From 7ff4ba3742ea3856c67e3cc49ad7138e3fcf6e94 Mon Sep 17 00:00:00 2001
From: Mei <songtao.mei@wur.nl>
Date: Tue, 10 Jan 2023 11:11:44 +0100
Subject: [PATCH] test

---
 Archive - glowpa-model-master/.gitignore      |     4 +
 Archive - glowpa-model-master/GloWPa.Rproj    |    13 +
 .../Model input/Uganda/DEM_srtm_1km.tif       |   Bin 0 -> 825226 bytes
 .../Model script schema 2017 v5.pdf           |     0
 Archive - glowpa-model-master/README.md       |     5 +
 Model scripts/Scripts 2 and 3/GloWPa.R        |   199 -
 .../pathogenflows_land_water_separated.R      |   500 -
 .../GloWPa configuration.R                    |     0
 .../Scripts3/Model script schema 2017 v5.pdf  | 30181 ++++++++++++++++
 .../calling_concentrations.R                  |     0
 .../diffuse_runoff.R                          |     0
 .../diffuse_runoff_orig.R                     |     0
 .../river_geometry.R                          |     0
 .../{Scripts 2 and 3 => Scripts3}/routing.R   |     0
 .../survival_instream.R                       |     0
 Rplot.png                                     |   Bin 0 -> 17644 bytes
 Rplot01.png                                   |   Bin 0 -> 19017 bytes
 17 files changed, 30203 insertions(+), 699 deletions(-)
 create mode 100644 Archive - glowpa-model-master/.gitignore
 create mode 100644 Archive - glowpa-model-master/GloWPa.Rproj
 create mode 100644 Archive - glowpa-model-master/Model input/Uganda/DEM_srtm_1km.tif
 rename {Model scripts/Scripts 2 and 3 => Archive - glowpa-model-master}/Model script schema 2017 v5.pdf (100%)
 create mode 100644 Archive - glowpa-model-master/README.md
 delete mode 100644 Model scripts/Scripts 2 and 3/GloWPa.R
 delete mode 100644 Model scripts/Scripts 2 and 3/pathogenflows_land_water_separated.R
 rename Model scripts/{Scripts 2 and 3 => Scripts3}/GloWPa configuration.R (100%)
 create mode 100644 Model scripts/Scripts3/Model script schema 2017 v5.pdf
 rename Model scripts/{Scripts 2 and 3 => Scripts3}/calling_concentrations.R (100%)
 rename Model scripts/{Scripts 2 and 3 => Scripts3}/diffuse_runoff.R (100%)
 rename Model scripts/{Scripts 2 and 3 => Scripts3}/diffuse_runoff_orig.R (100%)
 rename Model scripts/{Scripts 2 and 3 => Scripts3}/river_geometry.R (100%)
 rename Model scripts/{Scripts 2 and 3 => Scripts3}/routing.R (100%)
 rename Model scripts/{Scripts 2 and 3 => Scripts3}/survival_instream.R (100%)
 create mode 100644 Rplot.png
 create mode 100644 Rplot01.png

diff --git a/Archive - glowpa-model-master/.gitignore b/Archive - glowpa-model-master/.gitignore
new file mode 100644
index 0000000..5b6a065
--- /dev/null
+++ b/Archive - glowpa-model-master/.gitignore	
@@ -0,0 +1,4 @@
+.Rproj.user
+.Rhistory
+.RData
+.Ruserdata
diff --git a/Archive - glowpa-model-master/GloWPa.Rproj b/Archive - glowpa-model-master/GloWPa.Rproj
new file mode 100644
index 0000000..8e3c2eb
--- /dev/null
+++ b/Archive - glowpa-model-master/GloWPa.Rproj	
@@ -0,0 +1,13 @@
+Version: 1.0
+
+RestoreWorkspace: Default
+SaveWorkspace: Default
+AlwaysSaveHistory: Default
+
+EnableCodeIndexing: Yes
+UseSpacesForTab: Yes
+NumSpacesForTab: 2
+Encoding: UTF-8
+
+RnwWeave: Sweave
+LaTeX: pdfLaTeX
diff --git a/Archive - glowpa-model-master/Model input/Uganda/DEM_srtm_1km.tif b/Archive - glowpa-model-master/Model input/Uganda/DEM_srtm_1km.tif
new file mode 100644
index 0000000000000000000000000000000000000000..55305c965e294d2cd7806e953857ab0d09e696f0
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diff --git a/Model scripts/Scripts 2 and 3/Model script schema 2017 v5.pdf b/Archive - glowpa-model-master/Model script schema 2017 v5.pdf
similarity index 100%
rename from Model scripts/Scripts 2 and 3/Model script schema 2017 v5.pdf
rename to Archive - glowpa-model-master/Model script schema 2017 v5.pdf
diff --git a/Archive - glowpa-model-master/README.md b/Archive - glowpa-model-master/README.md
new file mode 100644
index 0000000..e7f754f
--- /dev/null
+++ b/Archive - glowpa-model-master/README.md	
@@ -0,0 +1,5 @@
+# GloWPa Model
+
+This version of the GloWPa model is prepared by Nynke on 23/4/2020. It is provided to Lisanne Nauta and Gifty Abiwu on that day.
+
+This version has not been thoroughly checked.
\ No newline at end of file
diff --git a/Model scripts/Scripts 2 and 3/GloWPa.R b/Model scripts/Scripts 2 and 3/GloWPa.R
deleted file mode 100644
index f03e348..0000000
--- a/Model scripts/Scripts 2 and 3/GloWPa.R	
+++ /dev/null
@@ -1,199 +0,0 @@
-#' Main file for GloWPa model
-
-# LIBRARIES
-library(raster)
-library(logger)
-library(tictoc)
-library(parallel)
-
-# SOURCE FILES
-source("./Model scripts/population.R")
-source("./Model scripts/wwtp.R")
-source("./Model scripts/logger.R")
-source("./Model scripts/emissions.R")
-source("./Model scripts/plotter.R")
-source("./Model scripts/geo.R")
-source("./Model scripts/gadm.R")
-source("./Model scripts/pathogen.R")
-
-#' SCENARIO 
-#' run:                 identifier of scenario run
-#' loadings_module:     1= human_emissions, 2= pathogenflows
-#' pathogen:            name of pathogen. must be one of pathogen_inputs
-#' model_input:         directory of model input. default relative path to model_input
-#' model_output:        directory of model output. default relative path to model_output
-#' isoraster_filename:  name of the isoraster
-#' wwtp_available:      1=no treatment, 2= treatment, no location, 3= treatment, location of wwtp known
-#' WWTPData_filename:   filename of wwtp input data in case wwtp_available = 3
-#' 
-SCENARIO <<- data.frame(
-  run = 1,
-  loadings_module=1,
-  pathogen_name ="rotavirus",
-  pathogen_type = "Viruses",
-  use_pathogen_file = TRUE,
-  model_input ="./Model input", 
-  model_output = "./Model output",
-  isoraster_filename="isoraster.tiff",
-  population_urban_filename = "popurban.tif",
-  population_rural_filename = "poprural.tif",
-  wwtp_available = 1,
-  WWTPData_filename="",
-  gadm_level=1,
-  hydrology_available = FALSE,
-  resolution = 0.008333,stringsAsFactors = FALSE,
-  save_emissions = T
-  )
-
-STATE <<- "not started"
-ENV <<- list(
-  csv_sep = ",",
-  master_node = Sys.getpid() # set master node. Used when parallel processes are running
-)
-source("./local_env.R")
-glowpa.run <- function(scenario,human_data,isoraster,popurban,poprural,wwtp_input=NULL){
-  STATE <<- "running"
-  tic.clearlog()
-  tic("Total")
-  # merge defaults for scenario with scenario
-  result = withCallingHandlers({
-    SCENARIO <<- glowpa.get.params(scenario)
-    LOG_FILE <<- file.path(SCENARIO$model_output,sprintf("logs/log_run%s_pid%s.txt",SCENARIO$run, Sys.getpid()))
-    logger.init(LOG_FILE)
-    log_info('Start scenario run with id {SCENARIO$run}')
-    params_table <- logger.get.table(SCENARIO)
-    log_info('Model started with following params:\n{params_table}')
-   
-    ISORASTER <<- isoraster
-    HUMAN_DATA <<- human_data
-    OUTPUT <<- list(emissions=NULL,grid=NULL,files=list(pathogen_water_grid=NULL))
-    dir.create(SCENARIO$model_output,recursive = T,showWarnings = F)
-    # search pathogen information
-    PATHOGEN <<- pathogen.get()
-    if(SCENARIO$gadm_level!=4){
-      tic("preprocess population")
-      populations <- population.preprocess(popurban,poprural)
-      toc(log=T)
-    }
-    if(SCENARIO$loadings_module==1){
-      log_error("Human emissions module not yet implemented in this version.")
-      stop()
-    }
-    else if(SCENARIO$loadings_module==2){
-      if(SCENARIO$hydrology_available){
-        source("./Model scripts/pathogenflows_land_water_separated.R")
-      }else{
-        source("./Model scripts/pathogenflows.R")
-      }
-      tic("pathogen flow module")
-      OUTPUT$emissions <<- pathogenflow.run(PATHOGEN)
-      toc(log=T)
-    }
-    
-    if(SCENARIO$gadm_level!=4){
-      #calculate emissions pp
-      OUTPUT$emissions <<- emissions.calc.avg.pp(OUTPUT$emissions)
-    }
-    # replace na values with 0
-    # TODO: check if this is needed in all cases
-    OUTPUT$emissions <<- emissions.na.replace(OUTPUT$emissions)
-    
-    if(SCENARIO$gadm_level!=4){
-      # apply wwtp
-      tic("WWTP plan module")
-      wwtp_output <- wwtp.run(OUTPUT$emissions, PATHOGEN, populations$urban, populations$rural, wwtp_input)
-      toc(log=T)
-    } else{
-      tic("WWTP plan module level 4")
-      wwtp_output <- wwtp_level4.run(OUTPUT$emissions,PATHOGEN,wwtp_input)
-      toc(log=T)
-    }
-    OUTPUT$emissions <<- wwtp_output$emissions
-    if(SCENARIO$gadm_level!=4){
-      OUTPUT$grid <<- wwtp_output$grid
-    }
-#    if(SCENARIO$hydrology_available){
-#      stop("ERROR: Hydrology not implemented in this version")
-#    }
-#    else 
-    if(SCENARIO$loadings_module==1){
-      # TODO: think about moving this to human_emissions.R specific code.
-      if(SCENARIO$gadm_level!=4){
-        OUTPUT$grid$pathogen_land <<-0.025*OUTPUT$grid$pathogen_land
-        OUTPUT$grid$pathogen_water <<- OUTPUT$grid$pathogen_water + OUTPUT$grid$pathogen_land
-        writeRaster(OUTPUT$grid$pathogen_water,file.path(SCENARIO$model_output,sprintf("humanemissions_%s_%s",PATHOGEN$name,SCENARIO$run)), format="ascii", overwrite=TRUE)
-      }
-      OUTPUT$emissions$pathogen_urb_dif <<-0.025*OUTPUT$emissions$pathogen_urb_dif
-      OUTPUT$emissions$pathogen_rur_dif <<-0.025*OUTPUT$emissions$pathogen_rur_dif
-      OUTPUT$emissions$pathogen_urb_onsite_land <<-0.025*OUTPUT$emissions$pathogen_urb_onsite_land
-      OUTPUT$emissions$pathogen_rur_onsite_land <<-0.025*OUTPUT$emissions$pathogen_rur_onsite_land
-      # save in asci grid format
-      
-      library(tidyverse)
-      library(dplyr)
-      # save emissions to csv
-      selection <- emissions %>% select(1:16)
-      write.csv(selection, file=file.path(SCENARIO$model_output,sprintf("HumanEmissionsCalculated_%s_%s.csv",PATHOGEN$name,SCENARIO$run)))
-      detach("package:tidyverse", unload=TRUE)
-      detach("package:dplyr", unload=TRUE)
-    }
-    else if(SCENARIO$loadings_module==2){
-      totals <- pathogenflow.calc.totals(OUTPUT$emissions)
-      OUTPUT$emissions <<- totals
-    }
-    
-    if(SCENARIO$gadm_level!=4){
-      # save geotiff
-      
-      if(SCENARIO$hydrology_available){
-        #separately write emissions to land and to water before runoff fraction is taken into account
-        outfile_land<-file.path(SCENARIO$model_output,sprintf("humanemissions_diffuse_%s_%s.tif",PATHOGEN$name,SCENARIO$run))
-        outfile_water<-file.path(SCENARIO$model_output,sprintf("humanemissions_water_%s_%s.tif",PATHOGEN$name,SCENARIO$run))
-        writeRaster(OUTPUT$grid$pathogen_land,outfile_land,format="GTiff",overwrite=TRUE)
-        writeRaster(OUTPUT$grid$pathogen_water,outfile_water,format="GTiff",overwrite=TRUE)
-      }
-      OUTPUT$grid$pathogen_land <<-0.025*OUTPUT$grid$pathogen_land
-      OUTPUT$grid$pathogen_water <<- OUTPUT$grid$pathogen_water + OUTPUT$grid$pathogen_land
-      OUTPUT$grid$pathogen_water[OUTPUT$grid$pathogen_water==0]<-NA
-      out_file <- file.path(SCENARIO$model_output,sprintf("humanemissions_total_%s_%s.tif",PATHOGEN$name,SCENARIO$run))
-      log_info("Writing raster output")
-      writeRaster(OUTPUT$grid$pathogen_water,out_file,format="GTiff",overwrite=TRUE)
-      OUTPUT$files$pathogen_water_grid = out_file 
-    }
-    
-    if(SCENARIO$save_emissions){
-      log_info("Writing csv output")
-      out_csv <- file.path(SCENARIO$model_output,sprintf("humanemissions_%s_%s.csv",PATHOGEN$name,SCENARIO$run))
-      write.csv(OUTPUT$emissions,out_csv)
-    }
-    STATE <<- "finished"
-    log_info("finished scenario run with id {SCENARIO$run}")
-  }, warning = function(warning_condition) {
-    log_warn("{warning_condition$message}")
-  }, error = function(error_condition) {
-    STATE <<- "error"
-   log_error("{error_condition}")
-  })
-  toc(log=T)
-  log_times <- unlist(tic.log())
-  log_info("{log_times}")
-  tmp_dir <- file.path("./tmp/",ENV$master_node)
-  if(dir.exists(tmp_dir)){
-    unlink(tmp_dir,recursive = T)
-  }
-  
-
-  return(OUTPUT)
-}
-
-
-glowpa.get.params <- function(scenario){
-  # merge defaults in scenario
-  for(col in colnames(SCENARIO)){
-    if(!col %in% colnames(scenario)){
-      scenario[[col]] <- SCENARIO[[col]]
-    }
-  }
-  return(scenario)
-}
-
diff --git a/Model scripts/Scripts 2 and 3/pathogenflows_land_water_separated.R b/Model scripts/Scripts 2 and 3/pathogenflows_land_water_separated.R
deleted file mode 100644
index 0fd9302..0000000
--- a/Model scripts/Scripts 2 and 3/pathogenflows_land_water_separated.R	
+++ /dev/null
@@ -1,500 +0,0 @@
-library(pathogenflows)
-
-session_info <- sessionInfo()
-log_info("Loaded package {session_info$otherPkgs$pathogenflows$Package}  {session_info$otherPkgs$pathogenflows$Version}")
-
-pathogenflow.run <- function(pathogen){
-  log_info("Using Pathogenflows to calculate emissions")
-  emissions <- data.frame(iso=HUMAN_DATA$iso,subarea=HUMAN_DATA$subarea)
-
-  # 1) extract pathogen type from pathogen
-  pathogen_type <- pathogen$pathogenType
-  area_types <- c("urban","rural")
-  human_age_types <- c("child","adult")
-  
-  all_loadings <- list(rural=list(),urban=list())
-  # 2) call loadings function 4 times for urban-adult/child prevalence and rural-adult/child prevalence
-  onsite_data <- list(urban=list(),rural=list())
-  for(area_type in area_types){
-    for(human_age_type in human_age_types){
-      onsite_data[[area_type]][[human_age_type]] <- pathogenflow.get.input(area_type,human_age_type,pathogen_type)
-    }
-  }
-
-  tic("calc pathogenflows loadings")
-  # for debugging inside getLoadings
-  #loadings <- pathogenflows::getLoadings(onsite_data$urban$child,pathogen_type)
-  cl <- makeCluster(detectCores(),outfile=LOG_FILE)
-  clusterEvalQ(cl, library(pathogenflows))
-  clusterExport(cl, varlist=c("log_info"))
-  loadings <- parLapply(cl,unlist(onsite_data,recursive = F),fun = function(x){
-    session_info <- sessionInfo()
-    pid <- Sys.getpid()
-    log_info("pathogenflows pid {pid} : R version: {session_info$R.version$version.string}")
-    log_info("pathogenflows pid {pid} : Library path: {.libPaths()}")
-    out <- pathogenflows::getLoadings(x,pathogen_type)
-    return(out)
-  })
-  stopCluster(cl)
-  
-  toc(log = T)
-  # 3) postprocess output
-  for(calc_id in names(loadings)){
-    calc_combination <- unlist(strsplit(calc_id,split='.',fixed = T))
-    area_type <- calc_combination[1]
-    age_type <- calc_combination[2]
-    all_loadings[[area_type]][[age_type]] <- loadings[[calc_id]]
-  }
-  
-# uncomment for saving intermediate results  
-# for(i in names(unlist(all_loadings, recursive = F))){
-##   browser()
-#   write.csv(unlist(all_loadings,recursive = F)[[i]]$output,file.path(SCENARIO$model_output,sprintf("loadings_%s_%s_%s.csv",i,PATHOGEN$name,SCENARIO$run)))
-# }
-  
-  # add child  + adult loadings for sanitation and areas
-  # apply to area types urban/rural
-  for(area_type in names(all_loadings)){
-    area_type_code <- "rur"
-    if(area_type == "urban"){
-      area_type_code <- "urb"
-    }
-    area_loadings <- all_loadings[[area_type]]
-    adult <- area_loadings$adult$det
-    child <- area_loadings$child$det
-    
-    # apply to all sub areas
-    for(i in 1:length(emissions$iso)){
-      iso_code <- emissions$iso[i]
-      gid <- HUMAN_DATA$gid[HUMAN_DATA$iso==iso_code]
-      ncols <- ncol(adult[[gid]])
-      sanitation_types <- adult[[gid]]$id
-      emissions_sanitation <- adult[[gid]][3:ncols] + child[[gid]][3:ncols]
-
-      # apply to all sanitation types
-      for(j in 1:length(sanitation_types)){
-        sanitation_type <- sanitation_types[j]
-        # construct column names by sanitation type and rural/urban
-        emissions_col_name_postfix <- sprintf("%s_%s",sanitation_type,area_type_code)
-        emissions_col_to_surface <- sprintf("%s_%s","to_surface",emissions_col_name_postfix)
-        emissions_col_sewerage <- sprintf("%s_%s","to_sewerage",emissions_col_name_postfix)
-        emissions_col_in_fecal_sludge <-  sprintf("%s_%s","to_fecalSludge",emissions_col_name_postfix)
-        to_surface <- emissions_sanitation$toSurface[j]
-        to_sewerage <- emissions_sanitation$sewerage[j]
-        in_fecal_sludge <- emissions_sanitation$fecalSludge[j]
-        # store only to_surface, to_sewerage and in_fecal_sludge
-        emissions[[emissions_col_to_surface]][i] <- to_surface
-        emissions[[emissions_col_sewerage]][i] <- to_sewerage
-        emissions[[emissions_col_in_fecal_sludge]][i] <- in_fecal_sludge
-      }
-    }
-  }
-  
-  removal_fraction_col <- sprintf("fEmitted_inEffluent_after_treatment_%s",tolower(pathogen_type))
-  if(removal_fraction_col %in% colnames(HUMAN_DATA)){
-    # TODO: check @Nynke 1- this column or just this column
-    HUMAN_DATA$removalfraction <<- HUMAN_DATA[[removal_fraction_col]]
-  }
-  else{
-    HUMAN_DATA$removalfraction<-HUMAN_DATA$fEmitted_inEffluent_after_treatment 
-  }
-  # TODO: check with @Nynke. Can we ussume this?
-  HUMAN_DATA$removalfraction <- replace(HUMAN_DATA$removalfraction, is.na(HUMAN_DATA$removalfraction),1)
-  
-  
-  for(i in 1:length(emissions$subarea)){
-    emissions$pathogen_urb_conforgrid_sewer[i]<-sum(c(emissions$to_sewerage_flushSewer_urb[i]),na.rm=TRUE) #,emissions$to_sewerage_flushSeptic_urb[i],emissions$to_sewerage_flushPit_urb[i],emissions$to_sewerage_flushOpen_urb[i],emissions$to_sewerage_flushUnknown_urb[i],emissions$to_sewerage_pitSlab_urb[i],emissions$to_sewerage_pitNoSlab_urb[i],emissions$to_sewerage_compostingTwinSlab_urb[i],emissions$to_sewerage_compostingTwinNoSlab_urb[i],emissions$to_sewerage_compostingToilet_urb[i],emissions$to_sewerage_bucketLatrine_urb[i],emissions$to_sewerage_containerBased_urb[i],emissions_to_sewerage_hangingToilet_urb[i],emissions_to_sewerage_openDefecation_urb[i],emissions$to_sewerage_other_urb[i]),na.rm=TRUE) #I added all toilet types, but I think only emissions$to_sewerage_flushSewer_urb should have a value >0
-    emissions$pathogen_rur_conforgrid_sewer[i]<-sum(c(emissions$to_sewerage_flushSewer_rur[i]),na.rm=TRUE) #emissions$to_sewerage_flushSeptic_rur[i],emissions$to_sewerage_flushPit_rur[i],emissions$to_sewerage_flushOpen_rur[i],emissions$to_sewerage_flushUnknown_rur[i],emissions$to_sewerage_pitSlab_rur[i],emissions$to_sewerage_pitNoSlab_rur[i],emissions$to_sewerage_compostingTwinSlab_rur[i],emissions$to_sewerage_compostingTwinNoSlab_rur[i],emissions$to_sewerage_compostingToilet_rur[i],emissions$to_sewerage_bucketLatrine_rur[i],emissions$to_sewerage_containerBased_rur[i],emissions_to_sewerage_hangingToilet_rur[i],emissions_to_sewerage_openDefecation_rur[i],emissions$to_sewerage_other_rur[i]),na.rm=TRUE)
-    emissions$pathogen_urb_conforgrid_onsite[i]<-sum(c(emissions$to_fecalSludge_flushSeptic_urb[i],emissions$to_fecalSludge_flushPit_urb[i],emissions$to_fecalSludge_flushOpen_urb[i],emissions$to_fecalSludge_flushUnknown_urb[i],emissions$to_fecalSludge_pitSlab_urb[i],emissions$to_fecalSludge_pitNoSlab_urb[i],emissions$to_fecalSludge_compostingToilet_urb[i],emissions$to_fecalSludge_bucketLatrine_urb[i],emissions$to_fecalSludge_containerBased_urb[i],emissions$to_fecalSludge_other_urb[i]),na.rm=TRUE) #emissions$to_fecalSludge_flushSewer_urb[i],,emissions_to_fecalSludge_hangingToilet_urb[i],emissions_to_fecalSludge_openDefecation_urb[i]
-    emissions$pathogen_rur_conforgrid_onsite[i]<-sum(c(emissions$to_fecalSludge_flushSeptic_rur[i],emissions$to_fecalSludge_flushPit_rur[i],emissions$to_fecalSludge_flushOpen_rur[i],emissions$to_fecalSludge_flushUnknown_rur[i],emissions$to_fecalSludge_pitSlab_rur[i],emissions$to_fecalSludge_pitNoSlab_rur[i],emissions$to_fecalSludge_compostingToilet_rur[i],emissions$to_fecalSludge_bucketLatrine_rur[i],emissions$to_fecalSludge_containerBased_rur[i],emissions$to_fecalSludge_other_rur[i]),na.rm=TRUE) #emissions$to_fecalSludge_flushSewer_rur[i],,emissions_to_fecalSludge_hangingToilet_rur[i],emissions_to_fecalSludge_openDefecation_rur[i]
-    
-    if(SCENARIO$wwtp_available==3){
-      emissions$pathogen_urb_conforgrid[i]<-emissions$pathogen_urb_conforgrid_sewer[i]+emissions$pathogen_urb_conforgrid_onsite[i]
-      emissions$pathogen_rur_conforgrid[i]<-emissions$pathogen_rur_conforgrid_sewer[i]+emissions$pathogen_rur_conforgrid_onsite[i]
-      emissions$pathogen_urb_waterforgrid[i]<-sum(c(emissions$to_surface_flushSewer_urb[i],emissions$to_surface_flushSeptic_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),emissions$to_surface_flushPit_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),emissions$to_surface_flushOpen_urb[i],emissions$to_surface_flushUnknown_urb[i],emissions$to_surface_pitSlab_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),emissions$to_surface_pitNoSlab_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),emissions$to_surface_compostingToilet_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),emissions$to_surface_bucketLatrine_urb[i],emissions$to_surface_containerBased_urb[i],emissions$to_surface_hangingToilet_urb[i],emissions$to_surface_openDefecation_urb[i],emissions$to_surface_other_urb[i]),na.rm=TRUE)
-      emissions$pathogen_rur_waterforgrid[i]<-sum(c(emissions$to_surface_flushSewer_rur[i],emissions$to_surface_flushSeptic_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),emissions$to_surface_flushPit_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),emissions$to_surface_flushOpen_rur[i],emissions$to_surface_flushUnknown_rur[i],emissions$to_surface_pitSlab_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),emissions$to_surface_pitNoSlab_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),emissions$to_surface_compostingToilet_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),emissions$to_surface_hangingToilet_rur[i],emissions$to_surface_other_rur[i]),na.rm=TRUE)
-    }
-    #MAYBE BETTER TO MOVE THIS TO LATER AND REPLACE BY THE 'OUT' EMISSIONS, currently then calculating twice the same thing.
-    else{
-      emissions$pathogen_urb_conforgrid[i]<-NA
-      emissions$pathogen_rur_conforgrid[i]<-NA
-      emissions$pathogen_urb_waterforgrid[i]<-sum(emissions$pathogen_urb_conforgrid_sewer[i],emissions$pathogen_urb_conforgrid_onsite[i], na.rm = T)*HUMAN_DATA$removalfraction[i]+
-        sum(c(emissions$to_surface_flushSewer_urb[i],
-              emissions$to_surface_flushSeptic_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),
-              emissions$to_surface_flushPit_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),
-              emissions$to_surface_flushOpen_urb[i],emissions$to_surface_flushUnknown_urb[i],
-              emissions$to_surface_pitSlab_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),
-              emissions$to_surface_pitNoSlab_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),
-              # emissions$to_surface_compostingTwinSlab_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),
-              # emissions$to_surface_compostingTwinNoSlab_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),
-              emissions$to_surface_compostingToilet_urb[i]*(1-HUMAN_DATA$onsiteDumpedland_urb[i]),
-              emissions$to_surface_bucketLatrine_urb[i],emissions$to_surface_containerBased_urb[i],
-              emissions$to_surface_hangingToilet_urb[i],emissions$to_surface_openDefecation_urb[i],
-              emissions$to_surface_other_urb[i]),na.rm=TRUE)
-      emissions$pathogen_rur_waterforgrid[i]<-sum(emissions$pathogen_rur_conforgrid_sewer[i],emissions$pathogen_rur_conforgrid_onsite[i], na.rm = T)*HUMAN_DATA$removalfraction[i]+
-        sum(c(emissions$to_surface_flushSewer_rur[i],
-              emissions$to_surface_flushSeptic_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),
-              emissions$to_surface_flushPit_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),
-              emissions$to_surface_flushOpen_rur[i],
-              emissions$to_surface_flushUnknown_rur[i],
-              emissions$to_surface_pitSlab_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),
-              emissions$to_surface_pitNoSlab_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),
-              # emissions$to_surface_compostingTwinSlab_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),
-              # emissions$to_surface_compostingTwinNoSlab_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),
-              emissions$to_surface_compostingToilet_rur[i]*(1-HUMAN_DATA$onsiteDumpedland_rur[i]),
-              emissions$to_surface_hangingToilet_rur[i],
-              emissions$to_surface_other_rur[i]),na.rm=TRUE)
-      emissions$to_sewerage_flushSewer_urb_out[i]<-emissions$pathogen_urb_conforgrid_sewer[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_sewerage_flushSewer_rur_out[i]<-emissions$pathogen_rur_conforgrid_sewer[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushSeptic_urb_out[i]<-emissions$to_fecalSludge_flushSeptic_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushPit_urb_out[i]<-emissions$to_fecalSludge_flushPit_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushOpen_urb_out[i]<-emissions$to_fecalSludge_flushOpen_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushUnknown_urb_out[i]<-emissions$to_fecalSludge_flushUnknown_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_pitSlab_urb_out[i]<-emissions$to_fecalSludge_pitSlab_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_pitNoSlab_urb_out[i]<-emissions$to_fecalSludge_pitNoSlab_urb[i]*HUMAN_DATA$removalfraction[i]
-#      emissions$to_fecalSludge_compostingTwinSlab_urb_out[i]<-emissions$to_fecalSludge_compostingTwinSlab_urb[i]*HUMAN_DATA$removalfraction[i]
-#      emissions$to_fecalSludge_compostingTwinNoSlab_urb_out[i]<-emissions$to_fecalSludge_compostingTwinNoSlab_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_compostingToilet_urb_out[i]<-emissions$to_fecalSludge_compostingToilet_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_bucketLatrine_urb_out[i]<-emissions$to_fecalSludge_bucketLatrine_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_containerBased_urb_out[i]<-emissions$to_fecalSludge_containerBased_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_other_urb_out[i]<-emissions$to_fecalSludge_other_urb[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushSeptic_rur_out[i]<-emissions$to_fecalSludge_flushSeptic_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushPit_rur_out[i]<-emissions$to_fecalSludge_flushPit_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushOpen_rur_out[i]<-emissions$to_fecalSludge_flushOpen_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_flushUnknown_rur_out[i]<-emissions$to_fecalSludge_flushUnknown_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_pitSlab_rur_out[i]<-emissions$to_fecalSludge_pitSlab_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_pitNoSlab_rur_out[i]<-emissions$to_fecalSludge_pitNoSlab_rur[i]*HUMAN_DATA$removalfraction[i]
-#      emissions$to_fecalSludge_compostingTwinSlab_rur_out[i]<-emissions$to_fecalSludge_compostingTwinSlab_rur[i]*HUMAN_DATA$removalfraction[i]
-#      emissions$to_fecalSludge_compostingTwinNoSlab_rur_out[i]<-emissions$to_fecalSludge_compostingTwinNoSlab_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_compostingToilet_rur_out[i]<-emissions$to_fecalSludge_compostingToilet_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_bucketLatrine_rur_out[i]<-emissions$to_fecalSludge_bucketLatrine_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_containerBased_rur_out[i]<-emissions$to_fecalSludge_containerBased_rur[i]*HUMAN_DATA$removalfraction[i]
-      emissions$to_fecalSludge_other_rur_out[i]<-emissions$to_fecalSludge_other_rur[i]*HUMAN_DATA$removalfraction[i]
-    }
-
-    emissions$pathogen_urb_landforgrid[i]<-sum(c(emissions$to_surface_flushSeptic_urb[i]*HUMAN_DATA$onsiteDumpedland_urb[i],emissions$to_surface_flushPit_urb[i]*HUMAN_DATA$onsiteDumpedland_urb[i],emissions$to_surface_pitSlab_urb[i]*HUMAN_DATA$onsiteDumpedland_urb[i],emissions$to_surface_pitNoSlab_urb[i]*HUMAN_DATA$onsiteDumpedland_urb[i],emissions$to_surface_compostingToilet_urb[i]*HUMAN_DATA$onsiteDumpedland_urb[i]),na.rm=TRUE) #emissions$to_surface_compostingTwinSlab_urb[i]*HUMAN_DATA$onsiteDumpedland_urb[i],emissions$to_surface_compostingTwinNoSlab_urb[i]*HUMAN_DATA$onsiteDumpedland_urb[i],
-    emissions$pathogen_rur_landforgrid[i]<-sum(c(emissions$to_surface_flushSeptic_rur[i]*HUMAN_DATA$onsiteDumpedland_rur[i],emissions$to_surface_flushPit_rur[i]*HUMAN_DATA$onsiteDumpedland_rur[i],emissions$to_surface_pitSlab_rur[i]*HUMAN_DATA$onsiteDumpedland_rur[i],emissions$to_surface_pitNoSlab_rur[i]*HUMAN_DATA$onsiteDumpedland_rur[i],emissions$to_surface_compostingToilet_rur[i]*HUMAN_DATA$onsiteDumpedland_rur[i],emissions$to_surface_bucketLatrine_rur[i],emissions$to_surface_containerBased_rur[i],emissions$to_surface_openDefecation_rur[i]),na.rm=TRUE) #,emissions$to_surface_compostingTwinSlab_rur[i]*HUMAN_DATA$onsiteDumpedland_rur[i],emissions$to_surface_compostingTwinNoSlab_rur[i]*HUMAN_DATA$onsiteDumpedland_rur[i]
-  }
-  
-  for(j in 1:length(sanitation_types)){
-
-    jmp_type <- sanitation_types[j]
-    col_name_urb <- sprintf("pathogen_urb_fonsite_%s",jmp_type) 
-    col_name_rur <- sprintf("pathogen_rur_fonsite_%s",jmp_type)
-    emissions[[col_name_urb]] <- 0
-    emissions[[col_name_rur]] <- 0
-  }
-  emissions$pathogen_urb_fconsewer <- 0
-  emissions$pathogen_rur_fconsewer <- 0
-      
-  a<-which(emissions$pathogen_urb_conforgrid>0)
-  b<-which(emissions$pathogen_rur_conforgrid>0)
-
-  if(length(a)>0){
-    emissions$pathogen_urb_fconsewer[a]<-emissions$pathogen_urb_conforgrid_sewer[a]/emissions$pathogen_urb_conforgrid[a]
-    emissions$pathogen_urb_fonsite_flushSeptic[a]<-emissions$to_fecalSludge_flushSeptic_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_flushPit[a]<-emissions$to_fecalSludge_flushPit_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_flushOpen[a]<-emissions$to_fecalSludge_flushOpen_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_flushUnknown[a]<-emissions$to_fecalSludge_flushUnknown_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_pitSlab[a]<-emissions$to_fecalSludge_pitSlab_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_pitNoSlab[a]<-emissions$to_fecalSludge_pitNoSlab_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    #emissions$pathogen_urb_fonsite_compostingTwinSlab[a]<-emissions$to_fecalSludge_compostingTwinSlab_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    #emissions$pathogen_urb_fonsite_compostingTwinNoSlab[a]<-emissions$to_fecalSludge_compostingTwinNoSlab_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_compostingToilet[a]<-emissions$to_fecalSludge_compostingToilet_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_bucketLatrine[a]<-emissions$to_fecalSludge_bucketLatrine_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_containerBased[a]<-emissions$to_fecalSludge_containerBased_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-    emissions$pathogen_urb_fonsite_other[a]<-emissions$to_fecalSludge_other_urb[a]/(emissions$pathogen_urb_conforgrid[a]*(1-emissions$pathogen_urb_fconsewer[a]))
-  }
-  if(length(b) >0){
-    emissions$pathogen_rur_fconsewer[b]<-emissions$pathogen_rur_conforgrid_sewer[b]/emissions$pathogen_rur_conforgrid[b]
-    emissions$pathogen_rur_fonsite_flushSeptic[b]<-emissions$to_fecalSludge_flushSeptic_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_flushPit[b]<-emissions$to_fecalSludge_flushPit_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_flushOpen[b]<-emissions$to_fecalSludge_flushOpen_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_flushUnknown[b]<-emissions$to_fecalSludge_flushUnknown_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_pitSlab[b]<-emissions$to_fecalSludge_pitSlab_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_pitNoSlab[b]<-emissions$to_fecalSludge_pitNoSlab_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    #emissions$pathogen_rur_fonsite_compostingTwinSlab[b]<-emissions$to_fecalSludge_compostingTwinSlab_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    #emissions$pathogen_rur_fonsite_compostingTwinNoSlab[b]<-emissions$to_fecalSludge_compostingTwinNoSlab_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_compostingToilet[b]<-emissions$to_fecalSludge_compostingToilet_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_bucketLatrine[b]<-emissions$to_fecalSludge_bucketLatrine_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_containerBased[b]<-emissions$to_fecalSludge_containerBased_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-    emissions$pathogen_rur_fonsite_other[b]<-emissions$to_fecalSludge_other_rur[b]/(emissions$pathogen_rur_conforgrid[b]*(1-emissions$pathogen_rur_fconsewer[b]))
-  }
-  
-  emissions$to_surface_flushSewer_urb_out_water<-emissions$to_surface_flushSewer_urb
-  emissions$to_surface_flushSeptic_urb_out_water<-emissions$to_surface_flushSeptic_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)
-  emissions$to_surface_flushPit_urb_out_water<-emissions$to_surface_flushPit_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)
-  emissions$to_surface_flushOpen_urb_out_water<-emissions$to_surface_flushOpen_urb
-  emissions$to_surface_flushUnknown_urb_out_water<-emissions$to_surface_flushUnknown_urb
-  emissions$to_surface_pitSlab_urb_out_water<-emissions$to_surface_pitSlab_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)
-  emissions$to_surface_pitNoSlab_urb_out_water<-emissions$to_surface_pitNoSlab_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)
-  #emissions$to_surface_compostingTwinSlab_urb_out<-emissions$to_surface_compostingTwinSlab_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)+emissions$to_surface_compostingTwinSlab_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  #emissions$to_surface_compostingTwinNoSlab_urb_out<-emissions$to_surface_compostingTwinNoSlab_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)+emissions$to_surface_compostingTwinNoSlab_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  emissions$to_surface_compostingToilet_urb_out_water<-emissions$to_surface_compostingToilet_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)
-  emissions$to_surface_bucketLatrine_urb_out_water<-emissions$to_surface_bucketLatrine_urb
-  emissions$to_surface_containerBased_urb_out_water<-emissions$to_surface_containerBased_urb
-  emissions$to_surface_hangingToilet_urb_out_water<-emissions$to_surface_hangingToilet_urb
-  emissions$to_surface_openDefecation_urb_out_water<-emissions$to_surface_openDefecation_urb
-  emissions$to_surface_other_urb_out_water<-emissions$to_surface_other_urb
-  
-  emissions$to_surface_flushSewer_rur_out_water<-emissions$to_surface_flushSewer_rur
-  emissions$to_surface_flushSeptic_rur_out_water<-emissions$to_surface_flushSeptic_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)
-  emissions$to_surface_flushPit_rur_out_water<-emissions$to_surface_flushPit_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)
-  emissions$to_surface_flushOpen_rur_out_water<-emissions$to_surface_flushOpen_rur
-  emissions$to_surface_flushUnknown_rur_out_water<-emissions$to_surface_flushUnknown_rur
-  emissions$to_surface_pitSlab_rur_out_water<-emissions$to_surface_pitSlab_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)
-  emissions$to_surface_pitNoSlab_rur_out_water<-emissions$to_surface_pitNoSlab_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)
-  #emissions$to_surface_compostingTwinSlab_rur_out<-emissions$to_surface_compostingTwinSlab_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)+emissions$to_surface_compostingTwinSlab_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  #emissions$to_surface_compostingTwinNoSlab_rur_out<-emissions$to_surface_compostingTwinNoSlab_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)+emissions$to_surface_compostingTwinNoSlab_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  emissions$to_surface_compostingToilet_rur_out_water<-emissions$to_surface_compostingToilet_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)
-  emissions$to_surface_bucketLatrine_rur_out_water<-0
-  emissions$to_surface_containerBased_rur_out_water<-0
-  emissions$to_surface_hangingToilet_rur_out_water<-emissions$to_surface_hangingToilet_rur
-  emissions$to_surface_openDefecation_rur_out_water<-0
-  emissions$to_surface_other_rur_out_water<-emissions$to_surface_other_rur
-  
-  emissions$to_surface_flushSewer_urb_out_land<-0
-  emissions$to_surface_flushSeptic_urb_out_land<-emissions$to_surface_flushSeptic_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  emissions$to_surface_flushPit_urb_out_land<-emissions$to_surface_flushPit_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  emissions$to_surface_flushOpen_urb_out_land<-0
-  emissions$to_surface_flushUnknown_urb_out_land<-0
-  emissions$to_surface_pitSlab_urb_out_land<-emissions$to_surface_pitSlab_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  emissions$to_surface_pitNoSlab_urb_out_land<-emissions$to_surface_pitNoSlab_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  #emissions$to_surface_compostingTwinSlab_urb_out<-emissions$to_surface_compostingTwinSlab_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)+emissions$to_surface_compostingTwinSlab_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  #emissions$to_surface_compostingTwinNoSlab_urb_out<-emissions$to_surface_compostingTwinNoSlab_urb*(1-HUMAN_DATA$onsiteDumpedland_urb)+emissions$to_surface_compostingTwinNoSlab_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  emissions$to_surface_compostingToilet_urb_out_land<-emissions$to_surface_compostingToilet_urb*HUMAN_DATA$onsiteDumpedland_urb*0.025
-  emissions$to_surface_bucketLatrine_urb_out_land<-0
-  emissions$to_surface_containerBased_urb_out_land<-0
-  emissions$to_surface_hangingToilet_urb_out_land<-0
-  emissions$to_surface_openDefecation_urb_out_land<-0
-  emissions$to_surface_other_urb_out_land<-0
-  
-  emissions$to_surface_flushSewer_rur_out_land<-0
-  emissions$to_surface_flushSeptic_rur_out_land<-emissions$to_surface_flushSeptic_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  emissions$to_surface_flushPit_rur_out_land<-emissions$to_surface_flushPit_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  emissions$to_surface_flushOpen_rur_out_land<-0
-  emissions$to_surface_flushUnknown_rur_out_land<-0
-  emissions$to_surface_pitSlab_rur_out_land<-emissions$to_surface_pitSlab_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  emissions$to_surface_pitNoSlab_rur_out_land<-emissions$to_surface_pitNoSlab_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  #emissions$to_surface_compostingTwinSlab_rur_out<-emissions$to_surface_compostingTwinSlab_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)+emissions$to_surface_compostingTwinSlab_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  #emissions$to_surface_compostingTwinNoSlab_rur_out<-emissions$to_surface_compostingTwinNoSlab_rur*(1-HUMAN_DATA$onsiteDumpedland_rur)+emissions$to_surface_compostingTwinNoSlab_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  emissions$to_surface_compostingToilet_rur_out_land<-emissions$to_surface_compostingToilet_rur*HUMAN_DATA$onsiteDumpedland_rur*0.025
-  emissions$to_surface_bucketLatrine_rur_out_land<-emissions$to_surface_bucketLatrine_rur*0.025
-  emissions$to_surface_containerBased_rur_out_land<-emissions$to_surface_containerBased_rur*0.025
-  emissions$to_surface_hangingToilet_rur_out_land<-0
-  emissions$to_surface_openDefecation_rur_out_land<-emissions$to_surface_openDefecation_rur*0.025
-  emissions$to_surface_other_rur_out_land<-0
-  
-  #####Simulate fraction of each sanitation type of total emissions (going to land)
-  
-  fractions <- data.frame(iso=HUMAN_DATA$iso,subarea=HUMAN_DATA$subarea,pathogen_urb_landforgrid=emissions$pathogen_urb_landforgrid,pathogen_rur_landforgrid=emissions$pathogen_rur_landforgrid)  
-  
-  #urban fractions
-  fractions$fland_urb_flushSewer<-emissions$to_surface_flushSewer_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_flushSeptic<- emissions$to_surface_flushSeptic_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_flushPit <- emissions$to_surface_flushPit_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_flushOpen<-emissions$to_surface_flushOpen_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_flushUnknown<-emissions$to_surface_flushUnknown_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_pitSlab <- emissions$to_surface_pitSlab_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_pitNoSlab <- emissions$to_surface_pitNoSlab_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_compostingToilet <- emissions$to_surface_compostingToilet_urb_out_land/emissions$pathogen_urb_landforgrid 
-  fractions$fland_urb_bucketLatrine<-emissions$to_surface_bucketLatrine_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_containerBased<-emissions$to_surface_containerBased_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_openDefecation<-emissions$to_surface_openDefecation_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_hangingToilet<-emissions$to_surface_hangingToilet_urb_out_land/emissions$pathogen_urb_landforgrid
-  fractions$fland_urb_other<-emissions$to_surface_other_urb_out_land/emissions$pathogen_urb_landforgrid
-  
-  #rural fractions
-  fractions$fland_rur_flushSewer<- emissions$to_surface_flushSewer_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_flushSeptic<- emissions$to_surface_flushSeptic_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_flushPit <- emissions$to_surface_flushPit_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_flushOpen<-emissions$to_surface_flushOpen_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_flushUnknown<-emissions$to_surface_flushUnknown_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_pitSlab <- emissions$to_surface_pitSlab_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_pitNoSlab <- emissions$to_surface_pitNoSlab_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_compostingToilet<- emissions$to_surface_compostingToilet_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_bucketLatrine<-emissions$to_surface_bucketLatrine_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_containerBased<-emissions$to_surface_containerBased_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_hangingToilet<-emissions$to_surface_hangingToilet_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_openDefecation<-emissions$to_surface_openDefecation_rur_out_land/emissions$pathogen_rur_landforgrid
-  fractions$fland_rur_other<-emissions$to_surface_other_rur_out_land/emissions$pathogen_rur_landforgrid
-  
-  out_csv <- file.path(SCENARIO$model_output,sprintf("landfractions_%s_%s.csv",PATHOGEN$name,SCENARIO$run))
-  write.csv(fractions,out_csv)
-  
-  #WAT NU NOG MIST IS VOOR IEDERE TOILET CATEGORIE URB EN RUR EEN ARRAY EMISSIONS$TO_SEWARAGE_XXX_XXX_OUT
-  #EN EMISSIONS$TO_FECALSLUDGE_XXX_XXX_OUT. DAT KAN NA HET TREATMENT STUK GEMAAKT WORDEN
-  #DAN MOETEN DE EMISSIONS$TO_SURFACE, EMISSIONS$TO_SEWERAGE EN EMISSIONS$TO_FECAL_SLUDGE OPGETELD
-  #WORDEN TOT TOTALE EMISSIONS PER TOILET TYPE voor urbaan + ruraal (BIJV EMISSIONS$TOTAL_XXX__OUT) DIE DAN KUNNEN WORDEN
-  #UITGESCHREVEN ALS JSON
-  
-  # 4) return emissions
-  return(emissions)
-}
-
-pathogenflow.get.input <- function(area_type,human_type, pathogen_type){
-  #@Nynke: population is population per human type (adult/child) or total population?
-  col_names <- c("gid","scenario","region","flushSewer","flushSeptic","flushPit","flushOpen","flushUnknown","pitSlab","pitNoSlab","compostingToilet","bucketLatrine",
-                 "containerBased","hangingToilet","openDefecation","other","coverBury","sewageTreated","fecalSludgeTreated","isWatertight","hasLeach",
-                 "emptyFrequency", "pitAdditive", "urine","twinPits")  
-  onsite_data <- data.frame(matrix(ncol=length(col_names),nrow = dim(HUMAN_DATA)[1]))
-  colnames(onsite_data) <- col_names
-  onsite_data$gid <- HUMAN_DATA$gid
-  onsite_data$region <- HUMAN_DATA$subarea
-  shedding_rate_col <- sprintf("sheddingRate_%s", tolower(pathogen_type))
-  if(shedding_rate_col %in% colnames(HUMAN_DATA)){
-    onsite_data$sheddingRate <- HUMAN_DATA[[shedding_rate_col]]
-  }
-  else{
-    onsite_data$sheddingRate <- HUMAN_DATA$sheddingRate
-  }
-  # set shedding duration for pathogen type
-  shedding_duration_col <- sprintf("shedding_duration_%s",tolower(pathogen_type))
-  if(shedding_duration_col %in% colnames(HUMAN_DATA)){
-    HUMAN_DATA$shedding_duration <<- HUMAN_DATA[[shedding_duration_col]]
-  }
-  input_col_names <- colnames(HUMAN_DATA)
-  if(area_type=="urban"){
-    postfix <- "urb"
-    onsite_data$population <- HUMAN_DATA$population*HUMAN_DATA$fraction_urban_pop
-  }
-  else if(area_type=="rural"){
-    postfix <- "rur"
-    onsite_data$population <- HUMAN_DATA$population* (1- HUMAN_DATA$fraction_urban_pop)
-  }
-  # filter for urban and rural
-  filtered_cols <- input_col_names[endsWith(input_col_names,postfix)]
-  for(input_colname in filtered_cols){
-    # get corresponding colname for onsite_data
-    onsite_colname <- gsub(sprintf("_%s",postfix),"",input_colname)
-    # check if it part of onsite_data
-    if(onsite_colname %in% col_names){
-      onsite_data[[onsite_colname]] <- HUMAN_DATA[[input_colname]]
-    }
-  }
-  # voor kinderen under 5 urbaan: population*fraction_urban_pop*fraction_pop_under5*incidence_urban_under5*sheddingRate*sheddingDuration
-  # voor kinderen under 5 ruraal: population*(1-fraction_urban_pop)*fraction_pop_under5*incidence_rural_under5*sheddingRate*sheddingDuration 
-  # voor mensen>5 urbaan: population*fraction_urban_pop*(1-fraction_pop_under5)*incidence_urban_5plus*sheddingRate*sheddingDuration 
-  # voor mensen>5 ruraal: population*(1-fraction_urban_pop)*(1-fraction_pop_under5)*incidence_rural_5plus*sheddingRate*sheddingDuration
-  incidence <- 0
-  # set population and incidence
-  if(human_type == "child"){
-    onsite_data$population <- onsite_data$population * HUMAN_DATA$fraction_pop_under5
-    age_post_fix <- "under5"
-  }
-  else if(human_type == "adult"){
-    onsite_data$population <- onsite_data$population * (1-HUMAN_DATA$fraction_pop_under5)
-    age_post_fix <- "5plus"
-  }
-  # find the right incidence for urban/child and pathogen type
-  incidence_col_name <- sprintf("incidence_%s_%s",area_type,age_post_fix)
-  if(sprintf("%s_%s",incidence_col_name,tolower(pathogen_type)) %in% colnames(HUMAN_DATA)){
-    incidence_col_name <- sprintf("%s_%s",incidence_col_name,tolower(pathogen_type))
-  }
-  incidence <- HUMAN_DATA[[incidence_col_name]]
-  onsite_data$excreted <- onsite_data$population * onsite_data$sheddingRate * HUMAN_DATA$shedding_duration * incidence
-  return(onsite_data)
-}
-
-pathogenflow.wwtp <- function(emissions){
-  log_info("Applying WWTP for pathogenflow emissions ")
-  for(area_type in c("urb","rur")){
-    emissions[[sprintf("to_sewerage_flushSewer_%s_out",area_type)]] <- emissions[[sprintf("pathogen_%s_WWTP_sewer",area_type)]]
-    for(jmp_type in c("flushSeptic","flushPit","flushOpen","flushUnknown","pitSlab","pitNoSlab","compostingToilet","bucketLatrine","containerBased","other")){
-      col_name_target <- sprintf("to_fecalSludge_%s_%s_out",jmp_type,area_type)
-      col_name_source <- sprintf("pathogen_%s_WWTP_onsite",area_type)
-      col_name_factor <- sprintf("pathogen_%s_fonsite_%s",area_type,jmp_type)
-      emissions[[col_name_target]] <- emissions[[col_name_source]] * emissions[[col_name_factor]]
-    } 
-  }
-  return(emissions)
-}
-
-pathogenflow.calc.totals <- function(emissions){
-  log_info("Calculating totals emissions per jmp sanition types")
-  totals <- data.frame(matrix(nrow=nrow(emissions),ncol=0))
-  totals$iso <- emissions$iso
-  totals$subarea <- emissions$subarea
-  totals$total_flushSewer_out_water<- rowSums(cbind(emissions$to_sewerage_flushSewer_urb_out_water, emissions$to_surface_flushSewer_urb_out_water, emissions$to_sewerage_flushSewer_rur_out_water, emissions$to_surface_flushSewer_rur_out_water),na.rm=T)
-  totals$total_flushSeptic_out_water<- rowSums(cbind(emissions$to_fecalSludge_flushSeptic_urb_out_water,emissions$to_surface_flushSeptic_urb_out_water,emissions$to_fecalSludge_flushSeptic_rur_out_water,emissions$to_surface_flushSeptic_rur_out_water), na.rm=T)
-  totals$total_flushPit_out_water<- rowSums(cbind(emissions$to_fecalSludge_flushPit_urb_out_water,emissions$to_surface_flushPit_urb_out_water,emissions$to_fecalSludge_flushPit_rur_out_water,emissions$to_surface_flushPit_rur_out_water), na.rm=T)
-  totals$total_flushOpen_out_water<- rowSums(cbind(emissions$to_fecalSludge_flushOpen_urb_out_water,emissions$to_surface_flushOpen_urb_out_water,emissions$to_fecalSludge_flushOpen_rur_out_water,emissions$to_surface_flushOpen_rur_out_water), na.rm=T)
-  totals$total_flushUnknown_out_water<-rowSums(cbind(emissions$to_fecalSludge_flushUnknown_urb_out_water,emissions$to_surface_flushUnknown_urb_out_water,emissions$to_fecalSludge_flushUnknown_rur_out_water,emissions$to_surface_flushUnknown_rur_out_water), na.rm=T)
-  totals$total_pitSlab_out_water<- rowSums(cbind(emissions$to_fecalSludge_pitSlab_urb_out_water,emissions$to_surface_pitSlab_urb_out_water,emissions$to_fecalSludge_pitSlab_rur_out_water,emissions$to_surface_pitSlab_rur_out_water), na.rm = T)
-  totals$total_pitNoSlab_out_water<-rowSums(cbind(emissions$to_fecalSludge_pitNoSlab_urb_out_water,emissions$to_surface_pitNoSlab_urb_out_water,emissions$to_fecalSludge_pitNoSlab_rur_out_water,emissions$to_surface_pitNoSlab_rur_out_water), na.rm=T)
-  #totals$total_compostingTwinSlab_out_water<- emissions$to_fecalSludge_compostingTwinSlab_urb_out_water,emissions$to_surface_compostingTwinSlab_urb_out_water,emissions$to_fecalSludge_compostingTwinSlab_rur_out_water,emissions$to_surface_compostingTwinSlab_rur_out_water
-  #totals$total_compostingTwinNoSlab_out_water<- emissions$to_fecalSludge_compostingTwinNoSlab_urb_out_water,emissions$to_surface_compostingTwinNoSlab_urb_out_water,emissions$to_fecalSludge_compostingTwinNoSlab_rur_out_water,emissions$to_surface_compostingTwinNoSlab_rur_out_water
-  totals$total_compostingToilet_out_water<- rowSums(cbind(emissions$to_fecalSludge_compostingToilet_urb_out_water,emissions$to_surface_compostingToilet_urb_out_water,emissions$to_fecalSludge_compostingToilet_rur_out_water,emissions$to_surface_compostingToilet_rur_out_water), na.rm = T)
-  totals$total_bucketLatrine_out_water<- rowSums(cbind(emissions$to_fecalSludge_bucketLatrine_urb_out_water,emissions$to_surface_bucketLatrine_urb_out_water,emissions$to_fecalSludge_bucketLatrine_rur_out_water,emissions$to_surface_bucketLatrine_rur_out_water), na.rm=T)
-  totals$total_containerBased_out_water<- rowSums(cbind(emissions$to_fecalSludge_containerBased_urb_out_water,emissions$to_surface_containerBased_urb_out_water,emissions$to_fecalSludge_containerBased_rur_out_water,emissions$to_surface_containerBased_rur_out_water), na.rm = T)
-  totals$total_hangingToilet_out_water<- rowSums(cbind(emissions$to_surface_hangingToilet_urb_out_water,emissions$to_surface_hangingToilet_rur_out_water), na.rm = T)
-  totals$total_openDefecation_out_water<- rowSums(cbind(emissions$to_surface_openDefecation_urb_out_water,emissions$to_surface_openDefecation_rur_out_water), na.rm = T)
-  totals$total_other_out_water<- rowSums(cbind(emissions$to_fecalSludge_other_urb_out_water,emissions$to_surface_other_urb_out_water,emissions$to_fecalSludge_other_rur_out_water,emissions$to_surface_other_rur_out_water), na.rm = T)
-
-  for (i in 1:length(HUMAN_DATA$iso)){
-    if(sum(as.numeric(totals[i,3:15]),na.rm=TRUE)==0 && sum(as.numeric(HUMAN_DATA[i,21:33]),na.rm=TRUE)+sum(as.numeric(HUMAN_DATA[i,44:56]),na.rm=TRUE)==0){
-      totals[i,3:15]<-NA      
-    }
-  }
-  
-  totals$total_water<-NA
-  for(i in 1:length(totals$iso)){
-    totals$total_water[i]<-sum(c(totals$total_flushSewer_out_water[i],totals$total_flushSeptic_out_water[i],totals$total_flushPit_out_water[i],totals$total_flushOpen_out_water[i],totals$total_flushUnknown_out_water[i],totals$total_pitSlab_out_water[i],totals$total_pitNoSlab_out_water[i],totals$total_compostingToilet_out_water[i],totals$total_bucketLatrine_out_water[i],totals$total_containerBased_out_water[i],totals$total_hangingToilet_out_water[i],totals$total_openDefecation_out_water[i],totals$total_other_out_water[i]),na.rm=TRUE)
-  }
-  
-  for(i in 1:length(totals$iso)){
-    if(sum(as.numeric(totals[i,3:15]),na.rm=TRUE)==0 && sum(as.numeric(HUMAN_DATA[i,21:33]),na.rm=TRUE)+sum(as.numeric(HUMAN_DATA[i,44:56]),na.rm=TRUE)==0){
-      totals$total_water[i]<-NA   
-    }  
-  }
-  
-  totals$total1_water<-log10(totals$total_water)
-  a<-which(totals$total1_water=="-Inf")
-  totals$total1_water[a]<-0
-  totals$total_water_log<-totals$total1_water
-  
-  totals$total1_water<-NULL
-  
-  totals$total_flushSewer_out_land<- rowSums(cbind(emissions$to_surface_flushSewer_urb_out_land, emissions$to_surface_flushSewer_rur_out_land),na.rm=T)
-  totals$total_flushSeptic_out_land<- rowSums(cbind(emissions$to_surface_flushSeptic_urb_out_land,emissions$to_surface_flushSeptic_rur_out_land), na.rm=T)
-  totals$total_flushPit_out_land<- rowSums(cbind(emissions$to_surface_flushPit_urb_out_land,emissions$to_surface_flushPit_rur_out_land), na.rm=T)
-  totals$total_flushOpen_out_land<- rowSums(cbind(emissions$to_surface_flushOpen_urb_out_land,emissions$to_surface_flushOpen_rur_out_land), na.rm=T)
-  totals$total_flushUnknown_out_land<-rowSums(cbind(emissions$to_surface_flushUnknown_urb_out_land,emissions$to_surface_flushUnknown_rur_out_land), na.rm=T)
-  totals$total_pitSlab_out_land<- rowSums(cbind(emissions$to_surface_pitSlab_urb_out_land,emissions$to_surface_pitSlab_rur_out_land), na.rm = T)
-  totals$total_pitNoSlab_out_land<-rowSums(cbind(emissions$to_surface_pitNoSlab_urb_out_land,emissions$to_surface_pitNoSlab_rur_out_land), na.rm=T)
-  #totals$total_compostingTwinSlab_out_land<- emissions$to_fecalSludge_compostingTwinSlab_urb_out_land,emissions$to_surface_compostingTwinSlab_urb_out_land,emissions$to_fecalSludge_compostingTwinSlab_rur_out_land,emissions$to_surface_compostingTwinSlab_rur_out_land
-  #totals$total_compostingTwinNoSlab_out_land<- emissions$to_fecalSludge_compostingTwinNoSlab_urb_out_land,emissions$to_surface_compostingTwinNoSlab_urb_out_land,emissions$to_fecalSludge_compostingTwinNoSlab_rur_out_land,emissions$to_surface_compostingTwinNoSlab_rur_out_land
-  totals$total_compostingToilet_out_land<- rowSums(cbind(emissions$to_surface_compostingToilet_urb_out_land,emissions$to_surface_compostingToilet_rur_out_land), na.rm = T)
-  totals$total_bucketLatrine_out_land<- rowSums(cbind(emissions$to_surface_bucketLatrine_urb_out_land,emissions$to_surface_bucketLatrine_rur_out_land), na.rm=T)
-  totals$total_containerBased_out_land<- rowSums(cbind(emissions$to_surface_containerBased_urb_out_land,emissions$to_surface_containerBased_rur_out_land), na.rm = T)
-  totals$total_hangingToilet_out_land<- rowSums(cbind(emissions$to_surface_hangingToilet_urb_out_land,emissions$to_surface_hangingToilet_rur_out_land), na.rm = T)
-  totals$total_openDefecation_out_land<- rowSums(cbind(emissions$to_surface_openDefecation_urb_out_land,emissions$to_surface_openDefecation_rur_out_land), na.rm = T)
-  totals$total_other_out_land<- rowSums(cbind(emissions$to_surface_other_urb_out_land,emissions$to_surface_other_rur_out_land), na.rm = T)
-  
-  for (i in 1:length(HUMAN_DATA$iso)){
-    if(sum(as.numeric(totals[i,18:30]),na.rm=TRUE)==0 && sum(as.numeric(HUMAN_DATA[i,21:33]),na.rm=TRUE)+sum(as.numeric(HUMAN_DATA[i,44:56]),na.rm=TRUE)==0){
-      totals[i,18:30]<-NA      
-    }
-  }
-  
-  totals$total_land<-NA
-  for(i in 1:length(totals$iso)){
-    totals$total_land[i]<-sum(c(totals$total_flushSewer_out_land[i],totals$total_flushSeptic_out_land[i],totals$total_flushPit_out_land[i],totals$total_flushOpen_out_land[i],totals$total_flushUnknown_out_land[i],totals$total_pitSlab_out_land[i],totals$total_pitNoSlab_out_land[i],totals$total_compostingToilet_out_land[i],totals$total_bucketLatrine_out_land[i],totals$total_containerBased_out_land[i],totals$total_hangingToilet_out_land[i],totals$total_openDefecation_out_land[i],totals$total_other_out_land[i]),na.rm=TRUE)
-  }
-  
-  for(i in 1:length(totals$iso)){
-    if(sum(as.numeric(totals[i,18:30]),na.rm=TRUE)==0 && sum(as.numeric(HUMAN_DATA[i,21:33]),na.rm=TRUE)+sum(as.numeric(HUMAN_DATA[i,44:56]),na.rm=TRUE)==0){
-      totals$total_land[i]<-NA   
-    }  
-  }
-  
-  totals$total1_land<-log10(totals$total_land)
-  a<-which(totals$total1_land=="-Inf")
-  totals$total1_land[a]<-0
-  totals$total_land_log<-totals$total1_land
-  
-  totals$total1_land<-NULL
-
-  return(totals)
-}
-
diff --git a/Model scripts/Scripts 2 and 3/GloWPa configuration.R b/Model scripts/Scripts3/GloWPa configuration.R
similarity index 100%
rename from Model scripts/Scripts 2 and 3/GloWPa configuration.R
rename to Model scripts/Scripts3/GloWPa configuration.R
diff --git a/Model scripts/Scripts3/Model script schema 2017 v5.pdf b/Model scripts/Scripts3/Model script schema 2017 v5.pdf
new file mode 100644
index 0000000..03e7880
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diff --git a/Model scripts/Scripts 2 and 3/calling_concentrations.R b/Model scripts/Scripts3/calling_concentrations.R
similarity index 100%
rename from Model scripts/Scripts 2 and 3/calling_concentrations.R
rename to Model scripts/Scripts3/calling_concentrations.R
diff --git a/Model scripts/Scripts 2 and 3/diffuse_runoff.R b/Model scripts/Scripts3/diffuse_runoff.R
similarity index 100%
rename from Model scripts/Scripts 2 and 3/diffuse_runoff.R
rename to Model scripts/Scripts3/diffuse_runoff.R
diff --git a/Model scripts/Scripts 2 and 3/diffuse_runoff_orig.R b/Model scripts/Scripts3/diffuse_runoff_orig.R
similarity index 100%
rename from Model scripts/Scripts 2 and 3/diffuse_runoff_orig.R
rename to Model scripts/Scripts3/diffuse_runoff_orig.R
diff --git a/Model scripts/Scripts 2 and 3/river_geometry.R b/Model scripts/Scripts3/river_geometry.R
similarity index 100%
rename from Model scripts/Scripts 2 and 3/river_geometry.R
rename to Model scripts/Scripts3/river_geometry.R
diff --git a/Model scripts/Scripts 2 and 3/routing.R b/Model scripts/Scripts3/routing.R
similarity index 100%
rename from Model scripts/Scripts 2 and 3/routing.R
rename to Model scripts/Scripts3/routing.R
diff --git a/Model scripts/Scripts 2 and 3/survival_instream.R b/Model scripts/Scripts3/survival_instream.R
similarity index 100%
rename from Model scripts/Scripts 2 and 3/survival_instream.R
rename to Model scripts/Scripts3/survival_instream.R
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-- 
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