diff --git a/environments/analysis3/environment.unlocked.yml b/environments/analysis3/environment.unlocked.yml
deleted file mode 100644
index a033b94..0000000
--- a/environments/analysis3/environment.unlocked.yml
+++ /dev/null
@@ -1,333 +0,0 @@
-name: analysis3
-channels:
-  - accessnri
-  - conda-forge
-  - nodefaults
-dependencies:
-  - python==3.12.*
-  - dask==2026.1.*
-  - numpy>2.0
-  - scipy==1.17.*
-  - matplotlib>=3.10.*
-  - pandas==2.3.*
-  - scikit-image==0.26.*
-  - scikit-learn==1.8.*
-  - xarray==2026.1.0
-  - ipython
-  - zarr>=3.1.0
-  - iris==3.14.*
-  - netcdf4==1.7.*
-  - libnetcdf=*=mpi_openmpi*
-  - openmpi==5.0.8
-  - pip=26.*
-  - hdf5=*=mpi_openmpi*
-  - jupyterlab==4.5.0
-  - accessnri::access-nri-intake==1.5.0
-  - accessnri::intake-esm-access==2025.9.18
-  - accessnri::ecgtools-access>=2025.10.7
-  - accessnri::access-py-telemetry==0.1.10
-  - accessnri::access-intake-utils==0.1.7
-  - conda-forge::intake-dataframe-catalog==0.5.1
-  - accessnri::yamanifest>=0.3.12
-  - accessnri::access-med-tools==0.1.23
-  - accessnri::access-moppy==1.0.9b
-#  - accessnri::mule
-#  - accessnri::um-packing
-#  - accessnri::mule-utils
-#  - accessnri::mule-base
-#  - accessnri::um-spiral-search need numpy <2
-#  - accessnri::um-ppibm
-  - accessnri::shumlib
-  - aiohttp
-  - aiohttp-cors
-  - anytree
-  - arch-py
-  - argopy
-  - arm_pyart
-  - astropy
-  - asyncssh
-  - autopep8
-  - av
-  - bargeparse
-  - black
-  - bokeh
-  - bottleneck
-  - branca
-  - cartopy
-  - cdo >2.3.0
-  - celluloid
-  - cf-python
-  - cf-units
-  - cfchecker
-  - cfgrib
-  - cftime
-  - cfunits
-  - climpred
-  - cmcrameri
-  - cmdline_provenance
-  - cmocean
-  - cmor
-  - compliance-checker
-  - conda-build
-  - conda-lock
-  - conda-tree
-  - crick
-  - cupy
-  - cvxpy
-  - dask-jobqueue
-  - dask-labextension
-  - dask-ml
-  - dask-xgboost
-  - dataclasses-json
-  - dataset
-  - datashader
-  - descartes
-  - distributed
-  - doc8
-  - docrep
-  - dreqpy
-  - earthpy
-  - eccodes
-  - ecmwf-api-client
-  - eofs
-  - erddapy
-  - esmf
-  - esmpy
-  - esmvalcore==2.13.*
-  - f90nml
-  - ffmpeg
-  - filelock
-  - fiona
-  - flox
-  - folium
-  - fortran-language-server
-  - fs
-  - gcc_linux-64
-  - gcm_filters
-  - geocat-comp
-  - geocat-viz
-  - geoplot
-  - geopy
-  - gridfill
-  - gsw
-  - h5py
-  - hdbscan
-  - holoviews
-  - httpx
-  - hupper
-  - hvplot
-  - icclim
-  - ilamb==2.7.2
-  - intake
-  - ipdb
-  - ipympl
-  - ipynbname
-  - ipywidgets
-  - iris-grib
-  - jags
-  - jinja2
-  - joblib
-  - jq
-  - jsonschema>=4.18.1
-  - jupyter
-  - jupyter-book
-  - jupyter-resource-usage
-  - jupyter-server-proxy
-  - jupyterlab_server
-  - kerchunk
-  - lftp
-  - libgdal
-  - libtiff
-  - line_profiler
-  - lmfit
-  - mamba
-  - matchpy
-  - matplotlib-scalebar
-  - matplotlib-venn
-  - mayavi
-  - memory_profiler
-  - metpy
-  - mo_pack
-  - moderngl
-  - mpi4py
-  - mpl-scatter-density
-  - mplotutils
-  - mplleaflet
-  - mscorefonts
-  - nbdime
-  - nb_conda_kernels
-  - nbval
-  - nc-time-axis
-  - ncdata
-  - ncdu
-  - nctoolkit
-  - neutralocean
-  - ninja
-  - nodejs
-  - notebook==7.5.0
-  - numba
-  - numexpr
-  - nvidia-ml-py
-  - odc-geo
-  - opencv
-  - palettable
-  - panel
-  - papermill
-  - param
-  - parcels
-  - pdbufr
-  - pillow
-  - pint
-  - plotly
-  - polars
-  - poppler
-  - posix_ipc
-  - psutil
-  - pyaml
-  - pyarrow
-  - pydantic
-  - pydap
-  - pyextremes
-  - pygam
-  - pygamma_n
-  - pygrib
-  - pygmt
-  - pyhdf
-  - pylint
-  - pymannkendall
-  - pysal
-  - pyshp
-  - pysteps
-  - pytables
-  - pytest
-  - pytest-cov
-  - pytest-subtests
-  - python-eccodes
-  - python-graphviz
-  - python-magic
-  - python-stratify
-  - rasterio
-  - rasterstats
-  - rechunker
-##  - regional-mom6>=1.0.0
-  - regionmask
-  - rioxarray
-  - ruff
-  - s3fs
-  - satpy
-  - scores
-  - seaborn
-  - sh
-##  - sharppy # can't install for python 3.12
-  - shellcheck
-  - siphon
-  - spyder-kernels
-  - sqlalchemy
-  - statsmodels
-  - sympy
-  - tensorflow
-  - timezonefinder
-  - tintx
-  - tqdm
-  - twine
-  - u8darts-all
-  - rapidsai::ucx-py
-  - ucx==1.18.1
-  - ultraplot
-  - ujson
-  - vtk
-  - watchdog
-  - watermark
-  - wavespectra
-  - webcolors
-  - windspharm
-  - wradlib
-  - wrf-python
-  - xarray-spatial
-  - xarraymannkendall
-  - xcdat
-  - xclim
-  - xesmf
-  - xgcm
-  - xhistogram
-  - xmip
-  - xmitgcm
-  - xmovie
-  - xrft
-  - xskillscore
-  - xwrf
-
-  - pip:
-    - lavavu==1.9.10
-    - lavavu-osmesa==1.9.10
-    - railroad-diagrams ### Unlisted dependency of pip and pyparsing
-    - accessvis==1.1.4
-    - py360convert
-    - numpy-quaternion
-    - pycnv
-    - CMIP7-data-request-api
-
-## Needed for ESMValTool merge
-  - esmvaltool==2.13.*
-  - cdsapi
-  - lime
-  - mapgenerator>=1.0.5
-  - natsort
-  - openpyxl
-  - pys2index # only from conda-forge
-  - python-cdo
-  - seawater
-  - flake8
-  - pytest-env
-  - pytest-html
-  - pytest-metadata
-  - pytest-mock
-  - pytest-xdist
-
-# For documentation
-  - autodocsumm>=0.2.2
-  - nbsphinx
-  - pydata-sphinx-theme
-  - codespell==2.3.0
-  - docformatter==1.7.5
-  - imagehash
-  - isort==5.13.2
-  - pre-commit
-  - prospector>=1.12
-  - pyroma
-  - yamllint==1.35.1
-  - yapf
-# NCL and dependencies
-  - ncl >=6.6.2
-  - imagemagick
-  - nco
-# R and dependencies
-  - r-base>=3.5,<4.3.0 # https://github.com/ESMValGroup/ESMValTool/pull/3924
-  - r-abind
-  - r-akima
-  - r-climdex.pcic
-  - r-climprojdiags
-  - r-docopt
-  - r-dotcall64
-  - r-functional
-  - r-ggplot2
-  - r-gridextra
-  - r-logging
-  - r-mapproj
-  - r-maps
-  - r-multiapply
-  - r-ncdf4
-  - r-ncdf4.helpers
-  - r-pcict
-  - r-plyr
-  - r-rcolorbrewer
-  - r-rcpp
-  - r-s2dverification
-  - r-snow
-  - r-spei
-  - r-udunits2
-  - r-yaml
-# R packages needed for development
-  - r-git2r # dependency of lintr
-  - r-lintr==3.1.2
-  - r-styler==1.10.3
diff --git a/environments/analysis3/pixi.toml b/environments/analysis3/pixi.toml
index 7e46e5f..0a2acb4 100644
--- a/environments/analysis3/pixi.toml
+++ b/environments/analysis3/pixi.toml
@@ -20,9 +20,7 @@ analysis3 = ["default"]
 
 [tasks]
 ensure-locked = { cmd = "pixi lock --check", description = "Ensure the lockfile is up to date" }
-export-json = { cmd = "pixi list --json > solved.json", description = "Export the solved environment to JSON format" , depends-on = ["ensure-locked"] }
-create-backup-env = {cmd = "mv environment.yml environment.yml.bak", description = "Create a backup of the current environment.yml file", depends-on = ["export-json"] }
-rebuild-env = { cmd = "bash recreate-env-yml.sh", description = "Rebuild environment.yml from solved.json", depends-on = ["create-backup-env"] }
+rebuild-env = { cmd = "pixi workspace export conda-environment --from-lock-file", description = "Rebuild environment.yml from lock file", depends-on = ["ensure-locked"] }
 check-broken-packages = { cmd = "python3 check_broken_packages.py", description = "Check that broken-labelled packages in pixi.lock match pixi.toml declarations" }
 
 [dependencies]
diff --git a/environments/analysis3/recreate-env-yml.sh b/environments/analysis3/recreate-env-yml.sh
deleted file mode 100644
index c2333b8..0000000
--- a/environments/analysis3/recreate-env-yml.sh
+++ /dev/null
@@ -1,37 +0,0 @@
-#!/bin/bash -l
-set -e 
-
-(
-echo "name: analysis3"
-echo "channels:"
-echo "  - accessnri"
-echo "  - conda-forge"
-echo "  - nodefaults"
-echo "  - rapidsai"
-echo "  - pytorch"
-echo "  - nvidia"
-echo "  - conda-forge/label/broken"
-echo "dependencies:"
-
-# Conda packages
-jq -r '
-.[] 
-| select(.name | startswith("__") | not)
-| select(.name | startswith("_") | not)
-| select(.build != null)
-| "  - \(.name)=\(.version)=\(.build)"
-' solved.json
-
-echo "  - pip"
-echo "  - pip:"
-
-# Pip packages
-jq -r '
-.[] 
-| select(.name | startswith("__") | not)
-| select(.name | startswith("_") | not)
-| select(.build == null)
-| "    - \(.name | gsub("_"; "-"))==\(.version)"
-' solved.json
-
-) > environment.yml
\ No newline at end of file
diff --git a/environments/analysis3/solved.json b/environments/analysis3/solved.json
deleted file mode 100644
index ac8959c..0000000
--- a/environments/analysis3/solved.json
+++ /dev/null
@@ -1,48051 +0,0 @@
-[
-  {
-    "name": "_openmp_mutex",
-    "version": "4.5",
-    "build": "7_kmp_llvm",
-    "build_number": 7,
-    "size_bytes": 8244,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/conda-forge",
-    "license": "BSD-3-Clause",
-    "license_family": "BSD",
-    "is_explicit": false,
-    "md5": "887b70e1d607fba7957aa02f9ee0d939",
-    "sha256": "c0cddb66070dd6355311f7667ce2acccf70d1013edaa6e97f22859502fefdb22",
-    "arch": "x86_64",
-    "platform": "linux",
-    "subdir": "linux-64",
-    "timestamp": 1764092331208,
-    "noarch": null,
-    "file_name": "_openmp_mutex-4.5-7_kmp_llvm.conda",
-    "url": "https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-7_kmp_llvm.conda",
-    "index_url": null,
-    "requested_spec": null,
-    "constrains": [],
-    "depends": [
-      "llvm-openmp >=9.0.1"
-    ],
-    "track_features": []
-  },
-  {
-    "name": "_python_abi3_support",
-    "version": "1.0",
-    "build": "hd8ed1ab_2",
-    "build_number": 2,
-    "size_bytes": 8191,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/conda-forge",
-    "license": "MIT",
-    "license_family": "MIT",
-    "is_explicit": false,
-    "md5": "aaa2a381ccc56eac91d63b6c1240312f",
-    "sha256": "a3967b937b9abf0f2a99f3173fa4630293979bd1644709d89580e7c62a544661",
-    "arch": null,
-    "platform": null,
-    "subdir": "noarch",
-    "timestamp": 1744137672556,
-    "noarch": "generic",
-    "file_name": "_python_abi3_support-1.0-hd8ed1ab_2.conda",
-    "url": "https://conda.anaconda.org/conda-forge/noarch/_python_abi3_support-1.0-hd8ed1ab_2.conda",
-    "index_url": null,
-    "requested_spec": null,
-    "constrains": [],
-    "depends": [
-      "cpython",
-      "python-gil"
-    ],
-    "track_features": []
-  },
-  {
-    "name": "_r-mutex",
-    "version": "1.0.1",
-    "build": "anacondar_1",
-    "build_number": 1,
-    "size_bytes": 3566,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/conda-forge",
-    "license": "BSD",
-    "license_family": null,
-    "is_explicit": false,
-    "md5": "19f9db5f4f1b7f5ef5f6d67207f25f38",
-    "sha256": "e58f9eeb416b92b550e824bcb1b9fb1958dee69abfe3089dfd1a9173e3a0528a",
-    "arch": null,
-    "platform": null,
-    "subdir": "noarch",
-    "timestamp": 1562343890778,
-    "noarch": "generic",
-    "file_name": "_r-mutex-1.0.1-anacondar_1.tar.bz2",
-    "url": "https://conda.anaconda.org/conda-forge/noarch/_r-mutex-1.0.1-anacondar_1.tar.bz2",
-    "index_url": null,
-    "requested_spec": null,
-    "constrains": [],
-    "depends": [],
-    "track_features": []
-  },
-  {
-    "name": "_x86_64-microarch-level",
-    "version": "1",
-    "build": "4_level1",
-    "build_number": 4,
-    "size_bytes": 7902,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/conda-forge",
-    "license": "BSD-3-Clause",
-    "license_family": "BSD",
-    "is_explicit": false,
-    "md5": "27734571c37b81e1c9464d925fbd9d94",
-    "sha256": "a7110d0259d2d93f9b980fdee8a29b5bbcd8d31bee1e572abe2d7b415dff8844",
-    "arch": null,
-    "platform": null,
-    "subdir": "noarch",
-    "timestamp": 1781714818968,
-    "noarch": "generic",
-    "file_name": "_x86_64-microarch-level-1-4_level1.conda",
-    "url": "https://conda.anaconda.org/conda-forge/noarch/_x86_64-microarch-level-1-4_level1.conda",
-    "index_url": null,
-    "requested_spec": null,
-    "constrains": [],
-    "depends": [
-      "__archspec 1.* ^(core2|k10|nocona|x86_64|bulldozer|ivybridge|nehalem|piledriver|sandybridge|steamroller|westmere|x86_64_v2|broadwell|cannonlake|excavator|haswell|mic_knl|skylake|x86_64_v3|zen|zen2|zen3|cascadelake|icelake|sapphirerapids|skylake_avx512|x86_64_v4|zen4|zen5)$"
-    ],
-    "track_features": []
-  },
-  {
-    "name": "absl-py",
-    "version": "2.5.0",
-    "build": "pyhd8ed1ab_0",
-    "build_number": 0,
-    "size_bytes": 115188,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/conda-forge",
-    "license": "Apache-2.0",
-    "license_family": "Apache",
-    "is_explicit": false,
-    "md5": "1ec5202407b4006470f9a21c32c4b90c",
-    "sha256": "8b1aaa574e152570aed4b85d916f88a8dd92b69bb9409bd7fb2efc27659be1e6",
-    "arch": null,
-    "platform": null,
-    "subdir": "noarch",
-    "timestamp": 1783083260530,
-    "noarch": "python",
-    "file_name": "absl-py-2.5.0-pyhd8ed1ab_0.conda",
-    "url": "https://conda.anaconda.org/conda-forge/noarch/absl-py-2.5.0-pyhd8ed1ab_0.conda",
-    "index_url": null,
-    "requested_spec": null,
-    "constrains": [],
-    "depends": [
-      "python >=3.10"
-    ],
-    "track_features": []
-  },
-  {
-    "name": "access",
-    "version": "1.1.10.post3",
-    "build": "pyhd8ed1ab_0",
-    "build_number": 0,
-    "size_bytes": 33053,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/conda-forge",
-    "license": "BSD-3-Clause",
-    "license_family": "BSD",
-    "is_explicit": false,
-    "md5": "a331fcbcf574752a19ed96f6b6708c2d",
-    "sha256": "d6c0e8e70763d64ffff21f80fbbb411f34ca1c225ce01f22b67688d5b9ff2edc",
-    "arch": null,
-    "platform": null,
-    "subdir": "noarch",
-    "timestamp": 1765613718162,
-    "noarch": "python",
-    "file_name": "access-1.1.10.post3-pyhd8ed1ab_0.conda",
-    "url": "https://conda.anaconda.org/conda-forge/noarch/access-1.1.10.post3-pyhd8ed1ab_0.conda",
-    "index_url": null,
-    "requested_spec": null,
-    "constrains": [],
-    "depends": [
-      "geopandas >=1.0.1",
-      "numpy >=1.26.0",
-      "pandas >=2.1.0",
-      "python >=3.11",
-      "requests >=2",
-      "scipy >=1.14.1"
-    ],
-    "track_features": []
-  },
-  {
-    "name": "access-intake-esm",
-    "version": "2026.7.1",
-    "build": "py_0",
-    "build_number": 0,
-    "size_bytes": 38290,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/accessnri",
-    "license": "Apache Software",
-    "license_family": "APACHE",
-    "is_explicit": true,
-    "md5": "1c96562b327d29efcf7faca7e2daa7a4",
-    "sha256": "27259605c1319f579602b7b15c98ba6e47cb27c50a430c43abb6ca0ef483673b",
-    "arch": null,
-    "platform": null,
-    "subdir": "noarch",
-    "timestamp": 1782788860785,
-    "noarch": "python",
-    "file_name": "access-intake-esm-2026.7.1-py_0.conda",
-    "url": "https://conda.anaconda.org/accessnri/noarch/access-intake-esm-2026.7.1-py_0.conda",
-    "index_url": null,
-    "requested_spec": "version===2026.7.1 channel=accessnri",
-    "constrains": [],
-    "depends": [
-      "dask >=2024.12",
-      "fastprogress >=1.0.0,<1.1.0",
-      "fsspec >=2024.12",
-      "intake >=2.0.0",
-      "itables",
-      "netcdf4 >=1.5.5",
-      "pandas >=2.1.0,<3.0.0",
-      "polars >=1.24.0",
-      "pydantic >=2.0",
-      "pydap !=3.5.5",
-      "python >=3.10",
-      "requests >=2.24.0",
-      "xarray >=2024.10",
-      "zarr >=2.12,!=3.0.*"
-    ],
-    "track_features": []
-  },
-  {
-    "name": "access-intake-utils",
-    "version": "0.1.7",
-    "build": "py_0",
-    "build_number": 0,
-    "size_bytes": 19233,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/accessnri",
-    "license": "Apache Software",
-    "license_family": "APACHE",
-    "is_explicit": true,
-    "md5": "8d390d5826adaa72713e45e07019a0e0",
-    "sha256": "cf8362ce7c630ebbe99dcfc4aa19cd3da14f9ba65e81786c6306b440682829c5",
-    "arch": null,
-    "platform": null,
-    "subdir": "noarch",
-    "timestamp": 1747809369509,
-    "noarch": "python",
-    "file_name": "access-intake-utils-0.1.7-py_0.tar.bz2",
-    "url": "https://conda.anaconda.org/accessnri/noarch/access-intake-utils-0.1.7-py_0.tar.bz2",
-    "index_url": null,
-    "requested_spec": "version===0.1.7 channel=accessnri",
-    "constrains": [],
-    "depends": [
-      "netcdf4",
-      "numpy",
-      "python >=3.10",
-      "tabulate",
-      "xarray"
-    ],
-    "track_features": []
-  },
-  {
-    "name": "access-med-tools",
-    "version": "0.1.23",
-    "build": "pypy_0",
-    "build_number": 0,
-    "size_bytes": 46216,
-    "kind": "conda",
-    "source": "https://conda.anaconda.org/accessnri",
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