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Figures
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AlphaMapping.R
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BetaDivRichnessDependence.html
BetaSimPhylo.R
BetaSorFunc.R
CommunityBiplot.Rmd
CommunityBiplot.html
CommunityBiplot_RealData.Rmd
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CommunityBiplot_RealData_var.Rmd
CommunityBiplot_RealData_var.html
FutureAnalog.R
FutureAnalog.Rproj
FutureAnalogFunctions.R
GDM.R
README.md
TraitMapping.R
TraitMappingFunctions.R
downloadFutureClimate.R
fnSDM.R
hypervolume_bandwidth_sensitivity.R
hypervolume_results.rda
hypervolume_sensitivity_analysis
hypervolume_sensitivity_analysis.rda
maxent.jar
runFAPlots.R
runProjections.R
runSDM.R
runscript.R
traits_test_script.R

README.md

Future geographic patterns of novel and disappearing assemblages across three dimensions of diversity: a case study with Ecuadorian hummingbirds

Authors: Laura J. Graham, Ben Weinstein, Sarah R. Supp, Catherine Graham

Code for Future geographic patterns of novel and disappearing assemblages across three dimensions of diversity: a case study with Ecuadorian hummingbirds DOI: 10.1111/ddi.12587

License: This code is available under a BSD 2-Clause License.

Copyright (c) 2017. All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

Contact information Laura J. Graham's email: laurajaneegraham@gmail.com, Ben Weinstein's email: benweinstein2010@gmail.com

Contents

Data

Inputdata folder contains hummingbird localities for Ecuador and Colombia, the shapefile for the country perimeter of Ecuador morphology, and phylogeny.

Figures

Output results and figures are stored in the folder, with the exception of the large data and .Rdata files which are held on dropbox (please contact authors)

Requirements

R version 2.XX or greater and Packages:

vegan, picante, analogue, doSNOW, ape, cluster, RColorBrewer, raster, ggplot2, phylobase, rgdal, tidyr, stringr, dplyr, biomod2, rasterVis, grid, devtools, broom, gridExtra, proxy, geometry, rcdd, cowplot, hypervolume

Workflow

Top level script runscript.R runs all code required for analysis:

  • Installs and loads all required packages
  • Sets resolution of analysis
  • Sets up output folder structure
  • Calls runSDM() function from runSDM.R (depends fnSDM.R)
  • Calls runProjections() function from runProjections.R
  • Calls runBetaDiv() function from FutureAnalog.R (depends AlphaMappingFunctions.R)
  • Calls runAnalogAnalysis function from FutureAnalog.R for each threshold value (depends FutureAnalogFunctions.R)
  • Calls runFAPlots.R