Preprints
https://doi.org/10.5194/egusphere-2025-1181
https://doi.org/10.5194/egusphere-2025-1181
02 Apr 2025
 | 02 Apr 2025

The ISIMIP Groundwater Sector: A Framework for Ensemble Modeling of Global Change Impacts on Groundwater

Robert Reinecke, Annemarie Bäthge, Ricarda Dietrich, Sebastian Gnann, Simon N. Gosling, Danielle Grogan, Andreas Hartmann, Stefan Kollet, Rohini Kumar, Richard Lammers, Sida Liu, Yan Liu, Nils Moosdorf, Bibi Naz, Sara Nazari, Chibuike Orazulike, Yadu Pokhrel, Jacob Schewe, Mikhail Smilovic, Maryna Strokal, Yoshihide Wada, Shan Zuidema, and Inge de Graaf

Abstract. Groundwater serves as a crucial freshwater resource for people and ecosystems, vital in adapting to climate change. Yet, its availability and dynamics are affected by climate variations, changes in land use, and excessive extraction. Despite its importance, our understanding of how global change will influence groundwater in the future remains limited. Multi-model ensembles are powerful tools for impact assessments; compared to single-model studies, they provide a more comprehensive understanding of uncertainties and enhance the robustness of projections by capturing a range of possible outcomes. However, to this point no ensemble of groundwater models was available. Here, we present the new groundwater sector within ISIMIP which combines multiple global, continental, and regional-scale groundwater models. We describe the rationale for the sector, present the sectoral output variables, show first results of a model comparison, and outline the synergies with other existing ISIMIP sectors such as the global water sector and the water quality sector. Currently, eight models are participating in this sector, ranging from gradient-based groundwater models to specialized karst recharge models, each producing up to 19 out of 23 modeling protocol-defined output variables. Utilizing available model outputs for a subset of participating models, we find that the arithmetic mean global water table depth varies substantially between models (6–127 m) and shows a shallower water table compared to other recent studies. Groundwater recharge also differs greatly in the global mean (78–228 mm/y), which is consistent with recent studies on the uncertainty of groundwater recharge but with different spatial patterns. Groundwater recharge changes between 2001 and 2006 show plausible patterns that align with droughts in Spain and Portugal during this period. The simplified comparison highlights the value of a structured model intercomparison project which will help to better understand the impacts of climate change on the world’s largest accessible freshwater store – groundwater.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.
Share

Journal article(s) based on this preprint

15 Jan 2026
| Highlight paper
The ISIMIP groundwater sector: a framework for ensemble modeling of global change impacts on groundwater
Robert Reinecke, Tanjila Akhter, Annemarie Bäthge, Ricarda Dietrich, Sebastian Gnann, Simon N. Gosling, Danielle Grogan, Andreas Hartmann, Stefan Kollet, Rohini Kumar, Richard Lammers, Sida Liu, Yan Liu, Nils Moosdorf, Bibi Naz, Sara Nazari, Chibuike Orazulike, Yadu Pokhrel, Jacob Schewe, Mikhail Smilovic, Maryna Strokal, Wim Thiery, Yoshihide Wada, Shan Zuidema, and Inge de Graaf
Geosci. Model Dev., 19, 523–542, https://doi.org/10.5194/gmd-19-523-2026,https://doi.org/10.5194/gmd-19-523-2026, 2026
Short summary Executive editor
Robert Reinecke, Annemarie Bäthge, Ricarda Dietrich, Sebastian Gnann, Simon N. Gosling, Danielle Grogan, Andreas Hartmann, Stefan Kollet, Rohini Kumar, Richard Lammers, Sida Liu, Yan Liu, Nils Moosdorf, Bibi Naz, Sara Nazari, Chibuike Orazulike, Yadu Pokhrel, Jacob Schewe, Mikhail Smilovic, Maryna Strokal, Yoshihide Wada, Shan Zuidema, and Inge de Graaf

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-1181', Anonymous Referee #1, 11 Apr 2025
  • RC2: 'Comment on egusphere-2025-1181', Anonymous Referee #2, 30 Apr 2025
  • AC1: 'Comment on egusphere-2025-1181', Robert Reinecke, 23 Jun 2025
    • EC1: 'Reply on AC1', Thomas B. Wild, 28 Jul 2025

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-1181', Anonymous Referee #1, 11 Apr 2025
  • RC2: 'Comment on egusphere-2025-1181', Anonymous Referee #2, 30 Apr 2025
  • AC1: 'Comment on egusphere-2025-1181', Robert Reinecke, 23 Jun 2025
    • EC1: 'Reply on AC1', Thomas B. Wild, 28 Jul 2025

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
AR by Robert Reinecke on behalf of the Authors (23 Jun 2025)  Author's response   Author's tracked changes   Manuscript 
ED: Reconsider after major revisions (28 Jul 2025) by Thomas B. Wild
ED: Referee Nomination & Report Request started (30 Jul 2025) by Thomas B. Wild
RR by Anonymous Referee #2 (14 Aug 2025)
RR by Anonymous Referee #3 (25 Nov 2025)
ED: Publish subject to minor revisions (review by editor) (06 Dec 2025) by Thomas B. Wild
AR by Robert Reinecke on behalf of the Authors (16 Dec 2025)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (17 Dec 2025) by Thomas B. Wild
AR by Robert Reinecke on behalf of the Authors (07 Jan 2026)  Manuscript 

Journal article(s) based on this preprint

15 Jan 2026
| Highlight paper
The ISIMIP groundwater sector: a framework for ensemble modeling of global change impacts on groundwater
Robert Reinecke, Tanjila Akhter, Annemarie Bäthge, Ricarda Dietrich, Sebastian Gnann, Simon N. Gosling, Danielle Grogan, Andreas Hartmann, Stefan Kollet, Rohini Kumar, Richard Lammers, Sida Liu, Yan Liu, Nils Moosdorf, Bibi Naz, Sara Nazari, Chibuike Orazulike, Yadu Pokhrel, Jacob Schewe, Mikhail Smilovic, Maryna Strokal, Wim Thiery, Yoshihide Wada, Shan Zuidema, and Inge de Graaf
Geosci. Model Dev., 19, 523–542, https://doi.org/10.5194/gmd-19-523-2026,https://doi.org/10.5194/gmd-19-523-2026, 2026
Short summary Executive editor
Robert Reinecke, Annemarie Bäthge, Ricarda Dietrich, Sebastian Gnann, Simon N. Gosling, Danielle Grogan, Andreas Hartmann, Stefan Kollet, Rohini Kumar, Richard Lammers, Sida Liu, Yan Liu, Nils Moosdorf, Bibi Naz, Sara Nazari, Chibuike Orazulike, Yadu Pokhrel, Jacob Schewe, Mikhail Smilovic, Maryna Strokal, Yoshihide Wada, Shan Zuidema, and Inge de Graaf
Robert Reinecke, Annemarie Bäthge, Ricarda Dietrich, Sebastian Gnann, Simon N. Gosling, Danielle Grogan, Andreas Hartmann, Stefan Kollet, Rohini Kumar, Richard Lammers, Sida Liu, Yan Liu, Nils Moosdorf, Bibi Naz, Sara Nazari, Chibuike Orazulike, Yadu Pokhrel, Jacob Schewe, Mikhail Smilovic, Maryna Strokal, Yoshihide Wada, Shan Zuidema, and Inge de Graaf

Viewed

Total article views: 2,626 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
2,338 248 40 2,626 49 69
  • HTML: 2,338
  • PDF: 248
  • XML: 40
  • Total: 2,626
  • BibTeX: 49
  • EndNote: 69
Views and downloads (calculated since 02 Apr 2025)
Cumulative views and downloads (calculated since 02 Apr 2025)

Viewed (geographical distribution)

Total article views: 2,609 (including HTML, PDF, and XML) Thereof 2,609 with geography defined and 0 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 15 Jan 2026
Download

The requested preprint has a corresponding peer-reviewed final revised paper. You are encouraged to refer to the final revised version.

Short summary
Here we describe a collaborative effort to improve predictions of how climate change will affect groundwater. The ISIMIP groundwater sector combines multiple global groundwater models to capture a range of possible outcomes and reduce uncertainty. Initial comparisons reveal significant differences between models in key metrics like water table depth and recharge rates, highlighting the need for structured model intercomparisons.
Share