource states) filled with non-negative real numbers. Returns a random utilization matrix with the same dimensions as the input matrix. Randomizes a numeric utilization matrix speciesData by reshuffling the elements within each row. RanUtil - ra3(speciesData=matrix(rpois(40,0.5),nrow=8).

docs.ecosimr.org docs.ecosimr.org

czekanowski_var. EcoSimR 0.1.0

http://www.docs.ecosimr.org/czekanowski_var.html

EcoSimR 0.1.0. CzekanowskiVariance Niche Overlap Metric. Czekanowski var(m = matrix(rpois(80, 1), nrow = 10). A matrix of resource utilization values. Returns the variance of the average pairwise niche overlap. Takes a niche utilization matrix returns the variance of the Czekanowski niche overlap index. Winemiller, K.O. and E.R. Pianka. 1990. Organization in natural assemblages of desert lizards and tropical fishes. Ecological Monographs 60: 27-55.

docs.ecosimr.org docs.ecosimr.org

czekanowski. EcoSimR 0.1.0

http://www.docs.ecosimr.org/czekanowski.html

EcoSimR 0.1.0. Czekanowski Niche Overlap Metric. Czekanowski(m = matrix(rpois(80, 1), nrow = 10). A matrix of resource utilization values. Returns the average pairwise niche overlap. Takes a resource utilization matrix as input and returns the average pairwise Czekanowki niche overlap index. O jk = O kj = 1 - 0.5*sum p ij - p ik. Feinsinger, P., E.E. Spears, and R. Poole. 1981. A simple measure of niche breadth. Ecology 62: 27-32. ObsOverlap - czekanowski(m=matrix(rpois(40,0.5),nrow=8).

docs.ecosimr.org docs.ecosimr.org

size_gamma. EcoSimR 0.1.0

http://www.docs.ecosimr.org/size_gamma.html

EcoSimR 0.1.0. SizeGamma Size Overlap Randomization Algorithm. Size gamma(speciesData = rnorm(50, mean = 100, sd = 1). A vector of body sizes or other trait measurements of species. All values must be positive real numbers. Returns a vector of simulated body sizes as the same length as speciesData. Function to generate a random distribution of body sizes by drawing from a gamma distribution. Shape and rate parameters of the gamma are estimated from the empirical data. In the MASS library.

docs.ecosimr.org docs.ecosimr.org

ra2. EcoSimR 0.1.0

http://www.docs.ecosimr.org/ra2.html

EcoSimR 0.1.0. RA2 Niche Overlap Randomization Algorithm. Ra2(speciesData = matrix(rpois(80, 1), nrow = 10). A resource utilization matrix (rows = species, columns = discrete resource states) filled with non-negative real numbers. Returns a random utilization matrix with the same dimensions as the input matrix. Randomizes a numeric utilization matrix speciesData by replacing all non-zero elements with a random uniform [0,1] value. Winemiller, K.O. and E.R. Pianka. 1990. Organizati...

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EcoSimR 0.1.0. A software package to fit ecological null models. EcoSimR is an open source R version of the EcoSim software project. It is a package to fit null models of ecological data. It provides algorithms and metrics for niche-overlap, body size ratios and species co-occurrence. Users can also integrate their own algorithms and metrics within these frameworks or completely novel null models. Details about the package can be found in the full documentation. Niche overlap null model.

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