diff --git a/environments/analysis3/environment.yml b/environments/analysis3/environment.yml
index 80aef71..864b197 100644
--- a/environments/analysis3/environment.yml
+++ b/environments/analysis3/environment.yml
@@ -13,8 +13,8 @@ dependencies:
   - access-intake-esm=2026.7.1=py_0
   - access-intake-utils=0.1.7=py_0
   - access-med-tools=0.1.23=pypy_0
-  - access-moppy=1.5.1b=py_0
-  - access-moppy-esmval=1.5.1b=0
+  - access-moppy=1.6.1b=py_0
+  - access-moppy-esmval=1.6.1b=0
   - access-nri-intake=1.6.2=py_0
   - access-py-telemetry=0.1.10=py_0
   - accessible-pygments=0.0.5=pyhd8ed1ab_1
diff --git a/environments/analysis3/pixi.lock b/environments/analysis3/pixi.lock
index 9a8e282..8a909e1 100644
--- a/environments/analysis3/pixi.lock
+++ b/environments/analysis3/pixi.lock
@@ -1,11 +1,6 @@
 version: 7
 platforms:
 - name: linux-64
-  virtual-packages:
-  - __unix=0=0
-  - __linux=4.18
-  - __glibc=2.28
-  - __archspec=0=x86_64
 environments:
   analysis3:
     channels:
@@ -24,8 +19,8 @@ environments:
       - conda: https://conda.anaconda.org/accessnri/noarch/access-intake-esm-2026.7.1-py_0.conda
       - conda: https://conda.anaconda.org/accessnri/noarch/access-intake-utils-0.1.7-py_0.tar.bz2
       - conda: https://conda.anaconda.org/accessnri/noarch/access-med-tools-0.1.23-pypy_0.tar.bz2
-      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-1.5.1b-py_0.conda
-      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.5.1b-0.conda
+      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-1.6.1b-py_0.conda
+      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.6.1b-0.conda
       - conda: https://conda.anaconda.org/accessnri/noarch/access-nri-intake-1.6.2-py_0.conda
       - conda: https://conda.anaconda.org/accessnri/noarch/access-py-telemetry-0.1.10-py_0.tar.bz2
       - conda: https://conda.anaconda.org/accessnri/noarch/ecgtools-access-2025.10.7-py_0.tar.bz2
@@ -1508,8 +1503,8 @@ environments:
       - conda: https://conda.anaconda.org/accessnri/noarch/access-intake-esm-2026.7.1-py_0.conda
       - conda: https://conda.anaconda.org/accessnri/noarch/access-intake-utils-0.1.7-py_0.tar.bz2
       - conda: https://conda.anaconda.org/accessnri/noarch/access-med-tools-0.1.23-pypy_0.tar.bz2
-      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-1.5.1b-py_0.conda
-      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.5.1b-0.conda
+      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-1.6.1b-py_0.conda
+      - conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.6.1b-0.conda
       - conda: https://conda.anaconda.org/accessnri/noarch/access-nri-intake-1.6.2-py_0.conda
       - conda: https://conda.anaconda.org/accessnri/noarch/access-py-telemetry-0.1.10-py_0.tar.bz2
       - conda: https://conda.anaconda.org/accessnri/noarch/ecgtools-access-2025.10.7-py_0.tar.bz2
@@ -3036,9 +3031,9 @@ packages:
   license_family: APACHE
   size: 46216
   timestamp: 1761304298179
-- conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-1.5.1b-py_0.conda
-  sha256: 2e4bd9cb4d37140655e7216181d94ddbedc3522f176c91f2335add7c76d2b6c7
-  md5: 284e25b0d8169d58ad44fbcfd1afce39
+- conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-1.6.1b-py_0.conda
+  sha256: 1a4e2d6193575567ecfc81e8677b860e021ac809bf1bb599aea79081de0ce0c0
+  md5: 62d15be90707d554b50ed6a6d3eed0ad
   depends:
   - cftime
   - dask
@@ -3054,18 +3049,18 @@ packages:
   - tqdm
   - xarray
   license: Apache-2.0
-  size: 11093036
-  timestamp: 1782185932224
-- conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.5.1b-0.conda
+  size: 11102558
+  timestamp: 1784082037146
+- conda: https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.6.1b-0.conda
   noarch: python
-  sha256: d07d552ef5a454ad3e4807b57ba475d5367929967bd1e5bc23998662d0b07717
-  md5: d7245c3bf66b6eea27de68aa1c3a4abe
+  sha256: 61edd0bfb9d24d90f9cc0d0cce3b7118b64d3050f221699a512c7c0a58b0b7fb
+  md5: 3e5833627d18f4fcfe71587ec92357fa
   depends:
-  - access-moppy 1.5.1b py_0
+  - access-moppy 1.6.1b py_0
   - esmvalcore >=2.14
   license: Apache-2.0
-  size: 9139
-  timestamp: 1782185942723
+  size: 9151
+  timestamp: 1784082047812
 - conda: https://conda.anaconda.org/accessnri/noarch/access-nri-intake-1.6.2-py_0.conda
   sha256: 25d58c9af852d63c7bbba59062dad14e4ac2b4ecb11062843949a74634df9dfc
   md5: 446719c0e7d24f9471a8c717385fc596
diff --git a/environments/analysis3/pixi.toml b/environments/analysis3/pixi.toml
index af153a0..fac6a50 100644
--- a/environments/analysis3/pixi.toml
+++ b/environments/analysis3/pixi.toml
@@ -53,7 +53,7 @@ intake-virtual-icechunk = { version = "==0.2.2", channel = "accessnri" }
 intake-dataframe-catalog = { version = "==0.5.1", channel = "conda-forge" }
 yamanifest = { version = ">=0.3.12", channel = "accessnri" }
 access-med-tools = { version = "==0.1.23", channel = "accessnri" }
-access-moppy-esmval = { version = "==1.5.1b", channel = "accessnri" }
+access-moppy-esmval = { version = "==1.6.1b", channel = "accessnri" }
 shumlib = { channel = "accessnri" }
 aiohttp = "*"
 aiohttp-cors = "*"
diff --git a/environments/analysis3/solved.json b/environments/analysis3/solved.json
index 86f7d6e..5d87154 100644
--- a/environments/analysis3/solved.json
+++ b/environments/analysis3/solved.json
@@ -280,24 +280,24 @@
   },
   {
     "name": "access-moppy",
-    "version": "1.5.1b",
+    "version": "1.6.1b",
     "build": "py_0",
     "build_number": 0,
-    "size_bytes": 11093036,
+    "size_bytes": 11102558,
     "kind": "conda",
     "source": "https://conda.anaconda.org/accessnri",
     "license": "Apache-2.0",
     "license_family": null,
     "is_explicit": false,
-    "md5": "284e25b0d8169d58ad44fbcfd1afce39",
-    "sha256": "2e4bd9cb4d37140655e7216181d94ddbedc3522f176c91f2335add7c76d2b6c7",
+    "md5": "62d15be90707d554b50ed6a6d3eed0ad",
+    "sha256": "1a4e2d6193575567ecfc81e8677b860e021ac809bf1bb599aea79081de0ce0c0",
     "arch": null,
     "platform": null,
     "subdir": "noarch",
-    "timestamp": 1782185932224,
+    "timestamp": 1784082037146,
     "noarch": "python",
-    "file_name": "access-moppy-1.5.1b-py_0.conda",
-    "url": "https://conda.anaconda.org/accessnri/noarch/access-moppy-1.5.1b-py_0.conda",
+    "file_name": "access-moppy-1.6.1b-py_0.conda",
+    "url": "https://conda.anaconda.org/accessnri/noarch/access-moppy-1.6.1b-py_0.conda",
     "index_url": null,
     "requested_spec": null,
     "constrains": [],
@@ -320,29 +320,29 @@
   },
   {
     "name": "access-moppy-esmval",
-    "version": "1.5.1b",
+    "version": "1.6.1b",
     "build": "0",
     "build_number": 0,
-    "size_bytes": 9139,
+    "size_bytes": 9151,
     "kind": "conda",
     "source": "https://conda.anaconda.org/accessnri",
     "license": "Apache-2.0",
     "license_family": null,
     "is_explicit": true,
-    "md5": "d7245c3bf66b6eea27de68aa1c3a4abe",
-    "sha256": "d07d552ef5a454ad3e4807b57ba475d5367929967bd1e5bc23998662d0b07717",
+    "md5": "3e5833627d18f4fcfe71587ec92357fa",
+    "sha256": "61edd0bfb9d24d90f9cc0d0cce3b7118b64d3050f221699a512c7c0a58b0b7fb",
     "arch": null,
     "platform": null,
     "subdir": "noarch",
-    "timestamp": 1782185942723,
+    "timestamp": 1784082047812,
     "noarch": "python",
-    "file_name": "access-moppy-esmval-1.5.1b-0.conda",
-    "url": "https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.5.1b-0.conda",
+    "file_name": "access-moppy-esmval-1.6.1b-0.conda",
+    "url": "https://conda.anaconda.org/accessnri/noarch/access-moppy-esmval-1.6.1b-0.conda",
     "index_url": null,
-    "requested_spec": "version===1.5.1b channel=accessnri",
+    "requested_spec": "version===1.6.1b channel=accessnri",
     "constrains": [],
     "depends": [
-      "access-moppy 1.5.1b py_0",
+      "access-moppy 1.6.1b py_0",
       "esmvalcore >=2.14"
     ],
     "track_features": []
@@ -45254,7 +45254,7 @@
     "version": "3.2",
     "build": null,
     "build_number": null,
-    "size_bytes": null,
+    "size_bytes": 25961,
     "kind": "pypi",
     "source": "https://pypi.org/simple",
     "license": null,