diff --git a/.github/workflows/cache_data.yaml b/.github/workflows/cache_data.yaml
index 584fe30daf4..59cee03bf9d 100644
--- a/.github/workflows/cache_data.yaml
+++ b/.github/workflows/cache_data.yaml
@@ -33,13 +33,16 @@ jobs:
           # fetch all history so that setuptools-scm works
           fetch-depth: 0
 
+      # Install Micromamba with conda-forge dependencies
       - name: Setup Micromamba
-        uses: mamba-org/provision-with-micromamba@v15
+        uses: mamba-org/setup-micromamba@v1.4.0
         with:
           environment-name: pygmt
-          environment-file: false
-          channels: conda-forge,nodefaults
-          extra-specs: |
+          condarc: |
+            channels:
+              - conda-forge
+              - nodefaults
+          create-args: >-
             python=3.11
             gmt=6.4.0
             numpy
diff --git a/.github/workflows/ci_docs.yml b/.github/workflows/ci_docs.yml
index 8c627138660..cf0847fb677 100644
--- a/.github/workflows/ci_docs.yml
+++ b/.github/workflows/ci_docs.yml
@@ -65,15 +65,18 @@ jobs:
           # fetch all history so that setuptools-scm works
           fetch-depth: 0
 
+      # Install Micromamba with conda-forge dependencies
       - name: Setup Micromamba
-        uses: mamba-org/provision-with-micromamba@v15
+        uses: mamba-org/setup-micromamba@v1.4.0
         with:
           environment-name: pygmt
-          environment-file: false
-          channels: conda-forge,nodefaults
+          condarc: |
+            channels:
+              - conda-forge
+              - nodefaults
           cache-downloads: true
-          cache-env: true
-          extra-specs: |
+          cache-environment: true
+          create-args: >-
             python=3.11
             gmt=6.4.0
             numpy
diff --git a/.github/workflows/ci_doctests.yaml b/.github/workflows/ci_doctests.yaml
index c204e13bd39..ab3c14f30b6 100644
--- a/.github/workflows/ci_doctests.yaml
+++ b/.github/workflows/ci_doctests.yaml
@@ -40,13 +40,16 @@ jobs:
           # fetch all history so that setuptools-scm works
           fetch-depth: 0
 
+      # Install Micromamba with conda-forge dependencies
       - name: Setup Micromamba
-        uses: mamba-org/provision-with-micromamba@v15
+        uses: mamba-org/setup-micromamba@v1.4.0
         with:
           environment-name: pygmt
-          environment-file: false
-          channels: conda-forge,nodefaults
-          extra-specs: |
+          condarc: |
+            channels:
+              - conda-forge
+              - nodefaults
+          create-args: >-
             python=3.11
             gmt=6.4.0
             numpy
diff --git a/.github/workflows/ci_tests.yaml b/.github/workflows/ci_tests.yaml
index 3289efc2004..1735c72fd1d 100644
--- a/.github/workflows/ci_tests.yaml
+++ b/.github/workflows/ci_tests.yaml
@@ -67,12 +67,7 @@ jobs:
             optional-packages: ''
           - python-version: '3.11'
             numpy-version: '1.24'
-            optional-packages: |
-              contextily
-              geopandas
-              ipython
-              rioxarray
-              sphinx-gallery
+            optional-packages: ' contextily geopandas ipython rioxarray sphinx-gallery'
 
     timeout-minutes: 30
     defaults:
@@ -99,23 +94,25 @@ jobs:
           # fetch all history so that setuptools-scm works
           fetch-depth: 0
 
+      # Install Micromamba with conda-forge dependencies
       - name: Setup Micromamba
-        uses: mamba-org/provision-with-micromamba@v15
+        uses: mamba-org/setup-micromamba@v1.4.0
         with:
           environment-name: pygmt
-          environment-file: false
-          channels: conda-forge,nodefaults
+          condarc: |
+            channels:
+              - conda-forge
+              - nodefaults
           cache-downloads: true
-          cache-env: true
-          extra-specs: |
-            python=${{ matrix.python-version }}
+          cache-environment: true
+          create-args: >-
+            python=${{ matrix.python-version }}${{ matrix.optional-packages }}
             gmt=6.4.0
             numpy=${{ matrix.numpy-version }}
             pandas
             xarray
             netCDF4
             packaging
-            ${{ matrix.optional-packages }}
             build
             dvc
             make
diff --git a/.github/workflows/ci_tests_dev.yaml b/.github/workflows/ci_tests_dev.yaml
index 6b1d6ee6fe1..695a46a767f 100644
--- a/.github/workflows/ci_tests_dev.yaml
+++ b/.github/workflows/ci_tests_dev.yaml
@@ -89,15 +89,18 @@ jobs:
           comment-id: ${{ github.event.client_payload.github.payload.comment.id }}
           body: https://github.com/${{ github.repository }}/actions/runs/${{ github.run_id }}
 
+      # Install Micromamba with conda-forge dependencies
       - name: Setup Micromamba
-        uses: mamba-org/provision-with-micromamba@v15
+        uses: mamba-org/setup-micromamba@v1.4.0
         with:
           environment-name: pygmt
-          environment-file: false
-          channels: conda-forge,nodefaults
+          condarc: |
+            channels:
+              - conda-forge
+              - nodefaults
           cache-downloads: true
-          cache-env: true
-          extra-specs: |
+          cache-environment: true
+          create-args: >-
             python=3.11
             cmake
             make
diff --git a/.github/workflows/ci_tests_legacy.yaml b/.github/workflows/ci_tests_legacy.yaml
index 3f02bdaec1c..cf8627cd942 100644
--- a/.github/workflows/ci_tests_legacy.yaml
+++ b/.github/workflows/ci_tests_legacy.yaml
@@ -52,15 +52,18 @@ jobs:
           # fetch all history so that setuptools-scm works
           fetch-depth: 0
 
+      # Install Micromamba with conda-forge dependencies
       - name: Setup Micromamba
-        uses: mamba-org/provision-with-micromamba@v15
+        uses: mamba-org/setup-micromamba@v1.4.0
         with:
           environment-name: pygmt
-          environment-file: false
-          channels: conda-forge,nodefaults
+          condarc: |
+            channels:
+              - conda-forge
+              - nodefaults
           cache-downloads: true
-          cache-env: true
-          extra-specs: |
+          cache-environment: true
+          create-args: >-
             python=3.9
             gmt=${{ matrix.gmt_version }}
             numpy