diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock
index 3c2efecd..cb00addb 100644
--- a/renv/profiles/lesson-requirements/renv.lock
+++ b/renv/profiles/lesson-requirements/renv.lock
@@ -1,6 +1,6 @@
 {
   "R": {
-    "Version": "4.3.3",
+    "Version": "4.4.1",
     "Repositories": [
       {
         "Name": "CRAN",
@@ -11,29 +11,29 @@
   "Packages": {
     "DBI": {
       "Package": "DBI",
-      "Version": "1.2.2",
+      "Version": "1.2.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "164809cd72e1d5160b4cb3aa57f510fe"
+      "Hash": "065ae649b05f1ff66bb0c793107508f5"
     },
     "KernSmooth": {
       "Package": "KernSmooth",
-      "Version": "2.23-22",
+      "Version": "2.23-24",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "stats"
       ],
-      "Hash": "2fecebc3047322fa5930f74fae5de70f"
+      "Hash": "9f33a1ee37bbe8919eb2ec4b9f2473a5"
     },
     "MASS": {
       "Package": "MASS",
-      "Version": "7.3-60.0.1",
+      "Version": "7.3-61",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -44,11 +44,11 @@
         "stats",
         "utils"
       ],
-      "Hash": "b765b28387acc8ec9e9c1530713cb19c"
+      "Hash": "0cafd6f0500e5deba33be22c46bf6055"
     },
     "Matrix": {
       "Package": "Matrix",
-      "Version": "1.6-5",
+      "Version": "1.7-0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -61,17 +61,30 @@
         "stats",
         "utils"
       ],
-      "Hash": "8c7115cd3a0e048bda2a7cd110549f7a"
+      "Hash": "1920b2f11133b12350024297d8a4ff4a"
+    },
+    "PKI": {
+      "Package": "PKI",
+      "Version": "0.1-14",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "base64enc"
+      ],
+      "Hash": "f5b9c6b2f62f1fa3dd53fd1ddccbb241"
     },
     "PROJ": {
       "Package": "PROJ",
-      "Version": "0.4.5",
+      "Version": "0.5.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
-        "R"
+        "R",
+        "lifecycle",
+        "wk"
       ],
-      "Hash": "1cc61d76dc4058622a28742c0eb362f9"
+      "Hash": "68559a7a9a83099c73928262cd8c52bb"
     },
     "R6": {
       "Package": "R6",
@@ -95,14 +108,14 @@
     },
     "Rcpp": {
       "Package": "Rcpp",
-      "Version": "1.0.12",
+      "Version": "1.0.13",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "methods",
         "utils"
       ],
-      "Hash": "5ea2700d21e038ace58269ecdbeb9ec0"
+      "Hash": "f27411eb6d9c3dada5edd444b8416675"
     },
     "askpass": {
       "Package": "askpass",
@@ -116,13 +129,13 @@
     },
     "backports": {
       "Package": "backports",
-      "Version": "1.4.1",
+      "Version": "1.5.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R"
       ],
-      "Hash": "c39fbec8a30d23e721980b8afb31984c"
+      "Hash": "e1e1b9d75c37401117b636b7ae50827a"
     },
     "base64enc": {
       "Package": "base64enc",
@@ -172,14 +185,13 @@
     },
     "broom": {
       "Package": "broom",
-      "Version": "1.0.5",
+      "Version": "1.0.6",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "backports",
         "dplyr",
-        "ellipsis",
         "generics",
         "glue",
         "lifecycle",
@@ -189,11 +201,11 @@
         "tibble",
         "tidyr"
       ],
-      "Hash": "fd25391c3c4f6ecf0fa95f1e6d15378c"
+      "Hash": "a4652c36d1f8abfc3ddf4774f768c934"
     },
     "bslib": {
       "Package": "bslib",
-      "Version": "0.7.0",
+      "Version": "0.8.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -211,18 +223,18 @@
         "rlang",
         "sass"
       ],
-      "Hash": "8644cc53f43828f19133548195d7e59e"
+      "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",
@@ -280,14 +292,14 @@
     },
     "cli": {
       "Package": "cli",
-      "Version": "3.6.2",
+      "Version": "3.6.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "utils"
       ],
-      "Hash": "1216ac65ac55ec0058a6f75d7ca0fd52"
+      "Hash": "b21916dd77a27642b447374a5d30ecf3"
     },
     "clipr": {
       "Package": "clipr",
@@ -301,7 +313,7 @@
     },
     "colorspace": {
       "Package": "colorspace",
-      "Version": "2.1-0",
+      "Version": "2.1-1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -311,7 +323,7 @@
         "methods",
         "stats"
       ],
-      "Hash": "f20c47fd52fae58b4e377c37bb8c335b"
+      "Hash": "d954cb1c57e8d8b756165d7ba18aa55a"
     },
     "conflicted": {
       "Package": "conflicted",
@@ -351,7 +363,7 @@
     },
     "crayon": {
       "Package": "crayon",
-      "Version": "1.5.2",
+      "Version": "1.5.3",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -359,7 +371,7 @@
         "methods",
         "utils"
       ],
-      "Hash": "e8a1e41acf02548751f45c718d55aa6a"
+      "Hash": "859d96e65ef198fd43e82b9628d593ef"
     },
     "crosstalk": {
       "Package": "crosstalk",
@@ -436,14 +448,14 @@
     },
     "digest": {
       "Package": "digest",
-      "Version": "0.6.35",
+      "Version": "0.6.36",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "utils"
       ],
-      "Hash": "698ece7ba5a4fa4559e3d537e7ec3d31"
+      "Hash": "fd6824ad91ede64151e93af67df6376b"
     },
     "dplyr": {
       "Package": "dplyr",
@@ -503,27 +515,16 @@
       ],
       "Hash": "4ef372b716824753719a8a38b258442d"
     },
-    "ellipsis": {
-      "Package": "ellipsis",
-      "Version": "0.3.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "rlang"
-      ],
-      "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077"
-    },
     "evaluate": {
       "Package": "evaluate",
-      "Version": "0.23",
+      "Version": "0.24.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "methods"
       ],
-      "Hash": "daf4a1246be12c1fa8c7705a0935c1a0"
+      "Hash": "a1066cbc05caee9a4bf6d90f194ff4da"
     },
     "fansi": {
       "Package": "fansi",
@@ -539,17 +540,17 @@
     },
     "farver": {
       "Package": "farver",
-      "Version": "2.1.1",
+      "Version": "2.1.2",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "8106d78941f34855c440ddb946b8f7a5"
+      "Hash": "680887028577f3fa2a81e410ed0d6e42"
     },
     "fastmap": {
       "Package": "fastmap",
-      "Version": "1.1.1",
+      "Version": "1.2.0",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "f7736a18de97dea803bde0a2daaafb27"
+      "Hash": "aa5e1cd11c2d15497494c5292d7ffcc8"
     },
     "fontawesome": {
       "Package": "fontawesome",
@@ -760,14 +761,14 @@
     },
     "highr": {
       "Package": "highr",
-      "Version": "0.10",
+      "Version": "0.11",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "xfun"
       ],
-      "Hash": "06230136b2d2b9ba5805e1963fa6e890"
+      "Hash": "d65ba49117ca223614f71b60d85b8ab7"
     },
     "hms": {
       "Package": "hms",
@@ -831,7 +832,7 @@
     },
     "httr2": {
       "Package": "httr2",
-      "Version": "1.0.1",
+      "Version": "1.0.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -848,7 +849,7 @@
         "vctrs",
         "withr"
       ],
-      "Hash": "03d741c92fda96d98c3a3f22494e3b4a"
+      "Hash": "320c8fe23fcb25a6690ef7bdb6a3a705"
     },
     "ids": {
       "Package": "ids",
@@ -894,7 +895,7 @@
     },
     "knitr": {
       "Package": "knitr",
-      "Version": "1.46",
+      "Version": "1.48",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -906,7 +907,7 @@
         "xfun",
         "yaml"
       ],
-      "Hash": "6e008ab1d696a5283c79765fa7b56b47"
+      "Hash": "acf380f300c721da9fde7df115a5f86f"
     },
     "labeling": {
       "Package": "labeling",
@@ -1006,6 +1007,19 @@
       ],
       "Hash": "680ad542fbcf801442c83a6ac5a2126c"
     },
+    "lwgeom": {
+      "Package": "lwgeom",
+      "Version": "0.2-14",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "Rcpp",
+        "sf",
+        "units"
+      ],
+      "Hash": "f1fb7cc9fc60f3b039201174268aaad9"
+    },
     "magrittr": {
       "Package": "magrittr",
       "Version": "2.0.3",
@@ -1085,9 +1099,9 @@
     },
     "nlme": {
       "Package": "nlme",
-      "Version": "3.1-164",
+      "Version": "3.1-165",
       "Source": "Repository",
-      "Repository": "RSPM",
+      "Repository": "CRAN",
       "Requirements": [
         "R",
         "graphics",
@@ -1095,32 +1109,31 @@
         "stats",
         "utils"
       ],
-      "Hash": "a623a2239e642806158bc4dc3f51565d"
+      "Hash": "2769a88be217841b1f33ed469675c3cc"
     },
     "nominatimlite": {
       "Package": "nominatimlite",
-      "Version": "0.3.0",
+      "Version": "0.4.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "dplyr",
         "jsonlite",
-        "lifecycle",
         "sf",
         "utils"
       ],
-      "Hash": "00b76e3e629d5c45b2f8319d30d0c54f"
+      "Hash": "2c5791b223558763906ecb6309f214a1"
     },
     "openssl": {
       "Package": "openssl",
-      "Version": "2.1.2",
+      "Version": "2.2.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "askpass"
       ],
-      "Hash": "ea2475b073243d9d338aa8f086ce973e"
+      "Hash": "2bcca3848e4734eb3b16103bc9aa4b8e"
     },
     "osmdata": {
       "Package": "osmdata",
@@ -1143,6 +1156,18 @@
       ],
       "Hash": "484fb25b6267ae0a885511dbac53f193"
     },
+    "packrat": {
+      "Package": "packrat",
+      "Version": "0.9.2",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "R",
+        "tools",
+        "utils"
+      ],
+      "Hash": "55ddd2d4a1959535f18393478b0c14a6"
+    },
     "pillar": {
       "Package": "pillar",
       "Version": "1.9.0",
@@ -1254,14 +1279,14 @@
     },
     "ps": {
       "Package": "ps",
-      "Version": "1.7.6",
+      "Version": "1.7.7",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "utils"
       ],
-      "Hash": "dd2b9319ee0656c8acf45c7f40c59de7"
+      "Hash": "878b467580097e9c383acbb16adab57a"
     },
     "purrr": {
       "Package": "purrr",
@@ -1280,14 +1305,14 @@
     },
     "ragg": {
       "Package": "ragg",
-      "Version": "1.3.1",
+      "Version": "1.3.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "systemfonts",
         "textshaping"
       ],
-      "Hash": "539dcb63ce611fe389b4c8e2b546cf24"
+      "Hash": "e3087db406e079a8a2fd87f413918ed3"
     },
     "rappdirs": {
       "Package": "rappdirs",
@@ -1380,7 +1405,7 @@
     },
     "reprex": {
       "Package": "reprex",
-      "Version": "2.1.0",
+      "Version": "2.1.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1398,11 +1423,11 @@
         "utils",
         "withr"
       ],
-      "Hash": "1425f91b4d5d9a8f25352c44a3d914ed"
+      "Hash": "97b1d5361a24d9fb588db7afe3e5bcbf"
     },
     "reproj": {
       "Package": "reproj",
-      "Version": "0.4.3",
+      "Version": "0.7.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1411,22 +1436,22 @@
         "crsmeta",
         "proj4"
       ],
-      "Hash": "35bffc8308f82594dcf28e374488d0cb"
+      "Hash": "4a602c9eb1bbf34e7b16c823686b5838"
     },
     "rlang": {
       "Package": "rlang",
-      "Version": "1.1.3",
+      "Version": "1.1.4",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "utils"
       ],
-      "Hash": "42548638fae05fd9a9b5f3f437fbbbe2"
+      "Hash": "3eec01f8b1dee337674b2e34ab1f9bc1"
     },
     "rmarkdown": {
       "Package": "rmarkdown",
-      "Version": "2.26",
+      "Version": "2.27",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1445,7 +1470,7 @@
         "xfun",
         "yaml"
       ],
-      "Hash": "9b148e7f95d33aac01f31282d49e4f44"
+      "Hash": "27f9502e1cdbfa195f94e03b0f517484"
     },
     "rprojroot": {
       "Package": "rprojroot",
@@ -1457,6 +1482,29 @@
       ],
       "Hash": "4c8415e0ec1e29f3f4f6fc108bef0144"
     },
+    "rsconnect": {
+      "Package": "rsconnect",
+      "Version": "1.3.1",
+      "Source": "Repository",
+      "Repository": "CRAN",
+      "Requirements": [
+        "PKI",
+        "R",
+        "cli",
+        "curl",
+        "digest",
+        "jsonlite",
+        "lifecycle",
+        "openssl",
+        "packrat",
+        "renv",
+        "rlang",
+        "rstudioapi",
+        "tools",
+        "yaml"
+      ],
+      "Hash": "90dc9ac04cec50f25657b077d4aaca57"
+    },
     "rstudioapi": {
       "Package": "rstudioapi",
       "Version": "0.16.0",
@@ -1485,7 +1533,7 @@
     },
     "s2": {
       "Package": "s2",
-      "Version": "1.1.6",
+      "Version": "1.1.7",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1493,7 +1541,7 @@
         "Rcpp",
         "wk"
       ],
-      "Hash": "32f7b1a15bb01ae809022960abad5363"
+      "Hash": "3c8013cdd7f1d20de5762e3f97e5e274"
     },
     "sass": {
       "Package": "sass",
@@ -1621,18 +1669,19 @@
     },
     "systemfonts": {
       "Package": "systemfonts",
-      "Version": "1.0.6",
+      "Version": "1.1.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
-        "cpp11"
+        "cpp11",
+        "lifecycle"
       ],
-      "Hash": "6d538cff441f0f1f36db2209ac7495ac"
+      "Hash": "213b6b8ed5afbf934843e6c3b090d418"
     },
     "terra": {
       "Package": "terra",
-      "Version": "1.7-71",
+      "Version": "1.7-78",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1640,19 +1689,20 @@
         "Rcpp",
         "methods"
       ],
-      "Hash": "e8611881ab70a4fb7a1f629b31e6fcff"
+      "Hash": "8f020def0792119cb98bd8f696dab22d"
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     "textshaping": {
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-      "Version": "0.3.7",
+      "Version": "0.4.0",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R",
         "cpp11",
+        "lifecycle",
         "systemfonts"
       ],
-      "Hash": "997aac9ad649e0ef3b97f96cddd5622b"
+      "Hash": "5142f8bc78ed3d819d26461b641627ce"
     },
     "tibble": {
       "Package": "tibble",
@@ -1765,13 +1815,13 @@
     },
     "tinytex": {
       "Package": "tinytex",
-      "Version": "0.51",
+      "Version": "0.52",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "xfun"
       ],
-      "Hash": "d44e2fcd2e4e076f0aac540208559d1d"
+      "Hash": "cfbad971a71f0e27cec22e544a08bc3b"
     },
     "tzdb": {
       "Package": "tzdb",
@@ -1807,13 +1857,13 @@
     },
     "uuid": {
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-      "Version": "1.2-0",
+      "Version": "1.2-1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
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       ],
-      "Hash": "303c19bfd970bece872f93a824e323d9"
+      "Hash": "34e965e62a41fcafb1ca60e9b142085b"
     },
     "vctrs": {
       "Package": "vctrs",
@@ -1874,7 +1924,7 @@
     },
     "withr": {
       "Package": "withr",
-      "Version": "3.0.0",
+      "Version": "3.0.1",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1882,21 +1932,21 @@
         "grDevices",
         "graphics"
       ],
-      "Hash": "d31b6c62c10dcf11ec530ca6b0dd5d35"
+      "Hash": "07909200e8bbe90426fbfeb73e1e27aa"
     },
     "wk": {
       "Package": "wk",
-      "Version": "0.9.1",
+      "Version": "0.9.2",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
         "R"
       ],
-      "Hash": "5d4545e140e36476f35f20d0ca87963e"
+      "Hash": "877644b9b942d429f3708e12c98d1a22"
     },
     "xfun": {
       "Package": "xfun",
-      "Version": "0.43",
+      "Version": "0.46",
       "Source": "Repository",
       "Repository": "CRAN",
       "Requirements": [
@@ -1904,7 +1954,7 @@
         "stats",
         "tools"
       ],
-      "Hash": "ab6371d8653ce5f2f9290f4ec7b42a8e"
+      "Hash": "00ce32f398db0415dde61abfef11300c"
     },
     "xml2": {
       "Package": "xml2",
@@ -1921,10 +1971,10 @@
     },
     "yaml": {
       "Package": "yaml",
-      "Version": "2.3.8",
+      "Version": "2.3.10",
       "Source": "Repository",
       "Repository": "CRAN",
-      "Hash": "29240487a071f535f5e5d5a323b7afbd"
+      "Hash": "51dab85c6c98e50a18d7551e9d49f76c"
     }
   }
 }