diff --git a/poetry.lock b/poetry.lock
index 1503de2..07dadff 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -164,6 +164,44 @@ files = [
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
+[[package]]
+name = "boto3"
+version = "1.38.7"
+description = "The AWS SDK for Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "boto3-1.38.7-py3-none-any.whl", hash = "sha256:c548983189b0a88f09cd4c572519b1923695b25cd877def58b61e03f41a6fd96"},
+    {file = "boto3-1.38.7.tar.gz", hash = "sha256:0269f793f0affc646b95c2cd12d42a4db49d5f30ef1073f616a112a384933f8e"},
+]
+
+[package.dependencies]
+botocore = ">=1.38.7,<1.39.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.12.0,<0.13.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
+name = "botocore"
+version = "1.38.7"
+description = "Low-level, data-driven core of boto 3."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "botocore-1.38.7-py3-none-any.whl", hash = "sha256:a002ec18cc02c4b039d20c39ca88ecf2fdb9533c0a5f3670e8c0fcdd3ee4a045"},
+    {file = "botocore-1.38.7.tar.gz", hash = "sha256:5c6df7171390437683072aadc0d2dfbcbfa72df52a134a5d4bed811ed214c3df"},
+]
+
+[package.dependencies]
+jmespath = ">=0.7.1,<2.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
+
+[package.extras]
+crt = ["awscrt (==0.23.8)"]
+
 [[package]]
 name = "cachetools"
 version = "5.5.2"
@@ -722,6 +760,17 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jmespath"
+version = "1.0.1"
+description = "JSON Matching Expressions"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
+    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+]
+
 [[package]]
 name = "jsonschema"
 version = "4.23.0"
@@ -1990,6 +2039,23 @@ files = [
     {file = "rpds_py-0.24.0.tar.gz", hash = "sha256:772cc1b2cd963e7e17e6cc55fe0371fb9c704d63e44cacec7b9b7f523b78919e"},
 ]
 
+[[package]]
+name = "s3transfer"
+version = "0.12.0"
+description = "An Amazon S3 Transfer Manager"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "s3transfer-0.12.0-py3-none-any.whl", hash = "sha256:35b314d7d82865756edab59f7baebc6b477189e6ab4c53050e28c1de4d9cce18"},
+    {file = "s3transfer-0.12.0.tar.gz", hash = "sha256:8ac58bc1989a3fdb7c7f3ee0918a66b160d038a147c7b5db1500930a607e9a1c"},
+]
+
+[package.dependencies]
+botocore = ">=1.37.4,<2.0a.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
+
 [[package]]
 name = "shapely"
 version = "2.0.7"
@@ -2490,4 +2556,4 @@ viz = ["cartopy", "matplotlib", "nc-time-axis", "seaborn"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "d964382c88d88a1b7d8058243af65114b8d5c91d9ffe812e444ac90afbfad60c"
+content-hash = "b9e4fadb8b990f694390b71fba2d17aa090a2db55e858bfb66adb20d72273277"
diff --git a/pyproject.toml b/pyproject.toml
index eeb2584..b6e5d21 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,6 +21,7 @@ streamlit = "^1.45.0"
 plotly = "^6.0.1"
 fsspec = "^2025.3.2"
 python-dotenv = "^1.1.0"
+boto3 = "^1.38.7"