diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 23af6525..55d7b5bb 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,7 +1,7 @@
 ---
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
+    rev: v5.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
@@ -12,12 +12,12 @@ repos:
       - id: check-ast
       - id: check-added-large-files
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.3.5
+    rev: v0.6.9
     hooks:
       - id: ruff
         args: [--fix]
   - repo: https://github.com/psf/black
-    rev: 24.3.0
+    rev: 24.8.0
     hooks:
       - id: black
         language_version: python3
@@ -27,18 +27,18 @@ repos:
       - id: blackdoc
         additional_dependencies: ["black[jupyter]"]
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: "v3.1.0"
+    rev: "v4.0.0-alpha.8"
     hooks:
       - id: prettier
         types_or: [yaml, html, css, scss, javascript, json] # markdown to avoid conflicts with mdformat
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.2.6
+    rev: v2.3.0
     hooks:
       - id: codespell
         types_or: [python, markdown, rst]
         additional_dependencies: [tomli]
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.15.2
+    rev: v3.17.0
     hooks:
       - id: pyupgrade
   - repo: https://github.com/MarcoGorelli/madforhooks
@@ -58,7 +58,7 @@ repos:
       - id: nbstripout
         args: [--keep-output]
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.8.5
+    rev: 1.8.7
     hooks:
       - id: nbqa-black
       - id: nbqa-ruff
diff --git a/disdrodb/tests/conftest.py b/disdrodb/tests/conftest.py
index 97e28bed..0263538c 100644
--- a/disdrodb/tests/conftest.py
+++ b/disdrodb/tests/conftest.py
@@ -151,7 +151,7 @@ def create_fake_raw_data_file(
     return str(filepath)
 
 
-@pytest.fixture()
+@pytest.fixture
 def create_test_config_files(request):  # noqa PT004
     """Create the specified config files into a temporary "test" directory.
 
diff --git a/disdrodb/tests/test_api/test_api_info.py b/disdrodb/tests/test_api/test_api_info.py
index a9284e1b..7e84b6f5 100644
--- a/disdrodb/tests/test_api/test_api_info.py
+++ b/disdrodb/tests/test_api/test_api_info.py
@@ -68,7 +68,7 @@
 # valid_filepath = VALID_FNAME
 
 
-@pytest.fixture()
+@pytest.fixture
 def valid_filepath(tmp_path):
     # Create a valid filepath for testing
     filepath = tmp_path / VALID_FNAME
@@ -76,7 +76,7 @@ def valid_filepath(tmp_path):
     return str(filepath)
 
 
-@pytest.fixture()
+@pytest.fixture
 def invalid_filepath(tmp_path):
     # Create an invalid filepath for testing
     filepath = tmp_path / INVALID_FNAME
diff --git a/disdrodb/tests/test_l0/test_l0b_processing.py b/disdrodb/tests/test_l0/test_l0b_processing.py
index 89ad123a..6a751c65 100644
--- a/disdrodb/tests/test_l0/test_l0b_processing.py
+++ b/disdrodb/tests/test_l0/test_l0b_processing.py
@@ -474,7 +474,7 @@ def test__convert_object_variables_to_string():
     assert ds["b"].dtype == "float"
 
 
-@pytest.fixture()
+@pytest.fixture
 def encoding_dict_1():
     # create a test encoding dictionary
     return {
@@ -484,7 +484,7 @@ def encoding_dict_1():
     }
 
 
-@pytest.fixture()
+@pytest.fixture
 def encoding_dict_2():
     # create a test encoding dictionary
     return {
@@ -494,7 +494,7 @@ def encoding_dict_2():
     }
 
 
-@pytest.fixture()
+@pytest.fixture
 def ds():
     # create a test xr.Dataset
     data = {
diff --git a/disdrodb/tests/test_utils/test_utils_logger.py b/disdrodb/tests/test_utils/test_utils_logger.py
index d9438935..f2840d85 100644
--- a/disdrodb/tests/test_utils/test_utils_logger.py
+++ b/disdrodb/tests/test_utils/test_utils_logger.py
@@ -116,7 +116,7 @@ def test_define_summary_log_when_no_problems(tmp_path):
     assert not os.path.exists(problem_log_path)
 
 
-@pytest.fixture()
+@pytest.fixture
 def test_logger():
     logger = logging.getLogger("test_logger")
     logger.setLevel(logging.DEBUG)  # Capture all log levels
@@ -155,7 +155,7 @@ def test_log_error(caplog, test_logger, capfd):
     assert " - Error message" in out
 
 
-@pytest.fixture()
+@pytest.fixture
 def log_environment(tmp_path):
     processed_dir = tmp_path / "processed"
     os.makedirs(processed_dir, exist_ok=True)
diff --git a/docs/source/tutorials/.gitkeep b/docs/source/tutorials/.gitkeep
index 139597f9..e69de29b 100644
--- a/docs/source/tutorials/.gitkeep
+++ b/docs/source/tutorials/.gitkeep
@@ -1,2 +0,0 @@
-
-
diff --git a/tutorials/reader_preparation.ipynb b/tutorials/reader_preparation.ipynb
index b47cf41d..8c5a1736 100644
--- a/tutorials/reader_preparation.ipynb
+++ b/tutorials/reader_preparation.ipynb
@@ -819,7 +819,7 @@
     "df_raw = read_raw_file(filepath, column_names=None, reader_kwargs=reader_kwargs)\n",
     "# Print the dataframe\n",
     "print(f\"Dataframe for the file {os.path.basename(filepath)} :\")\n",
-    "display(df_raw)  # noqa F821"
+    "display(df_raw)"
    ]
   },
   {
@@ -2432,7 +2432,7 @@
     "    verbose=verbose,\n",
     "    df_sanitizer_fun=df_sanitizer_fun,\n",
     ")\n",
-    "display(df)  # noqa F821"
+    "display(df)"
    ]
   },
   {