Articles | Volume 22, issue 5
https://doi.org/10.5194/hess-22-2689-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-22-2689-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Predicting groundwater recharge for varying land cover and climate conditions – a global meta-study
Chinchu Mohan
CORRESPONDING AUTHOR
Department of Infrastructure Engineering, University of Melbourne, Melbourne, Victoria, Australia
Andrew W. Western
Department of Infrastructure Engineering, University of Melbourne, Melbourne, Victoria, Australia
Yongping Wei
School of Geography, Planning and Environmental Management, The University of Queensland, Brisbane, Australia
Margarita Saft
Department of Infrastructure Engineering, University of Melbourne, Melbourne, Victoria, Australia
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Cited
83 citations as recorded by crossref.
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- A CA–Markov-Based Simulation and Prediction of LULC Changes over the Nyabarongo River Basin, Rwanda A. Gasirabo et al. 10.3390/land12091788
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- Identifying most influencing input parameters for predicting chloride concentration in groundwater using an ANN approach Y. Kassem et al. 10.1007/s12665-021-09541-6
- Global Impact of Sea Level Rise on Coastal Fresh Groundwater Resources D. Zamrsky et al. 10.1029/2023EF003581
- A multi-model approach to assessing the impacts of catchment characteristics on spatial water quality in the Great Barrier Reef catchments S. Liu et al. 10.1016/j.envpol.2021.117337
- Sustainability of mining activities in the European Mediterranean region in terms of a spatial groundwater stress index E. Varouchakis et al. 10.1016/j.spasta.2022.100625
- Post-pumping seawater intrusion at the field scale: Implications for coastal aquifer management M. Walther et al. 10.1016/j.advwatres.2020.103561
- Groundwater recharge over the past 100 years: Regional spatiotemporal assessment and climate change impact over the Saguenay‐Lac‐Saint‐Jean region, Canada L. Boumaiza et al. 10.1002/hyp.14526
- A global-scale dataset of direct natural groundwater recharge rates: A review of variables, processes and relationships C. Moeck et al. 10.1016/j.scitotenv.2020.137042
- Spatial distribution of groundwater recharge, based on regionalised soil moisture models in Wadi Natuf karst aquifers, Palestine C. Messerschmid & A. Aliewi 10.5194/hess-26-1043-2022
- Abacus to Predict Groundwater Recharge at Non-Instrumented Hydrographic Basins R. Santos et al. 10.3390/w12113090
- Simulation of irrigation-induced groundwater recharge in an arid area of China W. Wang et al. 10.1007/s10040-020-02270-3
- A modeling approach for evaluating and predicting the impacts of land use land cover changes on groundwater recharge in Walga Watershed, Upper Omo Basin, Central Ethiopia B. Tola & G. Deyassa 10.1016/j.ejrh.2024.101659
- Projected changes of groundwater levels in northeastern Romania according to climate scenarios for 2020–2100 L. Sfîcă et al. 10.1016/j.ejrh.2022.101108
- Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study R. Reinecke et al. 10.5194/hess-25-787-2021
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- Quantifying recharge mechanisms in low-hilly areas of a loess region: Implications for the quantity and quality of groundwater H. Li et al. 10.1016/j.jhydrol.2024.131982
- An Improved Model for the Evaluation of Groundwater Recharge Based on the Concept of Conservative Use Potential: A Study in the River Pandeiros Watershed, Minas Gerais, Brazil M. Alvares Tenenwurcel et al. 10.3390/w12041001
- High-resolution long-term average groundwater recharge in Africa estimated using random forest regression and residual interpolation A. Pazola et al. 10.5194/hess-28-2949-2024
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- Volumetric pricing in rural Central America: Drivers of adoption and potential effects on water delivery R. Madrigal-Ballestero et al. 10.1016/j.wds.2024.100163
- Effects of land-cover and watershed protection futures on sustainable groundwater management in a heavily utilized aquifer in Hawai‘i (USA) L. Bremer et al. 10.1007/s10040-021-02310-6
- Managed aquifer recharge implementation criteria to achieve water sustainability S. Alam et al. 10.1016/j.scitotenv.2021.144992
- Recognition of district-wise groundwater stress zones using the GLDAS-2 catchment land surface model during lean season in the Indian state of West Bengal S. Sahoo et al. 10.1007/s11600-020-00509-x
- Ground truthing global-scale model estimates of groundwater recharge across Africa C. West et al. 10.1016/j.scitotenv.2022.159765
- MESSAGEix-GLOBIOM nexus module: integrating water sector and climate impacts M. Awais et al. 10.5194/gmd-17-2447-2024
- Mapping of Groundwater Recharge Potential Zones and Identification of Suitable Site-Specific Recharge Mechanisms in a Tropical River Basin A. Achu et al. 10.1007/s41748-019-00138-5
- A satellite-based approach to estimating spatially distributed groundwater recharge rates in a tropical wet sedimentary region despite cloudy conditions L. Barbosa et al. 10.1016/j.jhydrol.2022.127503
- Toward improved lumped groundwater level predictions at catchment scale: Mutual integration of water balance mechanism and deep learning method H. Cai et al. 10.1016/j.jhydrol.2022.128495
- Groundwater Level Trend Analysis and Prediction in the Upper Crocodile Sub-Basin, South Africa T. Tladi et al. 10.3390/w15173025
- Impact of a transformation from flood to drip irrigation on groundwater recharge and nitrogen leaching under variable climatic conditions S. Pool et al. 10.1016/j.scitotenv.2022.153805
- Hydrological Modeling of the Effect of the Transition From Flood to Drip Irrigation on Groundwater Recharge Using Multi‐Objective Calibration S. Pool et al. 10.1029/2021WR029677
- Shallow urban aquifers under hyper-recharge equatorial conditions and strong anthropogenic constrains. Implications in terms of groundwater resources potential and integrated water resources management strategies B. Nlend et al. 10.1016/j.scitotenv.2020.143887
- Proxy modeling approach to evaluate groundwater recharge potentiality zones in the data scarce area of upper Blue Nile Basin, Ethiopia A. Tegegne et al. 10.1007/s10661-023-11274-x
- Field variation of groundwater recharge and its uncertainty via multiple tracers' method in deep loess vadose zone H. Li et al. 10.1016/j.scitotenv.2023.162752
- Mapping groundwater dependent ecosystem potential in a semi-arid environment using a remote sensing-based multiple-lines-of-evidence approach S. Fildes et al. 10.1080/17538947.2023.2176557
- Dynamic groundwater recharge simulations based on cosmic‐ray neutron sensing in a tropical wet experimental basin L. Barbosa et al. 10.1002/vzj2.20145
- Analysis of the Future Land Use Land Cover Changes in the Gaborone Dam Catchment Using CA-Markov Model: Implications on Water Resources B. Matlhodi et al. 10.3390/rs13132427
- The Transferability of Random Forest in Canopy Height Estimation from Multi-Source Remote Sensing Data S. Jin et al. 10.3390/rs10081183
- Mapping potentially groundwater-dependent vegetation in the Mediterranean biome using global geodata targeting site conditions and vegetation characteristics L. El-Hokayem et al. 10.1016/j.scitotenv.2023.166397
- Evaluating potential groundwater recharge in the unsteady state for deep-rooted afforestation in deep loess deposits G. Chen et al. 10.1016/j.scitotenv.2022.159837
- Global review of groundwater potential models in the last decade: Parameters, model techniques, and validation N. Thanh et al. 10.1016/j.jhydrol.2022.128501
- The changing nature of groundwater in the global water cycle X. Kuang et al. 10.1126/science.adf0630
- An Aridity Index‐Based Formulation of Streamflow Components A. Meira Neto et al. 10.1029/2020WR027123
- Climatic or regionally induced by humans? Tracing hydro-climatic and land-use changes to better understand the Lake Urmia tragedy B. Khazaei et al. 10.1016/j.jhydrol.2018.12.004
- Impact of land cover changes on Long‐Term Regional‐Scale groundwater recharge simulation in cold and humid climates E. Dubois et al. 10.1002/hyp.14810
- A top-down deep learning model for predicting spatiotemporal dynamics of groundwater recharge X. Huang et al. 10.1016/j.envsoft.2023.105778
- Groundwater recharge processes in the Lake Chad Basin based on isotopic and chemical data S. Vassolo et al. 10.1007/s10040-023-02699-2
- A high-resolution map of diffuse groundwater recharge rates for Australia S. Lee et al. 10.5194/hess-28-1771-2024
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- Groundwater recharge rate estimation using remotely sensed and ground-based data: A method application in the mesoscale Thur catchment N. Burri et al. 10.1016/j.ejrh.2021.100972
- Impacts of land-use changes on the groundwater recharge in the Ho Chi Minh city, Vietnam R. Adhikari et al. 10.1016/j.envres.2020.109440
- Assessment of intrinsic aquifer vulnerability at continental scale through a critical application of the drastic framework: The case of South America F. Rama et al. 10.1016/j.scitotenv.2022.153748
- Global Fully Distributed Parameter Regionalization Based on Observed Streamflow From 4,229 Headwater Catchments H. Beck et al. 10.1029/2019JD031485
- Factors dominating the horizontal and vertical variability of soil water vary with climate and plant type in loess deposits Y. Huang et al. 10.1016/j.scitotenv.2021.152172
- Variability assessment of simulated recharge resulted from precipitation using different GCMs, case study: west shore of Lake Urmia, Iran S. Saatloo et al. 10.1007/s12517-020-05567-5
- Mapping groundwater potential zones using remote sensing and geographical information systems in a fractured rock setting, Southern Flinders Ranges, South Australia S. Fildes et al. 10.1007/s12040-020-01420-1
- GMD perspective: The quest to improve the evaluation of groundwater representation in continental- to global-scale models T. Gleeson et al. 10.5194/gmd-14-7545-2021
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82 citations as recorded by crossref.
- Ground Truthing Global-Scale Model Estimates of Groundwater Recharge Across Africa C. West et al. 10.2139/ssrn.4184338
- A CA–Markov-Based Simulation and Prediction of LULC Changes over the Nyabarongo River Basin, Rwanda A. Gasirabo et al. 10.3390/land12091788
- Groundwater recharge is sensitive to changing long-term aridity W. Berghuijs et al. 10.1038/s41558-024-01953-z
- Land use change impacts on European heat and drought: remote land-atmosphere feedbacks mitigated locally by shallow groundwater S. Zipper et al. 10.1088/1748-9326/ab0db3
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- Global Recharge Data Set Indicates Strengthened Groundwater Connection to Surface Fluxes W. Berghuijs et al. 10.1029/2022GL099010
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- Global Impact of Sea Level Rise on Coastal Fresh Groundwater Resources D. Zamrsky et al. 10.1029/2023EF003581
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- Post-pumping seawater intrusion at the field scale: Implications for coastal aquifer management M. Walther et al. 10.1016/j.advwatres.2020.103561
- Groundwater recharge over the past 100 years: Regional spatiotemporal assessment and climate change impact over the Saguenay‐Lac‐Saint‐Jean region, Canada L. Boumaiza et al. 10.1002/hyp.14526
- A global-scale dataset of direct natural groundwater recharge rates: A review of variables, processes and relationships C. Moeck et al. 10.1016/j.scitotenv.2020.137042
- Spatial distribution of groundwater recharge, based on regionalised soil moisture models in Wadi Natuf karst aquifers, Palestine C. Messerschmid & A. Aliewi 10.5194/hess-26-1043-2022
- Abacus to Predict Groundwater Recharge at Non-Instrumented Hydrographic Basins R. Santos et al. 10.3390/w12113090
- Simulation of irrigation-induced groundwater recharge in an arid area of China W. Wang et al. 10.1007/s10040-020-02270-3
- A modeling approach for evaluating and predicting the impacts of land use land cover changes on groundwater recharge in Walga Watershed, Upper Omo Basin, Central Ethiopia B. Tola & G. Deyassa 10.1016/j.ejrh.2024.101659
- Projected changes of groundwater levels in northeastern Romania according to climate scenarios for 2020–2100 L. Sfîcă et al. 10.1016/j.ejrh.2022.101108
- Uncertainty of simulated groundwater recharge at different global warming levels: a global-scale multi-model ensemble study R. Reinecke et al. 10.5194/hess-25-787-2021
- Climate change and its impact on the projected values of groundwater recharge: A review D. Atawneh et al. 10.1016/j.jhydrol.2021.126602
- Quantifying recharge mechanisms in low-hilly areas of a loess region: Implications for the quantity and quality of groundwater H. Li et al. 10.1016/j.jhydrol.2024.131982
- An Improved Model for the Evaluation of Groundwater Recharge Based on the Concept of Conservative Use Potential: A Study in the River Pandeiros Watershed, Minas Gerais, Brazil M. Alvares Tenenwurcel et al. 10.3390/w12041001
- High-resolution long-term average groundwater recharge in Africa estimated using random forest regression and residual interpolation A. Pazola et al. 10.5194/hess-28-2949-2024
- Groundwater prospectivity modeling over the Akatsi Districts in the Volta Region of Ghana using the frequency ratio technique P. Amponsah et al. 10.1007/s40808-022-01539-8
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- Managed aquifer recharge implementation criteria to achieve water sustainability S. Alam et al. 10.1016/j.scitotenv.2021.144992
- Recognition of district-wise groundwater stress zones using the GLDAS-2 catchment land surface model during lean season in the Indian state of West Bengal S. Sahoo et al. 10.1007/s11600-020-00509-x
- Ground truthing global-scale model estimates of groundwater recharge across Africa C. West et al. 10.1016/j.scitotenv.2022.159765
- MESSAGEix-GLOBIOM nexus module: integrating water sector and climate impacts M. Awais et al. 10.5194/gmd-17-2447-2024
- Mapping of Groundwater Recharge Potential Zones and Identification of Suitable Site-Specific Recharge Mechanisms in a Tropical River Basin A. Achu et al. 10.1007/s41748-019-00138-5
- A satellite-based approach to estimating spatially distributed groundwater recharge rates in a tropical wet sedimentary region despite cloudy conditions L. Barbosa et al. 10.1016/j.jhydrol.2022.127503
- Toward improved lumped groundwater level predictions at catchment scale: Mutual integration of water balance mechanism and deep learning method H. Cai et al. 10.1016/j.jhydrol.2022.128495
- Groundwater Level Trend Analysis and Prediction in the Upper Crocodile Sub-Basin, South Africa T. Tladi et al. 10.3390/w15173025
- Impact of a transformation from flood to drip irrigation on groundwater recharge and nitrogen leaching under variable climatic conditions S. Pool et al. 10.1016/j.scitotenv.2022.153805
- Hydrological Modeling of the Effect of the Transition From Flood to Drip Irrigation on Groundwater Recharge Using Multi‐Objective Calibration S. Pool et al. 10.1029/2021WR029677
- Shallow urban aquifers under hyper-recharge equatorial conditions and strong anthropogenic constrains. Implications in terms of groundwater resources potential and integrated water resources management strategies B. Nlend et al. 10.1016/j.scitotenv.2020.143887
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- Field variation of groundwater recharge and its uncertainty via multiple tracers' method in deep loess vadose zone H. Li et al. 10.1016/j.scitotenv.2023.162752
- Mapping groundwater dependent ecosystem potential in a semi-arid environment using a remote sensing-based multiple-lines-of-evidence approach S. Fildes et al. 10.1080/17538947.2023.2176557
- Dynamic groundwater recharge simulations based on cosmic‐ray neutron sensing in a tropical wet experimental basin L. Barbosa et al. 10.1002/vzj2.20145
- Analysis of the Future Land Use Land Cover Changes in the Gaborone Dam Catchment Using CA-Markov Model: Implications on Water Resources B. Matlhodi et al. 10.3390/rs13132427
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- Evaluating potential groundwater recharge in the unsteady state for deep-rooted afforestation in deep loess deposits G. Chen et al. 10.1016/j.scitotenv.2022.159837
- Global review of groundwater potential models in the last decade: Parameters, model techniques, and validation N. Thanh et al. 10.1016/j.jhydrol.2022.128501
- The changing nature of groundwater in the global water cycle X. Kuang et al. 10.1126/science.adf0630
- An Aridity Index‐Based Formulation of Streamflow Components A. Meira Neto et al. 10.1029/2020WR027123
- Climatic or regionally induced by humans? Tracing hydro-climatic and land-use changes to better understand the Lake Urmia tragedy B. Khazaei et al. 10.1016/j.jhydrol.2018.12.004
- Impact of land cover changes on Long‐Term Regional‐Scale groundwater recharge simulation in cold and humid climates E. Dubois et al. 10.1002/hyp.14810
- A top-down deep learning model for predicting spatiotemporal dynamics of groundwater recharge X. Huang et al. 10.1016/j.envsoft.2023.105778
- Groundwater recharge processes in the Lake Chad Basin based on isotopic and chemical data S. Vassolo et al. 10.1007/s10040-023-02699-2
- A high-resolution map of diffuse groundwater recharge rates for Australia S. Lee et al. 10.5194/hess-28-1771-2024
- Analysis of different combinations of meteorological parameters and well characteristics in predicting the groundwater chloride concentration with different empirical approaches: a case study in Gaza Strip, Palestine Y. Kassem 10.1007/s12665-023-10767-9
- Groundwater recharge rate estimation using remotely sensed and ground-based data: A method application in the mesoscale Thur catchment N. Burri et al. 10.1016/j.ejrh.2021.100972
- Impacts of land-use changes on the groundwater recharge in the Ho Chi Minh city, Vietnam R. Adhikari et al. 10.1016/j.envres.2020.109440
- Assessment of intrinsic aquifer vulnerability at continental scale through a critical application of the drastic framework: The case of South America F. Rama et al. 10.1016/j.scitotenv.2022.153748
- Global Fully Distributed Parameter Regionalization Based on Observed Streamflow From 4,229 Headwater Catchments H. Beck et al. 10.1029/2019JD031485
- Factors dominating the horizontal and vertical variability of soil water vary with climate and plant type in loess deposits Y. Huang et al. 10.1016/j.scitotenv.2021.152172
- Variability assessment of simulated recharge resulted from precipitation using different GCMs, case study: west shore of Lake Urmia, Iran S. Saatloo et al. 10.1007/s12517-020-05567-5
- Mapping groundwater potential zones using remote sensing and geographical information systems in a fractured rock setting, Southern Flinders Ranges, South Australia S. Fildes et al. 10.1007/s12040-020-01420-1
- GMD perspective: The quest to improve the evaluation of groundwater representation in continental- to global-scale models T. Gleeson et al. 10.5194/gmd-14-7545-2021
- Soil contaminants pose delayed but pervasive threat to shallow groundwater J. Jiao et al. 10.1016/j.jhydrol.2024.130994
- Mapping groundwater recharge in Africa from ground observations and implications for water security A. MacDonald et al. 10.1088/1748-9326/abd661
- A subterranean estuarine typology analogous to open-water estuaries H. Bokuniewicz 10.3389/feart.2022.694781
- Development of the Community Water Model (CWatM v1.04) – a high-resolution hydrological model for global and regional assessment of integrated water resources management P. Burek et al. 10.5194/gmd-13-3267-2020
- A 3D hybrid model for estimation of steady-state plume lengths with the influence of recharge S. Birla et al. 10.1007/s12665-022-10709-x
- The effects of climate change on groundwater recharge for different soil types of the west shore of Lake Urmia—Iran S. Saatloo et al. 10.1007/s12517-019-4408-y
- Identification of critical location for enhancing groundwater recharge in Kathmandu Valley, Nepal A. Dahal et al. 10.1016/j.gsd.2019.100253
- Frequency domain water table fluctuations reveal impacts of intense rainfall and vadose zone thickness on groundwater recharge L. Guillaumot et al. 10.5194/hess-26-5697-2022
- Geological Modeling and Numerical Simulation of Cold-Water Trap in the Low-Sulfidation Epithermal Sirawai Au–Ag Deposit, Mindanao, Philippines H. Takahashi et al. 10.1007/s11053-021-09978-3
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- Developing a pan-European high-resolution groundwater recharge map – Combining satellite data and national survey data using machine learning G. Martinsen et al. 10.1016/j.scitotenv.2022.153464
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Discussed (final revised paper)
Latest update: 20 Nov 2024
Short summary
To ensure a sustainable supply of groundwater, scientific information about what is going into the system as recharge and what is taken out of the system via pumping is essential. This study identified the most influential factors in groundwater recharge and developed an empirical global recharge model. The meteorological and vegetation factors were the most important factors, and the long-term global average recharge was 134 mm per year. This model will aid in groundwater policy-making.
To ensure a sustainable supply of groundwater, scientific information about what is going into...