Fast and invisible: Conquering Subsurface Stormflowthrough an Interdisciplinary Multi-Site Approach

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Cite as:

<b>Black Forest - Multitracer Data.</b> (2026)

Resource Description

Title:

Black Forest - Multitracer Data

Short Name:

BF - Multitracer Data

FOR816dw ID:

795

Publication Date:

2026-07-20

Last Update Date:

2026-07-21

License and Usage Rights:

This dataset is licensed under the Creative Commons Attribution–NonCommercial 4.0 International (CC BY‑NC 4.0) license and may be shared or adapted with proper attribution, but not used for commercial purposes.

Temporal Coverage:

Begin:

2023-03-13

End:

2024-07-17

Geographic Coverage:

Geographic Description:

Marburg

Bounding Coordinates:
- lon/lat [degrees]
- WGS 84

		North:	Information not publicly available, please log in.				Max:	186.0 ( meter )
West:	Information not publicly available, please log in.			East:	Information not publicly available, please log in.		Elevation
		South:	Information not publicly available, please log in.				Min:	186.0 ( meter )

Dataset Owner(s):

Individual:

Jonas Pyschik

Contact:

Individual:

Alexey Kuleshov

Contact:

Individual:

Christina Fasching

Contact:

Individual:

Peter Chifflard

Contact:

Individual:

Luisa Hopp

Contact:

Individual:

Theresa Blume

Contact:

Individual:

Markus Weiler

Contact:

Abstract:

Authors of this dataset:<br/> 1. Jonas Pyschik (Department of Hydrology, Albert-Ludwigs-University of Freiburg, Freiburg im Breisgau, Germany)<br/> 2. Alexey Kuleshov (Department of Hydrology, University of Bayreuth, Bayreuth, Germany)<br/> 3. Christina Fasching (Department of Geography, Philipps-University Marburg, Marburg, Germany)<br/> 4. Peter Chifflard (Department of Geography, Philipps-University Marburg, Marburg, Germany)<br/> 5. Luisa Hopp (Department of Hydrology, University of Bayreuth, Bayreuth, Germany)<br/> 6. Theresa Blume (Section Hydrology, GFZ Helmholtz Centre for Geosciences, Potsdam, Germany)<br/> 7. Markus Weiler (Department of Hydrology, Albert-Ludwigs-University of Freiburg, Freiburg im Breisgau, Germany)

Additional Infos:

This dataset is licensed under the Creative Commons Attribution–NonCommercial 4.0 International (CC BY‑NC 4.0) license. It may be shared and adapted with proper attribution, but commercial use is not permitted. For details, see the full license text at https://creativecommons.org/licenses/by-nc/4.0/

Keywords:

| Schwarzwald |

Associated entities to this dataset:

-------- 1 . data table entity --------

Table Name:

Black Forest - Multitracer Data

Tech. Details ...

Attribute(s) ...

Attribute Name -- Attribute Label

Unit

Attribute definition

                                  
                                    eventdatetime
					--
					Datetime of specific event
                                  
                                  not mapped
                                  Use this when datetime column is not unique. (Same values can occur)
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Date time measured in format YYYY-MM-DD hh:mm
Description :	Date time measured in format YYYY-MM-DD hh:mm

                                  
                                    location
					--
					location
                                  
                                  no unit
                                  1 city (Loja or Zamora); 2 village (Corazon de Oro)
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	location custom name
Description :	location name

                                  
                                    delta_18o_permille
					--
					delta 18O [permille]
                                  
                                  Promille
                                  delta 18O [permille]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	delta 18O [permille]
Description :	delta 18O [permille]

                                  
                                    delta_2h_permille
					--
					delta 2H [permille]
                                  
                                  Promille
                                  delta 2H [permille]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	delta 2H [permille]
Description :	delta 2H [permille]

                                  
                                    deuterium_excess
					--
					Deuterium Excess
                                  
                                  Count
                                  Deuterium Excess
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Deuterium Excess
Description :	Deuterium Excess

                                  
                                    electrical_conductivity
					--
					Electrical Conductivity [μS/cm]
                                  
                                  Microsiemens per centimeter
                                  Electrical Conductivity [μS/cm]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Electrical Conductivity [μS/cm]
Description :	Electrical Conductivity [μS/cm]

                                  
                                    doc__mg_l
					--
					Dissolved Organic Carbon [mg/L]
                                  
                                  Milligram per liter
                                  Dissolved Organic Carbon [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Dissolved Organic Carbon [mg/L]
Description :	Dissolved Organic Carbon [mg/L]

                                  
                                    al__mg_l
					--
					Al [mg/L]
                                  
                                  Milligram per liter
                                  Al [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Al [mg/L]
Description :	Al [mg/L]

                                  
                                    ba__mg_l
					--
					Ba [mg/L]
                                  
                                  Milligram per liter
                                  Ba [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Ba [mg/L]
Description :	Ba [mg/L]

                                  
                                    ca__mg_l
					--
					Ca [mg/L]
                                  
                                  Milligram per liter
                                  Ca [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Ca [mg/L]
Description :	Ca [mg/L]

                                  
                                    fe__mg_l
					--
					Fe [mg/L]
                                  
                                  Milligram per liter
                                  Fe [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Fe [mg/L]
Description :	Fe [mg/L]

                                  
                                    in__mg_l
					--
					In [mg/L]
                                  
                                  Milligram per liter
                                  In [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	In [mg/L]
Description :	In [mg/L]

                                  
                                    k__mg_l
					--
					K [mg/L]
                                  
                                  Milligram per liter
                                  K [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	K [mg/L]
Description :	K [mg/L]

                                  
                                    mg__mg_l
					--
					Mg [mg/L]
                                  
                                  Milligram per liter
                                  Mg [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Mg [mg/L]
Description :	Mg [mg/L]

                                  
                                    mn__mg_l
					--
					Mn [mg/L]
                                  
                                  Milligram per liter
                                  Mn [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Mn [mg/L]
Description :	Mn [mg/L]

                                  
                                    na__mg_l
					--
					Na [mg/L]
                                  
                                  Milligram per liter
                                  Na [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Na [mg/L]
Description :	Na [mg/L]

                                  
                                    pb__mg_l
					--
					Pb [mg/L]
                                  
                                  Milligram per liter
                                  Pb [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Pb [mg/L]
Description :	Pb [mg/L]

                                  
                                    s__mg_l
					--
					S [mg/L]
                                  
                                  Milligram per liter
                                  S [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	S [mg/L]
Description :	S [mg/L]

                                  
                                    si__mg_l
					--
					Si [mg/L]
                                  
                                  Milligram per liter
                                  Si [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Si [mg/L]
Description :	Si [mg/L]

                                  
                                    sr__mg_l
					--
					Sr [mg/L]
                                  
                                  Milligram per liter
                                  Sr [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Sr [mg/L]
Description :	Sr [mg/L]

                                  
                                    tl__mg_l
					--
					Tl [mg/L]
                                  
                                  Milligram per liter
                                  Tl [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Tl [mg/L]
Description :	Tl [mg/L]

                                  
                                    f__mg_l
					--
					F [mg/L]
                                  
                                  Milligram per liter
                                  F [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	F [mg/L]
Description :	F [mg/L]

                                  
                                    cl__mg_l
					--
					Cl [mg/L]
                                  
                                  Milligram per liter
                                  Cl [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Cl [mg/L]
Description :	Cl [mg/L]

                                  
                                    no2__mg_l
					--
					NO2 [mg/L]
                                  
                                  Milligram per liter
                                  NO2 [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	NO2 [mg/L]
Description :	NO2 [mg/L]

                                  
                                    br__mg_l
					--
					Br [mg/L]
                                  
                                  Milligram per liter
                                  Br [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	Br [mg/L]
Description :	Br [mg/L]

                                  
                                    no3__mg_l
					--
					NO3 [mg/L]
                                  
                                  Milligram per liter
                                  NO3 [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	NO3 [mg/L]
Description :	NO3 [mg/L]

                                  
                                    po4__mg_l
					--
					PO4 [mg/L]
                                  
                                  Milligram per liter
                                  PO4 [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	PO4 [mg/L]
Description :	PO4 [mg/L]

                                  
                                    so4__mg_l
					--
					SO4 [mg/L]
                                  
                                  Milligram per liter
                                  SO4 [mg/L]
                                

Method (Sampling/processing description of the values of this attribute by one ore more steps.)

--- Step 1 ---

Title :	SO4 [mg/L]
Description :	SO4 [mg/L]

Metadata Provider:
Individual:	Marcel Förster
Contact:	email: marcel.foerster <at> uni-marburg.de Philipps Universität Marburg Soil and Water Ecosystems Deutschhausstraße 10 35037 Marburg Germany
Contact Person:
Individual:	Jonas Pyschik
Contact:	email: jonas.pyschik <at> hydrology.uni-freiburg.de Albert-Ludwigs-Universität Freiburg Hydrology Friedrichstraße 39 79098 Freiburg
Individual:	Marcel Förster
Contact:	email: marcel.foerster <at> uni-marburg.de Philipps Universität Marburg Soil and Water Ecosystems Deutschhausstraße 10 35037 Marburg Germany
Online Distribution:
Download File:	http://www.ssf-hydrology.org/data_pre.do?citid=795
Data Publisher:
Organization:	University of Marburg
Contact:	email: chifflar <at> staff.uni-marburg.de 35033 Marburg Deutschhausstr. 12 Germany

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