diff --git a/poetry.lock b/poetry.lock
index 3101687..e7b1bfb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -282,6 +282,26 @@ files = [
     {file = "bids_validator-1.14.6.tar.gz", hash = "sha256:df2b6b5d1aaad61d34ccad0494f2ed73ce3082825ada31954c4e14c2538d485c"},
 ]
 
+[[package]]
+name = "boto3"
+version = "1.34.131"
+description = "The AWS SDK for Python"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "boto3-1.34.131-py3-none-any.whl", hash = "sha256:05e388cb937e82be70bfd7eb0c84cf8011ff35cf582a593873ac21675268683b"},
+    {file = "boto3-1.34.131.tar.gz", hash = "sha256:dab8f72a6c4e62b4fd70da09e08a6b2a65ea2115b27dd63737142005776ef216"},
+]
+
+[package.dependencies]
+botocore = ">=1.34.131,<1.35.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.10.0,<0.11.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
 [[package]]
 name = "botocore"
 version = "1.34.131"
@@ -322,6 +342,18 @@ termcolor = "*"
 [package.extras]
 all = ["coverage", "docopt", "mock", "nexus-sdk", "oyaml", "pytest", "pytest-runner", "requests", "toml"]
 
+[[package]]
+name = "cachetools"
+version = "5.4.0"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
+    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
+]
+
 [[package]]
 name = "certifi"
 version = "2024.7.4"
@@ -623,14 +655,14 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "dask"
-version = "2024.7.0"
+version = "2024.7.1"
 description = "Parallel PyData with Task Scheduling"
 category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "dask-2024.7.0-py3-none-any.whl", hash = "sha256:0f30f218a1fe1c8e9a6ba8add1207088ba9ff049098d4ea4ce045fd5ff7ca914"},
-    {file = "dask-2024.7.0.tar.gz", hash = "sha256:0060bae9a58b5b3ce7e0d97040e903b4d3db09ba49222101cfc40f9834a8a6bc"},
+    {file = "dask-2024.7.1-py3-none-any.whl", hash = "sha256:dd046840050376c317de90629db5c6197adda820176cf3e2df10c3219d11951f"},
+    {file = "dask-2024.7.1.tar.gz", hash = "sha256:dbaef2d50efee841a9d981a218cfeb50392fc9a95e0403b6d680450e4f50d531"},
 ]
 
 [package.dependencies]
@@ -648,7 +680,7 @@ array = ["numpy (>=1.21)"]
 complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
 dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=2.0)"]
 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.7.0)"]
+distributed = ["distributed (==2024.7.1)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
@@ -686,22 +718,34 @@ files = [
     {file = "datrie-0.8.2.tar.gz", hash = "sha256:525b08f638d5cf6115df6ccd818e5a01298cd230b2dac91c8ff2e6499d18765d"},
 ]
 
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "decorator-5.1.1-py3-none-any.whl", hash = "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"},
+    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+]
+
 [[package]]
 name = "distributed"
-version = "2024.7.0"
+version = "2024.7.1"
 description = "Distributed scheduler for Dask"
 category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "distributed-2024.7.0-py3-none-any.whl", hash = "sha256:7c9e84c121bb8cac28d7391857ca6555acbe5edfb707d3fb2f54d2c04a0bf751"},
-    {file = "distributed-2024.7.0.tar.gz", hash = "sha256:c8a1a71e14e73b340abee443ece5c8119465f97bdb8a00ff6933b945840a0052"},
+    {file = "distributed-2024.7.1-py3-none-any.whl", hash = "sha256:d5ac38d9682c191e6582c86ebf37c10d7adb60bf4a95048a05ae4fb0866119bc"},
+    {file = "distributed-2024.7.1.tar.gz", hash = "sha256:7bce7fa745163b55bdd67fd632b3edf57b31827640390b92d0ee3f73436429d3"},
 ]
 
 [package.dependencies]
 click = ">=8.0"
 cloudpickle = ">=1.5.0"
-dask = "2024.7.0"
+dask = "2024.7.1"
 jinja2 = ">=2.10.3"
 locket = ">=1.0.0"
 msgpack = ">=1.0.0"
@@ -1025,6 +1069,31 @@ files = [
     {file = "funcy-2.0.tar.gz", hash = "sha256:3963315d59d41c6f30c04bc910e10ab50a3ac4a225868bfa96feed133df075cb"},
 ]
 
+[[package]]
+name = "gcsfs"
+version = "2024.6.1"
+description = "Convenient Filesystem interface over GCS"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "gcsfs-2024.6.1-py2.py3-none-any.whl", hash = "sha256:13fd18095425e54e248870594fd155812723966b1bda3b102b3a5c44ec436a03"},
+    {file = "gcsfs-2024.6.1.tar.gz", hash = "sha256:e8858c7a893b2265e9bfce2fe270a024a2e348c74c23528801db388fc0224ed7"},
+]
+
+[package.dependencies]
+aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
+decorator = ">4.1.2"
+fsspec = "2024.6.1"
+google-auth = ">=1.2"
+google-auth-oauthlib = "*"
+google-cloud-storage = "*"
+requests = "*"
+
+[package.extras]
+crc = ["crcmod"]
+gcsfuse = ["fusepy"]
+
 [[package]]
 name = "gitdb"
 version = "4.0.11"
@@ -1059,15 +1128,242 @@ gitdb = ">=4.0.1,<5"
 doc = ["sphinx (==4.3.2)", "sphinx-autodoc-typehints", "sphinx-rtd-theme", "sphinxcontrib-applehelp (>=1.0.2,<=1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (>=2.0.0,<=2.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)"]
 test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions"]
 
+[[package]]
+name = "google-api-core"
+version = "2.19.1"
+description = "Google API client core library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-api-core-2.19.1.tar.gz", hash = "sha256:f4695f1e3650b316a795108a76a1c416e6afb036199d1c1f1f110916df479ffd"},
+    {file = "google_api_core-2.19.1-py3-none-any.whl", hash = "sha256:f12a9b8309b5e21d92483bbd47ce2c445861ec7d269ef6784ecc0ea8c1fa6125"},
+]
+
+[package.dependencies]
+google-auth = ">=2.14.1,<3.0.dev0"
+googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+proto-plus = ">=1.22.3,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
+requests = ">=2.18.0,<3.0.0.dev0"
+
+[package.extras]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+
+[[package]]
+name = "google-auth"
+version = "2.32.0"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google_auth-2.32.0-py2.py3-none-any.whl", hash = "sha256:53326ea2ebec768070a94bee4e1b9194c9646ea0c2bd72422785bd0f9abfad7b"},
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+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = ">=3.1.4,<5"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+
+[[package]]
+name = "google-auth-oauthlib"
+version = "1.2.1"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+
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+tool = ["click (>=6.0.0)"]
+
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+category = "main"
+optional = false
+python-versions = ">=3.7"
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+category = "main"
+optional = false
+python-versions = ">=3.7"
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+
+[[package]]
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+description = "Common protobufs used in Google APIs"
+category = "main"
+optional = false
+python-versions = ">=3.7"
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+
+[package.extras]
+grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+
 [[package]]
 name = "gradient-free-optimizers"
-version = "1.4.1"
+version = "1.5.0"
 description = ""
 category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [package.dependencies]
@@ -2292,6 +2588,23 @@ files = [
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 ]
 
+[[package]]
+name = "oauthlib"
+version = "3.2.2"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "oauthlib-3.2.2.tar.gz", hash = "sha256:9859c40929662bec5d64f34d01c99e093149682a3f38915dc0655d5a633dd918"},
+]
+
+[package.extras]
+rsa = ["cryptography (>=3.0.0)"]
+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
 [[package]]
 name = "ome-zarr"
 version = "0.9.0"
@@ -2650,6 +2963,45 @@ files = [
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "proto-plus"
+version = "1.24.0"
+description = "Beautiful, Pythonic protocol buffers."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+protobuf = ">=3.19.0,<6.0.0dev"
+
+[package.extras]
+testing = ["google-api-core (>=1.31.5)"]
+
+[[package]]
+name = "protobuf"
+version = "5.27.2"
+description = ""
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "protobuf-5.27.2-cp39-cp39-win_amd64.whl", hash = "sha256:7fc3add9e6003e026da5fc9e59b131b8f22b428b991ccd53e2af8071687b4fce"},
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+]
+
 [[package]]
 name = "psutil"
 version = "6.0.0"
@@ -2708,6 +3060,33 @@ files = [
 packaging = ">=22.0"
 typing-extensions = ">=3.10.0"
 
+[[package]]
+name = "pyasn1"
+version = "0.6.0"
+description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "pyasn1-0.6.0.tar.gz", hash = "sha256:3a35ab2c4b5ef98e17dfdec8ab074046fbda76e281c5a706ccd82328cfc8f64c"},
+]
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.4.0"
+description = "A collection of ASN.1-based protocols modules"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pyasn1_modules-0.4.0-py3-none-any.whl", hash = "sha256:be04f15b66c206eed667e0bb5ab27e2b1855ea54a842e5037738099e8ca4ae0b"},
+    {file = "pyasn1_modules-0.4.0.tar.gz", hash = "sha256:831dbcea1b177b28c9baddf4c6d1013c24c3accd14a1873fffaa6a2e905f17b6"},
+]
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.7.0"
+
 [[package]]
 name = "pybids"
 version = "0.16.5"
@@ -3071,6 +3450,25 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-oauthlib"
+version = "2.0.0"
+description = "OAuthlib authentication support for Requests."
+category = "main"
+optional = false
+python-versions = ">=3.4"
+files = [
+    {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
+    {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"},
+]
+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "reretry"
 version = "0.11.8"
@@ -3192,6 +3590,21 @@ files = [
     {file = "rpds_py-0.19.0.tar.gz", hash = "sha256:4fdc9afadbeb393b4bbbad75481e0ea78e4469f2e1d713a90811700830b553a9"},
 ]
 
+[[package]]
+name = "rsa"
+version = "4.9"
+description = "Pure-Python RSA implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6,<4"
+files = [
+    {file = "rsa-4.9-py3-none-any.whl", hash = "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7"},
+    {file = "rsa-4.9.tar.gz", hash = "sha256:e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21"},
+]
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
 [[package]]
 name = "ruamel-yaml"
 version = "0.18.6"
@@ -3292,6 +3705,24 @@ fsspec = ">=2024.6.0,<2024.7.0"
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
 boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"]
 
+[[package]]
+name = "s3transfer"
+version = "0.10.2"
+description = "An Amazon S3 Transfer Manager"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "s3transfer-0.10.2-py3-none-any.whl", hash = "sha256:eca1c20de70a39daee580aef4986996620f365c4e0fda6a86100231d62f1bf69"},
+    {file = "s3transfer-0.10.2.tar.gz", hash = "sha256:0711534e9356d3cc692fdde846b4a1e4b0cb6519971860796e6bc4c7aea00ef6"},
+]
+
+[package.dependencies]
+botocore = ">=1.33.2,<2.0a.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
+
 [[package]]
 name = "scikit-image"
 version = "0.24.0"
@@ -3735,6 +4166,43 @@ snakemake-interface-common = ">=1.12.0,<2.0.0"
 throttler = ">=1.2.2,<2.0.0"
 wrapt = ">=1.15.0,<2.0.0"
 
+[[package]]
+name = "snakemake-storage-plugin-gcs"
+version = "1.0.0"
+description = "A Snakemake storage plugin for Google Cloud Storage"
+category = "main"
+optional = false
+python-versions = "<4.0,>=3.11"
+files = [
+    {file = "snakemake_storage_plugin_gcs-1.0.0-py3-none-any.whl", hash = "sha256:0e52fca115a6be3cb1df6067e37a0d2e9ff440a9521391b7239ddb5217ea61aa"},
+    {file = "snakemake_storage_plugin_gcs-1.0.0.tar.gz", hash = "sha256:a5ca15813a74ae18d41cc5dbde0792e2ec5bfc32e8615d458b41dded1b430e14"},
+]
+
+[package.dependencies]
+google-cloud-storage = ">=2.12.0,<3.0.0"
+google-crc32c = ">=1.1.2,<2.0.0"
+snakemake-interface-common = ">=1.14.2,<2.0.0"
+snakemake-interface-storage-plugins = ">=3.0.0,<4.0.0"
+
+[[package]]
+name = "snakemake-storage-plugin-s3"
+version = "0.2.11"
+description = "A Snakemake storage plugin for S3 API storage (AWS S3, MinIO, etc.)"
+category = "main"
+optional = false
+python-versions = "<4.0,>=3.11"
+files = [
+    {file = "snakemake_storage_plugin_s3-0.2.11-py3-none-any.whl", hash = "sha256:b192e529a07d71188b02605ec630e240d54da83070e636dc3b77fb24d5c3803d"},
+    {file = "snakemake_storage_plugin_s3-0.2.11.tar.gz", hash = "sha256:edbac21ca22d2e674eaadf05f21c611891df37366d4fbd6a712d79172d788895"},
+]
+
+[package.dependencies]
+boto3 = ">=1.33,<2.0"
+botocore = ">=1.33,<2.0"
+snakemake-interface-common = ">=1.14.0,<2.0.0"
+snakemake-interface-storage-plugins = ">=3.2.2,<4.0.0"
+urllib3 = ">=2.0,<2.2"
+
 [[package]]
 name = "sortedcontainers"
 version = "2.4.0"
@@ -4051,21 +4519,39 @@ files = [
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
+[[package]]
+name = "universal-pathlib"
+version = "0.2.2"
+description = "pathlib api extended to use fsspec backends"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "universal_pathlib-0.2.2-py3-none-any.whl", hash = "sha256:9bc176112d593348bb29806a47e409eda78dff8d95391d66dd6f85e443aaa75d"},
+    {file = "universal_pathlib-0.2.2.tar.gz", hash = "sha256:6bc215548792ad5db3553708b1c19bafd9e2fa1667dc925ed404c95e52ae2f13"},
+]
+
+[package.dependencies]
+fsspec = ">=2022.1.0"
+
+[package.extras]
+dev = ["adlfs", "aiohttp", "cheroot", "gcsfs", "moto[s3,server] (<5)", "mypy (==1.8.0)", "packaging", "pydantic", "pydantic-settings", "pylint (==2.17.4)", "pytest (==8.0.0)", "pytest-cov (==4.1.0)", "pytest-mock (==3.12.0)", "pytest-sugar (==0.9.7)", "requests", "s3fs", "webdav4[fsspec]", "wsgidav"]
+tests = ["mypy (==1.8.0)", "packaging", "pylint (==2.17.4)", "pytest (==8.0.0)", "pytest-cov (==4.1.0)", "pytest-mock (==3.12.0)", "pytest-sugar (==0.9.7)"]
+
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.1.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.1.0-py3-none-any.whl", hash = "sha256:55901e917a5896a349ff771be919f8bd99aff50b79fe58fec595eb37bbc56bb3"},
+    {file = "urllib3-2.1.0.tar.gz", hash = "sha256:df7aa8afb0148fa78488e7899b2c59b5f4ffcfa82e6c54ccb9dd37c1d7b52d54"},
 ]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -4368,4 +4854,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11,<3.13"
-content-hash = "31d46a9e1628461909114a5ed1a05539fb6bd46abafdc64fcde8049677a3f720"
+content-hash = "358c9218204a215c1c3e4e6adb409ca9ef581668e5f752315050c5a31257d7a6"
diff --git a/pyproject.toml b/pyproject.toml
index 8d2c6bf..343a5dd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,6 +23,12 @@ numpy = "^1.26.4"
 zarrnii = "0.1.3a1"
 dask = "^2024.7.0"
 distributed = "^2024.7.0"
+snakemake-storage-plugin-s3 = "^0.2.11"
+snakemake-storage-plugin-gcs = "^1.0.0"
+gcsfs = "^2024.3.1"
+s3fs = "^2024.3.1"
+universal-pathlib = "^0.2.2"
+
 
 [build-system]
 requires = ["poetry-core"]