diff --git a/.github/workflows/clear_cache.yml b/.github/workflows/clear_cache.yml
new file mode 100644
index 0000000..4972601
--- /dev/null
+++ b/.github/workflows/clear_cache.yml
@@ -0,0 +1,30 @@
+name: Clear cache
+
+on:
+  workflow_dispatch:
+
+permissions:
+  actions: write
+
+jobs:
+  clear-cache:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Clear cache
+        uses: actions/github-script@v6
+        with:
+          script: |
+            console.log("About to clear")
+            const caches = await github.rest.actions.getActionsCacheList({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+            })
+            for (const cache of caches.data.actions_caches) {
+              console.log(cache)
+              github.rest.actions.deleteActionsCacheById({
+                owner: context.repo.owner,
+                repo: context.repo.repo,
+                cache_id: cache.id,
+              })
+            }
+            console.log("Clear completed")
diff --git a/.github/workflows/main.yaml b/.github/workflows/main.yaml
index df70553..51ff7bd 100644
--- a/.github/workflows/main.yaml
+++ b/.github/workflows/main.yaml
@@ -1,46 +1,47 @@
-on:
-  workflow_dispatch:
-  push:
-    branches:
-      [main]
-  pull_request:
-name: Quarto Publish
-jobs:
-  bookdown:
-    name: GH-Pages
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-    steps:
-      - uses: actions/checkout@v3
-      - uses: julia-actions/setup-julia@v2
-      - uses: julia-actions/cache@v2
-      - name: Set up custom Julia dependencies
-        run: |
-          using Pkg
-          Pkg.activate("quarto"; shared = true)
-          # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
-          Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
-          Pkg.instantiate()
-          Pkg.activate(".")
-          Pkg.add([
-            # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
-            # and has Makie fixes that we need for the book, otherwise plotting errors out.
-            # These can be removed after Rasters.jl's new breaking version.
-            PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
-            PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
-          ])
-        shell: julia {0}
-      - uses: julia-actions/julia-buildpkg@v1
+# on:
+#   workflow_dispatch:
+#   push:
+#     branches:
+#       [main]
+#   pull_request:
+# name: Quarto Publish
+# jobs:
+#   bookdown:
+#     name: GH-Pages
+#     runs-on: ubuntu-latest
+#     permissions:
+#       contents: write
+#       statuses: write
+#     steps:
+#       - uses: actions/checkout@v3
+#       - uses: julia-actions/setup-julia@v2
+#       - uses: julia-actions/cache@v2
+#       - name: Set up custom Julia dependencies
+#         run: |
+#           using Pkg
+#           Pkg.activate("quarto"; shared = true)
+#           # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
+#           Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
+#           Pkg.instantiate()
+#           Pkg.activate(".")
+#           Pkg.add([
+#             # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
+#             # and has Makie fixes that we need for the book, otherwise plotting errors out.
+#             # These can be removed after Rasters.jl's new breaking version.
+#             PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
+#             PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
+#           ])
+#         shell: julia {0}
+#       - uses: julia-actions/julia-buildpkg@v1
 
-      - name: Set up Quarto
-        uses: quarto-dev/quarto-actions/setup@v2
-        env:
-          QUARTO_JULIA_PROJECT: "@quarto"
+#       - name: Set up Quarto
+#         uses: quarto-dev/quarto-actions/setup@v2
+#         env:
+#           QUARTO_JULIA_PROJECT: "@quarto"
 
-      - name: Render and Publish
-        run: julia helpers/deploy_with_preview.jl
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          QUARTO_JULIA_PROJECT: "@quarto"
-          DATAFRAMES_ROWS: "6"
+#       - name: Render and Publish
+#         run: julia helpers/deploy_with_preview.jl
+#         env:
+#           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+#           QUARTO_JULIA_PROJECT: "@quarto"
+#           DATAFRAMES_ROWS: "6"
diff --git a/.github/workflows/main_new.yaml b/.github/workflows/main_new.yaml
new file mode 100644
index 0000000..de9bc80
--- /dev/null
+++ b/.github/workflows/main_new.yaml
@@ -0,0 +1,45 @@
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      [main]
+name: Quarto Publish
+jobs:
+  quarto:
+    name: GH-Pages
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      statuses: write
+    steps:
+      - uses: actions/checkout@v3
+      - uses: julia-actions/setup-julia@v2
+      - uses: julia-actions/cache@v2
+      - name: Set up custom Julia dependencies
+        run: |
+          using Pkg
+          Pkg.activate("quarto"; shared = true)
+          # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
+          Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
+          Pkg.instantiate()
+          Pkg.activate(".")
+          Pkg.add([
+            # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
+            # and has Makie fixes that we need for the book, otherwise plotting errors out.
+            # These can be removed after Rasters.jl's new breaking version.
+            PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
+            PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
+          ])
+        shell: julia {0}
+      - uses: julia-actions/julia-buildpkg@v1
+
+      - name: Set up Quarto
+        uses: quarto-dev/quarto-actions/setup@v2
+        env:
+          QUARTO_JULIA_PROJECT: "@quarto"
+
+      - name: Render and Publish 
+        uses: quarto-dev/quarto-actions/publish@v2
+        with:
+          target: netlify
+          NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN }}
\ No newline at end of file
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
new file mode 100644
index 0000000..a32d6f1
--- /dev/null
+++ b/.github/workflows/pr.yaml
@@ -0,0 +1,66 @@
+on:
+  workflow_dispatch:
+  pull_request:
+    branches:
+      [main]
+name: Quarto PR Publish
+jobs:
+  bookdown:
+    name: GH-Pages
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+      statuses: write
+      pull-requests: write
+      deployments: write
+    steps:
+      - uses: actions/checkout@v3
+      - uses: julia-actions/setup-julia@v2
+      - uses: julia-actions/cache@v2
+      - name: Set up custom Julia dependencies
+        run: |
+          using Pkg
+          Pkg.activate("quarto"; shared = true)
+          # TODO: QuartoNotebookRunner does not support execute-dir yet, but this PR does.
+          Pkg.add(url = "https://github.com/asinghvi17/QuartoNotebookRunner.jl", rev = "as/execute-dir")
+          Pkg.instantiate()
+          Pkg.activate(".")
+          Pkg.add([
+            # TODO: DimensionalData v0.28 is not compatible with Rasters latest version,
+            # and has Makie fixes that we need for the book, otherwise plotting errors out.
+            # These can be removed after Rasters.jl's new breaking version.
+            PackageSpec(url = "https://github.com/asinghvi17/Rasters.jl", rev = "as/dd28"),
+            PackageSpec(url = "https://github.com/rafaqz/DimensionalData.jl", rev = "main"),
+          ])
+        shell: julia {0}
+      - uses: julia-actions/julia-buildpkg@v1
+
+      - name: Set up Quarto
+        uses: quarto-dev/quarto-actions/setup@v2
+        env:
+          QUARTO_JULIA_PROJECT: "@quarto"
+
+      - name: Render 
+        uses: quarto-dev/quarto-actions/render@v2
+        with: 
+          to: html
+          
+      - name: Deploy Preview to Netlify as preview
+        id: netlify-deploy
+        uses: nwtgck/actions-netlify@v3
+        env:
+          NETLIFY_SITE_ID: e18690e5-215e-4584-b0f1-963bc99a10d0
+          NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN }}
+        with:
+          publish-dir: './docs'
+          production-deploy: false
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          deploy-message: |
+            Deploy from GHA: ${{ github.event.pull_request.title || format('manual from PR {0}', github.event.issue.number) }}
+          alias: deploy-preview-${{ github.event.pull_request.number || github.event.issue.number }}
+          # these all default to 'true'
+          enable-pull-request-comment: true
+          enable-commit-comment: false
+          enable-commit-status: true
+          overwrites-pull-request-comment: false
+        timeout-minutes: 1
\ No newline at end of file
diff --git a/_publish.yml b/_publish.yml
index e69de29..b86cace 100644
--- a/_publish.yml
+++ b/_publish.yml
@@ -0,0 +1,4 @@
+- source: project
+  netlify:
+    - id: "e18690e5-215e-4584-b0f1-963bc99a10d0"
+      url: "https://jl.geocompx.org"
\ No newline at end of file
diff --git a/_quarto.yml b/_quarto.yml
index dd101e5..ce47b2f 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -24,7 +24,7 @@ book:
     - chapters/02-attribute-operations.qmd
     - chapters/03-spatial-operations.qmd
     - chapters/04-geometry-operations.qmd
-    - chapters/05-raster-vector.qmd
+    #- chapters/05-raster-vector.qmd
     - chapters/06-reproj.qmd
     - chapters/07-read-write.qmd
     - chapters/08-mapping.qmd
diff --git a/chapters/01-spatial-data.qmd b/chapters/01-spatial-data.qmd
index 44af128..dac29fa 100644
--- a/chapters/01-spatial-data.qmd
+++ b/chapters/01-spatial-data.qmd
@@ -20,7 +20,7 @@ mkpath("output")
 ## Introduction
 ```{julia}
 using GeoDataFrames
-df = GeoDataFrames.read("data/world.gpkg")
+df = GeoDataFrames.read("../data/world.gpkg")
 ```
 
 ```{julia}