diff --git a/docs/af1/af1.0.ipynb b/docs/af1/af1.0.ipynb
index 540a2c5..7492feb 100644
--- a/docs/af1/af1.0.ipynb
+++ b/docs/af1/af1.0.ipynb
@@ -14,7 +14,7 @@
     "\n",
     "This page provides an introduction to open data resources released as part of the first phase of the Anopheles funestus Genomic Surveillance Project project, known as `Af1.0` for short. We hope the data from `Af1.0` will be a valuable resource for research and surveillance of malaria vectors. \n",
     "\n",
-    "The **[Af1.0](af1.0):  _Anopheles gambiae_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 656 mosquitoes.\n",
+    "The **[Af1.0](af1.0):  _Anopheles funestus_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 656 mosquitoes.\n",
     "\n",
     "More information about this release can be found in the [data resource website](https://www.malariagen.net/data_package/af10-anopheles-funestus-data-resource/).  \n",
     "\n",
@@ -469,23 +469,10 @@
     "\n",
     "af1 = malariagen_data.Af1(pre=True)\n",
     "taxa = [\n",
-    "    \"gambiae\",\n",
-    "    \"melas\",\n",
-    "    \"coluzzii\",\n",
-    "    \"merus\",\n",
-    "    \"arabiensis\",\n",
-    "    \"quadriannulatus\",\n",
-    "    \"funestus\", \n",
-    "    \"fontenillei\",\n",
-    "    \"gcx1\",\n",
-    "    \"gcx2\",\n",
-    "    \"gcx3\",\n",
-    "    \"gcx4\",\n",
-    "    \"vaneedeni\",\n",
-    "    \"longipalpis\",\n",
-    "    \"parensis\",\n",
-    "    \"minimus\",\n",
-    "    \"unassigned\",\n",
+    "    'funestus',\n",
+    "    'longipalpis',\n",
+    "    'parensis',\n",
+    "    'vaneedeni'\n",
     "]\n",
     "\n",
     "taxon_color = pd.Series(bkpal.Category20[len(taxa)], index=taxa)\n",
@@ -1243,10 +1230,16 @@
    "name": "Ag3.0-intro.ipynb",
    "provenance": []
   },
+  "environment": {
+   "kernel": "mgenv_7.2.0",
+   "name": "workbench-notebooks.m138",
+   "type": "gcloud",
+   "uri": "us-docker.pkg.dev/deeplearning-platform-release/gcr.io/workbench-notebooks:m138"
+  },
   "kernelspec": {
-   "display_name": "global-global-mgenv-6.0.6",
+   "display_name": "Python (mgenv_7.2.0)",
    "language": "python",
-   "name": "conda-env-global-global-mgenv-6.0.6-py"
+   "name": "mgenv_7.2.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1258,7 +1251,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.7"
+   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/docs/af1/af1.1.ipynb b/docs/af1/af1.1.ipynb
index ff9091f..4326bb1 100644
--- a/docs/af1/af1.1.ipynb
+++ b/docs/af1/af1.1.ipynb
@@ -8,7 +8,7 @@
    "source": [
     "# Af1.1\n",
     "\n",
-    "The **[Af1.1](af1.1):  _Anopheles gambiae_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 1138 mosquitoes.\n",
+    "The **[Af1.1](af1.1):  _Anopheles funestus_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 1138 mosquitoes.\n",
     "\n",
     "More information about this release can be found in the [data resource website](https://www.malariagen.net/data_package/af11-anopheles-funestus-data-resource/).  \n",
     "\n",
@@ -1254,10 +1254,16 @@
    "name": "Ag3.0-intro.ipynb",
    "provenance": []
   },
+  "environment": {
+   "kernel": "mgenv_7.2.0",
+   "name": "workbench-notebooks.m138",
+   "type": "gcloud",
+   "uri": "us-docker.pkg.dev/deeplearning-platform-release/gcr.io/workbench-notebooks:m138"
+  },
   "kernelspec": {
-   "display_name": "global-global-mgenv-6.0.6",
+   "display_name": "Python (mgenv_7.2.0)",
    "language": "python",
-   "name": "conda-env-global-global-mgenv-6.0.6-py"
+   "name": "mgenv_7.2.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1269,7 +1275,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.7"
+   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/docs/af1/af1.2.ipynb b/docs/af1/af1.2.ipynb
index 3268070..a826001 100644
--- a/docs/af1/af1.2.ipynb
+++ b/docs/af1/af1.2.ipynb
@@ -8,7 +8,7 @@
    "source": [
     "# Af1.2\n",
     "\n",
-    "The **[Af1.2](af1.2):  _Anopheles gambiae_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 317 mosquitoes.\n",
+    "The **[Af1.2](af1.2):  _Anopheles funestus_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 317 mosquitoes.\n",
     "\n",
     "More information about this release can be found in the [data resource website](https://www.malariagen.net/data_package/af12-anopheles-funestus-data-resource/).  \n",
     "\n",
@@ -683,10 +683,16 @@
    "name": "Ag3.0-intro.ipynb",
    "provenance": []
   },
+  "environment": {
+   "kernel": "mgenv_7.2.0",
+   "name": "workbench-notebooks.m138",
+   "type": "gcloud",
+   "uri": "us-docker.pkg.dev/deeplearning-platform-release/gcr.io/workbench-notebooks:m138"
+  },
   "kernelspec": {
-   "display_name": "global-global-mgenv-6.0.6",
+   "display_name": "Python (mgenv_7.2.0)",
    "language": "python",
-   "name": "conda-env-global-global-mgenv-6.0.6-py"
+   "name": "mgenv_7.2.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -698,7 +704,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.7"
+   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/docs/af1/af1.3.ipynb b/docs/af1/af1.3.ipynb
index c460ece..a8132b6 100644
--- a/docs/af1/af1.3.ipynb
+++ b/docs/af1/af1.3.ipynb
@@ -8,7 +8,7 @@
    "source": [
     "# Af1.3\n",
     "\n",
-    "The **[Af1.3](af1.3):  _Anopheles gambiae_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 193 mosquitoes.\n",
+    "The **[Af1.3](af1.3):  _Anopheles funestus_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes from whole-genome sequencing of 193 mosquitoes.\n",
     "\n",
     "More information about this release can be found in the [data resource website](https://www.malariagen.net/data_package/af13-anopheles-funestus-data-resource/).  \n",
     "\n",
@@ -646,10 +646,16 @@
    "name": "Ag3.0-intro.ipynb",
    "provenance": []
   },
+  "environment": {
+   "kernel": "mgenv_7.2.0",
+   "name": "workbench-notebooks.m138",
+   "type": "gcloud",
+   "uri": "us-docker.pkg.dev/deeplearning-platform-release/gcr.io/workbench-notebooks:m138"
+  },
   "kernelspec": {
-   "display_name": "global-global-mgenv-6.0.6",
+   "display_name": "Python (mgenv_7.2.0)",
    "language": "python",
-   "name": "conda-env-global-global-mgenv-6.0.6-py"
+   "name": "mgenv_7.2.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -661,7 +667,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.7"
+   "version": "3.12.11"
   }
  },
  "nbformat": 4,
diff --git a/docs/af1/af1.4.ipynb b/docs/af1/af1.4.ipynb
index 05fa9ca..6d26352 100644
--- a/docs/af1/af1.4.ipynb
+++ b/docs/af1/af1.4.ipynb
@@ -8,7 +8,7 @@
    "source": [
     "# Af1.4\n",
     "\n",
-    "The **[Af1.4](af1.4):  _Anopheles gambiae_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes  from whole-genome sequencing of 733 mosquitoes.\n",
+    "The **[Af1.4](af1.4):  _Anopheles funestus_ data resource** contains single nucleotide polymorphism (SNP) calls, copy number variant (CNV) calls and SNP haplotypes  from whole-genome sequencing of 733 mosquitoes.\n",
     "\n",
     "More information about this release can be found in the [data resource website](https://www.malariagen.net/data_package/af14-anopheles-funestus-data-resource/).  \n",
     "\n",
@@ -683,10 +683,16 @@
    "name": "Ag3.0-intro.ipynb",
    "provenance": []
   },
+  "environment": {
+   "kernel": "mgenv_7.2.0",
+   "name": "workbench-notebooks.m138",
+   "type": "gcloud",
+   "uri": "us-docker.pkg.dev/deeplearning-platform-release/gcr.io/workbench-notebooks:m138"
+  },
   "kernelspec": {
-   "display_name": "global-global-mgenv-6.0.6",
+   "display_name": "Python (mgenv_7.2.0)",
    "language": "python",
-   "name": "conda-env-global-global-mgenv-6.0.6-py"
+   "name": "mgenv_7.2.0"
   },
   "language_info": {
    "codemirror_mode": {
@@ -698,7 +704,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.7"
+   "version": "3.12.11"
   }
  },
  "nbformat": 4,