diff --git a/R/get_elevation.R b/R/get_elevation.R
index 0a0f458..17f83b4 100644
--- a/R/get_elevation.R
+++ b/R/get_elevation.R
@@ -9,9 +9,32 @@
 #' @export
 get_glw <- function() {
   
-  url_cattle <- "https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/LHBICE#"
-  url_cattle_out <- GET(url_cattle)
-  unzipped_glw_cattle <- unzip(url_cattle_out)
-  Aw_layer <- if_else(str_detect(names(unzipped_glw_cattle), "Aw")==TRUE, )
-  
-}
\ No newline at end of file
+  url_elevation <- ""
+  url_elevation_out <- GET(url_elevation)
+  unzipped_elevation <- unzip(url_elevation_out)
+
+}
+
+# Install and load required packages
+install.packages("aws.s3")
+library(aws.s3)
+install.packages("paws")
+library(paws)
+
+renv::install("ecohealthalliance/containerTemplateUtils")
+
+library(containerTemplateUtils)
+
+# Set the AWS region
+region <- "af-south-1"
+
+# Set the S3 bucket name and prefix
+bucket_name <- "deafrica-input-datasets"
+prefix <- ""  # Empty prefix to fetch all objects, or specify a specific prefix
+
+Sys.setenv("AWS_REGION"="af-south-1")
+aws_s3_download(path="data", bucket=bucket_name, key="")
+
+
+
+
diff --git a/R/get_glw.R b/R/get_glw.R
index 3357f24..17a668d 100644
--- a/R/get_glw.R
+++ b/R/get_glw.R
@@ -8,11 +8,19 @@
 #' @author Whitney Bagge
 #' @export
 get_glw <- function() {
+  
+  taxa <- c("url_cattle","url_sheep","url_goats")
+  
+  for(i in 1:length(taxa)) {                                    
+  
+  url_out <- switch(taxa[i], "url_cattle" = "https://dataverse.harvard.edu/api/access/datafile/6769710", 
+                            "url_sheep" = "https://dataverse.harvard.edu/api/access/datafile/6769629",
+                            "url_goats" = "https://dataverse.harvard.edu/api/access/datafile/6769692"
+                  )
 
-  url_cattle <- "https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/LHBICE#"
-  #taxa cattle sheep goat have three urls here switch function (like if_else); have the three targets 
-  url_cattle_out <- GET(url_cattle)
-  unzipped_glw_cattle <- unzip(url_cattle_out)
-  Aw_layer <- if_else(str_detect(names(unzipped_glw_cattle), "Aw")==TRUE, )
+  url_taxa_out<-download.file(url_out, destfile = paste("data/",taxa[i],sep="",".tif"))
+
+  }
+  
   
-}
+}
\ No newline at end of file
diff --git a/R/get_grazingcap.R b/R/get_grazingcap.R
deleted file mode 100644
index 9e072c7..0000000
--- a/R/get_grazingcap.R
+++ /dev/null
@@ -1,17 +0,0 @@
-#' .. content for \description{} (no empty lines) ..
-#'
-#' .. content for \details{} ..
-#'
-#' @title
-#' @param 
-#' @return
-#' @author Whitney Bagge
-#' @export
-get_glw <- function() {
-  
-  url_cattle <- "https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/LHBICE#"
-  url_cattle_out <- GET(url_cattle)
-  unzipped_glw_cattle <- unzip(url_cattle_out)
-  Aw_layer <- if_else(str_detect(names(unzipped_glw_cattle), "Aw")==TRUE, )
-  
-}
diff --git a/R/preprocess_glw.R b/R/preprocess_glw.R
index 72fb446..5816b2e 100644
--- a/R/preprocess_glw.R
+++ b/R/preprocess_glw.R
@@ -7,10 +7,14 @@
 #' @return
 #' @author Whitney Bagge
 #' @export
-preprocess_glw <- function(glw_layer, bounding_boxes) {
+preprocess_glw <- function(bounding_boxes) {
   
-  extent_object <- extent(bounding_boxes)
-  glw_layer_out <- crop(glw_layer, extent_object)
+  taxa_tif <- c("url_cattle.tif","url_sheep.tif","url_goats.tif")
+  
+  for(i in 1:length(taxa_tif)) { 
+  extent_object <- raster::extent(bounding_boxes)
+  glw_layer_out <- raster::crop(taxa_tif, extent_object)
   return(glw_layer_out)
   
+  }
 }
diff --git a/R/preprocess_soil.R b/R/preprocess_soil.R
new file mode 100644
index 0000000..0639cc3
--- /dev/null
+++ b/R/preprocess_soil.R
@@ -0,0 +1,37 @@
+#' .. content for \description{} (no empty lines) ..
+#'
+#' .. content for \details{} ..
+#'
+#' @title
+#' @param bounding_boxes
+#' @return
+#' @author Whitney Bagge
+#' @export
+
+preprocess_soil <- function(unzipped_soil, bounding_boxes) {
+  
+  library(terra)
+  library(sf)
+  library(RSQLite)
+  
+  hwsd <- rast("./data/soil/HWSD2.bil")
+  
+  hwsd_bounded <- terra::crop(hwsd, bounding_boxes)
+  
+  print(paste("UTM zone:", utm.zone <-
+                floor(((sf::st_bbox(hwsd_bounded)$xmin +
+                          sf::st_bbox(hwsd_bounded)$xmax)/2 + 180)/6)
+              + 1))
+  
+  (epsg <- 32600 + utm.zone)
+  
+  hwsd_bounded.utm <- project(hwsd_bounded, paste0("EPSG:", epsg), method = "near")
+  
+  
+ # m <- dbDriver("SQLite")
+ # con <- dbConnect(m, dbname="HWSD2.sqlite")
+ # dbListTables(con)
+ # 
+ # print(dbGetQuery(con, "select * from HWSD2_SMU_METADATA"), width=100)
+ # 
+}
diff --git a/R/process_elevation.R b/R/process_elevation.R
index 6714755..323239b 100644
--- a/R/process_elevation.R
+++ b/R/process_elevation.R
@@ -11,7 +11,6 @@ process_elevation <- function(elevation_layer_raw, bounding_boxes) {
   
   extent_object <- extent(bounding_boxes)
   elevation_layer_raw_out <- crop(elevation_layer_raw, extent_object)
-  
   return(elevation_layer_raw_out)
   
 }
diff --git a/R/process_grazingcap.R b/R/process_grazingcap.R
deleted file mode 100644
index 72fb446..0000000
--- a/R/process_grazingcap.R
+++ /dev/null
@@ -1,16 +0,0 @@
-#' .. content for \description{} (no empty lines) ..
-#'
-#' .. content for \details{} ..
-#'
-#' @title
-#' @param bounding_boxes
-#' @return
-#' @author Whitney Bagge
-#' @export
-preprocess_glw <- function(glw_layer, bounding_boxes) {
-  
-  extent_object <- extent(bounding_boxes)
-  glw_layer_out <- crop(glw_layer, extent_object)
-  return(glw_layer_out)
-  
-}
diff --git a/R/soil_download.R b/R/soil_download.R
new file mode 100644
index 0000000..e61544c
--- /dev/null
+++ b/R/soil_download.R
@@ -0,0 +1,35 @@
+#' .. content for \description{} (no empty lines) ..
+#'
+#' .. content for \details{} ..
+#'
+#' @title
+#' @param 
+#' @return
+#' @author Whitney Bagge
+#' @export
+soil_download <- function() {
+  
+  options(timeout=200)
+   
+  location <- c("soil_raster", "soil_database")
+  
+  for(i in 1:length(location)) { 
+
+  url_out <- switch(location[i], "soil_raster" = "https://s3.eu-west-1.amazonaws.com/data.gaezdev.aws.fao.org/HWSD/HWSD2_RASTER.zip", 
+                                 "soil_database" = "https://www.isric.org/sites/default/files/HWSD2.sqlite")
+  
+  
+  file_name <- paste("data/soil/",location[i],sep="",".zip")
+
+  download.file(url=url_out, destfile = file_name)
+  
+  unzipped_soil <- unzip(file_name, exdir = "data/soil/")
+  
+  
+  
+  return("data/soil/")
+  
+  }
+
+}
+
diff --git a/_targets.R b/_targets.R
index eed5ccc..8f357ac 100644
--- a/_targets.R
+++ b/_targets.R
@@ -115,28 +115,25 @@ source_targets <- tar_plan(
   format = "file"
   ),
   
+  ## SOIL
+  
+  
   ## GLW
 
-  tar_target(glw_cattle, get_glw()),
-  tar_target(glw_sheep, get_glw()),
-  tar_target(glw_goats, get_glw()),
-  tar_target(glw_cattle_preprocessed, preprocess_glw(glw_cattle, bounding_boxes)),
-  #need to cache
-  
+  #tar_target(glw_cattle, get_glw(url_cattle)),
+  #tar_target(glw_sheep, get_glw(url_sheep)),
+  #tar_target(glw_goats, get_glw(url_goats)),
+  #tar_target(glw_cattle_preprocessed, preprocess_glw(glw_cattle, bounding_boxes, download_directory = "data/glw")),
+  #tar_target(glw_sheep_preprocessed, preprocess_glw(glw_sheep, bounding_boxes, download_directory = "data/glw")),
+  #tar_target(glw_goats_preprocessed, preprocess_glw(glw_goats, bounding_boxes, download_directory = "data/glw")),
+
   ## ELEVATION
   
-  tar_target(elevation_layer_raw, get_elevation()),
-  tar_target(elevation_layer_processed, 
-             process_elevation(elevation_layer_processed, bounding_boxes)),
-  #need to cache
-  
-  ## GRAZING CAPACITY
-  
-  tar_target(grazingcap_raw, get_grazingcap()),
-  tar_target(grazingcap_processed, 
-             process_grazingcap(grazingcap_layer_processed, bounding_boxes)),
-  #need to cache
-  
+  #tar_target(elevation_layer_raw, get_elevation()),
+  #tar_target(elevation_layer_processed, 
+  #          process_elevation(elevation_layer_processed, bounding_boxes)),
+
+
 )
 
 # Data Processing -----------------------------------------------------------
diff --git a/renv.lock b/renv.lock
index 72eef7d..18d5e44 100644
--- a/renv.lock
+++ b/renv.lock
@@ -1,6 +1,6 @@
 {
   "R": {
-    "Version": "4.2.2",
+    "Version": "4.3.0",
     "Repositories": [
       {
         "Name": "RSPM",
@@ -35,22 +35,12 @@
     },
     "MASS": {
       "Package": "MASS",
-      "Version": "7.3-57",
+      "Version": "7.3-58.4",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "71476c1d88d1ebdf31580e5a257d5d31",
+      "Hash": "a3142b2a022b8174ca675bc8b80cdc4e",
       "Requirements": []
     },
-    "Matrix": {
-      "Package": "Matrix",
-      "Version": "1.4-1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "699c47c606293bdfbc9fd78a93c9c8fe",
-      "Requirements": [
-        "lattice"
-      ]
-    },
     "R6": {
       "Package": "R6",
       "Version": "2.5.1",
@@ -59,56 +49,30 @@
       "Hash": "470851b6d5d0ac559e9d01bb352b4021",
       "Requirements": []
     },
-    "RApiSerialize": {
-      "Package": "RApiSerialize",
-      "Version": "0.1.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "d8a79c95f553670ceffbd190815bbfce",
-      "Requirements": []
-    },
-    "RColorBrewer": {
-      "Package": "RColorBrewer",
-      "Version": "1.1-3",
+    "RSQLite": {
+      "Package": "RSQLite",
+      "Version": "2.3.1",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "45f0398006e83a5b10b72a90663d8d8c",
-      "Requirements": []
+      "Hash": "207c90cd5438a1f596da2cd54c606fee",
+      "Requirements": [
+        "DBI",
+        "bit64",
+        "blob",
+        "cpp11",
+        "memoise",
+        "pkgconfig",
+        "plogr"
+      ]
     },
     "Rcpp": {
       "Package": "Rcpp",
-      "Version": "1.0.10",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "e749cae40fa9ef469b6050959517453c",
-      "Requirements": []
-    },
-    "RcppParallel": {
-      "Package": "RcppParallel",
-      "Version": "5.1.7",
+      "Version": "1.0.11",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "a45594a00f5dbb073d5ec9f48592a08a",
+      "Hash": "ae6cbbe1492f4de79c45fce06f967ce8",
       "Requirements": []
     },
-    "arrow": {
-      "Package": "arrow",
-      "Version": "11.0.0.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "e861b81e0b87a2f133a688c985953508",
-      "Requirements": [
-        "R6",
-        "assertthat",
-        "bit64",
-        "cpp11",
-        "glue",
-        "purrr",
-        "rlang",
-        "tidyselect",
-        "vctrs"
-      ]
-    },
     "askpass": {
       "Package": "askpass",
       "Version": "1.1",
@@ -119,36 +83,31 @@
         "sys"
       ]
     },
-    "assertthat": {
-      "Package": "assertthat",
-      "Version": "0.2.1",
+    "aws.s3": {
+      "Package": "aws.s3",
+      "Version": "0.3.21",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "50c838a310445e954bc13f26f26a6ecf",
-      "Requirements": []
-    },
-    "atcursor": {
-      "Package": "atcursor",
-      "Version": "0.0.2",
-      "Source": "GitHub",
-      "RemoteType": "github",
-      "RemoteHost": "api.github.com",
-      "RemoteUsername": "milesmcbain",
-      "RemoteRepo": "atcursor",
-      "RemoteRef": "main",
-      "RemoteSha": "52445666e612650cfa787814c3b195eaa1012ab8",
-      "Hash": "76819a2c49cf4b16ae1e40e89bd92709",
+      "Hash": "a0b873f71741bba67e3bc128d8f09fe3",
       "Requirements": [
-        "rstudioapi"
+        "aws.signature",
+        "base64enc",
+        "curl",
+        "digest",
+        "httr",
+        "xml2"
       ]
     },
-    "backports": {
-      "Package": "backports",
-      "Version": "1.4.1",
+    "aws.signature": {
+      "Package": "aws.signature",
+      "Version": "0.6.0",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "c39fbec8a30d23e721980b8afb31984c",
-      "Requirements": []
+      "Hash": "0006bcef272aad12f78dd5a85fc7f4fc",
+      "Requirements": [
+        "base64enc",
+        "digest"
+      ]
     },
     "base64enc": {
       "Package": "base64enc",
@@ -158,26 +117,6 @@
       "Hash": "543776ae6848fde2f48ff3816d0628bc",
       "Requirements": []
     },
-    "base64url": {
-      "Package": "base64url",
-      "Version": "1.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "0c54cf3a08cc0e550fbd64ad33166143",
-      "Requirements": [
-        "backports"
-      ]
-    },
-    "bettermc": {
-      "Package": "bettermc",
-      "Version": "1.1.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "b2b7d8f90d753f720585f124cde6eb9f",
-      "Requirements": [
-        "checkmate"
-      ]
-    },
     "bit": {
       "Package": "bit",
       "Version": "4.0.5",
@@ -224,40 +163,21 @@
     },
     "blob": {
       "Package": "blob",
-      "Version": "1.2.3",
+      "Version": "1.2.4",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "10d231579bc9c06ab1c320618808d4ff",
+      "Hash": "40415719b5a479b87949f3aa0aee737c",
       "Requirements": [
         "rlang",
         "vctrs"
       ]
     },
-    "broom": {
-      "Package": "broom",
-      "Version": "1.0.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "1773f8d5102f9853ecd18a0d13d460fd",
-      "Requirements": [
-        "backports",
-        "dplyr",
-        "ellipsis",
-        "generics",
-        "glue",
-        "purrr",
-        "rlang",
-        "stringr",
-        "tibble",
-        "tidyr"
-      ]
-    },
     "bslib": {
       "Package": "bslib",
-      "Version": "0.4.2",
+      "Version": "0.5.1",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "a7fbf03946ad741129dc81098722fca1",
+      "Hash": "283015ddfbb9d7bf15ea9f0b5698f0d9",
       "Requirements": [
         "base64enc",
         "cachem",
@@ -272,53 +192,21 @@
     },
     "cachem": {
       "Package": "cachem",
-      "Version": "1.0.6",
+      "Version": "1.0.8",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "648c5b3d71e6a37e3043617489a0a0e9",
+      "Hash": "c35768291560ce302c0a6589f92e837d",
       "Requirements": [
         "fastmap",
         "rlang"
       ]
     },
-    "callr": {
-      "Package": "callr",
-      "Version": "3.7.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "9b2191ede20fa29828139b9900922e51",
-      "Requirements": [
-        "R6",
-        "processx"
-      ]
-    },
-    "cellranger": {
-      "Package": "cellranger",
-      "Version": "1.1.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "f61dbaec772ccd2e17705c1e872e9e7c",
-      "Requirements": [
-        "rematch",
-        "tibble"
-      ]
-    },
-    "checkmate": {
-      "Package": "checkmate",
-      "Version": "2.1.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "147e4db6909d8814bb30f671b49d7e06",
-      "Requirements": [
-        "backports"
-      ]
-    },
     "class": {
       "Package": "class",
-      "Version": "7.3-20",
+      "Version": "7.3-21",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "da09d82223e669d270e47ed24ac8686e",
+      "Hash": "8ae0d4328e2eb3a582dfd5391a3663b7",
       "Requirements": [
         "MASS"
       ]
@@ -337,66 +225,31 @@
     },
     "cli": {
       "Package": "cli",
-      "Version": "3.6.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "3177a5a16c243adc199ba33117bd9657",
-      "Requirements": []
-    },
-    "clipr": {
-      "Package": "clipr",
-      "Version": "0.8.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "3f038e5ac7f41d4ac41ce658c85e3042",
-      "Requirements": []
-    },
-    "codetools": {
-      "Package": "codetools",
-      "Version": "0.2-18",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "019388fc48e48b3da0d3a76ff94608a8",
-      "Requirements": []
-    },
-    "colorspace": {
-      "Package": "colorspace",
-      "Version": "2.0-3",
+      "Version": "3.6.1",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "bb4341986bc8b914f0f0acf2e4a3f2f7",
+      "Hash": "89e6d8219950eac806ae0c489052048a",
       "Requirements": []
     },
     "commonmark": {
       "Package": "commonmark",
-      "Version": "1.8.1",
+      "Version": "1.9.0",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "b6e3e947d1d7ebf3d2bdcea1bde63fe7",
+      "Hash": "d691c61bff84bd63c383874d2d0c3307",
       "Requirements": []
     },
-    "conflicted": {
-      "Package": "conflicted",
-      "Version": "1.1.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "c6bb5e1ef58f2f1c84f238f55bd2e56a",
-      "Requirements": [
-        "memoise",
-        "rlang"
-      ]
-    },
     "containerTemplateUtils": {
       "Package": "containerTemplateUtils",
-      "Version": "0.0.0.9000",
+      "Version": "0.0.0.9006",
       "Source": "GitHub",
       "RemoteType": "github",
       "RemoteHost": "api.github.com",
       "RemoteUsername": "ecohealthalliance",
       "RemoteRepo": "containerTemplateUtils",
       "RemoteRef": "main",
-      "RemoteSha": "8da05c871ea3c5d85a2fd15789d9f727049465c5",
-      "Hash": "1ce5433f692bb67f206a540b5d30cc07",
+      "RemoteSha": "d707a282139c2b42d929baf96962aa4ce655b82b",
+      "Hash": "cf6fe8794d4ea287be91fb54b6f64abe",
       "Requirements": [
         "blastula",
         "cli",
@@ -407,28 +260,12 @@
         "purrr"
       ]
     },
-    "countrycode": {
-      "Package": "countrycode",
-      "Version": "1.4.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "2d162e8f29eec5526e362a7415d980ab",
-      "Requirements": []
-    },
     "cpp11": {
       "Package": "cpp11",
-      "Version": "0.4.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "ed588261931ee3be2c700d22e94a29ab",
-      "Requirements": []
-    },
-    "crayon": {
-      "Package": "crayon",
-      "Version": "1.5.2",
+      "Version": "0.4.6",
       "Source": "Repository",
       "Repository": "CRAN",
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@@ -445,98 +282,31 @@
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@@ -548,25 +318,6 @@
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@@ -578,22 +329,6 @@
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@@ -606,232 +341,78 @@
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@@ -842,79 +423,6 @@
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@@ -935,26 +443,12 @@
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@@ -963,34 +457,12 @@
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@@ -999,67 +471,6 @@
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@@ -1072,80 +483,31 @@
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@@ -1160,25 +522,6 @@
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@@ -1478,206 +751,82 @@
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@@ -1698,37 +847,18 @@
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@@ -1736,10 +866,10 @@
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@@ -1748,40 +878,12 @@
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@@ -1791,42 +893,14 @@
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@@ -1853,121 +927,30 @@
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