A modeling study of irrigation effects on global surface water and groundwater resources under a changing climate
Abstract
In this paper, the effects of irrigation on global surface water (SW) and groundwater (GW) resources are investigated by performing simulations using Community Land Model 4.0 (CLM4) at 0.5-degree resolution driven by downscaled/bias-corrected historical simulations and future projections from five General Circulation Models (GCMs) for 1950-2099. For each climate scenario, three sets of numerical experiments were configured: (1) a control experiment (CTRL) in which all crops are assumed to be rainfed; (2) an irrigation experiment (IRRIG) in which the irrigation module using only SW for irrigation is activated; and (3) a groundwater pumping experiment (PUMP) in which a groundwater pumping scheme coupled with the irrigation module is activated for conjunctive use of SW and GW for irrigation. The parameters associated with irrigation and groundwater pumping are calibrated based on a global inventory of census-based SW and GW use compiled by the Food and Agricultural Organization (FAO). Our results suggest that irrigation could lead to two major opposing effects: SW depletion/GW accumulation in regions with irrigation primarily fed by SW, and SW accumulation/GW depletion in regions with irrigation fed primarily by GW. Furthermore, irrigation depending primarily on SW tends to have larger impacts on low-flow than high-flow conditions, suggesting the potentialmore »
- Authors:
-
- Atmospheric Sciences and Global Change Division Pacific Northwest National Laboratory Richland Washington USA, Key Laboratory of Water Cycle and Related Land Surface Processes Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences Beijing China
- Atmospheric Sciences and Global Change Division Pacific Northwest National Laboratory Richland Washington USA
- Key Laboratory of Water Cycle and Related Land Surface Processes Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences Beijing China
- Publication Date:
- Research Org.:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Biological and Environmental Research (BER)
- OSTI Identifier:
- 1223159
- Alternate Identifier(s):
- OSTI ID: 1229961; OSTI ID: 1785817
- Report Number(s):
- PNNL-SA-105104
Journal ID: ISSN 1942-2466
- Grant/Contract Number:
- AC05-76RLO1830; 41425002; 2012CB955403
- Resource Type:
- Published Article
- Journal Name:
- Journal of Advances in Modeling Earth Systems
- Additional Journal Information:
- Journal Name: Journal of Advances in Modeling Earth Systems Journal Volume: 7 Journal Issue: 3; Journal ID: ISSN 1942-2466
- Publisher:
- American Geophysical Union (AGU)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; irrigation; groundwater pumping; surface water/groundwater; global; CLM
Citation Formats
Leng, Guoyong, Huang, Maoyi, Tang, Qiuhong, and Leung, L. Ruby. A modeling study of irrigation effects on global surface water and groundwater resources under a changing climate. United States: N. p., 2015.
Web. doi:10.1002/2015MS000437.
Leng, Guoyong, Huang, Maoyi, Tang, Qiuhong, & Leung, L. Ruby. A modeling study of irrigation effects on global surface water and groundwater resources under a changing climate. United States. https://doi.org/10.1002/2015MS000437
Leng, Guoyong, Huang, Maoyi, Tang, Qiuhong, and Leung, L. Ruby. Tue .
"A modeling study of irrigation effects on global surface water and groundwater resources under a changing climate". United States. https://doi.org/10.1002/2015MS000437.
@article{osti_1223159,
title = {A modeling study of irrigation effects on global surface water and groundwater resources under a changing climate},
author = {Leng, Guoyong and Huang, Maoyi and Tang, Qiuhong and Leung, L. Ruby},
abstractNote = {In this paper, the effects of irrigation on global surface water (SW) and groundwater (GW) resources are investigated by performing simulations using Community Land Model 4.0 (CLM4) at 0.5-degree resolution driven by downscaled/bias-corrected historical simulations and future projections from five General Circulation Models (GCMs) for 1950-2099. For each climate scenario, three sets of numerical experiments were configured: (1) a control experiment (CTRL) in which all crops are assumed to be rainfed; (2) an irrigation experiment (IRRIG) in which the irrigation module using only SW for irrigation is activated; and (3) a groundwater pumping experiment (PUMP) in which a groundwater pumping scheme coupled with the irrigation module is activated for conjunctive use of SW and GW for irrigation. The parameters associated with irrigation and groundwater pumping are calibrated based on a global inventory of census-based SW and GW use compiled by the Food and Agricultural Organization (FAO). Our results suggest that irrigation could lead to two major opposing effects: SW depletion/GW accumulation in regions with irrigation primarily fed by SW, and SW accumulation/GW depletion in regions with irrigation fed primarily by GW. Furthermore, irrigation depending primarily on SW tends to have larger impacts on low-flow than high-flow conditions, suggesting the potential to increase vulnerability to drought. By the end of the 21st century (2070-2099), climate change significantly increases (relative to 1971-2000) irrigation water demand across the world. Combined with the increased temporal-spatial variability of water supply, this may lead to severe issues of local water scarcity for irrigation. Regionally, irrigation has the potential to aggravate/alleviate climate-induced changes of SW/GW although such effects are negligible when averaged globally. Our results emphasize the importance of accounting for irrigation effects and irrigation sources in regional climate change impact assessment.},
doi = {10.1002/2015MS000437},
journal = {Journal of Advances in Modeling Earth Systems},
number = 3,
volume = 7,
place = {United States},
year = {Tue Aug 25 00:00:00 EDT 2015},
month = {Tue Aug 25 00:00:00 EDT 2015}
}
https://doi.org/10.1002/2015MS000437
Web of Science
Works referenced in this record:
An integrated model for the assessment of global water resources – Part 1: Model description and input meteorological forcing
journal, January 2008
- Hanasaki, N.; Kanae, S.; Oki, T.
- Hydrology and Earth System Sciences, Vol. 12, Issue 4
Development of high resolution land surface parameters for the Community Land Model
journal, January 2012
- Ke, Y.; Leung, L. R.; Huang, M.
- Geoscientific Model Development Discussions, Vol. 5, Issue 2
On an improved sub-regional water resources management representation for integration into earth system models
journal, January 2013
- Voisin, N.; Li, H.; Ward, D.
- Hydrology and Earth System Sciences, Vol. 17, Issue 9
Satellites measure recent rates of groundwater depletion in California's Central Valley: CENTRAL VALLEY GROUNDWATER DEPLETION
journal, February 2011
- Famiglietti, J. S.; Lo, M.; Ho, S. L.
- Geophysical Research Letters, Vol. 38, Issue 3
One-way coupling of an integrated assessment model and a water resources model: evaluation and implications of future changes over the US Midwest
journal, January 2013
- Voisin, N.; Liu, L.; Hejazi, M.
- Hydrology and Earth System Sciences, Vol. 17, Issue 11
Effects of anthropogenic groundwater exploitation on land surface processes: A case study of the Haihe River Basin, northern China
journal, May 2015
- Zou, Jing; Xie, Zhenghui; Zhan, Chesheng
- Journal of Hydrology, Vol. 524
Influence of irrigation on land hydrological processes over California
journal, December 2014
- Sorooshian, Soroosh; AghaKouchak, Amir; Li, Jialun
- Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 23
Development and validation of the global map of irrigation areas
journal, January 2005
- Siebert, S.; Döll, P.; Hoogeveen, J.
- Hydrology and Earth System Sciences, Vol. 9, Issue 5
Impact of a Statistical Bias Correction on the Projected Hydrological Changes Obtained from Three GCMs and Two Hydrology Models
journal, August 2011
- Hagemann, Stefan; Chen, Cui; Haerter, Jan O.
- Journal of Hydrometeorology, Vol. 12, Issue 4
A trend-preserving bias correction – the ISI-MIP approach
journal, January 2013
- Hempel, S.; Frieler, K.; Warszawski, L.
- Earth System Dynamics, Vol. 4, Issue 2
Effects of irrigation on the water and energy balances of the Colorado and Mekong river basins
journal, June 2006
- Haddeland, Ingjerd; Lettenmaier, Dennis P.; Skaugen, Thomas
- Journal of Hydrology, Vol. 324, Issue 1-4
Statistical bias correction of global simulated daily precipitation and temperature for the application of hydrological models
journal, December 2010
- Piani, C.; Weedon, G. P.; Best, M.
- Journal of Hydrology, Vol. 395, Issue 3-4
Evaluating runoff simulations from the Community Land Model 4.0 using observations from flux towers and a mountainous watershed: EVALUATING RUNOFF SIMULATIONS FROM CLM4
journal, December 2011
- Li, Hongyi; Huang, Maoyi; Wigmosta, Mark S.
- Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D24
Irrigation in California's Central Valley strengthens the southwestern U.S. water cycle: CENTRAL VALLEY IRRIGATION STRENGTHENS U. S. MONSOON
journal, January 2013
- Lo, Min-Hui; Famiglietti, James S.
- Geophysical Research Letters, Vol. 40, Issue 2
Projected impacts of climate change on farmers' extraction of groundwater from crystalline aquifers in South India
journal, January 2014
- Ferrant, Sylvain; Caballero, Yvan; Perrin, Jérome
- Scientific Reports, Vol. 4, Issue 1
Modelling global water stress of the recent past: on the relative importance of trends in water demand and climate variability
journal, January 2011
- Wada, Y.; van Beek, L. P. H.; Bierkens, M. F. P.
- Hydrology and Earth System Sciences, Vol. 15, Issue 12
A new methodology to map irrigated areas using multi-temporal MODIS and ancillary data: An application example in the continental US
journal, September 2008
- Ozdogan, Mutlu; Gutman, Garik
- Remote Sensing of Environment, Vol. 112, Issue 9
Improvements in a half degree atmosphere/land version of the CCSM
journal, July 2009
- Gent, Peter R.; Yeager, Stephen G.; Neale, Richard B.
- Climate Dynamics, Vol. 34, Issue 6
Spatiotemporal patterns of evapotranspiration in response to multiple environmental factors simulated by the Community Land Model
journal, April 2013
- Shi, Xiaoying; Mao, Jiafu; Thornton, Peter E.
- Environmental Research Letters, Vol. 8, Issue 2
The next generation of scenarios for climate change research and assessment
journal, February 2010
- Moss, Richard H.; Edmonds, Jae A.; Hibbard, Kathy A.
- Nature, Vol. 463, Issue 7282
How is the impact of climate change on river flow regimes related to the impact on mean annual runoff? A global-scale analysis
journal, January 2012
- Döll, Petra; Schmied, Hannes Müller
- Environmental Research Letters, Vol. 7, Issue 1
Detection of a direct carbon dioxide effect in continental river runoff records
journal, February 2006
- Gedney, N.; Cox, P. M.; Betts, R. A.
- Nature, Vol. 439, Issue 7078
Creation of the WATCH Forcing Data and Its Use to Assess Global and Regional Reference Crop Evaporation over Land during the Twentieth Century
journal, October 2011
- Weedon, G. P.; Gomes, S.; Viterbo, P.
- Journal of Hydrometeorology, Vol. 12, Issue 5
Downscaling global land cover projections from an integrated assessment model for use in regional analyses: results and evaluation for the US from 2005 to 2095
journal, May 2014
- West, Tristram O.; Le Page, Yannick; Huang, Maoyi
- Environmental Research Letters, Vol. 9, Issue 6
Effects of crop growth and development on regional climate: a case study over East Asian monsoon area
journal, June 2011
- Chen, Feng; Xie, Zhenghui
- Climate Dynamics, Vol. 38, Issue 11-12
Large-scale water cycle perturbation due to irrigation pumping in the US High Plains: A synthesis of observed streamflow changes
journal, September 2010
- Kustu, M. Deniz; Fan, Ying; Robock, Alan
- Journal of Hydrology, Vol. 390, Issue 3-4
Robust spring drying in the southwestern U.S. and seasonal migration of wet/dry patterns in a warmer climate: FUTURE WATER AVAILABILITY CHANGES
journal, March 2014
- Gao, Yang; Leung, L. Ruby; Lu, Jian
- Geophysical Research Letters, Vol. 41, Issue 5
Global monthly water stress: 2. Water demand and severity of water stress: GLOBAL MONTHLY WATER STRESS, 2
journal, July 2011
- Wada, Yoshihide; van Beek, L. P. H.; Viviroli, Daniel
- Water Resources Research, Vol. 47, Issue 7
Changes in climate and land use have a larger direct impact than rising CO2 on global river runoff trends
journal, September 2007
- Piao, S.; Friedlingstein, P.; Ciais, P.
- Proceedings of the National Academy of Sciences, Vol. 104, Issue 39
Modeling the Impacts of Future Climate Change on Irrigation over China: Sensitivity to Adjusted Projections
journal, October 2014
- Leng, Guoyong; Tang, Qiuhong
- Journal of Hydrometeorology, Vol. 15, Issue 5
Improving simulation of soil moisture in China using a multiple meteorological forcing ensemble approach
journal, January 2013
- Liu, J. -G.; Xie, Z. -H.
- Hydrology and Earth System Sciences, Vol. 17, Issue 9
Impact of water withdrawals from groundwater and surface water on continental water storage variations
journal, September 2012
- Döll, P.; Hoffmann-Dobrev, H.; Portmann, F. T.
- Journal of Geodynamics, Vol. 59-60
Satellite-based estimates of groundwater depletion in India
journal, August 2009
- Rodell, Matthew; Velicogna, Isabella; Famiglietti, James S.
- Nature, Vol. 460, Issue 7258
Impact of climate change on renewable groundwater resources: assessing the benefits of avoided greenhouse gas emissions using selected CMIP5 climate projections
journal, May 2013
- Portmann, Felix T.; Döll, Petra; Eisner, Stephanie
- Environmental Research Letters, Vol. 8, Issue 2
Parameterization improvements and functional and structural advances in Version 4 of the Community Land Model: PARAMETERIZATION IMPROVEMENTS AND FUNCTIONAL AND STRUCTURAL ADVANCES
journal, January 2011
- Lawrence, David M.; Oleson, Keith W.; Flanner, Mark G.
- Journal of Advances in Modeling Earth Systems, Vol. 3, Issue 1
Global modeling of withdrawal, allocation and consumptive use of surface water and groundwater resources
journal, January 2014
- Wada, Y.; Wisser, D.; Bierkens, M. F. P.
- Earth System Dynamics, Vol. 5, Issue 1
Changes of time mean state and variability of hydrology in response to a doubling and quadrupling of CO2
journal, November 2009
- Wetherald, Richard T.
- Climatic Change, Vol. 102, Issue 3-4
Groundwater use for irrigation – a global inventory
journal, January 2010
- Siebert, S.; Burke, J.; Faures, J. M.
- Hydrology and Earth System Sciences, Vol. 14, Issue 10
Projected changes in mean and interannual variability of surface water over continental China
journal, December 2014
- Leng, GuoYong; Tang, QiuHong; Huang, MaoYi
- Science China Earth Sciences, Vol. 58, Issue 5
Simulating the Effects of Irrigation over the United States in a Land Surface Model Based on Satellite-Derived Agricultural Data
journal, February 2010
- Ozdogan, Mutlu; Rodell, Matthew; Beaudoing, Hiroko Kato
- Journal of Hydrometeorology, Vol. 11, Issue 1
Research Needs and Directions of Regional Climate Modeling Using WRF and CCSM
journal, December 2006
- Leung, L. Ruby; Kuo, Ying-Hwa; Tribbia, Joe
- Bulletin of the American Meteorological Society, Vol. 87, Issue 12
Global Hydrological Cycles and World Water Resources
journal, August 2006
- Oki, T.
- Science, Vol. 313, Issue 5790
Impact of Climate Change and Variability on Irrigation Requirements: A Global Perspective
journal, August 2002
- Döll, Petra
- Climatic Change, Vol. 54, Issue 3
A comparative analysis of the impacts of climate change and irrigation on land surface and subsurface hydrology in the North China Plain
journal, June 2014
- Leng, Guoyong; Tang, Qiuhong; Huang, Maoyi
- Regional Environmental Change, Vol. 15, Issue 2
Multimodel projections and uncertainties of irrigation water demand under climate change: IRRIGATION DEMAND UNDER CLIMATE CHANGE
journal, September 2013
- Wada, Yoshihide; Wisser, Dominik; Eisner, Stephanie
- Geophysical Research Letters, Vol. 40, Issue 17
Multisectoral climate impact hotspots in a warming world
journal, December 2013
- Piontek, Franziska; Müller, Christoph; Pugh, Thomas A. M.
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
Runoff sensitivity to global mean temperature change in the CMIP5 Models: Runoff Sensitivity estimated using CMIP5
journal, August 2014
- Zhang, Xuejun; Tang, Qiuhong; Zhang, Xuezhen
- Geophysical Research Letters, Vol. 41, Issue 15
Responses of terrestrial aridity to global warming
journal, July 2014
- Fu, Qiang; Feng, Song
- Journal of Geophysical Research: Atmospheres, Vol. 119, Issue 13
Global water resources affected by human interventions and climate change
journal, December 2013
- Haddeland, Ingjerd; Heinke, Jens; Biemans, Hester
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
Representing a new MODIS consistent land surface in the Community Land Model (CLM 3.0)
journal, January 2007
- Lawrence, Peter J.; Chase, Thomas N.
- Journal of Geophysical Research, Vol. 112, Issue G1
Sensitivity of surface flux simulations to hydrologic parameters based on an uncertainty quantification framework applied to the Community Land Model: UNCERTAINTY QUANTIFICATION FOR CLM4
journal, August 2012
- Hou, Zhangshuan; Huang, Maoyi; Leung, L. Ruby
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D15
Beneath the surface of global change: Impacts of climate change on groundwater
journal, August 2011
- Green, Timothy R.; Taniguchi, Makoto; Kooi, Henk
- Journal of Hydrology, Vol. 405, Issue 3-4
Uncertainty Analysis of Runoff Simulations and Parameter Identifiability in the Community Land Model: Evidence from MOPEX Basins
journal, December 2013
- Huang, Maoyi; Hou, Zhangshuan; Leung, L. Ruby
- Journal of Hydrometeorology, Vol. 14, Issue 6
Effects of interbasin water transfer on regional climate: A case study of the Middle Route of the South-to-North Water Transfer Project in China
journal, January 2010
- Chen, Feng; Xie, Zhenghui
- Journal of Geophysical Research, Vol. 115, Issue D11
Effects of global irrigation on the near-surface climate
journal, July 2008
- Sacks, William J.; Cook, Benjamin I.; Buenning, Nikolaus
- Climate Dynamics, Vol. 33, Issue 2-3
Climatic responses to anthropogenic groundwater exploitation: a case study of the Haihe River Basin, Northern China
journal, November 2013
- Zou, Jing; Xie, Zhenghui; Yu, Yan
- Climate Dynamics, Vol. 42, Issue 7-8
Influence of irrigation schemes used in regional climate models on evapotranspiration estimation: Results and comparative studies from California's Central Valley agricultural regions: INFLUENCE OF IRRIGATION IN RCM ON ET
journal, March 2012
- Sorooshian, Soroosh; Li, Jialun; Hsu, Kuo-lin
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D6
Modeling the effects of irrigation on land surface fluxes and states over the conterminous United States: Sensitivity to input data and model parameters: EFFECTS OF IRRIGATION OVER CONUS
journal, September 2013
- Leng, Guoyong; Huang, Maoyi; Tang, Qiuhong
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 17
Human impacts on terrestrial hydrology: climate change versus pumping and irrigation
journal, October 2012
- Ferguson, Ian M.; Maxwell, Reed M.
- Environmental Research Letters, Vol. 7, Issue 4
A Modeling Study of Irrigation Effects on Surface Fluxes and Land–Air–Cloud Interactions in the Southern Great Plains
journal, June 2013
- Qian, Yun; Huang, Maoyi; Yang, Ben
- Journal of Hydrometeorology, Vol. 14, Issue 3
Multimodel assessment of water scarcity under climate change
journal, December 2013
- Schewe, Jacob; Heinke, Jens; Gerten, Dieter
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
Ground water and climate change
journal, November 2012
- Taylor, Richard G.; Scanlon, Bridget; Döll, Petra
- Nature Climate Change, Vol. 3, Issue 4
Global depletion of groundwater resources: GLOBAL GROUNDWATER DEPLETION
journal, October 2010
- Wada, Yoshihide; van Beek, Ludovicus P. H.; van Kempen, Cheryl M.
- Geophysical Research Letters, Vol. 37, Issue 20
Quantifying blue and green virtual water contents in global crop production as well as potential production losses without irrigation
journal, April 2010
- Siebert, Stefan; Döll, Petra
- Journal of Hydrology, Vol. 384, Issue 3-4
Climate impacts on global irrigation requirements under 19 GCMs, simulated with a vegetation and hydrology model
journal, January 2013
- Konzmann, Markus; Gerten, Dieter; Heinke, Jens
- Hydrological Sciences Journal, Vol. 58, Issue 1
Feedbacks between managed irrigation and water availability: Diagnosing temporal and spatial patterns using an integrated hydrologic model
journal, March 2014
- Condon, Laura E.; Maxwell, Reed M.
- Water Resources Research, Vol. 50, Issue 3
Global warming under old and new scenarios using IPCC climate sensitivity range estimates
journal, February 2012
- Rogelj, Joeri; Meinshausen, Malte; Knutti, Reto
- Nature Climate Change, Vol. 2, Issue 4
Effects of crop growth and development on land surface fluxes
journal, June 2011
- Chen, Feng; Xie, Zhenghui
- Advances in Atmospheric Sciences, Vol. 28, Issue 4
Ensemble projections of future streamflow droughts in Europe
journal, January 2014
- Forzieri, G.; Feyen, L.; Rojas, R.
- Hydrology and Earth System Sciences, Vol. 18, Issue 1
High-resolution fields of global runoff combining observed river discharge and simulated water balances: HIGH-RESOLUTION COMPOSITE RUNOFF FIELDS
journal, August 2002
- Fekete, Balázs M.; Vörösmarty, Charles J.; Grabs, Wolfgang
- Global Biogeochemical Cycles, Vol. 16, Issue 3
Modelling the impacts of projected future climate change on water resources in north-west England
journal, January 2007
- Fowler, H. J.; Kilsby, C. G.; Stunell, J.
- Hydrology and Earth System Sciences, Vol. 11, Issue 3
Incorporation of groundwater pumping in a global Land Surface Model with the representation of human impacts
journal, January 2015
- Pokhrel, Yadu N.; Koirala, Sujan; Yeh, Pat J. -F.
- Water Resources Research, Vol. 51, Issue 1
Constraints and potentials of future irrigation water availability on agricultural production under climate change
journal, December 2013
- Elliott, Joshua; Deryng, Delphine; Müller, Christoph
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
Modeling the Effects of Groundwater-Fed Irrigation on Terrestrial Hydrology over the Conterminous United States
journal, June 2014
- Leng, Guoyong; Huang, Maoyi; Tang, Qiuhong
- Journal of Hydrometeorology, Vol. 15, Issue 3
Climate change impacts on meteorological, agricultural and hydrological droughts in China
journal, March 2015
- Leng, Guoyong; Tang, Qiuhong; Rayburg, Scott
- Global and Planetary Change, Vol. 126
The Influence of Precipitation Variability and Partial Irrigation within Grid Cells on a Hydrological Simulation
journal, June 2007
- Tang, Qiuhong; Oki, Taikan; Kanae, Shinjiro
- Journal of Hydrometeorology, Vol. 8, Issue 3
The Inter-Sectoral Impact Model Intercomparison Project (ISI–MIP): Project framework
journal, December 2013
- Warszawski, Lila; Frieler, Katja; Huber, Veronika
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 9