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The pronounced seasonality of global groundwater recharge
Open accessAbstract
Groundwater recharged by meteoric water supports human life by providing two billion people with drinking water and by supplying 40% of cropland irrigation. While annual groundwater recharge rates are reported in many studies, fewer studies have explicitly quantified intra‐annual (i.e., seasonal) differences in groundwater recharge. Understanding seasonal differences in the fraction of precipitation that recharges aquifers is important for predicting annual recharge groundwater rates under changing seasonal precipitation and evapotranspiration regimes in a warming climate, for accurately interpreting isotopic proxies in paleoclimate records, and for understanding linkages between ecosystem productivity and groundwater recharge. Here we determine seasonal differences in the groundwater recharge ratio, defined here as the ratio of groundwater recharge to precipitation, at 54 globally distributed locations on the basis of 18 O/ 16 O and 2 H/ 1 H ratios in precipitation and groundwater. Our analysis shows that arid and temperate climates have wintertime groundwater recharge ratios that are consistently higher than summertime groundwater recharge ratios, while tropical groundwater recharge ratios are at a maximum during the wet season. The isotope‐based recharge ratio seasonality is consistent with monthly outputs from a global hydrological model (PCR‐GLOBWB) for most, but not all locations. The pronounced seasonality in groundwater recharge ratios shown in this study signifies that, from the point of view of predicting future groundwater recharge rates, a unit change in winter (temperate and arid regions) or wet season (tropics) precipitation will result in a greater change to the annual groundwater recharge rate than the same unit change to summer or dry season precipitation.
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Cites
Solutions for a cultivated planet
Foley, J. A., Ramankutty, N., Brauman, K. A., Cassidy, E. S., Gerber, J. S., Johnston, M., Mueller, N. D., O’Connell, C., Ray, D. K., West, P. C., et al. (2011) · Nature · doi:10.1038/nature10452 · Cited by 8,476
Stable isotopes in precipitation
Dansgaard, W. (1964) · Tellus · doi:10.1111/j.2153-3490.1964.tb00181.x · Cited by 8,369
Satellite-based estimates of groundwater depletion in India
Rodell, M., Velicogna, I., & Famiglietti, J. S. (2009) · Nature · doi:10.1038/nature08238 · Cited by 2,870
Global depletion of groundwater resources
Wada, Y., van Beek, L. P. H., van Kempen, C. M., Reckman, J. W. T. M., Vasak, S., & Bierkens, M. F. P. (2010) · Geophysical Research Letters · doi:10.1029/2010gl044571 · Cited by 2,091
Self-citationGroundwater use for irrigation – a global inventory
Siebert, S., Burke, J., Faures, J. M., Frenken, K., Hoogeveen, J., Döll, P., & Portmann, F. T. (2010) · Hydrology and Earth System Sciences · doi:10.5194/hess-14-1863-2010 · Cited by 2,047
Stable Isotopes in Plant Ecology
Dawson, T. E., Mambelli, S., Plamboeck, A. H., Templer, P. H., & Tu, K. P. (2002) · Annual Review of Ecology and Systematics · doi:10.1146/annurev.ecolsys.33.020602.095451 · Cited by 1,947
McCarroll, D., & Loader, N. J. (2004) · Quaternary Science Reviews · doi:10.1016/j.quascirev.2003.06.017 · Cited by 1,817
Water balance of global aquifers revealed by groundwater footprint
Gleeson, T., Wada, Y., Bierkens, M. F. P., & van Beek, L. P. H. (2012) · Nature · doi:10.1038/nature11295 · Cited by 1,677
Self-citationGroundwater depletion and sustainability of irrigation in the US High Plains and Central Valley
Scanlon, B. R., Faunt, C. C., Longuevergne, L., Reedy, R. C., Alley, W. M., McGuire, V. L., & McMahon, P. B. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1200311109 · Cited by 1,405
Terrestrial water fluxes dominated by transpiration
Jasechko, S., Sharp, Z. D., Gibson, J. J., Birks, S. J., Yi, Y., & Fawcett, P. J. (2013) · Nature · doi:10.1038/nature11983 · Cited by 1,400
Self-citationIncrease in forest water-use efficiency as atmospheric carbon dioxide concentrations rise
Keenan, T. F., Hollinger, D. Y., Bohrer, G., Dragoni, D., Munger, J. W., Schmid, H. P., & Richardson, A. D. (2013) · Nature · doi:10.1038/nature12291 · Cited by 1,336
Global synthesis of groundwater recharge in semiarid and arid regions
Scanlon, B. R., Keese, K. E., Flint, A. L., Flint, L. E., Gaye, C. B., Edmunds, W. M., & Simmers, I. (2006) · Hydrological Processes · doi:10.1002/hyp.6335 · Cited by 1,312
Interpolating the isotopic composition of modern meteoric precipitation
Bowen, G. J., & Revenaugh, J. (2003) · Water Resources Research · doi:10.1029/2003wr002086 · Cited by 1,288
Ocean salinities reveal strong global water cycle intensification during 1950 to 2000.
Durack, P. J., Wijffels, S. E., & Matear, R. J. (2012) · Science · doi:10.1126/science.1212222 · Cited by 1,070
Satellites measure recent rates of groundwater depletion in California's Central Valley
Famiglietti, J. S., Lo, M., Ho, S. L., Bethune, J., Anderson, K. J., Syed, T. H., Swenson, S. C., de Linage, C. R., & Rodell, M. (2011) · Geophysical Research Letters · doi:10.1029/2010gl046442 · Cited by 968
The role of groundwater in storm runoff
Sklash, M. G., & Farvolden, R. N. (1979) · Journal of Hydrology · doi:10.1016/0022-1694(79)90164-1 · Cited by 962
Groundwater depletion: A global problem
Konikow, L. F., & Kendy, E. (2005) · Hydrogeology Journal · doi:10.1007/s10040-004-0411-8 · Cited by 931
Feng, W., Zhong, M., Lemoine, J., Biancale, R., Hsu, H., & Xia, J. (2013) · Water Resources Research · doi:10.1002/wrcr.20192 · Cited by 908
Regional strategies for the accelerating global problem of groundwater depletion
Aeschbach-Hertig, W., & Gleeson, T. (2012) · Nature Geoscience · doi:10.1038/ngeo1617 · Cited by 908
Self-citationA precipitation shift from snow towards rain leads to a decrease in streamflow
Berghuijs, W. R., Woods, R. A., & Hrachowitz, M. (2014) · Nature Climate Change · doi:10.1038/nclimate2246 · Cited by 879
Wada, Y., Wisser, D., & Bierkens, M. F. P. (2014) · Earth System Dynamics · doi:10.5194/esd-5-15-2014 · Cited by 873
Self-citationEmissions pathways, climate change, and impacts on California
Hayhoe, K., Cayan, D., Field, C. B., Frumhoff, P. C., Maurer, E. P., Miller, N. L., Moser, S. C., Schneider, S. H., Cahill, K. N., Cleland, E. E., et al. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0404500101 · Cited by 864
Voss, K. A., Famiglietti, J. S., Lo, M., de Linage, C., Rodell, M., & Swenson, S. C. (2013) · Water Resources Research · doi:10.1002/wrcr.20078 · Cited by 810
Nonsustainable groundwater sustaining irrigation: A global assessment
Wada, Y., van Beek, L. P. H., & Bierkens, M. F. P. (2012) · Water Resources Research · doi:10.1029/2011wr010562 · Cited by 744
Self-citationDeuterium and oxygen-18 isotope composition of precipitation and atmospheric moisture
Aragu�s-Aragu�s, L., Froehlich, K., & Rozanski, K. (2000) · Hydrological Processes · doi:10.1002/1099-1085(20000615)14:8<1341::aid-hyp983>3.0.co;2-z · Cited by 662
Deuterium content of natural waters and other substances
Friedman, I. I. (1953) · Geochimica et Cosmochimica Acta · doi:10.1016/0016-7037(53)90066-0 · Cited by 652
Global-scale modeling of groundwater recharge
Döll, P., & Fiedler, K. (2008) · Hydrology and Earth System Sciences · doi:10.5194/hess-12-863-2008 · Cited by 540
Continuous 500,000-Year Climate Record from Vein Calcite in Devils Hole, Nevada
Winograd, I. J., Coplen, T. B., Landwehr, J. M., Riggs, A. C., Ludwig, K. R., Szabo, B. J., Kolesar, P. T., & Revesz, K. M. (1992) · Science · doi:10.1126/science.258.5080.255 · Cited by 529
Contribution of global groundwater depletion since 1900 to sea-level rise
Konikow, L. F. (2011) · Geophysical Research Letters · doi:10.1029/2011gl048604 · Cited by 486
Eckhardt, K., & Ulbrich, U. (2003) · Journal of Hydrology · doi:10.1016/j.jhydrol.2003.08.005 · Cited by 465
Jyrkama, M. I., & Sykes, J. F. (2007) · Journal of Hydrology · doi:10.1016/j.jhydrol.2007.02.036 · Cited by 432
Hoffmann, G., Werner, M., & Heimann, M. (1998) · Journal of Geophysical Research: Atmospheres · doi:10.1029/98jd00423 · Cited by 395
Evidence of the dependence of groundwater resources on extreme rainfall in East Africa
Taylor, R. G., Todd, M. C., Kongola, L., Maurice, L., Nahozya, E., Sanga, H., & MacDonald, A. M. (2013) · Nature Climate Change · doi:10.1038/nclimate1731 · Cited by 393
Global Characteristics of Stream Flow Seasonality and Variability
Dettinger, M. D., & Diaz, H. F. (2000) · Journal of Hydrometeorology · doi:10.1175/1525-7541(2000)001<0289:gcosfs>2.0.co;2 · Cited by 389
Risi, C., Bony, S., Vimeux, F., & Jouzel, J. (2010) · Journal of Geophysical Research: Atmospheres · doi:10.1029/2009jd013255 · Cited by 376
Variable winter moisture in the southwestern United States linked to rapid glacial climate shifts
Asmerom, Y., Polyak, V. J., & Burns, S. J. (2010) · Nature Geoscience · doi:10.1038/ngeo754 · Cited by 328
Past and future contribution of global groundwater depletion to sea‐level rise
Wada, Y., van Beek, L. P. H., Sperna Weiland, F. C., Chao, B. F., Wu, Y., & Bierkens, M. F. P. (2012) · Geophysical Research Letters · doi:10.1029/2012gl051230 · Cited by 322
Self-citationWater isotope expressions of intrinsic and forced variability in a coupled ocean‐atmosphere model
Schmidt, G. A., LeGrande, A. N., & Hoffmann, G. (2007) · Journal of Geophysical Research: Atmospheres · doi:10.1029/2006jd007781 · Cited by 303
Climate change scenarios for seasonal precipitation in South America from IPCC‐AR4 models
Vera, C., Silvestri, G., Liebmann, B., & González, P. (2006) · Geophysical Research Letters · doi:10.1029/2006gl025759 · Cited by 284
Joodaki, G., Wahr, J., & Swenson, S. (2014) · Water Resources Research · doi:10.1002/2013wr014633 · Cited by 283
Gibson, J. J., Birks, S. J., & Edwards, T. W. D. (2008) · Global Biogeochemical Cycles · doi:10.1029/2007gb002997 · Cited by 278
Self-citationDarling, W. G., Bath, A. H., & Talbot, J. C. (2003) · Hydrology and Earth System Sciences · doi:10.5194/hess-7-183-2003 · Cited by 266
Groundwater and fish—insights from northern North America
Power, G., Brown, R. S., & Imhof, J. G. (1999) · Hydrological Processes · doi:10.1002/(sici)1099-1085(19990228)13:3<401::aid-hyp746>3.0.co;2-a · Cited by 241
Stranded on a Late Cambrian shoreline: Medusae from central Wisconsin
(2002) · doi:10.1130/0091-7613(2002)030 · Cited by 236
Steward, D. R., Bruss, P. J., Yang, X., Staggenborg, S. A., Welch, S. M., & Apley, M. D. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1220351110 · Cited by 234
Snowmelt infiltration to frozen Prairie soils
Granger, R. J., Gray, D. M., & Dyck, G. E. (1984) · Canadian Journal of Earth Sciences · doi:10.1139/e84-073 · Cited by 230
Welker, J. M. (2000) · Hydrological Processes · doi:10.1002/1099-1085(20000615)14:8<1449::aid-hyp993>3.0.co;2-7 · Cited by 224
Self-citationDodd, M. B., Lauenroth, W. K., & Welker, J. M. (1998) · Oecologia · doi:10.1007/s004420050686 · Cited by 209
Self-citationRainfall intensity and groundwater recharge: empirical evidence from the Upper Nile Basin
Owor, M., Taylor, R. G., Tindimugaya, C., & Mwesigwa, D. (2009) · Environmental Research Letters · doi:10.1088/1748-9326/4/3/035009 · Cited by 200
Noone, D., & Simmonds, I. (2002) · Journal of Climate · Cited by 198
A Global Analysis of Groundwater Recharge for Vegetation, Climate, and Soils
Kim, J. H., & Jackson, R. B. (2012) · Vadose Zone Journal · doi:10.2136/vzj2011.0021ra · Cited by 191
Groundwater balance estimation in karst by using a conceptual rainfall–runoff model
Jukić, D., & Denić-Jukić, V. (2009) · Journal of Hydrology · doi:10.1016/j.jhydrol.2009.04.035 · Cited by 190
A groundwater isoscape (δD, δ18O) for Mexico
Wassenaar, L. I., Van Wilgenburg, S. L., Larson, K., & Hobson, K. A. (2009) · Journal of Geochemical Exploration · doi:10.1016/j.gexplo.2009.01.001 · Cited by 188
Winograd, I. J., Riggs, A. C., & Coplen, T. B. (1998) · Hydrogeology Journal · doi:10.1007/s100400050135 · Cited by 188
Kulmatiski, A., Beard, K. H., Verweij, R. J. T., & February, E. C. (2010) · New Phytologist · doi:10.1111/j.1469-8137.2010.03338.x · Cited by 168
How much water can a watershed store?
Sayama, T., McDonnell, J. J., Dhakal, A., & Sullivan, K. (2011) · Hydrological Processes · doi:10.1002/hyp.8288 · Cited by 165
Self-citationMuñoz‐Villers, L. E., & McDonnell, J. J. (2012) · Water Resources Research · doi:10.1029/2011wr011316 · Cited by 165
Self-citationHydrological effects of forest transpiration loss in bark beetle-impacted watersheds
Bearup, L. A., Maxwell, R. M., Clow, D. W., & McCray, J. E. (2014) · Nature Climate Change · doi:10.1038/nclimate2198 · Cited by 163
On the effects of seasonality on soil water balance and plant growth
Feng, X. D., Vico, G., & Porporato, A. M. (2012) · Water Resources Research · doi:10.1029/2011wr011263 · Cited by 158
Variations in tree cover in North America since the last glacial maximum
Williams, J. W. (2002) · Global and Planetary Change · doi:10.1016/s0921-8181(02)00088-7 · Cited by 157
Spring Flood Meltwater or Groundwater?
Rodhe, A. (1981) · Hydrology research · doi:10.2166/nh.1981.0002 · Cited by 143
Carey, S. K., & Quinton, W. L. (2005) · Hydrological Processes · doi:10.1002/hyp.5764 · Cited by 136
A stable isotope study of recharge processes in the English Chalk
Darling, W. G., & BATH, A. H. (1988) · Journal of Hydrology · doi:10.1016/0022-1694(88)90026-1 · Cited by 131
Portmann, F. T., Döll, P., Eisner, S., & Flörke, M. (2013) · Environmental Research Letters · doi:10.1088/1748-9326/8/2/024023 · Cited by 128
Aeschbach, W., Stute, M., Clark, J. F., Reuter, R. F., & Schlosser, P. F. (2002) · Geochimica et Cosmochimica Acta · doi:10.1016/s0016-7037(01)00804-3 · Cited by 127
Mileham, L., Taylor, R. G., Todd, M. C., Tindimugaya, C., & Thompson, J. R. (2009) · Hydrological Sciences Journal · doi:10.1623/hysj.54.4.727 · Cited by 124
Stoll, S., Franssen, H. H., Butts, M., & Kinzelbach, W. K. H. (2011) · Hydrology and earth system sciences · doi:10.5194/hess-15-21-2011 · Cited by 119
Rainfall and cave water isotopic relationships in two South-France sites
Genty, D., Labuhn, I., Hoffmann, G., Danis, P., Mestre, O., Bourges, F., Wainer, K. A. I., Massault, M., Van-Exter, S., Régnier, É., et al. (2014) · Geochimica et Cosmochimica Acta · doi:10.1016/j.gca.2014.01.043 · Cited by 114
Detection of Snowmelt Using Spaceborne Microwave Radiometer Data in Eurasia From 1979 to 2007
Takala, M., Pulliainen, J. T., Metsämäki, S., & Koskinen, J. T. (2009) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2009.2018442 · Cited by 114
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Crosbie, R. S., Dawes, W. R., Charles, S. P., Mpelasoka, F. S., Aryal, S., Barron, O. V., & Summerell, G. K. (2011) · Geophysical Research Letters · doi:10.1029/2011gl047657 · Cited by 112
Estimating recharge thresholds in tropical karst island aquifers: Barbados, Puerto Rico and Guam
Jones, I. C., & Banner, J. L. (2003) · Journal of Hydrology · doi:10.1016/s0022-1694(03)00138-0 · Cited by 112
Regional Groundwater Evapotranspiration in Illinois
Yeh, P. J. ‐., & Famiglietti, J. S. (2008) · Journal of Hydrometeorology · doi:10.1175/2008jhm1018.1 · Cited by 102
Isotopic evidence for palaeowaters in the British Isles
Darling, W. G., Edmunds, W. M., & Smedley, P. L. (1997) · Applied Geochemistry · doi:10.1016/s0883-2927(97)00038-3 · Cited by 97
Bretzler, A., Osenbrück, K., Gloaguen, R., Ruprecht, J. S., Kebede, S., & Stadler, S. (2011) · Journal of Hydrology · doi:10.1016/j.jhydrol.2011.03.022 · Cited by 96
Estimating recharge in a tropical Karst Aquifer
Jones, I. C., Banner, J. L., & HUMPHREY, J. D. (2000) · Water Resources Research · doi:10.1029/1999wr900358 · Cited by 93
Spatio-temporal impact of climate change on the groundwater system
Dams, J., Salvadore, E., Daele, T. V., Ntegeka, V., Willems, P., & Batelaan, O. (2012) · Hydrology and earth system sciences · doi:10.5194/hess-16-1517-2012 · Cited by 93
Chimner, R. A., & Welker, J. M. (2005) · Biogeochemistry · doi:10.1007/s10533-004-1989-6 · Cited by 79
Self-citationAbbott, M. D., Lini, A., & Bierman, P. R. (2000) · Journal of Hydrology · doi:10.1016/s0022-1694(00)00149-9 · Cited by 78
Increased snow facilitates plant invasion in mixedgrass prairie
Blumenthal, D. M., Chimner, R. A., Welker, J. M., & Morgan, J. A. (2008) · New Phytologist · doi:10.1111/j.1469-8137.2008.02475.x · Cited by 74
Self-citationYechieli, Y., Kafri, U., & Sivan, O. (2008) · Hydrogeology Journal · doi:10.1007/s10040-008-0329-7 · Cited by 68
On the role of orientation in reducing photoinhibitory damage in photosynthetic‐twig desert shrubs
Ehleringer, J. R., & Cooper, T. A. (1992) · Plant Cell & Environment · doi:10.1111/j.1365-3040.1992.tb00977.x · Cited by 61
Even, H., Carmi, I., Magaritz, M., & Gerson, R. (1986) · Earth Surface Processes and Landforms · doi:10.1002/esp.3290110208 · Cited by 57
Menking, K. M., Bischoff, J. L., Fitzpatrick, J. A., et al. (1997) · Quaternary Research · doi:10.1006/qres.1997.1898 · Cited by 56
Grassi, S., & Cortecci, G. (2004) · Applied Geochemistry · doi:10.1016/j.apgeochem.2004.06.005 · Cited by 54
Alstad, K. P., Welker, J. M., Williams, S. A., & Trlica, M. J. (1999) · Oecologia · doi:10.1007/s004420050870 · Cited by 51
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Demlie, M. B., Wohnlich, S., Gizaw, B., & Stichler, W. (2006) · Hydrological Processes · doi:10.1002/hyp.6273 · Cited by 48
Cable, J. M., Ogle, K., Bolton, W. R., Bentley, L. P., Romanovsky, V. E., Iwata, H., Harazono, Y., & Welker, J. M. (2013) · Ecohydrology · doi:10.1002/eco.1423 · Cited by 44
Self-citationLi, B., Yuan, D., Qin, J., Lin, Y., & Zhang, M. (2000) · Science China Earth Sciences · doi:10.1007/bf02906823 · Cited by 42
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Allen, D. M. (2004) · Ground Water · doi:10.1111/j.1745-6584.2004.tb02447.x · Cited by 39
Winnick, M., Welker, J., & Chamberlain, C. (2012) · Climate of the past · doi:10.5194/cp-9-903-2013 · Cited by 27
Self-citationBakari, S. S., Aagaard, P., Vogt, R. D., Ruden, F., Brennwald, M. S., Johansen, I., & Gulliksen, S. (2012) · Journal of Hydrology · doi:10.1016/j.jhydrol.2012.08.016 · Cited by 23
Hydrogeology of Palm Valley, central Australia; a Pleistocene flora refuge?
Wischusen, J. D. H., Fifield, L. K., & Cresswell, R. G. (2004) · Journal of Hydrology · doi:10.1016/s0022-1694(04)00017-4 · Cited by 19
Stevenson, B., Kelly, E. F., McDonald, E. V., et al. (2010) · The Holocene · doi:10.1177/0959683609356588 · Cited by 10
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Metadata
- Authors
- Jasechko, S., Birks, S. J., Gleeson, T., Wada, Y., Fawcett, P. J., Sharp, Z. D., McDonnell, J. J., & Welker, J. M.
- Venue
- Water Resources Research
- Publisher
- American Geophysical Union (AGU)
- Published
- 2014-11
- Volume
- 50
- Issue
- 11
- Pages
- 8845-8867
- ISSN
- 0043-1397 (ISSN-L)
- 1944-7973
- OpenAlex
- W2119902141
- Cited by
- 425
- References
- 94
- FWCI
- 15.97
- Type
- journal article
- Language
- en
- Open access
- bronze
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