Abstract
The Indian subcontinent is one of the most highly irrigated regions of the world where water use has intensified since the second half of the twentieth century. This agricultural intensification has resulted in changes in the water and energy balance between land surface and atmosphere is affected by these changes, which further influences climatic parameters that directly affect us. Over India, the practice of irrigation has changed in recent years resulting in an increased agricultural productivity as well as a depletion of groundwater. In this study, we use the Community Earth System Model CESM1.2 (Community Land Model (CLM4.5) with an active crop model coupled to the Community Atmospheric Model and a slab ocean) to examine the sensitivity of India’s climate to the amount of irrigation. We vary the amount of irrigation water by varying the irrigation factor in the CLM4.5 to produce a range of conditions from a bare minimum of no water stress in the crop to saturated soil. By holding all other forcings constant at year 2000 levels, we are able to examine the changes in temperature and precipitation over India due to varying amounts of irrigation. We find that irrigation decreases the maximum and minimum temperatures by nearly 3 °C and 4 °C respectively over the most heavily irrigated parts of the Indian subcontinent as a result of increased latent heat partitioning of energy. The resultant cooling (about 4% in annual mean temperature across India) impacts the monsoon circulation and reduces the moisture transport resulting in a statistically significant decrease of 1.46–4.17% in the all India summer monsoon rainfall with a decrease over the eastern part of the Gangetic basin and an increase over the Punjab region of Pakistan and India. While the large effect on temperature and precipitation may be a result of the model simulations having an irrigation seasonality that peaks in the pre-monsoon months, there is significant disagreement across different model based irrigation estimates on the timing and amount of the peak irrigation water added. This uncertainty in irrigation needs to be resolved to better understand its effects on India’s climate.
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References
Adegoke JO, Pielke RA, Eastman J, Mahmood R, Hubbard KG (2003) Impact of irrigation on midsummer surface fluxes and temperature under dry synoptic conditions: a regional atmospheric model study of the U.S. high plains. Mon Weather Rev 131:556–564. https://doi.org/10.1175/1520-0493(2003)131%3c0556:IOIOMS%3e2.0.CO;2
Aeschbach-Hertig W, Gleeson T (2012) Regional strategies for the accelerating global problem of groundwater depletion. Nat Geosci 5(12):853–861. https://doi.org/10.1038/ngeo1617
Alter RE, Fan Y, Lintner BR, Weaver CP (2015a) Observational evidence that great plains irrigation has enhanced summer precipitation intensity and totals in the Midwestern United States. J Hydrometeorol. https://doi.org/10.1175/JHM-D-14-0115.1
Alter R, Im E-S, Eltahir E (2015b) Rainfall consistently enhanced around the Gezira Scheme in East Africa due to irrigation. Nat Geosci 8:763–767. https://doi.org/10.1038/ngeo2514
Alter RE, Douglas HC, Winter JM, Eltahir EAB (2018) Twentieth century regional climate change during the summer in the central United States attributed to agricultural intensification. Geophys Res Lett 45:1586–1594. https://doi.org/10.1002/2017GL075604
Ambika A, Wardlow B, Mishra V (2016) Remotely sensed high resolution irrigated area mapping in India for 2000 to 2015. Sci Data 3:160118. https://doi.org/10.1038/sdata.2016.118
Amrith SS (2018) Risk and the South Asian monsoon. Clim Change 151:17–28. https://doi.org/10.1007/s10584-016-1629-x
Arora VK (2002) Modeling vegetation as a dynamic component in soil–vegetation–atmosphere transfer schemes and hydrological models. Rev Geophys 40(2):1. https://doi.org/10.1029/2001RG000103
Bala G, Caldeira K, Wickett M, Phillips TJ, Lobell DB, Delire C, Mirin A (2007) Combined climate and carbon-cycle effects of large-scale deforestation. Proc Natl Acad Sci 104:6550–6555. https://doi.org/10.1073/pnas.0608998104
Barnston SG, Schickedanz PT (1984) The effect of irrigation on warm season precipitation in the southern Great Plains. J Clim Appl Meteorol 23:865–888
Biemans H, Siderius C, Mishra A, Ahmad B (2016) Crop-specific seasonal estimates of irrigation-water demand in South Asia. Hydrol Earth Syst Sci 20:1971–1982. https://doi.org/10.5194/hess-20-1971-2016
Bollasina MA (2014) Hydrology: probing the monsoon pulse. Nat Clim Chang 4:422–423. https://doi.org/10.1038/nclimate2243
Bonfils C, Lobell D (2007) Empirical evidence for a recent slowdown in irrigation-induced cooling. Proc Natl Acad Sci 104:13582–13587. https://doi.org/10.1073/pnas.0700144104
Boucher O, Myhre G, Myhre A (2004) Direct human influence of irrigation on atmospheric water vapour and climate. Clim Dyn 22(6–7):597–603. https://doi.org/10.1007/s00382-004-0402-4
Claverie M, Vermote E, Program NOAACDR (2014) NOAA climate data record (CDR) of leaf area index (LAI) and fraction of absorbed photosynthetically active radiation (FAPAR), version 4. NOAA Natl Centers Environ Inf. https://doi.org/10.7289/V5M043BX
Cook B, Shukla S, Puma M, Nazarenko L (2015) Irrigation as an historical climate forcing. Clim Dyn 44:1715–1730. https://doi.org/10.1007/s00382-014-2204-7
de Vrese P, Hagemann S, Claussen M (2016) Asian irrigation, African rain: remote impacts of irrigation. Geophys Res Lett 43:2016GL068146. https://doi.org/10.1002/2016gl068146
DeAngelis A, Dominguez F, Fan Y, Robock A, Kustu MD, Robinson D (2010) Evidence of enhanced precipitation due to Irrigation over the Great Plains of the United States. J Geophys Res Atmos. https://doi.org/10.1029/2010JD013892
Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M, McNally AP, Monge-Sanz BM, Morcrette J-J, Park B-K, Peubey C, de Rosnay P, Tavolato C, Thépaut J-N, Vitart F (2011) The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597. https://doi.org/10.1002/qj.828
Devaraju N, Bala G, Nemani R (2015a) Modelling the influence of land-use changes on biophysical and biochemical interactions at regional and global scales. Plant, Cell Environ 38:1931–1946. https://doi.org/10.1111/pce.12488
Devaraju N, Bala G, Modak A (2015b) Effects of large-scale deforestation on precipitation in the monsoon regions: Remote versus local effects. Proc Natl Acad Sci 112:3257–3262. https://doi.org/10.1073/pnas.1423439112
Döll P, Hoffmann-Dobrev H, Portmann FT, Siebert S, Eicker A, Rodell M, Strassberg G, Scanlon BR (2012) Impact of water withdrawals from groundwater and surface water on continental water storage variations. J Geodyn 59–60(September):143–156. https://doi.org/10.1016/J.JOG.2011.05.001
Douglas EM, Dev Niyogi S, Frolking JB, Yeluripati RA, Pielke NN, Vörösmarty CJ, Mohanty UC (2006) Changes in moisture and energy fluxes due to agricultural land use and irrigation in the Indian monsoon belt. Geophys Res Lett 33(14):L14403. https://doi.org/10.1029/2006GL026550
Douglas EM, Beltrán-Przekurat A, Niyogi D, Pielke RA, Vörösmarty CJ (2009) The impact of agricultural intensification and irrigation on land–atmosphere interactions and Indian monsoon precipitation—a mesoscale modeling perspective. Glob Planet Change 67:117–128. https://doi.org/10.1016/j.gloplacha.2008.12.007
Eltahir Elfatih A B (1998) A soil moisture-rainfall feedback mechanism: 1. Theory and observations. Water Resour Res 34(4):765–776. https://doi.org/10.1029/97WR03499
Freydank K, Siebert S (2008) Towards mapping the extent of irrigation in the last century: time series of irrigated area per country. Technical report 8. Institute of Physical Geography, University of Frankfurt, Frankfurt
Guimberteau M, Laval K, Perrier A, Polcher J (2012) Global effect of irrigation and its impact on the onset of the Indian summer monsoon. Clim Dyn 39:1329–1348. https://doi.org/10.1007/s00382-011-1252-5
Harding KJ, Snyder PK, Harding KJ, Snyder PK (2012a) Modeling the atmospheric response to irrigation in the great plains. Part I: General impacts on precipitation and the energy budget. J Hydrometeorol 13(6):1667–1686. https://doi.org/10.1175/JHM-D-11-098.1
Harding KJ, Snyder PK, Harding KJ, Snyder PK (2012b) Modeling the atmospheric response to irrigation in the great plains. Part II: The precipitation of irrigated water and changes in precipitation recycling. J Hydrometeorol 13(6):1687–1703. https://doi.org/10.1175/JHM-D-11-099.1
Harris I, Jones PD, Osborn TJ, Lister DH (2014) Updated high-resolution grids of monthly climatic observations—the CRU TS3.10 dataset. Int J Climatol 34(3):623–642. https://doi.org/10.1002/joc.3711
Hunke EC, Lipscomb WH, Turner AK (2010) CICE: the Los Alamos sea ice model documentation and software user’s manual version 4.1 LA-CC-06-012. T-3 Fluid Dyn. Group, Los Alamos Natl. Lab
Hurrell JW et al (2012) The community earth system model: a framework for collaborative research. Bull Am Meteorol Soc 94:1339–1360. https://doi.org/10.1175/BAMS-D-12-00121.1
Im E-S, Marcella MP, Eltahir EAB (2013) Impact of potential large-scale irrigation on the West African monsoon and its dependence on location of irrigated area. J Clim 27:994–1009. https://doi.org/10.1175/JCLI-D-13-00290.1
India Economy Survey (2018) Ministry of Finance, Government of India. http://mofapp.nic.in:8080/economicsurvey/pdf/082-101_Chapter_06_ENGLISH_Vol_01_2017-18.pdf. Retrieved 24 June 2019
James KS (2011) India’s demographic change: opportunities and challenges. Science 333:576–580
Jiang L, Ma E, Deng X (2014) Impacts of irrigation on the heat fluxes and near-surface temperature in an inland irrigation area of Northern China. Energies. https://doi.org/10.3390/en7031300
Kalnay E, Cai M (2003) Impact of urbanization and land-use change on climate. Nature 423:528–531. https://doi.org/10.1038/nature01675
Kalnay E, Kanamitsu M, Kistler R, Collins W, Deaven D, Gandin L, Iredell M et al (1996) The NCEP/NCAR 40-year reanalysis project. Bull Am Meteor Soc 77(3):437–471. https://doi.org/10.1175/1520-0477(1996)077%3c0437:TNYRP%3e2.0.CO;2
KanthaRao B, Rakesh V (2018) Observational Evidence for the Relationship between Spring Soil Moisture and June Rainfall over the Indian Region. Theoret Appl Climatol 132(3–4):835–849. https://doi.org/10.1007/s00704-017-2116-7
Kucharik CJ, Brye KR (2003) Integrated BIosphere Simulator (IBIS) yield and nitrate loss predictions for Wisconsin maize receiving varied amounts of nitrogen fertilizer. J Environ Qual 32:247–2013268
Kucharik CJ, Foley JA, Delire C, Fisher VA, Coe MT, Lenters JD, Young-Molling C, Ramankutty N (2000) Testing the performance of a dynamic global ecosystem model: water balance, carbon balance, and vegetation structure. Global Biogeochem Cycles 14:795–825
Kueppers L, Snyder M (2012) Influence of irrigated agriculture on diurnal surface energy and water fluxes, surface climate, and atmospheric circulation in california. Clim Dyn 38(5–6):1017–1029
Kueppers LM, Snyder MA, Sloan LC (2007) Irrigation cooling effect: regional climate forcing by land-use change. Geophys Res Lett. https://doi.org/10.1029/2006GL028679
Kueppers LM, Snyder MA, Sloan LC, Cayan D, Jin J, Kanamaru H, Kanamitsu M, Miller NL, Tyree M, Due H, Weare B (2008) Seasonal temperature responses to land-use change in the Western United States. Global Planet Change 60(3–4):250–265
Lawrence DM, Hurtt GC, Arneth A, Brovkin V, Calvin KV, Jones AD, Jones CD, Lawrence PJ, de Noblet-Ducoudré N, Pongratz J, Seneviratne SI, Shevliakova E (2016) the land use model intercomparison project (LUMIP) contribution to CMIP6: rationale and experimental design. Geosci Model Dev 9:2973–2998. https://doi.org/10.5194/gmd-9-2973-2016
Lee E, Chase T, Rajagopalan B, Barry R, Biggs T, Lawrence P (2009) Effects of irrigation and vegetation activity on early Indian summer monsoon variability. Int J Clim 29:573–581. https://doi.org/10.1002/joc.1721
Leng G, Tang Q, Huang M, Leung LR (2015) A comparative analysis of the impacts of climate change and irrigation on land surface and subsurface hydrology in the North China Plain. Reg Environ Chang 15:251–263. https://doi.org/10.1007/s10113-014-0640-x
Levine RC, Turner AG, Marathayil D, Martin GM (2013) The role of northern Arabian Sea surface temperature biases in CMIP5 model simulations and future projections of Indian summer monsoon rainfall. https://doi.org/10.1007/s00382-012-1656-x
Lo MH, Famiglietti JS (2013) Irrigation in California’s Central Valley strengthens the southwestern U.S. water cycle. Geophys Res Lett 40:301–306. https://doi.org/10.1002/grl.50108
Lobell DB, Bala G, Duffy PB (2006) Biogeophysical impacts of cropland management changes on climate. Geophys Res Lett 33(6):L06708. https://doi.org/10.1029/2005GL025492
Lobell DB, Bonfils C, Faurès J-M (2008a) The role of irrigation expansion in past and future temperature trends. Earth Interact 12:1–11. https://doi.org/10.1175/2007EI241.1
Lobell DB, Bonfils CJ, Kueppers LM, Snyder MA (2008b) Irrigation cooling effect on temperature and heat index extremes. Geophys Res Lett. https://doi.org/10.1029/2008GL034145
Lobell D, Bala G, Mirin A, Phillips T, Maxwell R, Rotman D (2009) Regional differences in the influence of irrigation on climate. J Clim 22:2248–2255. https://doi.org/10.1175/2008JCLI2703.1
Lohar D, Pal B (1995) The effect of irrigation on premonsoon season precipitation over south west Bengal, India. J Clim 8(10):2567–2570
Luyssaert S et al (2014) Land management and land-cover change have impacts of similar magnitude on surface temperature. Nat Clim Change 4(5):389–393. https://doi.org/10.1038/nclimate2196
Mahmood R, Pielke RA, Hubbard KG, Niyogi D, Bonan G, Lawrence P, McNider R et al (2009) Impacts of land use/land cover change on climate and future research priorities. Bull Am Meteor Soc 91(1):37–46. https://doi.org/10.1175/2009bams2769.1
Martens B (2017) GLEAM ~ v3: satellite-based land evaporation and root-zone soil moisture. Geosci Model Dev 10:1903–1925. https://doi.org/10.5194/gmd-10-1903-2017
Miralles DG, Holmes TRH, De Jeu RAM, Gash JH, Meesters AGCA, Dolman AJ (2011) Global land-surface evaporation estimated from satellite-based observations. Hydrol Earth Syst Sci 15:453–469. https://doi.org/10.5194/hess-15-453-2011
Mueller B, Hirschi M, Jimenez C, Ciais P, Dirmeyer PA, Dolman AJ, Fisher JB, Jung M, Ludwig F, Maignan F, Miralles D, McCabe MF, Reichstein M, Sheffield J, Wang KC, Wood EF, Zhang Y, Seneviratne SI (2013) Benchmark products for land evapotranspiration: LandFlux-EVAL multi-dataset synthesis. Hydrol Earth Syst Sci 17:3707–3720. https://doi.org/10.5194/hess-17-3707-2013
Neale RB et al (2012) Description of the NCAR community atmosphere model (CAM 5.0). NCAR Tech. Note NCAR/TN-486 + STR
Niyogi D, Kishtawal C, Tripathi S, Govindaraju RS (2010) Observational evidence that agricultural intensification and land use change may be reducing the Indian Summer monsoon rainfall. Water Resour Res 46(3):1. https://doi.org/10.1029/2008WR007082
NMSA, National Mission on Sustainable Agriculture (2014) Operational guidelines, Ministry of Agriculture, Govt. of India. https://nmsa.dac.gov.in/pdfdoc/NMSA_Guidelines_English.pdf. Accessed 27 May 2019
Oleson KW, Lawrence DM, Bonan GB, Drewniak B, Huang M, Koven CD, Levis S, Li F, Riley WJ, Subin ZM, Swenson SC, Thornton PE, Bozbiyik A, Fisher R, Kluzek E, Lamarque JF, Lawrence PJ, Leung LR, Lipscomb W, Muszala S, Ricciuto DM, Sacks W, Sun Y, Tang J, Yang ZL (2013) Technical description of version 4.5 of the community land model (CLM). Ncar Technical Note NCAR/TN-503 + STR, National Center for Atmospheric Research, Boulder, CO, p 422. https://doi.org/10.5065/d6rr1w7m
Parthasarathy B, Munot AA, Kothawale DR (1994) All-India monthly and seasonal rainfall series: 1871–1993. Theor Appl Climatol 49:217–224. https://doi.org/10.1007/BF00867461
Pathak A, Ghosh S, Kumar P, Pathak A, Ghosh S, Kumar P (2014) Precipitation recycling in the Indian subcontinent during summer monsoon. J Hydrometeorol 15(5):2050–2066
Paul S, Ghosh S, Oglesby R, Pathak A, Chandrasekharan A, Ramsankaran R (2016) Weakening of Indian summer monsoon rainfall due to changes in land use land cover. Sci Rep 6:32177. https://doi.org/10.1038/srep32177
Pei L, Moore N, Zhong S, Kendall AD, Gao Z, Hyndman DW (2016) Effects of irrigation on summer precipitation over the United States. J Clim 29:3541–3558. https://doi.org/10.1175/JCLI-D-15-0337.1
Pielke RA (2001) Influence of the spatial distribution of vegetation and soils on the prediction of cumulus convective rainfall. Rev Geophys 39(2):151–177. https://doi.org/10.1029/1999RG000072
Pielke RA, Marland G, Betts RA, Chase TN, Eastman JL, Niles JO, Niyogi DS, Running SW (2002) The influence of land-use change and landscape dynamics on the climate system: relevance to climate-change policy beyond the radiative effect of greenhouse gases. In: Swingland IR, Bettelheim EC, Grace J, Prance GT, Saunders LS (eds) Philos Trans R Soc Lond Ser A Math Phys Eng Sci 360(1797):1705–1719. https://doi.org/10.1098/rsta.2002.1027
Pielke R, Sr., Adegoke J, Beltrán-Przekurat A, Hiemstra C, Lin J, Nair U, Niyogi D, Nobis T (2007) An overview of regional land-use and land-cover impacts on rainfall. Tellus (B) 59. citeulike-article-id:13090283
Pielke RA, Pitman A, Niyogi D, Mahmood R, McAlpine C, Hossain F, Goldewijk KK et al (2011) Land use/land cover changes and climate: modeling analysis and observational evidence. Wiley Interdiscip Rev Clim Change 2(6):828–850. https://doi.org/10.1002/wcc.144
Pitman AJ, Arneth A, Ganzeveld L (2012) Regionalizing global climate models. Int J Climatol 32(3):321–337. https://doi.org/10.1002/joc.2279
Portmann FT, Siebert S, Döll P (2010) MIRCA2000—global monthly irrigated and rainfed crop areas around the year 2000: a new high-resolution data set for agricultural and hydrological modeling. Global Biogeochem Cycles 24:GB1011. https://doi.org/10.1029/2008gb003435
Puma MJ, Cook BI (2010) Effects of irrigation on global climate during the 20th century. J Geophys Res 115:D16120. https://doi.org/10.1029/2010jd014122
Rodell M, Velicogna I, Famiglietti JS (2009) Satellite-based estimates of groundwater depletion in India. Nature 460(7258):999–1002. https://doi.org/10.1038/nature08238
Roy S, Sen R, Mahmood D, Niyogi M, Lei SA, Foster KG, Hubbard E Douglas, Pielke R Sr (2007) Impacts of the agricultural Green Revolution–induced land use changes on air temperatures in India. J Geophys Res Atmos. https://doi.org/10.1029/2007JD008834
Roy S, Mahmood R, Quintanar AI, Gonzalez A (2011) Impacts of irrigation on dry season precipitation in India. Theor Appl Climatol 104:193–207. https://doi.org/10.1007/s00704-010-0338-z
Sacks WJ, Benjamin AE, Cook I, Nikolaus AE, Ae B, Levis S, Helkowski JH (2009) Effects of global irrigation on the near-surface climate. Clim Dyn 33(2–3):159–175. https://doi.org/10.1007/s00382-008-0445-z
Saeed F, Hagemann S, Jacob D (2009) Impact of irrigation on the South Asian summer monsoon. Geophys Res Lett. https://doi.org/10.1029/2009gl040625
Shah HL, Zhou T, Huang M, Mishra V (2019) Strong influence of irrigation on water budget and land surface temperature in indian subcontinental river basins. J Geophys Res Atmos 124:1449–1462. https://doi.org/10.1029/2018JD029132
Shiklomanov IA (2000) Appraisal and assessment of world water resources. Water Int 25:11–32
Shukla S, Puma M, Cook B (2014) The response of the South Asian Summer Monsoon circulation to intensified irrigation in global climate model simulations. Clim Dyn 42:21–36. https://doi.org/10.1007/s00382-013-1786-9
Siebert S, Doll P, Feick S, Hoogeveen J (2005a) Global map of irrigated areas version 2.2, Johann Wolfgang Goethe University, Frankfurt am Main, Germany/Food and Agriculture Organization of the United Nations, Rome, Italy
Siebert S, Döll P, Hoogeveen J, Faures JM, Frenken K, Feick S (2005b) 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
Siebert S, Burke J, Faures JM, Frenken K, Hoogeveen J, Döll P, Portmann FT (2010) Groundwater use for irrigation—a global inventory. Hydrol Earth Syst Sci 14:1863–1880. https://doi.org/10.5194/hess-14-1863-2010
Singh R, AchutaRao K (2018) Quantifying uncertainty in twenty-first century climate change over India. Clim Dyn. https://doi.org/10.1007/s00382-018-4361-6
Smith R, Jones P, Briegleb B, Bryan F, Danabasoglu G, Dennis J, Dukowicz J et al (2010) The parallel ocean program (POP) reference manual ocean component of the community climate system model (CCSM) and community earth system model (CESM)1
Song X-P, Hansen MC, Stehman SV, Potapov PV, Tyukavina A, Vermote EF, Townshend JR (2018) Global land change from 1982 to 2016. Nature 560(7720):639–643. https://doi.org/10.1038/s41586-018-0411-9
Sperber KR, Annamalai H, Kang IS, Kitoh A, Moise A, Turner A, Wang B, Zhou T (2013) The Asian summer monsoon: an intercomparison of CMIP5 vs. CMIP3 simulations of the late 20th century. Clim Dyn. https://doi.org/10.1007/s00382-012-1607-6
Stocker TF, Qin D, Plattner G-K, Alexander LV, Allen SK, Bindoff NL, Bréon F-M, Church JA, Cubasch U, Emori S, Forster P, Friedlingstein P, Gillett N, Gregory JM, Hartmann DL, Jansen E, Kirtman B, Knutti R, Krishna Kumar K, Lemke P, Marotzke J, Masson-Delmotte V, Meehl GA, Mokhov II, Piao S, Ramaswamy V, Randall D, Rhein M, Rojas M, Sabine C, Shindell D, Talley LD, Vaughan DG, Xie S-P (2013) Technical Summary. In: Stocker TF, Qin D, Plattner G-K, Tignor M, Allen SK, Boschung J, Nauels A, Xia Y, Bex V, Midgley PM (eds) Climate Change 2013: the physical science basis: Contribution of working group I to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
Stull RB (1988) An introduction to boundary layer meteorology. Springer, New York
Thiery W, Davin E, Lawrence D, Hirsch A, Hauser M, Seneviratne S (2017) Present-day irrigation mitigates heat extremes. J Geophys Res Atmos 122:2016JD025740. https://doi.org/10.1002/2016jd025740
Tuinenburg OA, Vries JPR (2017) Irrigation patterns resemble ERA-interim reanalysis soil moisture additions. Geophys Res Lett 2017GL074884. https://doi.org/10.1002/2017gl074884
Tuinenburg OA, Hutjes RWA, Kabat P (2012) The fate of evaporated water from the Ganges basin. J Geophys Res Atmos. https://doi.org/10.1029/2011JD016221
Tuinenburg RWA, Hutjes T, Stacke A Wiltshire, Lucas-Picher P (2014) Effects of irrigation in India on the atmospheric water budget. J Hydrometeorol 15(3):1028–1050. https://doi.org/10.1175/JHM-D-13-078.1
van Oldenborgh GJ, Philip S, Kew S, van Weele M, Uhe P, Otto F, Singh R, Pai I, Cullen H, AchutaRao K (2018) Extreme heat in india and anthropogenic climate change. Nat Hazards Earth Syst Sci 18(1):365–381. https://doi.org/10.5194/nhess-18-365-2018
Wen L, Jin J (2012) Modelling and analysis of the impact of irrigation on local arid climate over northwest China. Hydrol Process 26:445–453. https://doi.org/10.1002/hyp.8142
Wisser D, Fekete BM, Vörösmarty CJ, Schumann AH (2010) Reconstructing 20th century global hydrography: a contribution to the global terrestrial network-hydrology (GTN-H). Hydrol Earth Syst Sci 14(1):1–24. https://doi.org/10.5194/hess-14-1-2010
Wollheim WM, Peterson BJ, Vorosmarty CJ, Hopkinson CS, Thomas SA (2008) Dynamics of N removal over annual time scales in a suburban river network. J Geophys Res Biogeosci. https://doi.org/10.1029/2007JG000660
Yoshikawa S, Cho J, Yamada HG, Hanasaki N, Kanae S (2014) An assessment of global net irrigation water requirements from various water supply sources to sustain irrigation: rivers and reservoirs (1960–2050). Hydrol Earth Syst Sci 18(10):4289–4310. https://doi.org/10.5194/hess-18-4289-2014
Zeng Z, Piao S, Li Laurent Z X, Zhou L, Ciais P, Wang T, Li Y et al (2017) Climate mitigation from vegetation biophysical feedbacks during the past three decades. Nat Clim Change 7(6):432–436. https://doi.org/10.1038/nclimate3299
Acknowledgements
The model simulations were carried out on IIT Delhi’s Padum Hybrid HPC System with funding from the Department of Science and Technology, Government of India under the FIST programme (Grant no. DSTXD1101). The authors also thank Somnath Baidya Roy and Vimal Mishra for useful discussions and Saran Aadhar for providing the GLEAM data averaged over the Indo-Gangetic plain.
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Mathur, R., AchutaRao, K. A modelling exploration of the sensitivity of the India’s climate to irrigation. Clim Dyn 54, 1851–1872 (2020). https://doi.org/10.1007/s00382-019-05090-8
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DOI: https://doi.org/10.1007/s00382-019-05090-8