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Risk assessment of agricultural green water security in Northeast China under climate change

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Abstract

Northeast China is an important base for grain production, dominated by rain-fed agriculture that relies on green water. However, in the context of global climate change, rising regional temperatures, changing precipitation patterns, and increasing drought frequency pose threats and challenges to agricultural green water security. This study provides a detailed assessment of the spatiotemporal characteristics and development trends of green water security risks in the Northeast region under the base period (2001–2020) and the future (2031–2090) climate change scenarios (SSP245 and SSP585) using the green water scarcity (GWS) index based on raster-scale crop spatial distribution data, Delta downscaling bias-corrected ERA5 data, and CMIP6 multimodal data. During the base period, the green water risk-free zone for dry crops is mainly distributed in the center and east of the Northeast region (72.4% of the total area), the low-risk zone is primarily located in the center (14.0%), and the medium-risk (8.3%) and high-risk (5.3%) zones are mostly in the west. Under SSP245 and SSP585 future climate change scenarios, the green water security risk shows an overall expansion from the west to the center and east, with the low-risk zone increasing to 21.6% and 23.8%, the medium-risk zone increasing to 16.0% and 17.9%, and the high-risk zone increasing to 6.9% and 6.8%, respectively. Considering dry crops with GWS greater than 0.1 as in need of irrigation, the irrigated area increases from 27.6% (base period) to 44.5% (SSP245) and 48.6% (SSP585), with corresponding increases in irrigation water requirement (IWR) of 4.64 and 5.92 billion m3, respectively, which further exacerbates conflicts between supply and demand of agricultural water resources. In response to agricultural green water security risks, coping strategies such as evapotranspiration (ET)-based water resource management for dry crops and deficit irrigation are proposed. The results of this study can provide scientific basis and decision support for the development of Northeast irrigated agriculture and the construction planning of the national water network.

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References

  • Cao X, Huang X, Huang H, Liu J, Guo X, Wang W, She D. 2018. Changes and driving mechanism of water footprint scarcity in crop production: A study of Jiangsu Province, China. Ecol Indic, 95: 444–454

    Article  Google Scholar 

  • Chu Z, Guo J P, Zhao J F. 2017. Impacts of future climate change on agroclimatic resources in Northeast China (in Chinese). J Geogr Sci, 72: 1248–1260

    Google Scholar 

  • Chukalla A D, Krol M S, Hoekstra A Y. 2015. Green and blue water footprint reduction in irrigated agriculture: Effect of irrigation techniques, irrigation strategies and mulching. Hydrol Earth Syst Sci, 19: 4877–4891

    Article  CAS  Google Scholar 

  • D’Odorico P, Chiarelli D D, Rosa L, Bini A, Zilberman D, Rulli M C. 2020. The global value of water in agriculture. Proc Natl Acad Sci USA, 117: 21985–21993

    Article  Google Scholar 

  • Dahm R J, Singh U K, Lal M, Marchand M, Sperna Weiland F C, Singh S K, Singh M P. 2016. Downscaling Gcm data for climate change impact assessments on rainfall: A practical application for the Brahmani-Baitarani River Basin. Hydrology and Earth System Sciences Discussions. 1–42

  • Döll P, Siebert S. 2002. Global modeling of irrigation water requirements. Water Resour Res, 38: 1037

    Article  Google Scholar 

  • Eekhout J P C, Hunink J E, Terink W, de Vente J. 2018. Why increased extreme precipitation under climate change negatively affects water security. Hydrol Earth Syst Sci, 22: 5935–5946

    Article  CAS  Google Scholar 

  • Eigenbrod F, Beckmann M, Dunnett S, Graham L, Holland R A, Meyfroidt P, Seppelt R, Song X P, Spake R, Václavík T, Verburg P H. 2020. Identifying agricultural frontiers for modeling global cropland expansion. One Earth, 3: 504–514

    Article  Google Scholar 

  • Gao H K, Liu J G, Gao G Y, Xia J. 2023. Ecological and hydrological perspectives of the water retention concept (in Chinese). J Geogr Sci, 78: 139–148

    Google Scholar 

  • Gao H, Hrachowitz M, Schymanski S J, Fenicia F, Sriwongsitanon N, Savenije H H G. 2014. Climate controls how ecosystems size the root zone storage capacity at catchment scale. Geophys Res Lett, 41: 7916–7923

    Article  Google Scholar 

  • Greve P, Kahil T, Mochizuki J, Schinko T, Satoh Y, Burek P, Fischer G, Tramberend S, Burtscher R, Langan S, Wada Y. 2018. Global assessment of water challenges under uncertainty in water scarcity projections. Nat Sustain, 1: 486–494

    Article  Google Scholar 

  • Guan X, Zang Y, Meng Y, Liu Y, Lv H, Yan D. 2021. Study on spatiotemporal distribution characteristics of flood and drought disaster impacts on agriculture in China. Int J Disaster Risk Reduction, 64: 102504

    Article  Google Scholar 

  • Hagemann S, Jacob D. 2007. Gradient in the climate change signal of European discharge predicted by a multi-model ensemble. Clim Change, 81: 309–327

    Article  Google Scholar 

  • He L, Rosa L. 2023. Solutions to agricultural green water scarcity under climate change. PNAS Nexus, 2: Pgad117

    Article  Google Scholar 

  • He X M, Jiang C, Wang J, Wang R P. 2022. Comparison of CMIP6 and CMIP5 models performance in simulating temperature in Northeast China (in Chinese). Chin J Geophys, 65: 4194–4207

    Google Scholar 

  • Hussain M I, Muscolo A, Farooq M, Ahmad W. 2019. Sustainable use and management of non-conventional water resources for rehabilitation of marginal lands in arid and semiarid environments. Agric Water Manage, 221: 462–476

    Article  Google Scholar 

  • Kaur B, Shrestha N K, Ghimire U, Paul P K, Rudra R, Goel P, Daggupati P. 2023. Future water security under climate change: A perspective of the grand river watershed. J Water Clim Change, 14: 1433–1446

    Article  Google Scholar 

  • Li C S, Zhou Y X. 2022. Research on the spatio-temporal coupling relationship between agricultural water resources vulnerability and food security in China’s main grain producing areas (in Chinese). J Ecol Rural Environ, 38: 722–732

    Google Scholar 

  • Li Y, Yan D, Peng H, Xiao S. 2021. Evaluation of precipitation in CMIP6 over the Yangtze River Basin. Atmos Res, 253: 105406

    Article  Google Scholar 

  • Liang J, Liu Q, Zhang H, Li X, Qian Z, Lei M, Li X, Peng Y, Li S, Zeng G. 2020. Interactive effects of climate variability and human activities on blue and green water scarcity in rapidly developing watershed. J Clean Prod, 265: 121834

    Article  Google Scholar 

  • Liu D L, O’Leary G J, Christy B, Macadam I, Wang B, Anwar M R, Weeks A. 2017. Effects of different climate downscaling methods on the assessment of climate change impacts on wheat cropping systems. Clim Change, 144: 687–701

    Article  Google Scholar 

  • Liu J, Yang H, Gosling S N, Kummu M, Flörke M, Pfister S, Hanasaki N, Wada Y, Zhang X, Zheng C, Alcamo J, Oki T. 2017. Water scarcity assessments in the past, present, and future. Earths Future, 5: 545–559

    Article  Google Scholar 

  • Liu M, Guo Y, Zhang X, Shen Y J, Zhang Y, Pei H, Min L, Wang S, Shen Y. 2023. China’s black soil granary is increasingly facing extreme hydrological drought threats. Sci Bull, 68: 481–484

    Article  Google Scholar 

  • Liu X, Liu W, Tang Q, Liu B, Wada Y, Yang H. 2022. Global Agricultural water scarcity assessment incorporating blue and green water availability under future climate change. Earths Future, 10: e2021EF002567

    Article  Google Scholar 

  • Lopez L, Bautista-Capetillo C. 2015. Green and blue water footprint accounting for dry beans (Phaseolus vulgaris) in primary region of Mexico. Sustainability, 7: 3001–3016

    Article  Google Scholar 

  • Luo M, Liu T, Meng F, Duan Y, Bao A, Frankl A, De Maeyer P. 2019. Spatiotemporal characteristics of future changes in precipitation and temperature in central Asia. Intl J Climatol, 39: 1571–1588

    Article  Google Scholar 

  • Marston L. 2022. Water use in a changing world. Nat Clim Chang, 12: 317–319

    Article  Google Scholar 

  • Masia S, Trabucco A, Spano D, Snyder R L, Sušnik J, Marras S. 2021. A modelling platform for climate change impact on local and regional crop water requirements. Agric Water Manage, 255: 107005

    Article  Google Scholar 

  • McDermid S, Nocco M, Lawston-Parker P, Keune J, Pokhrel Y, Jain M, Jägermeyr J, Brocca L, Massari C, Jones A D, Vahmani P, Thiery W, Yao Y, Bell A, Chen L, Dorigo W, Hanasaki N, Jasechko S, Lo M H, Mahmood R, Mishra V, Mueller N D, Niyogi D, Rabin S S, Sloat L, Wada Y, Zappa L, Chen F, Cook B I, Kim H, Lombardozzi D, Polcher J, Ryu D, Santanello J, Satoh Y, Seneviratne S, Singh D, Yokohata T. 2023. Irrigation in the Earth System. Nat Rev Earth Environ, 4: 435–453

    Article  Google Scholar 

  • Müller C, Elliott J, Kelly D, Arneth A, Balkovic J, Ciais P, Deryng D, Folberth C, Hoek S, Izaurralde R C, Jones C D, Khabarov N, Lawrence P, Liu W, Olin S, Pugh T A M, Reddy A, Rosenzweig C, Ruane A C, Sakurai G, Schmid E, Skalsky R, Wang X, de Wit A, Yang H. 2019. The global gridded crop model intercomparison Phase 1 simulation dataset. Sci Data, 6: 50

    Article  Google Scholar 

  • Novoa V, Rojas O, Ahumada-Rudolph R, Arumí J L, Munizaga J, de la Barrera F, Cabrera-Pardo J R, Rojas C. 2023. Water footprint and virtual water flows from the Global South: Foundations for sustainable agriculture in periods of drought. Sci Total Environ, 869: 161526

    Article  CAS  Google Scholar 

  • Onyutha C, Tabari H, Rutkowska A, Nyeko-Ogiramoi P, Willems P. 2016. Comparison of different statistical downscaling methods for climate change rainfall projections over the Lake Victoria Basin considering CMIP3 and CMIP5. J Hydro-Environ Res, 12: 31–45

    Article  Google Scholar 

  • Peng S, Ding Y, Wen Z, Chen Y, Cao Y, Ren J. 2017. Spatiotemporal change and trend analysis of potential evapotranspiration over the Loess Plateau of China during 2011–2100. Agric For Meteorol, 233: 183–194

    Article  Google Scholar 

  • Peng S, Ding Y, Liu W, Li Z. 2019. 1 km monthly temperature and precipitation dataset for China from 1901 to 2017. Earth Syst Sci Data, 11: 1931–1946

    Article  Google Scholar 

  • Rockström J, Williams J, Daily G, Noble A, Matthews N, Gordon L, Wetterstrand H, DeClerck F, Shah M, Steduto P, de Fraiture C, Hatibu N, Unver O, Bird J, Sibanda L, Smith J. 2017. Sustainable intensification of agriculture for human prosperity and global sustainability. Ambio, 46: 4–17

    Article  Google Scholar 

  • Rosa L, Chiarelli D D, Sangiorgio M, Beltran-Peña A A, Rulli M C, D’Odorico P, Fung I. 2020a. Potential for sustainable irrigation expansion in a 3°C warmer climate. Proc Natl Acad Sci USA, 117: 29526–29534

    Article  CAS  Google Scholar 

  • Rosa L, Chiarelli D D, Rulli M C, Dell’Angelo J, D’Odorico P. 2020b. Global agricultural economic water scarcity. Sci Adv, 6: z6031

    Article  Google Scholar 

  • Schyns J F, Hoekstra A Y, Booij M J. 2015. Review and classification of indicators of green water availability and scarcity. Hydrol Earth Syst Sci, 19: 4581–4608

    Article  Google Scholar 

  • Schyns J F, Hoekstra A Y, Booij M J, Hogeboom R J, Mekonnen M M. 2019. Limits to the world’s green water resources for food, feed, fiber, timber, and bioenergy. Proc Natl Acad Sci USA, 116: 4893–4898

    Article  CAS  Google Scholar 

  • Shan L. 2023. Issues in dryland agricultural research in China (in Chinese). Agric For Meteorol, 41: 2–4

    Google Scholar 

  • Shu R, Cao X, Wu M. 2021. Clarifying regional water scarcity in agriculture based on the theory of blue, green and grey water footprints. Water Resour Manage, 35: 1101–1118

    Article  Google Scholar 

  • Sun J, Chen W, Hu B, Xu Y J, Zhang G, Wu Y, Hu B, Song Z. 2023. Roles of reservoirs in regulating basin flood and droughts risks under climate change: Historical assessment and future projection. J Hydrol-Reg Stud, 48: 101453

    Google Scholar 

  • Tabari H, Paz S M, Buekenhout D, Willems P. 2021. Comparison of statistical downscaling methods for climate change impact analysis on precipitation-driven drought. Hydrol Earth Syst Sci, 25: 3493–3517

    Article  Google Scholar 

  • Veettil A V, Mishra A. 2020. Water security assessment for the contiguous United States using water footprint concepts. Geophys Res Lett, 47: e2020GL087061

    Article  Google Scholar 

  • Weng C, Zeng Y, Liu D, Zhang J, He L. 2023. Optimal allocation of agricultural water resources in Yanghe watershed considering blue water to green water ratio. J Sci Food Agric, 103: 3558–3568

    Article  CAS  Google Scholar 

  • Winkler K, Fuchs R, Rounsevell M, Herold M. 2021. Global land use changes are four times greater than previously estimated. Nat Commun, 12: 2501

    Article  CAS  Google Scholar 

  • Wu P X, Jiang J Y, Fang Y, Shangguan Z P. 2023. High-quality developmental methods for drylandfarming in Northwest China (in Chinese). Agric Res Arid Areas, 41: 21–24

    Google Scholar 

  • Wu Y, Sun J, Hu B, Xu Y J, Rousseau A N, Zhang G. 2023. Can the combining of wetlands with reservoir operation reduce the risk of future floods and droughts? Hydrol Earth Syst Sci, 27: 2725–2745

    Article  Google Scholar 

  • WWAP. 2019. The United Nations World Water Development Report 2019. Leaving No One Behind

  • Xi Q J, Zhong H, Wang T, He T H, Gao H K, Xia J, L.Wang E, Tang Q H, Liu J G. 2021. Spatio-temporal variation of gray-green-blue storage capacity in nine major basins of China. Chin Sci Bull, 66: 4437–4448

    Article  Google Scholar 

  • Xu B, Wang D L, Xin X P, Bi Y Y. 2001. Enhancing the strategic position of dry farming in the large scale development of west China (in Chinese). Chin J Agricul Resour Regional Plan, 22: 14–16

    Google Scholar 

  • Yan Y, Wang R, Chen S, Zhang Y, Sun Q. 2023. Three-dimensional agricultural water scarcity assessment based on water footprint: A study from a humid agricultural area in China. Sci Total Environ, 857: 159407

    Article  CAS  Google Scholar 

  • Yu L, Li X, Bu K, Yan F, Zhang S, Liu T. 2023. Increased background precipitation masks the moisture deficit caused by crop greening in northeast China. J Hydrol, 623: 129857

    Article  Google Scholar 

  • Zhao Y, Dong N, Li Z, Zhang W, Yang M, Wang H. 2021. Future precipitation, hydrology and hydropower generation in the Yalong River Basin: Projections and analysis. J Hydrol, 602: 126738

    Article  Google Scholar 

  • Zhou J Y, Lu H, Yang K, Jiang R J, Yang Y, Wang W, Zhang X J. 2023. Projection of China’s future runoff based on the CMIP6 mid-high warming scenarios. Sci China Earth Sci, 66: 528–546

    Article  Google Scholar 

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Acknowledgements

This study was supported by the Strategic Priority Research Program (Class A) of the Chinese Academy of Sciences (Grant No. XDA28020501) and the Strategic Research and Consulting Program of the Chinese Academy of Engineering (Grant No. JL2023-17).

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Correspondence to Guangxin Zhang.

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Sun, J., Zhang, G., Wu, Y. et al. Risk assessment of agricultural green water security in Northeast China under climate change. Sci. China Earth Sci. (2024). https://doi.org/10.1007/s11430-023-1278-2

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