diff --git a/CHANGELOG.md b/CHANGELOG.md
index 24f141b..8f218bb 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,8 @@
  - support for python 3.12
  - custom [retry](https://urllib3.readthedocs.io/en/latest/reference/urllib3.util.html#urllib3.util.Retry) configuration
  - start and end timestamp meta information of the client are now datetime objects
+ - accept shapely Polygon and MultiPolygon for `bpolys` input parameter
+ - if a request fails a bash script containing the respective `curl` command is logged (if possible). This allows for easier debugging and sharing of failed requests.
 
 ### Removed
 
diff --git a/ohsome/clients.py b/ohsome/clients.py
index 23bc061..6ebfcc9 100644
--- a/ohsome/clients.py
+++ b/ohsome/clients.py
@@ -5,11 +5,14 @@
 import datetime as dt
 import json
 from pathlib import Path
-from typing import Union, Optional
+from typing import Union, Optional, List
 from urllib.parse import urljoin
 import datetime as dt
 
+import geopandas as gpd
+import pandas as pd
 import requests
+import shapely
 from requests import Session
 from requests.adapters import HTTPAdapter
 from requests.exceptions import RetryError
@@ -235,22 +238,53 @@ def __init__(
 
     def post(
         self,
-        bboxes=None,
-        bcircles=None,
-        bpolys=None,
-        time=None,
-        filter=None,
-        filter2=None,
-        format=None,
-        showMetadata=None,
-        timeout=None,
-        groupByKey=None,
-        groupByKeys=None,
-        groupByValues=None,
-        properties=None,
-        clipGeometry=None,
-        endpoint=None,
-    ):
+        bboxes: Optional[
+            Union[
+                str,
+                dict,
+                pd.DataFrame,
+                List[str],
+                List[float],
+                List[List[str]],
+                List[List[float]],
+            ]
+        ] = None,
+        bcircles: Optional[
+            Union[
+                str,
+                List[str],
+                List[float],
+                List[List[str]],
+                List[List[float]],
+                dict,
+                gpd.GeoDataFrame,
+                pd.DataFrame,
+            ]
+        ] = None,
+        bpolys: Optional[
+            Union[
+                gpd.GeoDataFrame,
+                gpd.GeoSeries,
+                shapely.Polygon,
+                shapely.MultiPolygon,
+                str,
+            ]
+        ] = None,
+        time: Optional[
+            Union[str, dt.datetime, dt.date, list, pd.DatetimeIndex, pd.Series]
+        ] = None,
+        filter: Optional[str] = None,
+        filter2: Optional[str] = None,
+        format: Optional[str] = None,
+        showMetadata: Optional[bool] = None,
+        timeout: Optional[int] = None,
+        groupByKey: Optional[str] = None,
+        groupByKeys: Optional[Union[str, List[str]]] = None,
+        groupByValues: Optional[Union[str, List[str]]] = None,
+        properties: Optional[Union[str, List[str]]] = None,
+        clipGeometry: Optional[bool] = None,
+        endpoint: Optional[str] = None,
+    ) -> OhsomeResponse:
         """
         Sends request to ohsome API
 
@@ -267,7 +301,7 @@ def post(
         - pandas.DataFrame with columns 'lon', 'lat' and 'radius'
         - geopandas.GeoDataFrame with geometry column with Point geometries only and a column 'radius'.
 
-        :param bpolys: Polygons given as geopandas.GeoDataFrame, GeoJSON FeatureCollection or str
+        :param bpolys: Polygons given as geopandas.GeoDataFrame, geopandas.GeoSeries, shapely.Polygon, shapely.MultiPolygon, GeoJSON FeatureCollection or str
         e.g. "8.65821,49.41129,8.65821,49.41825,8.70053,8.65821|8.67817,49.42147,8.67817,49.4342,8.67817"
 
         :param time: One or more ISO-8601 conform timestring(s) given as str, list, pandas.Series, pandas.DateTimeIndex,
diff --git a/ohsome/exceptions.py b/ohsome/exceptions.py
index e5725fb..efc38d1 100644
--- a/ohsome/exceptions.py
+++ b/ohsome/exceptions.py
@@ -7,6 +7,8 @@
 import json
 from pathlib import Path
 
+from curlify2 import Curlify
+
 
 class OhsomeException(Exception):
     """Exception to handle ohsome API errors"""
@@ -33,8 +35,17 @@ def log(self, log_dir: Path):
         self.log_bpolys(log_dir, log_file_name)
         self.log_parameter(log_dir, log_file_name)
         if self.response is not None:
+            self.log_curl(log_dir, log_file_name)
             self.log_response(log_dir, log_file_name)
 
+    def log_curl(self, log_dir: Path, log_file_name: str) -> None:
+        """Log the respective curl command for the request for easy debugging and sharing."""
+        log_file = log_dir / f"{log_file_name}_curl.sh"
+        curl = Curlify(self.response.request)
+        curl_command = curl.to_curl()
+        with log_file.open(mode="w") as dst:
+            dst.write(curl_command)
+
     def log_response(self, log_dir: Path, log_file_name: str):
         """
         Log raw response. This may duplicate much data but is helpful for debugging to know the exact raw answer by the
diff --git a/ohsome/helper.py b/ohsome/helper.py
index ae4e2c0..57dc257 100644
--- a/ohsome/helper.py
+++ b/ohsome/helper.py
@@ -4,12 +4,14 @@
 """Ohsome utility functions"""
 
 import datetime
+import json
 import re
-from typing import Tuple
+from typing import Tuple, Union, List
 
 import geopandas as gpd
 import numpy as np
 import pandas as pd
+import shapely
 
 from ohsome import OhsomeException
 
@@ -73,7 +75,18 @@ def format_boundary(params: dict) -> dict:
     return params
 
 
-def format_bcircles(bcircles):
+def format_bcircles(
+    bcircles: Union[
+        str,
+        List[str],
+        List[float],
+        List[List[str]],
+        List[List[float]],
+        dict,
+        gpd.GeoDataFrame,
+        pd.DataFrame,
+    ]
+) -> str:
     """
     Formats bcircles parameter to comply with ohsome API
     :param
@@ -103,9 +116,12 @@ def format_bcircles(bcircles):
             ]
         )
     elif isinstance(bcircles, gpd.GeoDataFrame):
-        if bcircles.geometry.geom_type.unique() != ["Point"]:
+        if (bcircles.geometry.geom_type.unique() != ["Point"]) or (
+            "radius" not in bcircles.columns
+        ):
             raise OhsomeException(
-                message="The geometry of the 'bcircles' GeoDataFrame may only include 'Point' geometry types."
+                message="The geometry of the 'bcircles' GeoDataFrame may only include 'Point' geometry types and "
+                "requires a 'radius' column."
             )
         formatted = bcircles.apply(
             lambda r: f"{int(r.name)}:{r.geometry.x},{r.geometry.y},{r['radius']}",
@@ -127,7 +143,17 @@ def format_bcircles(bcircles):
         raise OhsomeException(message="'bcircles' parameter has invalid format.")
 
 
-def format_bboxes(bboxes):
+def format_bboxes(
+    bboxes: Union[
+        str,
+        dict,
+        pd.DataFrame,
+        List[str],
+        List[float],
+        List[List[str]],
+        List[List[float]],
+    ]
+) -> str:
     """
     Formats bboxes parameter to comply with ohsome API
     :param
@@ -177,17 +203,31 @@ def format_bboxes(bboxes):
         )
 
 
-def format_bpolys(bpolys):
+def format_bpolys(
+    bpolys: Union[gpd.GeoDataFrame, shapely.Polygon, shapely.MultiPolygon, str]
+) -> str:
     """
     Formats bpolys parameter to comply with ohsome API
     :param
     bpolys: Polygons given as geopandas.GeoDataFrame or string formatted as GeoJSON FeatureCollection.
     :return:
     """
-    if isinstance(bpolys, gpd.GeoDataFrame):
+    if isinstance(bpolys, gpd.GeoDataFrame) or isinstance(bpolys, gpd.GeoSeries):
         return bpolys.to_json(na="drop")
+    elif isinstance(bpolys, shapely.Polygon) or isinstance(
+        bpolys, shapely.MultiPolygon
+    ):
+        return format_bpolys(gpd.GeoDataFrame(geometry=[bpolys]))
+    elif isinstance(bpolys, str):
+        try:
+            return format_bpolys(gpd.GeoDataFrame.from_features(json.loads(bpolys)))
+        except Exception as e:
+            raise OhsomeException(message="Invalid geojson.") from e
     else:
-        return bpolys
+        raise OhsomeException(
+            message="bpolys must be a geojson string, a shapely polygonal object or a geopandas "
+            "object"
+        )
 
 
 def format_list_parameters(parameters: dict) -> dict:
diff --git a/ohsome/test/cassettes/test_client/test_check_time_parameter_datetime.yaml b/ohsome/test/cassettes/test_client/test_check_time_parameter_datetime.yaml
index 4666000..86751af 100644
--- a/ohsome/test/cassettes/test_client/test_check_time_parameter_datetime.yaml
+++ b/ohsome/test/cassettes/test_client/test_check_time_parameter_datetime.yaml
@@ -43,7 +43,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:23 GMT
+      - Fri, 17 Nov 2023 15:37:04 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_check_time_parameter_list.yaml b/ohsome/test/cassettes/test_client/test_check_time_parameter_list.yaml
index af18d88..bfb2f4c 100644
--- a/ohsome/test/cassettes/test_client/test_check_time_parameter_list.yaml
+++ b/ohsome/test/cassettes/test_client/test_check_time_parameter_list.yaml
@@ -44,7 +44,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:23 GMT
+      - Fri, 17 Nov 2023 15:37:04 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_end_timestamp_as_time_input.yaml b/ohsome/test/cassettes/test_client/test_end_timestamp_as_time_input.yaml
index 099f942..ef39cb8 100644
--- a/ohsome/test/cassettes/test_client/test_end_timestamp_as_time_input.yaml
+++ b/ohsome/test/cassettes/test_client/test_end_timestamp_as_time_input.yaml
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:26 GMT
+      - Fri, 17 Nov 2023 15:37:06 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_format_bboxes_dataframe.yaml b/ohsome/test/cassettes/test_client/test_format_bboxes_dataframe.yaml
index ef04d0f..4702274 100644
--- a/ohsome/test/cassettes/test_client/test_format_bboxes_dataframe.yaml
+++ b/ohsome/test/cassettes/test_client/test_format_bboxes_dataframe.yaml
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:32 GMT
+      - Fri, 17 Nov 2023 15:37:13 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_format_bboxes_list.yaml b/ohsome/test/cassettes/test_client/test_format_bboxes_list.yaml
index d4be934..cda57d1 100644
--- a/ohsome/test/cassettes/test_client/test_format_bboxes_list.yaml
+++ b/ohsome/test/cassettes/test_client/test_format_bboxes_list.yaml
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:32 GMT
+      - Fri, 17 Nov 2023 15:37:13 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -99,7 +99,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:34 GMT
+      - Fri, 17 Nov 2023 15:37:14 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -156,7 +156,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:34 GMT
+      - Fri, 17 Nov 2023 15:37:14 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -213,7 +213,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:36 GMT
+      - Fri, 17 Nov 2023 15:37:16 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -270,7 +270,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:36 GMT
+      - Fri, 17 Nov 2023 15:37:16 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_format_bcircles_dataframe.yaml b/ohsome/test/cassettes/test_client/test_format_bcircles_dataframe.yaml
index e841da2..e44fe91 100644
--- a/ohsome/test/cassettes/test_client/test_format_bcircles_dataframe.yaml
+++ b/ohsome/test/cassettes/test_client/test_format_bcircles_dataframe.yaml
@@ -45,7 +45,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:26 GMT
+      - Fri, 17 Nov 2023 15:37:06 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_format_bcircles_list.yaml b/ohsome/test/cassettes/test_client/test_format_bcircles_list.yaml
index 75564e6..f48fd95 100644
--- a/ohsome/test/cassettes/test_client/test_format_bcircles_list.yaml
+++ b/ohsome/test/cassettes/test_client/test_format_bcircles_list.yaml
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:27 GMT
+      - Fri, 17 Nov 2023 15:37:08 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -102,7 +102,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:27 GMT
+      - Fri, 17 Nov 2023 15:37:08 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -159,7 +159,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:29 GMT
+      - Fri, 17 Nov 2023 15:37:09 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -216,7 +216,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:29 GMT
+      - Fri, 17 Nov 2023 15:37:09 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_format_bcircles_geodataframe.yaml b/ohsome/test/cassettes/test_client/test_format_bcircles_pandas.yaml
similarity index 98%
rename from ohsome/test/cassettes/test_client/test_format_bcircles_geodataframe.yaml
rename to ohsome/test/cassettes/test_client/test_format_bcircles_pandas.yaml
index 5d21cf5..ba88e8b 100644
--- a/ohsome/test/cassettes/test_client/test_format_bcircles_geodataframe.yaml
+++ b/ohsome/test/cassettes/test_client/test_format_bcircles_pandas.yaml
@@ -51,7 +51,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:31 GMT
+      - Fri, 17 Nov 2023 15:37:11 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_format_bpolys.yaml b/ohsome/test/cassettes/test_client/test_format_bpolys.yaml
index 50027e8..a1a74bb 100644
--- a/ohsome/test/cassettes/test_client/test_format_bpolys.yaml
+++ b/ohsome/test/cassettes/test_client/test_format_bpolys.yaml
@@ -1,6 +1,6 @@
 interactions:
 - request:
-    body: bpolys=%7B%22type%22%3A+%22FeatureCollection%22%2C+%22features%22%3A+%5B%7B%22id%22%3A+%220%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.695077896118164%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.408711468953854%5D%5D%5D%7D%7D%2C+%7B%22id%22%3A+%221%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.677010536193848%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.41370947536709%5D%5D%5D%7D%7D%5D%7D&time=2018-01-01&filter=amenity%3Drestaurant+and+type%3Anode
+    body: bpolys=%7B%22type%22%3A+%22FeatureCollection%22%2C+%22features%22%3A+%5B%7B%22id%22%3A+%220%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%22id%22%3A+%220%22%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.695077896118164%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.408711468953854%5D%5D%5D%7D%7D%2C+%7B%22id%22%3A+%221%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%22id%22%3A+%221%22%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.677010536193848%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.41370947536709%5D%5D%5D%7D%7D%5D%7D&time=2018-01-01&filter=amenity%3Drestaurant+and+type%3Anode
     headers:
       Accept:
       - '*/*'
@@ -9,7 +9,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '975'
+      - '1013'
       Content-Type:
       - application/x-www-form-urlencoded
       user-agent:
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:31 GMT
+      - Fri, 17 Nov 2023 15:37:11 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_post_with_endpoint_string.yaml b/ohsome/test/cassettes/test_client/test_post_with_endpoint_string.yaml
index 35e399e..ba1c230 100644
--- a/ohsome/test/cassettes/test_client/test_post_with_endpoint_string.yaml
+++ b/ohsome/test/cassettes/test_client/test_post_with_endpoint_string.yaml
@@ -50,7 +50,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:28:37 GMT
+      - Fri, 17 Nov 2023 15:37:17 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
@@ -115,7 +115,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:28:37 GMT
+      - Fri, 17 Nov 2023 15:37:17 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_client/test_user_agent.yaml b/ohsome/test/cassettes/test_client/test_user_agent.yaml
index 6b0bef1..639317f 100644
--- a/ohsome/test/cassettes/test_client/test_user_agent.yaml
+++ b/ohsome/test/cassettes/test_client/test_user_agent.yaml
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:22 GMT
+      - Fri, 17 Nov 2023 15:37:03 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_exceptions/test_disable_logging.yaml b/ohsome/test/cassettes/test_exceptions/test_disable_logging.yaml
index 21d9dc8..2c98cf0 100644
--- a/ohsome/test/cassettes/test_exceptions/test_disable_logging.yaml
+++ b/ohsome/test/cassettes/test_exceptions/test_disable_logging.yaml
@@ -18,7 +18,7 @@ interactions:
     uri: https://api.ohsome.org/v1/elements/geometry
   response:
     body:
-      string: "{\n  \"timestamp\" : \"2023-11-17T11:28:39.812288772\",\n  \"status\"
+      string: "{\n  \"timestamp\" : \"2023-11-17T15:37:19.579114653\",\n  \"status\"
         : 413,\n  \"message\" : \"The given query is too large in respect to the given
         timeout. Please use a smaller region and/or coarser time period.\",\n  \"requestUrl\"
         : \"https://api.ohsome.org/v1/elements/geometry\"\n}"
@@ -44,7 +44,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:28:39 GMT
+      - Fri, 17 Nov 2023 15:37:19 GMT
       Server:
       - Apache
       Strict-Transport-Security:
diff --git a/ohsome/test/cassettes/test_exceptions/test_exception_connection_reset.yaml b/ohsome/test/cassettes/test_exceptions/test_exception_connection_reset.yaml
index 941d34c..5d557c9 100644
--- a/ohsome/test/cassettes/test_exceptions/test_exception_connection_reset.yaml
+++ b/ohsome/test/cassettes/test_exceptions/test_exception_connection_reset.yaml
@@ -1,6 +1,6 @@
 interactions:
 - request:
-    body: bpolys=%7B%22type%22%3A+%22FeatureCollection%22%2C+%22features%22%3A+%5B%7B%22id%22%3A+%220%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.695077896118164%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.408711468953854%5D%5D%5D%7D%7D%2C+%7B%22id%22%3A+%221%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.677010536193848%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.41370947536709%5D%5D%5D%7D%7D%5D%7D&time=2018-01-01&filter=name%3DKrautturm+and+type%3Away
+    body: bpolys=%7B%22type%22%3A+%22FeatureCollection%22%2C+%22features%22%3A+%5B%7B%22id%22%3A+%220%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%22id%22%3A+%220%22%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.695077896118164%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.408711468953854%5D%5D%5D%7D%7D%2C+%7B%22id%22%3A+%221%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%22id%22%3A+%221%22%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.677010536193848%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.41370947536709%5D%5D%5D%7D%7D%5D%7D&time=2018-01-01&filter=name%3DKrautturm+and+type%3Away
     headers:
       Accept:
       - '*/*'
@@ -9,7 +9,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '970'
+      - '1008'
       Content-Type:
       - application/x-www-form-urlencoded
       user-agent:
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:47 GMT
+      - Fri, 17 Nov 2023 15:37:26 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_exceptions/test_exception_invalid_parameters.yaml b/ohsome/test/cassettes/test_exceptions/test_exception_invalid_parameters.yaml
index 627109b..e993adc 100644
--- a/ohsome/test/cassettes/test_exceptions/test_exception_invalid_parameters.yaml
+++ b/ohsome/test/cassettes/test_exceptions/test_exception_invalid_parameters.yaml
@@ -18,7 +18,7 @@ interactions:
     uri: https://api.ohsome.org/v1/elements/count/groupBy/tag
   response:
     body:
-      string: "{\n  \"timestamp\" : \"2023-11-17T11:28:47.569104003\",\n  \"status\"
+      string: "{\n  \"timestamp\" : \"2023-11-17T15:37:26.890336955\",\n  \"status\"
         : 400,\n  \"message\" : \"You need to give one groupByKey parameter, if you
         want to use groupBy/tag.\",\n  \"requestUrl\" : \"https://api.ohsome.org/v1/elements/count/groupBy/tag\"\n}"
     headers:
@@ -41,7 +41,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:47 GMT
+      - Fri, 17 Nov 2023 15:37:26 GMT
       Server:
       - Apache
       Strict-Transport-Security:
diff --git a/ohsome/test/cassettes/test_exceptions/test_invalid_url.yaml b/ohsome/test/cassettes/test_exceptions/test_invalid_url.yaml
index d54ba88..7881737 100644
--- a/ohsome/test/cassettes/test_exceptions/test_invalid_url.yaml
+++ b/ohsome/test/cassettes/test_exceptions/test_invalid_url.yaml
@@ -38,7 +38,7 @@ interactions:
       Content-Type:
       - text/html
       Date:
-      - Fri, 17 Nov 2023 11:28:39 GMT
+      - Fri, 17 Nov 2023 15:37:19 GMT
       ETag:
       - '"25c-5c7180820e5fc"'
       Keep-Alive:
diff --git a/ohsome/test/cassettes/test_exceptions/test_log_bpolys.yaml b/ohsome/test/cassettes/test_exceptions/test_log_bpolys.yaml
index 5201dff..36cbd89 100644
--- a/ohsome/test/cassettes/test_exceptions/test_log_bpolys.yaml
+++ b/ohsome/test/cassettes/test_exceptions/test_log_bpolys.yaml
@@ -1,6 +1,6 @@
 interactions:
 - request:
-    body: bpolys=%7B%22type%22%3A+%22FeatureCollection%22%2C+%22features%22%3A+%5B%7B%22id%22%3A+%220%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.695077896118164%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.408711468953854%5D%5D%5D%7D%7D%2C+%7B%22id%22%3A+%221%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.677010536193848%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.41370947536709%5D%5D%5D%7D%7D%5D%7D&time=2018-01-01&filter=amenity%3Drestaurant+and+type%3Anode&timeout=0.001
+    body: bpolys=%7B%22type%22%3A+%22FeatureCollection%22%2C+%22features%22%3A+%5B%7B%22id%22%3A+%220%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%22id%22%3A+%220%22%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.695077896118164%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.408711468953854%5D%2C+%5B8.699712753295898%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.41155955732304%5D%2C+%5B8.695077896118164%2C+49.408711468953854%5D%5D%5D%7D%7D%2C+%7B%22id%22%3A+%221%22%2C+%22type%22%3A+%22Feature%22%2C+%22properties%22%3A+%7B%22id%22%3A+%221%22%7D%2C+%22geometry%22%3A+%7B%22type%22%3A+%22Polygon%22%2C+%22coordinates%22%3A+%5B%5B%5B8.677010536193848%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.41370947536709%5D%2C+%5B8.682074546813965%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.416641030041134%5D%2C+%5B8.677010536193848%2C+49.41370947536709%5D%5D%5D%7D%7D%5D%7D&time=2018-01-01&filter=amenity%3Drestaurant+and+type%3Anode&timeout=0.001
     headers:
       Accept:
       - '*/*'
@@ -9,7 +9,7 @@ interactions:
       Connection:
       - keep-alive
       Content-Length:
-      - '989'
+      - '1027'
       Content-Type:
       - application/x-www-form-urlencoded
       user-agent:
@@ -18,7 +18,7 @@ interactions:
     uri: https://api.ohsome.org/v1/elements/count
   response:
     body:
-      string: "{\n  \"timestamp\" : \"2023-11-17T11:28:40.637302314\",\n  \"status\"
+      string: "{\n  \"timestamp\" : \"2023-11-17T15:37:20.131942698\",\n  \"status\"
         : 413,\n  \"message\" : \"The given query is too large in respect to the given
         timeout. Please use a smaller region and/or coarser time period.\",\n  \"requestUrl\"
         : \"https://api.ohsome.org/v1/elements/count\"\n}"
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:39 GMT
+      - Fri, 17 Nov 2023 15:37:20 GMT
       Server:
       - Apache
       Strict-Transport-Security:
diff --git a/ohsome/test/cassettes/test_exceptions/test_log_curl.yaml b/ohsome/test/cassettes/test_exceptions/test_log_curl.yaml
new file mode 100644
index 0000000..270b745
--- /dev/null
+++ b/ohsome/test/cassettes/test_exceptions/test_log_curl.yaml
@@ -0,0 +1,57 @@
+interactions:
+- request:
+    body: bboxes=8.67555%2C49.39885%2C8.69637%2C49.41122&timeout=0.001
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '60'
+      Content-Type:
+      - application/x-www-form-urlencoded
+      user-agent:
+      - ohsome-py/0.2.0
+    method: POST
+    uri: https://api.ohsome.org/v1/elements/count
+  response:
+    body:
+      string: "{\n  \"timestamp\" : \"2023-11-17T12:28:28.06766606\",\n  \"status\"
+        : 413,\n  \"message\" : \"The given query is too large in respect to the given
+        timeout. Please use a smaller region and/or coarser time period.\",\n  \"requestUrl\"
+        : \"https://api.ohsome.org/v1/elements/count\"\n}"
+    headers:
+      Access-Control-Allow-Credentials:
+      - 'true'
+      Access-Control-Allow-Headers:
+      - Origin,Accept,X-Requested-With,Content-Type,Access-Control-Request-Method,Access-Control-Request-Headers,Authorization
+      Access-Control-Allow-Methods:
+      - POST, GET
+      Access-Control-Allow-Origin:
+      - '*'
+      Access-Control-Max-Age:
+      - '3600'
+      Cache-Control:
+      - no-cache, no-store, must-revalidate
+      Connection:
+      - close
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Fri, 17 Nov 2023 12:28:27 GMT
+      Server:
+      - Apache
+      Strict-Transport-Security:
+      - max-age=63072000; includeSubdomains;
+      Transfer-Encoding:
+      - chunked
+      vary:
+      - accept-encoding
+    status:
+      code: 413
+      message: ''
+version: 1
diff --git a/ohsome/test/cassettes/test_exceptions/test_timeout_error.yaml b/ohsome/test/cassettes/test_exceptions/test_timeout_error.yaml
index 1795c1a..163c2f9 100644
--- a/ohsome/test/cassettes/test_exceptions/test_timeout_error.yaml
+++ b/ohsome/test/cassettes/test_exceptions/test_timeout_error.yaml
@@ -18,7 +18,7 @@ interactions:
     uri: https://api.ohsome.org/v1/elements/geometry
   response:
     body:
-      string: "{\n  \"timestamp\" : \"2023-11-17T11:28:39.141569932\",\n  \"status\"
+      string: "{\n  \"timestamp\" : \"2023-11-17T15:37:19.028799445\",\n  \"status\"
         : 413,\n  \"message\" : \"The given query is too large in respect to the given
         timeout. Please use a smaller region and/or coarser time period.\",\n  \"requestUrl\"
         : \"https://api.ohsome.org/v1/elements/geometry\"\n}"
@@ -44,7 +44,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:28:38 GMT
+      - Fri, 17 Nov 2023 15:37:19 GMT
       Server:
       - Apache
       Strict-Transport-Security:
diff --git a/ohsome/test/cassettes/test_response/test_contributions_centroid.yaml b/ohsome/test/cassettes/test_response/test_contributions_centroid.yaml
index 0a90ac6..851930f 100644
--- a/ohsome/test/cassettes/test_response/test_contributions_centroid.yaml
+++ b/ohsome/test/cassettes/test_response/test_contributions_centroid.yaml
@@ -46,7 +46,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:29:01 GMT
+      - Fri, 17 Nov 2023 15:37:41 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_contributions_latest.yaml b/ohsome/test/cassettes/test_response/test_contributions_latest.yaml
index ff9027b..fed5680 100644
--- a/ohsome/test/cassettes/test_response/test_contributions_latest.yaml
+++ b/ohsome/test/cassettes/test_response/test_contributions_latest.yaml
@@ -50,7 +50,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:29:01 GMT
+      - Fri, 17 Nov 2023 15:37:41 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elementsFullHistory_geometry.yaml b/ohsome/test/cassettes/test_response/test_elementsFullHistory_geometry.yaml
index 2a676f0..9794e29 100644
--- a/ohsome/test/cassettes/test_response/test_elementsFullHistory_geometry.yaml
+++ b/ohsome/test/cassettes/test_response/test_elementsFullHistory_geometry.yaml
@@ -50,7 +50,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:28:59 GMT
+      - Fri, 17 Nov 2023 15:37:39 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count.yaml b/ohsome/test/cassettes/test_response/test_elements_count.yaml
index 20b765e..f26a8e6 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count.yaml
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:49 GMT
+      - Fri, 17 Nov 2023 15:37:28 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary.yaml b/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary.yaml
index dc1d8b3..cf9a080 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary.yaml
@@ -45,7 +45,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:54 GMT
+      - Fri, 17 Nov 2023 15:37:35 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary_groupby_tag.yaml b/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary_groupby_tag.yaml
index ed05b48..de57016 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary_groupby_tag.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count_groupby_boundary_groupby_tag.yaml
@@ -45,7 +45,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:56 GMT
+      - Fri, 17 Nov 2023 15:37:35 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count_groupby_key.yaml b/ohsome/test/cassettes/test_response/test_elements_count_groupby_key.yaml
index 4bc8fea..463059d 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count_groupby_key.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count_groupby_key.yaml
@@ -50,7 +50,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:50 GMT
+      - Fri, 17 Nov 2023 15:37:30 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count_groupby_tag.yaml b/ohsome/test/cassettes/test_response/test_elements_count_groupby_tag.yaml
index bc5017e..2bb7b0e 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count_groupby_tag.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count_groupby_tag.yaml
@@ -128,7 +128,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:52 GMT
+      - Fri, 17 Nov 2023 15:37:32 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count_groupby_type.yaml b/ohsome/test/cassettes/test_response/test_elements_count_groupby_type.yaml
index 748ba3f..0ee0297 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count_groupby_type.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count_groupby_type.yaml
@@ -50,7 +50,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:54 GMT
+      - Fri, 17 Nov 2023 15:37:34 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count_ratio.yaml b/ohsome/test/cassettes/test_response/test_elements_count_ratio.yaml
index 1e8c9c8..fc55c5f 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count_ratio.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count_ratio.yaml
@@ -43,7 +43,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:56 GMT
+      - Fri, 17 Nov 2023 15:37:36 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_count_ratio_groupby_boundary.yaml b/ohsome/test/cassettes/test_response/test_elements_count_ratio_groupby_boundary.yaml
index 87837f7..6d5b0fa 100644
--- a/ohsome/test/cassettes/test_response/test_elements_count_ratio_groupby_boundary.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_count_ratio_groupby_boundary.yaml
@@ -50,7 +50,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:57 GMT
+      - Fri, 17 Nov 2023 15:37:37 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_density.yaml b/ohsome/test/cassettes/test_response/test_elements_density.yaml
index fc5fb0c..33d57ec 100644
--- a/ohsome/test/cassettes/test_response/test_elements_density.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_density.yaml
@@ -42,7 +42,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:49 GMT
+      - Fri, 17 Nov 2023 15:37:28 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_elements_geometry.yaml b/ohsome/test/cassettes/test_response/test_elements_geometry.yaml
index b9138aa..cb50762 100644
--- a/ohsome/test/cassettes/test_response/test_elements_geometry.yaml
+++ b/ohsome/test/cassettes/test_response/test_elements_geometry.yaml
@@ -79,7 +79,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:28:57 GMT
+      - Fri, 17 Nov 2023 15:37:37 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_empty_geodataframe.yaml b/ohsome/test/cassettes/test_response/test_empty_geodataframe.yaml
index b7cb90b..6c03783 100644
--- a/ohsome/test/cassettes/test_response/test_empty_geodataframe.yaml
+++ b/ohsome/test/cassettes/test_response/test_empty_geodataframe.yaml
@@ -41,7 +41,7 @@ interactions:
       Content-disposition:
       - attachment;filename=ohsome.geojson
       Date:
-      - Fri, 17 Nov 2023 11:29:03 GMT
+      - Fri, 17 Nov 2023 15:37:42 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_multi_index_false.yaml b/ohsome/test/cassettes/test_response/test_multi_index_false.yaml
index bc5017e..2bb7b0e 100644
--- a/ohsome/test/cassettes/test_response/test_multi_index_false.yaml
+++ b/ohsome/test/cassettes/test_response/test_multi_index_false.yaml
@@ -128,7 +128,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:52 GMT
+      - Fri, 17 Nov 2023 15:37:32 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_not_implemented_query.yaml b/ohsome/test/cassettes/test_response/test_not_implemented_query.yaml
index 4bc8fea..463059d 100644
--- a/ohsome/test/cassettes/test_response/test_not_implemented_query.yaml
+++ b/ohsome/test/cassettes/test_response/test_not_implemented_query.yaml
@@ -50,7 +50,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:50 GMT
+      - Fri, 17 Nov 2023 15:37:30 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/cassettes/test_response/test_users_timestamp.yaml b/ohsome/test/cassettes/test_response/test_users_timestamp.yaml
index 78c222a..7120779 100644
--- a/ohsome/test/cassettes/test_response/test_users_timestamp.yaml
+++ b/ohsome/test/cassettes/test_response/test_users_timestamp.yaml
@@ -43,7 +43,7 @@ interactions:
       Content-Type:
       - application/json
       Date:
-      - Fri, 17 Nov 2023 11:28:59 GMT
+      - Fri, 17 Nov 2023 15:37:39 GMT
       Keep-Alive:
       - timeout=5, max=100
       Server:
diff --git a/ohsome/test/data/polygons.geojson b/ohsome/test/data/polygons.geojson
index 5a25342..f208fc5 100644
--- a/ohsome/test/data/polygons.geojson
+++ b/ohsome/test/data/polygons.geojson
@@ -4,6 +4,7 @@
     {
       "type": "Feature",
       "properties": {},
+      "id": "0",
       "geometry": {
         "type": "Polygon",
         "coordinates": [
@@ -35,6 +36,7 @@
     {
       "type": "Feature",
       "properties": {},
+      "id": "1",
       "geometry": {
         "type": "Polygon",
         "coordinates": [
diff --git a/ohsome/test/test_client.py b/ohsome/test/test_client.py
index 7469dad..7bcd56d 100644
--- a/ohsome/test/test_client.py
+++ b/ohsome/test/test_client.py
@@ -144,9 +144,9 @@ def test_format_bcircles_list(base_client):
 
 
 @pytest.mark.vcr
-def test_format_bcircles_geodataframe(base_client):
+def test_format_bcircles_pandas(base_client):
     """
-    Test whether a GeoDataFrame object given as 'bcircles' is formatted correctly.
+    Test whether a pandas.DataFrame object given as 'bcircles' is formatted correctly.
     :return:
     """
     bcircles = gpd.read_file(f"{script_path}/data/points.geojson")
@@ -175,8 +175,8 @@ def test_format_bcircles_geodataframe_geometry_error(base_client):
             bcircles=bcircles, time=time, filter=fltr
         )
     assert (
-        "The geometry of the 'bcircles' GeoDataFrame may only include 'Point' geometry types."
-        in e_info.value.message
+        "The geometry of the 'bcircles' GeoDataFrame may only include 'Point' geometry types and requires a 'radius' "
+        "column." in e_info.value.message
     )
     del client
 
@@ -251,17 +251,11 @@ def test_format_bboxes_geodataframe(base_client):
     client = base_client
     with pytest.raises(ohsome.OhsomeException) as e_info:
         client.elements.count.post(bboxes=data, time=time, filter=fltr)
-    if "occurred at index 0" in e_info.value.message:
-        # Python 3.6 does some weird stuff with the output. So it differs a bit.
-        assert (
-            "Column ('minx', 'occurred at index 0') is missing in the dataframe provided as 'bboxes'."
-            in e_info.value.message
-        )
-    else:
-        assert (
-            "Use the 'bpolys' parameter to specify the boundaries using a "
-            "geopandas.GeoDataFrame." in e_info.value.message
-        )
+
+    assert (
+        "Use the 'bpolys' parameter to specify the boundaries using a "
+        "geopandas.GeoDataFrame." in e_info.value.message
+    )
 
 
 @pytest.mark.vcr
diff --git a/ohsome/test/test_exceptions.py b/ohsome/test/test_exceptions.py
index 8787051..995f112 100644
--- a/ohsome/test/test_exceptions.py
+++ b/ohsome/test/test_exceptions.py
@@ -118,7 +118,12 @@ def test_log_bpolys(base_client_without_log, tmpdir):
         base_client_without_log.elements.count.post(
             bpolys=bpolys, time=time, filter=fltr, timeout=timeout
         )
-    log_file_patterns = ["ohsome_*_bpolys.geojson", "ohsome_*.json", "ohsome_*raw.txt"]
+    log_file_patterns = [
+        "ohsome_*_bpolys.geojson",
+        "ohsome_*_curl.sh",
+        "ohsome_*.json",
+        "ohsome_*raw.txt",
+    ]
     for p in log_file_patterns:
         log_file = list(Path(base_client_without_log.log_dir).glob(p))
         assert len(log_file) == 1, f"Log file {p} not found"
@@ -126,6 +131,33 @@ def test_log_bpolys(base_client_without_log, tmpdir):
         log_file[0].unlink()
 
 
+@pytest.mark.vcr
+def test_log_curl(base_client_without_log, tmpdir):
+    """
+    Test whether log file containing curl command is created when request fails
+    :return:
+    """
+
+    base_client_without_log.log = True
+    base_client_without_log.log_dir = tmpdir.mkdir("logs").strpath
+
+    bboxes = [8.67555, 49.39885, 8.69637, 49.41122]
+    timeout = 0.001
+
+    with pytest.raises(ohsome.OhsomeException):
+        base_client_without_log.elements.count.post(bboxes=bboxes, timeout=timeout)
+
+    log_file = list(Path(base_client_without_log.log_dir).glob("ohsome_*_curl.sh"))
+    with open(log_file[0]) as file:
+        assert file.read() == (
+            'curl -X POST -H "user-agent: ohsome-py/0.2.0" -H "Accept-Encoding: gzip, '
+            'deflate" -H "Accept: */*" -H "Connection: keep-alive" -H "Content-Length: 60" '
+            '-H "Content-Type: application/x-www-form-urlencoded" '
+            "-d 'bboxes=8.67555%2C49.39885%2C8.69637%2C49.41122&timeout=0.001' "
+            "https://api.ohsome.org/v1/elements/count"
+        )
+
+
 def test_metadata_invalid_baseurl(custom_client_with_wrong_url):
     """
     Throw exception if the ohsome API is not available
diff --git a/ohsome/test/test_helper.py b/ohsome/test/test_helper.py
index ca22f8b..bcbd531 100644
--- a/ohsome/test/test_helper.py
+++ b/ohsome/test/test_helper.py
@@ -3,19 +3,23 @@
 
 """Tests for utility functions"""
 import datetime
+import json
 import logging
 import os
 
 import numpy as np
 import pandas as pd
 import pytest
+from shapely import Polygon
 
+from ohsome import OhsomeException
 from ohsome.helper import (
     find_groupby_names,
     extract_error_message_from_invalid_json,
     format_time,
     convert_arrays,
     format_list_parameters,
+    format_bpolys,
 )
 
 script_path = os.path.dirname(os.path.realpath(__file__))
@@ -210,3 +214,24 @@ def test_format_list_parameters():
     output = format_list_parameters(method_input)
 
     assert output == expected_output
+
+
+def test_format_bpolys():
+    """Test if the formatting of bounding polys works correctly."""
+    with pytest.raises(OhsomeException) as e:
+        format_bpolys({})
+        assert (
+            e.value.message
+            == "bolys must be a geojson string, a shapely polygonal object or a geopandas object"
+        )
+
+    with open(f"{script_path}/data/polygons.geojson") as geojson:
+        json_str = geojson.read()
+        assert json.loads(format_bpolys(json_str)) == json.loads(json_str)
+
+    polygon = Polygon(((0.0, 0.0), (0.0, 1.0), (1.0, 1.0), (1.0, 0.0), (0.0, 0.0)))
+    assert format_bpolys(polygon) == (
+        '{"type": "FeatureCollection", "features": [{"id": "0", "type": "Feature", '
+        '"properties": {}, "geometry": {"type": "Polygon", "coordinates": [[[0.0, '
+        "0.0], [0.0, 1.0], [1.0, 1.0], [1.0, 0.0], [0.0, 0.0]]]}}]}"
+    )
diff --git a/poetry.lock b/poetry.lock
index 7362e71..da16bd2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -514,6 +514,17 @@ traitlets = ">=4"
 [package.extras]
 test = ["pytest"]
 
+[[package]]
+name = "curlify2"
+version = "2.0.0"
+description = "Library to convert python requests and httpx object to curl command."
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "curlify2-2.0.0-py3-none-any.whl", hash = "sha256:23878b13fa33ed92ae5dff0476e5b881b39fc79a5fcb37e6726f96239a136474"},
+    {file = "curlify2-2.0.0.tar.gz", hash = "sha256:6c3a98dc8603b76da990f58754b18ec4e9bfe5b881fc52d33ddf9d9096568809"},
+]
+
 [[package]]
 name = "debugpy"
 version = "1.8.0"
@@ -3005,4 +3016,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "a88b70fa86e8b500ab8e2ab90a07bbf00091c7dbfb75eaa1410c96ef8574aa71"
+content-hash = "1f9dcaf124ff252719359a924e1dc99c248a0839434b194fdaabda7c5662e65b"
diff --git a/pyproject.toml b/pyproject.toml
index b124e47..d3e96d2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,6 +14,7 @@ pandas = "^2.1.3"
 numpy = "^1.20.0"
 geopandas = "^0.14.1"
 urllib3 = "^2.1.0"
+curlify2 = "^2.0.0"
 
 [tool.poetry.group.test.dependencies]
 pytest = "^7.4.3"