diff --git a/.Rbuildignore b/.Rbuildignore
index 883851f..f865e89 100644
--- a/.Rbuildignore
+++ b/.Rbuildignore
@@ -12,3 +12,5 @@
 ^CODE_OF_CONDUCT\.md$
 ^CONTRIBUTING\.md$
 ^bdtopo_2_2_osm\.csv$
+^compareMultipleLCZ\.R$
+^createIntersect\.R$
diff --git a/DESCRIPTION b/DESCRIPTION
index 1904965..452147e 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: lczexplore
 Title: lczexplore
-Version: 0.0.1.0003
+Version: 0.0.1.0029
 Authors@R: c(
     person("Matthieu", "Gousseff", , "matthieu.gousseff@univ-ubs.fr", role = c("aut", "cre")),
     person(, "Centre National de la Recherche Scientifique, Lab-Sticc", role = "cph", comment = c(ORCID = "0000-0002-7106-2677"))
@@ -22,7 +22,6 @@ Imports: RColorBrewer,
           units,
           rlang,
           grDevices,
-          DescTools,
           methods
 Suggests: 
     tinytest,
diff --git a/renv.lock b/renv.lock
index 0eee8cf..549cfe7 100644
--- a/renv.lock
+++ b/renv.lock
@@ -1,6 +1,6 @@
 {
   "R": {
-    "Version": "4.3.0",
+    "Version": "4.4.1",
     "Repositories": [
       {
         "Name": "CRAN",
@@ -11,29 +11,29 @@
   "Packages": {
     "DBI": {
       "Package": "DBI",
-      "Version": "1.1.3",
+      "Version": "1.2.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "b2866e62bab9378c3cc9476a1954226b"
+      "Hash": "065ae649b05f1ff66bb0c793107508f5"
     },
     "KernSmooth": {
       "Package": "KernSmooth",
-      "Version": "2.23-20",
+      "Version": "2.23-24",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "stats"
       ],
-      "Hash": "8dcfa99b14c296bc9f1fd64d52fd3ce7"
+      "Hash": "9f33a1ee37bbe8919eb2ec4b9f2473a5"
     },
     "MASS": {
       "Package": "MASS",
-      "Version": "7.3-59",
+      "Version": "7.3-60.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -44,23 +44,7 @@
         "stats",
         "utils"
       ],
-      "Hash": "26570ae748e78cb2b0f56019dd2ba354"
-    },
-    "Matrix": {
-      "Package": "Matrix",
-      "Version": "1.5-4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "graphics",
-        "grid",
-        "lattice",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "e779c7d9f35cc364438578f334cffee2"
+      "Hash": "2f342c46163b0b54d7b64d1f798e2c78"
     },
     "R6": {
       "Package": "R6",
@@ -72,26 +56,16 @@
       ],
       "Hash": "470851b6d5d0ac559e9d01bb352b4021"
     },
-    "RColorBrewer": {
-      "Package": "RColorBrewer",
-      "Version": "1.1-3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "45f0398006e83a5b10b72a90663d8d8c"
-    },
     "Rcpp": {
       "Package": "Rcpp",
-      "Version": "1.0.10",
+      "Version": "1.0.13",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "methods",
         "utils"
       ],
-      "Hash": "e749cae40fa9ef469b6050959517453c"
+      "Hash": "f27411eb6d9c3dada5edd444b8416675"
     },
     "base64enc": {
       "Package": "base64enc",
@@ -105,45 +79,50 @@
     },
     "brio": {
       "Package": "brio",
-      "Version": "1.1.3",
+      "Version": "1.1.5",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "976cf154dfb043c012d87cddd8bca363"
+      "Requirements": [
+        "R"
+      ],
+      "Hash": "c1ee497a6d999947c2c224ae46799b1a"
     },
     "bslib": {
       "Package": "bslib",
-      "Version": "0.4.2",
+      "Version": "0.8.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "base64enc",
         "cachem",
+        "fastmap",
         "grDevices",
         "htmltools",
         "jquerylib",
         "jsonlite",
+        "lifecycle",
         "memoise",
         "mime",
         "rlang",
         "sass"
       ],
-      "Hash": "a7fbf03946ad741129dc81098722fca1"
+      "Hash": "b299c6741ca9746fb227debcb0f9fb6c"
     },
     "cachem": {
       "Package": "cachem",
-      "Version": "1.0.8",
+      "Version": "1.1.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "fastmap",
         "rlang"
       ],
-      "Hash": "c35768291560ce302c0a6589f92e837d"
+      "Hash": "cd9a672193789068eb5a2aad65a0dedf"
     },
     "callr": {
       "Package": "callr",
-      "Version": "3.7.3",
+      "Version": "3.7.6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -152,11 +131,11 @@
         "processx",
         "utils"
       ],
-      "Hash": "9b2191ede20fa29828139b9900922e51"
+      "Hash": "d7e13f49c19103ece9e58ad2d83a7354"
     },
     "class": {
       "Package": "class",
-      "Version": "7.3-21",
+      "Version": "7.3-22",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -165,11 +144,11 @@
         "stats",
         "utils"
       ],
-      "Hash": "8ae0d4328e2eb3a582dfd5391a3663b7"
+      "Hash": "f91f6b29f38b8c280f2b9477787d4bb2"
     },
     "classInt": {
       "Package": "classInt",
-      "Version": "0.4-9",
+      "Version": "0.4-10",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -181,60 +160,29 @@
         "graphics",
         "stats"
       ],
-      "Hash": "bee651a42a89633eccb36dca9d9ab413"
+      "Hash": "f5a40793b1ae463a7ffb3902a95bf864"
     },
     "cli": {
       "Package": "cli",
-      "Version": "3.6.1",
+      "Version": "3.6.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "utils"
       ],
-      "Hash": "89e6d8219950eac806ae0c489052048a"
-    },
-    "colorspace": {
-      "Package": "colorspace",
-      "Version": "2.1-0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "methods",
-        "stats"
-      ],
-      "Hash": "f20c47fd52fae58b4e377c37bb8c335b"
-    },
-    "cowplot": {
-      "Package": "cowplot",
-      "Version": "1.1.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "ggplot2",
-        "grDevices",
-        "grid",
-        "gtable",
-        "methods",
-        "rlang",
-        "scales"
-      ],
-      "Hash": "b418e8423699d11c7f2087c2bfd07da2"
+      "Hash": "b21916dd77a27642b447374a5d30ecf3"
     },
-    "cpp11": {
-      "Package": "cpp11",
-      "Version": "0.4.3",
+    "commonmark": {
+      "Package": "commonmark",
+      "Version": "1.9.1",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "ed588261931ee3be2c700d22e94a29ab"
+      "Hash": "5d8225445acb167abf7797de48b2ee3c"
     },
     "crayon": {
       "Package": "crayon",
-      "Version": "1.5.2",
+      "Version": "1.5.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -242,21 +190,20 @@
         "methods",
         "utils"
       ],
-      "Hash": "e8a1e41acf02548751f45c718d55aa6a"
+      "Hash": "859d96e65ef198fd43e82b9628d593ef"
     },
     "desc": {
       "Package": "desc",
-      "Version": "1.4.2",
+      "Version": "1.4.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "R6",
         "cli",
-        "rprojroot",
         "utils"
       ],
-      "Hash": "6b9602c7ebbe87101a9c8edb6e8b6d21"
+      "Hash": "99b79fcbd6c4d1ce087f5c5c758b384f"
     },
     "diffobj": {
       "Package": "diffobj",
@@ -275,18 +222,18 @@
     },
     "digest": {
       "Package": "digest",
-      "Version": "0.6.31",
+      "Version": "0.6.37",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "utils"
       ],
-      "Hash": "8b708f296afd9ae69f450f9640be8990"
+      "Hash": "33698c4b3127fc9f506654607fb73676"
     },
     "dplyr": {
       "Package": "dplyr",
-      "Version": "1.1.2",
+      "Version": "1.1.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -305,11 +252,11 @@
         "utils",
         "vctrs"
       ],
-      "Hash": "dea6970ff715ca541c387de363ff405e"
+      "Hash": "fedd9d00c2944ff00a0e2696ccf048ec"
     },
     "e1071": {
       "Package": "e1071",
-      "Version": "1.7-13",
+      "Version": "1.7-14",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -321,33 +268,22 @@
         "stats",
         "utils"
       ],
-      "Hash": "1046cb48d06cb40c2900d8878f03a0fe"
-    },
-    "ellipsis": {
-      "Package": "ellipsis",
-      "Version": "0.3.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "rlang"
-      ],
-      "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077"
+      "Hash": "4ef372b716824753719a8a38b258442d"
     },
     "evaluate": {
       "Package": "evaluate",
-      "Version": "0.21",
+      "Version": "0.24.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "d59f3b464e8da1aef82dc04b588b8dfb"
+      "Hash": "a1066cbc05caee9a4bf6d90f194ff4da"
     },
     "fansi": {
       "Package": "fansi",
-      "Version": "1.0.4",
+      "Version": "1.0.6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -355,25 +291,18 @@
         "grDevices",
         "utils"
       ],
-      "Hash": "1d9e7ad3c8312a192dea7d3db0274fde"
-    },
-    "farver": {
-      "Package": "farver",
-      "Version": "2.1.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "8106d78941f34855c440ddb946b8f7a5"
+      "Hash": "962174cf2aeb5b9eea581522286a911f"
     },
     "fastmap": {
       "Package": "fastmap",
-      "Version": "1.1.1",
+      "Version": "1.2.0",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "f7736a18de97dea803bde0a2daaafb27"
+      "Hash": "aa5e1cd11c2d15497494c5292d7ffcc8"
     },
     "fontawesome": {
       "Package": "fontawesome",
-      "Version": "0.5.1",
+      "Version": "0.5.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -381,34 +310,18 @@
         "htmltools",
         "rlang"
       ],
-      "Hash": "1e22b8cabbad1eae951a75e9f8b52378"
-    },
-    "forcats": {
-      "Package": "forcats",
-      "Version": "1.0.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "glue",
-        "lifecycle",
-        "magrittr",
-        "rlang",
-        "tibble"
-      ],
-      "Hash": "1a0a9a3d5083d0d573c4214576f1e690"
+      "Hash": "c2efdd5f0bcd1ea861c2d4e2a883a67d"
     },
     "fs": {
       "Package": "fs",
-      "Version": "1.6.2",
+      "Version": "1.6.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "94af08e0aa9675a16fadbb3aaaa90d2a"
+      "Hash": "15aeb8c27f5ea5161f9f6a641fafd93a"
     },
     "generics": {
       "Package": "generics",
@@ -421,95 +334,58 @@
       ],
       "Hash": "15e9634c0fcd294799e9b2e929ed1b86"
     },
-    "ggplot2": {
-      "Package": "ggplot2",
-      "Version": "3.4.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "MASS",
-        "R",
-        "cli",
-        "glue",
-        "grDevices",
-        "grid",
-        "gtable",
-        "isoband",
-        "lifecycle",
-        "mgcv",
-        "rlang",
-        "scales",
-        "stats",
-        "tibble",
-        "vctrs",
-        "withr"
-      ],
-      "Hash": "3a147ee02e85a8941aad9909f1b43b7b"
-    },
     "glue": {
       "Package": "glue",
-      "Version": "1.6.2",
+      "Version": "1.7.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "4f2596dfb05dac67b9dc558e5c6fba2e"
-    },
-    "gtable": {
-      "Package": "gtable",
-      "Version": "0.3.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "glue",
-        "grid",
-        "lifecycle",
-        "rlang"
-      ],
-      "Hash": "b44addadb528a0d227794121c00572a0"
+      "Hash": "e0b3a53876554bd45879e596cdb10a52"
     },
     "highr": {
       "Package": "highr",
-      "Version": "0.10",
+      "Version": "0.11",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "xfun"
       ],
-      "Hash": "06230136b2d2b9ba5805e1963fa6e890"
+      "Hash": "d65ba49117ca223614f71b60d85b8ab7"
     },
     "htmltools": {
       "Package": "htmltools",
-      "Version": "0.5.5",
+      "Version": "0.5.8.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "base64enc",
         "digest",
-        "ellipsis",
         "fastmap",
         "grDevices",
         "rlang",
         "utils"
       ],
-      "Hash": "ba0240784ad50a62165058a27459304a"
+      "Hash": "81d371a9cc60640e74e4ab6ac46dcedc"
     },
-    "isoband": {
-      "Package": "isoband",
-      "Version": "0.2.7",
+    "httpuv": {
+      "Package": "httpuv",
+      "Version": "1.6.15",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
-        "grid",
+        "R",
+        "R6",
+        "Rcpp",
+        "later",
+        "promises",
         "utils"
       ],
-      "Hash": "0080607b4a1a7b28979aecef976d8bc2"
+      "Hash": "d55aa087c47a63ead0f6fc10f8fa1ee0"
     },
     "jquerylib": {
       "Package": "jquerylib",
@@ -523,17 +399,17 @@
     },
     "jsonlite": {
       "Package": "jsonlite",
-      "Version": "1.8.4",
+      "Version": "1.8.8",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "methods"
       ],
-      "Hash": "a4269a09a9b865579b2635c77e572374"
+      "Hash": "e1b9c55281c5adc4dd113652d9e26768"
     },
     "knitr": {
       "Package": "knitr",
-      "Version": "1.42",
+      "Version": "1.48",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -545,37 +421,22 @@
         "xfun",
         "yaml"
       ],
-      "Hash": "8329a9bcc82943c8069104d4be3ee22d"
+      "Hash": "acf380f300c721da9fde7df115a5f86f"
     },
-    "labeling": {
-      "Package": "labeling",
-      "Version": "0.4.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "graphics",
-        "stats"
-      ],
-      "Hash": "3d5108641f47470611a32d0bdf357a72"
-    },
-    "lattice": {
-      "Package": "lattice",
-      "Version": "0.21-8",
+    "later": {
+      "Package": "later",
+      "Version": "1.3.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "grid",
-        "stats",
-        "utils"
+        "Rcpp",
+        "rlang"
       ],
-      "Hash": "0b8a6d63c8770f02a8b5635f3c431e6b"
+      "Hash": "a3e051d405326b8b0012377434c62b37"
     },
     "lifecycle": {
       "Package": "lifecycle",
-      "Version": "1.0.3",
+      "Version": "1.0.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -584,7 +445,7 @@
         "glue",
         "rlang"
       ],
-      "Hash": "001cecbeac1cff9301bdc3775ee46a86"
+      "Hash": "b8552d117e1b808b09a832f589b79035"
     },
     "magrittr": {
       "Package": "magrittr",
@@ -607,23 +468,6 @@
       ],
       "Hash": "e2817ccf4a065c5d9d7f2cfbe7c1d78c"
     },
-    "mgcv": {
-      "Package": "mgcv",
-      "Version": "1.8-42",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Matrix",
-        "R",
-        "graphics",
-        "methods",
-        "nlme",
-        "splines",
-        "stats",
-        "utils"
-      ],
-      "Hash": "3460beba7ccc8946249ba35327ba902a"
-    },
     "mime": {
       "Package": "mime",
       "Version": "0.12",
@@ -634,31 +478,6 @@
       ],
       "Hash": "18e9c28c1d3ca1560ce30658b22ce104"
     },
-    "munsell": {
-      "Package": "munsell",
-      "Version": "0.5.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "colorspace",
-        "methods"
-      ],
-      "Hash": "6dfe8bf774944bd5595785e3229d8771"
-    },
-    "nlme": {
-      "Package": "nlme",
-      "Version": "3.1-162",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "graphics",
-        "lattice",
-        "stats",
-        "utils"
-      ],
-      "Hash": "0984ce8da8da9ead8643c5cbbb60f83e"
-    },
     "pillar": {
       "Package": "pillar",
       "Version": "1.9.0",
@@ -676,6 +495,21 @@
       ],
       "Hash": "15da5a8412f317beeee6175fbc76f4bb"
     },
+    "pkgbuild": {
+      "Package": "pkgbuild",
+      "Version": "1.4.4",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "R6",
+        "callr",
+        "cli",
+        "desc",
+        "processx"
+      ],
+      "Hash": "a29e8e134a460a01e0ca67a4763c595b"
+    },
     "pkgconfig": {
       "Package": "pkgconfig",
       "Version": "2.0.3",
@@ -688,33 +522,25 @@
     },
     "pkgload": {
       "Package": "pkgload",
-      "Version": "1.3.2",
+      "Version": "1.4.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "cli",
-        "crayon",
         "desc",
         "fs",
         "glue",
+        "lifecycle",
         "methods",
+        "pkgbuild",
+        "processx",
         "rlang",
         "rprojroot",
         "utils",
         "withr"
       ],
-      "Hash": "6b0c222c5071efe0f3baf3dae9aa40e2"
-    },
-    "png": {
-      "Package": "png",
-      "Version": "0.1-8",
-      "Source": "Repository",
-      "Repository": "CRAN",
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@@ -725,7 +551,7 @@
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@@ -734,7 +560,23 @@
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@@ -750,29 +592,14 @@
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@@ -806,18 +633,18 @@
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@@ -830,28 +657,27 @@
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@@ -859,11 +685,11 @@
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@@ -971,7 +792,6 @@
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@@ -986,7 +806,7 @@
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@@ -1007,32 +827,9 @@
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@@ -1044,54 +841,42 @@
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@@ -1101,75 +886,78 @@
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