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Modelling global water stress of the recent past: on the relative importance of trends in water demand and climate variability
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Abstract
Abstract. During the past decades, human water use has more than doubled, yet available freshwater resources are finite. As a result, water scarcity has been prevalent in various regions of the world. Here, we present the first global assessment of past development of water stress considering not only climate variability but also growing water demand, desalinated water use and non-renewable groundwater abstraction over the period 1960–2001 at a spatial resolution of 0.5°. Agricultural water demand is estimated based on past extents of irrigated areas and livestock densities. We approximate past economic development based on GDP, energy and household consumption and electricity production, which are subsequently used together with population numbers to estimate industrial and domestic water demand. Climate variability is expressed by simulated blue water availability defined by freshwater in rivers, lakes, wetlands and reservoirs by means of the global hydrological model PCR-GLOBWB. We thus define blue water stress by comparing blue water availability with corresponding net total blue water demand by means of the commonly used, Water Scarcity Index. The results show a drastic increase in the global population living under water-stressed conditions (i.e. moderate to high water stress) due to growing water demand, primarily for irrigation, which has more than doubled from 1708/818 to 3708/1832 km3 yr−1 (gross/net) over the period 1960–2000. We estimate that 800 million people or 27% of the global population were living under water-stressed conditions for 1960. This number is eventually increased to 2.6 billion or 43% for 2000. Our results indicate that increased water demand is a decisive factor for heightened water stress in various regions such as India and North China, enhancing the intensity of water stress up to 200%, while climate variability is often a main determinant of extreme events. However, our results also suggest that in several emerging and developing economies (e.g. India, Turkey, Romania and Cuba) some of past extreme events were anthropogenically driven due to increased water demand rather than being climate-induced.
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Global hydrological cycles and world water resources
Oki, T., & Kanae, S. (2006) · Science · doi:10.1126/science.1128845 · Cited by 4,392
Farming the planet: 1. Geographic distribution of global agricultural lands in the year 2000
Ramankutty, N., Evan, A. T., Monfreda, C., & Foley, J. A. (2008) · Global Biogeochemical Cycles · doi:10.1029/2007gb002952 · Cited by 1,942
Siebert, S., & Döll, P. (2010) · Journal of Hydrology · doi:10.1016/j.jhydrol.2009.07.031 · Cited by 874
Global monthly water stress: 1. Water balance and water availability
van Beek, L. P. H., Wada, Y., & Bierkens, M. F. P. (2011) · Water Resources Research · doi:10.1029/2010wr009791 · Cited by 555
Self-citation
Research works printed but not linked: 61
- Alcamo, J., Flörke, M., and Märker, M.: Future long-term changes in global water resources driven by socio-economic and climatic changes, Hydrol. Sci. J., 52, 247–275, 2007. · DOI · Paper page
- Allan, J. A.: Virtual water: A strategic resource global solutions to regional deficits, Ground Water, 36, 545-546, https://doi.org/10.1111/j.1745-6584.1998.tb02825.x, 1998. · DOI · Paper page
- Arnell, N. W.: Climate change and global water resources, Global Environ. Change, 9, 31–49, 1999. · DOI · Paper page
- Arnell, N. W.: Climate change and global water resources: SRES emissions and socio-economic scenarios, Global Environ. Change, 14, 31–52, 2004. · DOI · Paper page
- Bondeau, A., Smith, P. C., Zaehle, S., Schaphoff, S., Lucht, W., Cramer, W., Gerten, D., Reichstein, M., and Smith, B.: Modelling the role of agriculture for the 20th century, Global Change Biol., 13, 679–706, https://doi.org/10.1111/j.1365-2486.2006.01305.x, 2007. · DOI · Paper page
- Chao, B. F., Wu, Y. H., and Li, Y. S.: Impact of artificial reservoir water impoundment on global sea level, Science, 320, 212–214, https://doi.org/10.1126/science.1154580, 2008. · DOI · Paper page
- Chow, V. T., Maidment, D. R., and Mays, L. W.: Applied Hydrology, McGraw-Hill, New York, USA, 1988.
- D'Odorico, P., Laio, F., and Ridolfi, L.: Does globalization of water reduce societal resilience to drought?, Geophys. Res. Lett., 37, L13403, https://doi.org/10.1029/2010GL043167, 2010. · doi:10.1029/2010gl043167
- Döll, P. and Lehner, B.: Validating of a new global 30-minute drainage direction map, J. Hydrol., 258, 214–231, 2002. · DOI · Paper page
- Döll, P. and Siebert, S.: Global modeling of irrigation water requirements, Water Resour. Res., 38, 8.1–8.10, https://doi.org/10.1029/2001WR000355, 2002. · DOI · Paper page
- Döll, P., Kaspar, F., and Lehner, B.: A global hydrological model for deriving water availability indicators: model tuning and validation, J. Hydrol., 270, 105–134, 2003. · DOI · Paper page
- Döll, P., Fiedler, K., and Zhang, J.: Global-scale analysis of river flow alterations due to water withdrawals and reservoirs, Hydrol. Earth Syst. Sci., 13, 2413–2432, https://doi.org/10.5194/hess-13-2413-2009, 2009. · doi:10.5194/hess-13-2413-2009
- Falkenmark, M., Kijne, J. W., Taron, B., Murdoch, G., Sivakumar, M. V. K., and Craswell, E.: Meeting Water Requirements of an Expanding World Population [and Discussion], Philos. T. Roy. Soc. Lond. B., 352, 929–936, 1997. · DOI · Paper page
- Fiedler, K. and Döll, P.: Global modelling of continental water storage changes – sensitivity to different climate data sets, Adv. Geosci., 11, 63–68, https://doi.org/10.5194/adgeo-11-63-2007, 2007. · DOI
- Gleick, P H., Cooley, H., Cohen, M J., Morikawa, M., Morrison, J., and Palaniappan, M.: The World's Water 2008–2009, The Biennial Report on Freshwater Resources, Island Press, Washington, DC, USA, 2009.
- Haddeland, I., Skaugen, T., and Lettenmaier, D. P.: Anthropogenic impacts on continental surface water fluxes, Geophys. Res. Lett., 33, L08406, https://doi.org/10.1029/2006GL026047, 2006. · DOI · Paper page
- Hagemann, S. and Gates, L. D.: Improving a sub-grid runoff parameterization scheme for climate models by the use of high resolution data derived from satellite observations, Clim. Dynam., 21, 349–359, 2003. · DOI · Paper page
- Hanasaki, N., Kanae, S., and Oki, T.: A reservoir operation scheme for global river routing models, J. Hydrol., 327, 22–41, 2006. · DOI · Paper page
- Hanasaki, N., Kanae, S., Oki, T., Masuda, K., Motoya, K., Shirakawa, N., Shen, Y., and Tanaka, K.: An integrated model for the assessment of global water resources – Part 1: Model description and input meteorological forcing, Hydrol. Earth Syst. Sci., 12, 1007–1025, https://doi.org/10.5194/hess-12-1007-2008, 2008a. · DOI · Paper page
- Hanasaki, N., Kanae, S., Oki, T., Masuda, K., Motoya, K., Shirakawa, N., Shen, Y., and Tanaka, K.: An integrated model for the assessment of global water resources – Part 2: Applications and assessments, Hydrol. Earth Syst. Sci., 12, 1027–1037, https://doi.org/10.5194/hess-12-1027-2008, 2008b. · DOI · Paper page
- Hanasaki, N., Inuzuka, T., Kanae, S., and Oki, T.: An estimation of global virtual water flow and sources of water withdrawal for major crops and livestock products using a global hydrological model, J. Hydrol., 384, 232–244, 2010. · DOI · Paper page
- Hoekstra, A. Y. and Hung, P. Q.: Globalisation of water resources: international virtual water flows in relation to crop trade, Global Environ. Change, 15, 45–56, 2005. · DOI · Paper page
- Islam, S., Oki, T., Kanae, S., Hanasaki, N., Agata, Y., and Yoshimura, K.: A grid-based assessment of global water scarcity including virtual water trading, Water Resour. Manage., 21, 19–33, https://doi.org/10.1007/s11269-006-9038-y, 2007. · DOI
- Koleva, E. and Alexandrov, V.: Drought in the Bulgarian low regions during the 20th Century, Theor. Appl. Climatol., 92, 113–120, 2008. · doi:10.1007/s00704-007-0297-1
- Kummu, M., Ward, P. J., de Moel, H., and Varis, O.: Is physical water scarcity a new phenomenon? Global assessment of water shortage over the last two millennia, Environ. Res. Lett., 5, 034006, 2010. · DOI · Paper page
- Kundzewicz, Z. W., Mata, L. J., Arnell, N. W., Döll, P., Kabat, P., Jiménez, B., Miller, K. A., Oki, T., Sen, Z., and Shiklomanov, I. A.: Climate Change 2007: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, chap. Freshwater resources and their management, Cambridge University Press, Cambridge, UK, 173–210, 2007.
- Lehner, B. and Döll, P.: Development and validation of a global database of lakes, reservoirs and wetlands, J. Hydrol., 296, 1–22, 2004. · DOI · Paper page
- Liverman, D. M.: Drought: A Global Assessment, chap. 31: Adaptation to drought in Mexico, Routledge, New York, USA, 35–45, 2000.
- Mishra, A. K. and Singh, V. P.: A review of drought concepts, J. Hydrol., 391, 202–216, 2010. · DOI · Paper page
- Mitchell, T. D. and Jones, P. D.: An improved method of constructing a database of monthly climate observations and associated high-resolution grids, Int. J. Climatol., 25, 693–712, https://doi.org/10.1002/joc.1181, 2005. · DOI · Paper page
- New, M., Hulme, M., and Jones, P. D.: Representing twentieth century space-time climate variability, Part 2: development of 1901–96 monthly grids of terrestrial surface climate, J. Climate, 13, 2217–2238, 2000. · DOI · Paper page
- New, M., Lister, D., Hulme, M., and Makin, I.: A high-resolution data set of surface climate over global land areas, Clim. Res., 21, 1–25, 2002. · DOI · Paper page
- Oki, T., Agata, Y., Kanae, S., Saruhashi, T., Yang, D., and Musiake, K.: Global assessment of current water resources using total runoff-integrating pathways, Hydrolog. Sci. J., 46, 983–996, 2001. · DOI · Paper page
- Pokhrel, Y., Hanasaki, N., Koirala, S., Cho, J., Yeh, P. J. F., Kim, H., Kanae, S., and Oki, T.: Incorporating anthropogenic water regulation modules into a land surface model, J. Hydrometeorol., https://doi.org/10.1175/JHM-D-11-013.1, in press, 2011. · DOI · Paper page
- Portmann, F., Siebert, S., Bauer, C., and Döll, P.: MIRCA2000 – Global monthly irrigated and rainfed crop areas around the year 2000: a new high-resolution data set for agricultural and hydrological modelling, Global Biogeochem. Cyc., 24, GB1011, https://doi.org/10.1029/2008GB003435, 2010. · DOI · Paper page
- Rost, S., Gerten, D., Bondeau, A., Lucht, W., Rohwer, J., and Schaphoff, S.: Agricultural green and blue water consumption and its influence on the global water system, Water Resour. Res., 44, W09405, https://doi.org/10.1029/2007WR006331, 2008. · DOI · Paper page
- Sandu, I. and Mateescu, E.: Monitoring soil drought in Romania and the impact on agriculture, in: Inter-regional workshop on indices and yearly warning systems for drought, 8–11 December, Lincoln, Nebraska, USA, 2009.
- Sheffield, J. and Wood, E. F.: Characteristics of global and regional drought, 1950–2000: Analysis of soil moisture data from off-line simulation of the terrestrial hydrologic cycle, J. Geophys. Res., 112, D17115, https://doi.org/10.1029/2006JD008288, 2007. · DOI · Paper page
- Shen, C., Wang, W. C., Hao, Z., and Gong, W.: Exceptional drought events over eastern China during the last five centuries, Clim. Change, 85, 453–471, 2007. · DOI
- Shen, Y., Oki, T., Utsumi, N., Kanae, S., and Hanasaki, N.: Projection of future world water resources under SRES scenarios: water withdrawal, Hydrolog. Sci. J., 53, 11–33, 2008. · DOI · Paper page
- Shiklomanov, I. A.: Appraisal and assessment of world water resources, Water Int., 25, 11–32, 2000b. · DOI · Paper page
- Siebert, S., Döll, P., Hoogeveen, J., Faures, J.-M., Frenken, K., and Feick, S.: Development and validation of the global map of irrigation areas, Hydrol. Earth Syst. Sci., 9, 535–547, https://doi.org/10.5194/hess-9-535-2005, 2005. · DOI · Paper page
- Simon, A. and Mohankumar, K.: Spatial variability and rainfall characteristics of Kerala, Proc. Indian Acad. Sci., 113, 211–221, 2004. · doi:10.1007/bf02709788
- Stahle, D. W., Cook, E. R., Villanueva, D. J., Fye, F. K., Burnette, D. J., Griffin, R. D., Soto, R. A., Seager, R., and Richard, R. R.: Early 21st-Century Drought in Mexico, Eos, Trans. Am. Geophys. Union, 90, 89–90, 2009. · DOI
- Sulser, T., Ringler, C., Zhu, T., Msangi, S., Bryan, E., and Rosegrant, M. W.: Green and blue water accounting in the Ganges and Nile basins: implications for food and agricultural policy, J. Hydrol., 384, 276–291, 2010. · doi:10.1016/j.jhydrol.2009.10.003
- Suweis, S., Konar, M., Dalin, C., Hanasaki, N., Rinaldo, A., and Rodriguez-Iturbe, I.: Structure and controls of the global virtual water trade network, Geophys. Res. Lett., 38, L10403, https://doi.org/10.1029/2011GL046837, 2011. · DOI
- Thenkabail, P. S., Biradar, C. M., Noojipady, P., Dheeravath, V., Li, Y. J., Velpuri, M., Reddy, G. P. O., Cai, X. L., Gumma, M., Turral, H., Vithanage, J., Schull, M., and Dutta, R.: A Global Irrigated Area Map (GIAM) Using Remote Sensing at the End of the Last Millennium, Tech. rep., International Water Management Institute, Colombo, Sri Lanka, p.63, 2008. · doi:10.5337/2011.0024
- Tyagi, B. K., Hiriyan, J., Samuel, P., Tewari, S. C., and Paramasivan, R.: Dengue in Kerala: A Critical Review, ICMR Bulletin, 36, 13–22, 2006.
- Uppala, S. M., Kallberg, P. W., Simmons, A. J., Andrae, U., Bechtold, V. D. C., Fiorino, M., Gibson, J. K., Haseler, J., Hernandez, A., Kelly, G. A., Li, X., Onogi, K., Saarinen, S., Sokka, N., Allan, R. P., Andersson, E., Arpe, K., Balmaseda, M. A., Beljaars, A. C. M., Van De Berg, L., Bidlot, J., Bormann, N., Caires, S., Chevallier, F., Dethof, A., Dragosavac, M., Fisher, M., Fuentes, M., Hagemann, S., Holm, E., Hoskins, B. J., Isaksen, L., Janssen, P. A. E. M., Jenne, R., McNally, A. P., Mahfouf, J. F., Morcrette, J. J., Rayner, N. A., Saunders, R. W., Simon, P., Sterl, A., Trenberth, K. E., Untch, A., Vasiljevic, D., Viterbo, P., and Woollen, J.: The ERA-40 re-analysis, Q. J. Roy. Meteorol. Soc., 131, 2961–3012, 2005. · DOI · Paper page
- Vörösmarty, C. J., Green, P., Salisbury, J., and Lammers, R. B.: Global water resources: Vulnerability from climate change and population growth, Science, 289, 284–288, 2000. · DOI · Paper page
- Vörösmarty, C. J., Leveque, C., and Revenga, C.: Millennium Ecosystem Assessment Volume 1: Conditions and Trends, chap. 7: Freshwater ecosystems, Island Press, Washington DC, USA, 165–207, 2005.
- Wada, Y., van Beek, L. P. H., van Kempen, C. M., Reckman, J. W. T. M., Vasak, S., and Bierkens, M. F. P.: Global depletion of groundwater resources, Geophys. Res. Lett., 37, L20402, https://doi.org/10.1029/2010GL044571, 2010. · DOI · Paper page
- Wada, Y., van Beek, L. P. H., and Bierkens, M. F. P.: Non-sustainable groundwater sustaining irrigation - a global assessment, Water Resour. Res., https://doi.org/10.1029/2011WR010562, in press, 2011a. · DOI · Paper page
- Wada, Y., van Beek, L. P. H., Viviroli, D., Dürr, H. H., Weingartner, R., and Bierkens, M. F. P.: Global monthly water stress: II. Water demand and severity of water, Water Resour. Res., 47, W07518, https://doi.org/10.1029/2010WR009792, 2011b. · DOI · Paper page
- Widén-Nilsson, E., Halldin, S., and Xu, C.: Global water-balance modelling with WASMOD-M: Parameter estimation and regionalization, J. Hydrol., 340, 105–118, 2007. · DOI · Paper page
- Wilhite, D. and Glantz, M. H.: Understanding the drought phenomenon: the role of definitions, Water Int., 10, 111–120, 1985. · DOI · Paper page
- Wisser, D., Frolking, S., Douglas, E. M., Fekete, B. M., Vörösmarty, C. J., and Schumann, A. H.: Global irrigation water demand: Variability and uncertainties arising from agricultural and climate data sets, Geophys. Res. Lett., 35, L24408, https://doi.org/10.1029/2008GL035296, 2008. · DOI · Paper page
- Wisser, D., Fekete, B. M., Vörósmarty, C. J., and Schumann, A. H.: Reconstructing 20th century global hydrography: a contribution to the Global Terrestrial Network- Hydrology (GTN-H), Hydrol. Earth Syst. Sci., 14, 1–24, https://doi.org/10.5194/hess-14-1-2010, 2010. · DOI · Paper page
- Yeh, P. J. F. and Famiglietti, J. S.: Regional groundwater evapotranspiration in Illinois, J. Hydrometeorol., 10, 464-478, https://doi.org/10.1175/2008JHM1018.1, 2009. · DOI
- Zavoianu, I.: Romania's Water Resources and Their Use, GeoJournal, 29, 19–30, 1993. · doi:10.1007/bf00806862
- Zhuguo, M. A., Li, D. N., and Yuewen, H. U.: The extreme dry/wet events in northern China during recent 100 years, J. Geogr. Sci., 14, 275–281, 2004. · doi:10.1007/bf02837407
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Metadata
- Authors
- Wada, Y., van Beek, L. P. H., & Bierkens, M. F. P.
- Venue
- Hydrology and Earth System Sciences
- Publisher
- Copernicus GmbH
- Published
- 2011-12-20
- Volume
- 15
- Issue
- 12
- Pages
- 3785-3808
- ISSN
- 1027-5606 (ISSN-L)
- 1607-7938
- OpenAlex
- W2129095959
- Cited by
- 412
- References
- 4
- FWCI
- 24.93
- Type
- journal article
- Language
- en
- Open access
- gold
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