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Revision 94e49513

Added by Benoit Parmentier almost 11 years ago

multi timescale function script, update

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climate/research/oregon/interpolation/multi_timescales_paper_interpolation_functions.R
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#Functions used in the production of figures and data for the multi timescale paper are recorded.
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#AUTHOR: Benoit Parmentier                                                                      #
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#DATE CREATED: 11/25/2013            
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#DATE MODIFIED: 12/04/2013            
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#DATE MODIFIED: 12/09/2013            
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#Version: 1
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#PROJECT: Environmental Layers project                                       #
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#################################################################################################
......
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#### FUNCTION USED IN SCRIPT
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function_analyses_paper <-"multi_timescales_paper_interpolation_functions_11022013.R"
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function_analyses_paper <-"multi_timescales_paper_interpolation_functions_12092013.R"
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plot_transect_m2<-function(list_trans,r_stack,title_plot,disp=FALSE,m_layers){
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  #This function creates plot of transects for stack of raster images.
......
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  return(dat_var_stat)
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}
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plot_accuracy_by_holdout_fun <-function(list_tb,ac_metric){
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  #
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  list_plots <- vector("list",length=length(list_tb))
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  for (i in 1:length(list_tb)){
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    #i <- i+1
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    tb <-list_tb[[i]]
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    plot_name <- names(list_tb)[i]
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    pat_str <- "tb_m"
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    if(substr(plot_name,start=1,stop=4)== pat_str){
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      names_id <- c("pred_mod","prop")
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      plot_formula <- paste(ac_metric,"~prop",sep="",collapse="") 
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    }else{
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      names_id <- c("pred_mod","prop_month")
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      plot_formula <- paste(ac_metric,"~prop_month",collapse="")
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    }
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    names_mod <-unique(tb$pred_mod)
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    prop_obj <- calc_stat_prop_tb_diagnostic(names_mod,names_id,tb)
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    avg_tb <- prop_obj$avg_tb
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    layout_m<-c(1,1) #one row two columns
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    par(mfrow=layout_m)
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    #add option for plot title?
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    png(paste("Figure__accuracy_",ac_metric,"_prop_month_",plot_name,"_",out_prefix,".png", sep=""),
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      height=480*layout_m[1],width=480*layout_m[2])
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    p <- xyplot(as.formula(plot_formula),group=pred_mod,type="b",
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          data=avg_tb,
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          main=paste(ac_metric,plot_name,sep=" "),
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          pch=1:length(avg_tb$pred_mod),
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          par.settings=list(superpose.symbol = list(
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          pch=1:length(avg_tb$pred_mod))),
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          auto.key=list(columns=5))
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    print(p)
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    dev.off()
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    list_plots[[i]] <- p
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  }
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  names(list_plots) <- names
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  return(list_plots)
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  #end of function
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}
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################### END OF SCRIPT ###################
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