Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study

Billions of people rely on groundwater as being an accessible source of drinking water and for irrigation, especially in times of drought. Its importance will likely increase with a changing climate. It is still unclear, however, how climate change will impact groundwater systems globally and, thus,...

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Main Authors: Reinecke, Robert, Müller Schmied, Hannes, Trautmann, Tim, Andersen, Lauren Seaby, Burek, Peter, Flörke, Martina, Gosling, Simon N., Grillakis, Manolis, Hanasaki, Naota, Koutroulis, Aristeidis, Pokhrel, Yadu, Thiery, Wim, Wada, Yoshihide, Yusuke, Satoh, Döll, Petra
Format: Article in Journal/Newspaper
Language:English
Published: Munich : EGU 2021
Subjects:
550
Online Access:https://oa.tib.eu/renate/handle/123456789/8113
https://doi.org/10.34657/7153
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spelling ftleibnizopen:oai:oai.leibnizopen.de:mzA874cBdbrxVwz6Rqw6 2023-06-11T04:09:29+02:00 Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study Reinecke, Robert Müller Schmied, Hannes Trautmann, Tim Andersen, Lauren Seaby Burek, Peter Flörke, Martina Gosling, Simon N. Grillakis, Manolis Hanasaki, Naota Koutroulis, Aristeidis Pokhrel, Yadu Thiery, Wim Wada, Yoshihide Yusuke, Satoh Döll, Petra 2021 application/pdf https://oa.tib.eu/renate/handle/123456789/8113 https://doi.org/10.34657/7153 eng eng Munich : EGU CC BY 4.0 Unported https://creativecommons.org/licenses/by/4.0/ Hydrology and earth system sciences : an interactive open-access journal of the European Geosciences Union 45 (2021), Nr. 2 Global warming Groundwater resources Potable water Uncertainty analysis Vegetation Global circulation model Ground water recharge Groundwater process Groundwater system Hydrological models Multi-model ensemble Simulated ground water Southeastern china Recharging (underground waters) circulation modeling drinking water ensemble forecasting evapotranspiration groundwater flow hydrological modeling irrigation system recharge Arctic Brazil Central America Chile East Africa Europe India Indicator indicator 550 article Text 2021 ftleibnizopen https://doi.org/10.34657/7153 2023-05-07T23:10:06Z Billions of people rely on groundwater as being an accessible source of drinking water and for irrigation, especially in times of drought. Its importance will likely increase with a changing climate. It is still unclear, however, how climate change will impact groundwater systems globally and, thus, the availability of this vital resource. Groundwater recharge is an important indicator for groundwater availability, but it is a water flux that is difficult to estimate as uncertainties in the water balance accumulate, leading to possibly large errors in particular in dry regions. This study investigates uncertainties in groundwater recharge projections using a multi-model ensemble of eight global hydrological models (GHMs) that are driven by the bias-adjusted output of four global circulation models (GCMs). Pre-industrial and current groundwater recharge values are compared with recharge for different global warming (GW) levels as a result of three representative concentration pathways (RCPs). Results suggest that projected changes strongly vary among the different GHM–GCM combinations, and statistically significant changes are only computed for a few regions of the world. Statistically significant GWR increases are projected for northern Europe and some parts of the Arctic, East Africa, and India. Statistically significant decreases are simulated in southern Chile, parts of Brazil, central USA, the Mediterranean, and southeastern China. In some regions, reversals of groundwater recharge trends can be observed with global warming. Because most GHMs do not simulate the impact of changing atmospheric CO2 and climate on vegetation and, thus, evapotranspiration, we investigate how estimated changes in GWR are affected by the inclusion of these processes. In some regions, inclusion leads to differences in groundwater recharge changes of up to 100 mm per year. Most GHMs with active vegetation simulate less severe decreases in groundwater recharge than GHMs without active vegetation and, in some regions, even increases ... Article in Journal/Newspaper Arctic Climate change Global warming LeibnizOpen (The Leibniz Association) Arctic
institution Open Polar
collection LeibnizOpen (The Leibniz Association)
op_collection_id ftleibnizopen
language English
topic Global warming
Groundwater resources
Potable water
Uncertainty analysis
Vegetation
Global circulation model
Ground water recharge
Groundwater process
Groundwater system
Hydrological models
Multi-model ensemble
Simulated ground water
Southeastern china
Recharging (underground waters)
circulation modeling
drinking water
ensemble forecasting
evapotranspiration
groundwater flow
hydrological modeling
irrigation system
recharge
Arctic
Brazil
Central America
Chile
East Africa
Europe
India
Indicator indicator
550
spellingShingle Global warming
Groundwater resources
Potable water
Uncertainty analysis
Vegetation
Global circulation model
Ground water recharge
Groundwater process
Groundwater system
Hydrological models
Multi-model ensemble
Simulated ground water
Southeastern china
Recharging (underground waters)
circulation modeling
drinking water
ensemble forecasting
evapotranspiration
groundwater flow
hydrological modeling
irrigation system
recharge
Arctic
Brazil
Central America
Chile
East Africa
Europe
India
Indicator indicator
550
Reinecke, Robert
Müller Schmied, Hannes
Trautmann, Tim
Andersen, Lauren Seaby
Burek, Peter
Flörke, Martina
Gosling, Simon N.
Grillakis, Manolis
Hanasaki, Naota
Koutroulis, Aristeidis
Pokhrel, Yadu
Thiery, Wim
Wada, Yoshihide
Yusuke, Satoh
Döll, Petra
Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study
topic_facet Global warming
Groundwater resources
Potable water
Uncertainty analysis
Vegetation
Global circulation model
Ground water recharge
Groundwater process
Groundwater system
Hydrological models
Multi-model ensemble
Simulated ground water
Southeastern china
Recharging (underground waters)
circulation modeling
drinking water
ensemble forecasting
evapotranspiration
groundwater flow
hydrological modeling
irrigation system
recharge
Arctic
Brazil
Central America
Chile
East Africa
Europe
India
Indicator indicator
550
description Billions of people rely on groundwater as being an accessible source of drinking water and for irrigation, especially in times of drought. Its importance will likely increase with a changing climate. It is still unclear, however, how climate change will impact groundwater systems globally and, thus, the availability of this vital resource. Groundwater recharge is an important indicator for groundwater availability, but it is a water flux that is difficult to estimate as uncertainties in the water balance accumulate, leading to possibly large errors in particular in dry regions. This study investigates uncertainties in groundwater recharge projections using a multi-model ensemble of eight global hydrological models (GHMs) that are driven by the bias-adjusted output of four global circulation models (GCMs). Pre-industrial and current groundwater recharge values are compared with recharge for different global warming (GW) levels as a result of three representative concentration pathways (RCPs). Results suggest that projected changes strongly vary among the different GHM–GCM combinations, and statistically significant changes are only computed for a few regions of the world. Statistically significant GWR increases are projected for northern Europe and some parts of the Arctic, East Africa, and India. Statistically significant decreases are simulated in southern Chile, parts of Brazil, central USA, the Mediterranean, and southeastern China. In some regions, reversals of groundwater recharge trends can be observed with global warming. Because most GHMs do not simulate the impact of changing atmospheric CO2 and climate on vegetation and, thus, evapotranspiration, we investigate how estimated changes in GWR are affected by the inclusion of these processes. In some regions, inclusion leads to differences in groundwater recharge changes of up to 100 mm per year. Most GHMs with active vegetation simulate less severe decreases in groundwater recharge than GHMs without active vegetation and, in some regions, even increases ...
format Article in Journal/Newspaper
author Reinecke, Robert
Müller Schmied, Hannes
Trautmann, Tim
Andersen, Lauren Seaby
Burek, Peter
Flörke, Martina
Gosling, Simon N.
Grillakis, Manolis
Hanasaki, Naota
Koutroulis, Aristeidis
Pokhrel, Yadu
Thiery, Wim
Wada, Yoshihide
Yusuke, Satoh
Döll, Petra
author_facet Reinecke, Robert
Müller Schmied, Hannes
Trautmann, Tim
Andersen, Lauren Seaby
Burek, Peter
Flörke, Martina
Gosling, Simon N.
Grillakis, Manolis
Hanasaki, Naota
Koutroulis, Aristeidis
Pokhrel, Yadu
Thiery, Wim
Wada, Yoshihide
Yusuke, Satoh
Döll, Petra
author_sort Reinecke, Robert
title Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study
title_short Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study
title_full Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study
title_fullStr Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study
title_full_unstemmed Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study
title_sort uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study
publisher Munich : EGU
publishDate 2021
url https://oa.tib.eu/renate/handle/123456789/8113
https://doi.org/10.34657/7153
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
Global warming
genre_facet Arctic
Climate change
Global warming
op_source Hydrology and earth system sciences : an interactive open-access journal of the European Geosciences Union 45 (2021), Nr. 2
op_rights CC BY 4.0 Unported
https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.34657/7153
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