Abstract
The interrelationship between regional water, energy, food, and land systems is extremely complex. Hence, accurately assessing the coupling coordination relationship and identifying the influential factors of the water-energy-food-land nexus (WEFL nexus) are of utmost importance. This study proposes a novel analytical framework and evaluation index system for exploring interactions across the WEFL nexus. The comprehensive benefit evaluation index (CBEI), coupling coordination degree (CCD) model, and obstacle factor diagnosis model are integrated to assess and analyze the coupling coordination relationship and spatiotemporal dynamic evolution of the WEFL nexus in the Yangtze River Economic Belt (YREB) from 2006 to 2020. The results indicated that (1) the CBEI and CCD generally increased from 0.23 to 0.79 and 0.45 to 0.88, respectively, revealing the upward trend of the coordination development levels of the WEFL nexus in the YREB. (2) The lower reaches achieved a relatively higher coordination development degree than the upper and middle reaches of the YREB. (3) The findings of obstacle factors reveal that agricultural non-point source pollution control, waterlogging disaster prevention, industrial solid waste efficient treatment, and urban water-saving are the essential fields that need to be improved in YREB’s future development. This study helps to understand the complex interrelation of the WEFL nexus at different spatial–temporal scales and provides a novel framework that can be used as an evaluation system and policy insights for a region’s integrated resources, environmental management, and green sustainable development.
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Data availability
The data sets used in the current study are available from the corresponding author on reasonable request.
Abbreviations
- CBEI:
-
Comprehensive benefit evaluation index
- CCDM:
-
Coupling coordination degree model
- OFDM:
-
Obstacle factor diagnosis model
- WEFL:
-
Water-energy-food-land
- YREB:
-
Yangtze River Economic Belt
- AFP:
-
Application of fertilizer and pesticide
- CVM:
-
Coefficient of variation method
- EWM:
-
Entropy weight method
- GDP:
-
Gross domestic product
- NPS:
-
Non-point source
- PSR:
-
Pressure-state-response
- NA:
-
Natural-artificial
- OF:
-
Obstacle factor
- OD:
-
Obstacle degree
- NO:
-
Number of occurrences
References
Abdali H, Sahebi H, Pishvaee M (2021) The water-energy-food-land nexus at the sugarcane-to-bioenergy supply chain: a sustainable network design model. Comput Chem Eng 145:107199. https://doi.org/10.1016/j.compchemeng.2020.107199
AghaKouchak A, Chiang F, Huning LS, Love CA, Mallakpour I, Mazdiyasni O, Moftakhari H, Papalexiou SM, Ragno E, Sadegh M (2020) Climate extremes and compound hazards in a warming world. Annu Rev Earth Planet Sci 48:519–548. https://doi.org/10.1146/annurev-earth-071719-055228
An RH, Liu P, Cheng L, Yao ML, Li H, Wang YB (2021) Network analysis of the food-energy-water nexus in China’s Yangtze River Economic Belt from a synergetic perspective. Environ Res Lett 16(5):054001. https://doi.org/10.1088/1748-9326/abe25e
Bazilian M, Rogner H, Howells M, Hermann S, Arent D, Gielen D, Steduto P, Mueller A, Komor P, Tol RSJ, Yumkella KK (2011) Considering the energy, water and food nexus: towards an integrated modelling approach. Energ Policy 39(12):7896–7906. https://doi.org/10.1016/j.enpol.2011.09.039
Biggs EM, Bruce E, Boruff B, Duncan JMA, Horsley J, Pauli N, McNeill K, Neef A, Van Ogtrop F, Curnow J, Haworth B, Duce S, Irnanari Y (2015) Sustainable development and the water-energy-food nexus: a perspective on livelihoods. Environ Sci Policy 54:389–397. https://doi.org/10.1016/j.envsci.2015.08.002
Cai X, Wallington K, Shafiee-Jood M, Marston L (2018) Understanding and managing the food-energy-water nexus - opportunities for water resources research. Adv Water Resour 111:259–273. https://doi.org/10.1016/j.advwatres.2017.11.014
Chen Y, Xu LF (2021) Evaluation and scenario prediction of the water-energy-food system security in the Yangtze River Economic Belt based on the RF-Haken model. Water 13(5):695. https://doi.org/10.3390/w13050695
Daher BT, Mohtar RH (2015) Water-energy-food (WEF) Nexus Tool 2.0: guiding integrative resource planning and decision-making. Water Int 40(5–6):748–771. https://doi.org/10.1080/02508060.2015.1074148
Deng XZ, Huang JK, Rozelle S, Uchida E (2008) Growth, population and industrialization, and urban land expansion of China. J Urban Econ 63(1):96–115. https://doi.org/10.1016/j.jue.2006.12.006
Ding TH, Chen JF (2021) Evaluation and obstacle factors of coordination development of regional water-energy-food-ecology system under green development: a case study of Yangtze River Economic Belt, China. Stoch Env Res Risk A 36(9):2477–2493. https://doi.org/10.1007/s00477-021-02114-w
Fan JR, Zhang JH, Zhong XH, Liu SZ, Tao HP (2004) Monitoring of soil erosion and assessment for contribution of sediments to rivers in a typical watershed of the Upper Yangtze River Basin. Land Degrad Dev 15(4):411–421. https://doi.org/10.1002/ldr.622
Ge M, Yu KL, Ding AE, Liu GF (2022) Input-output efficiency of water-energy-food and its driving forces: spatial-temporal heterogeneity of Yangtze River Economic Belt, China. Int J Env Res Pub He 19(3):1340. https://doi.org/10.3390/ijerph19031340
Guerra JBSOD, Berchin II, Garcia J, Neiva SD, Jonck AV, Faraco RA, de Amorim WS, Ribeiro JMP (2021) A literature-based study on the water-energy-food nexus for sustainable development. Env Res Risk A 35(1):95–116. https://doi.org/10.1007/s00477-020-01772-6
Gupta A, Rico-Medina A, Cano-Delgado AI (2020) The physiology of plant responses to drought. Science 368(6488):266–269. https://doi.org/10.1126/science.aaz7614
Han DN, Yu DY, Cao Q (2020) Assessment on the features of coupling interaction of the food-energy-water nexus in China. J Clean Prod 249:119379. https://doi.org/10.1016/j.jclepro.2019.119379
Hazbavi Z, Sadeghi SH, Gholamalifard M, Davudirad AA (2020) Watershed health assessment using the pressure-state-response (PSR) framework. Land Degrad Dev 31(1):3–19. https://doi.org/10.1002/ldr.3420
Hoff H (2011) Understanding the Nexus. Background Paper for the Bonn2011 Conference: the water, energy and food security nexus. Stockholm Environment Institute, Stockholm. https://www.sei.org/publications/understanding-the-nexus/ (accessed 15 September 2022)
Jing PR, Sheng JB, Hu TS, Mahmoud A, Guo LD, Liu Y, Wu YT (2022) Spatiotemporal evolution of sustainable utilization of water resources in the Yangtze River Economic Belt based on an integrated water ecological footprint model. J Clean Prod 358:132035. https://doi.org/10.1016/j.jclepro.2022.132035
Kong Y, He WJ, Yuan L, Zhang ZF, Gao X, Zhao YE, Degefu DM (2021) Decoupling economic growth from water consumption in the Yangtze River Economic Belt, China. Ecol Indicat 123:107344. https://doi.org/10.1016/j.ecolind.2021.107344
Kong Y, He WJ, Gao X, Yuan L, Peng QL, Li SQ, Zhang ZF, Degefu DM (2022) Dynamic assessment and influencing factors analysis of water environmental carrying capacity in the Yangtze River Economic Belt, China. Ecol Indicat 142:109214. https://doi.org/10.1016/j.ecolind.2022.109214
Laspidou CS, Mellios N, Kofinas D (2019) Towards ranking the water-energy-food-land use-climate nexus interlinkages for building a nexus conceptual model with a heuristic algorithm. Water 11(2):306. https://doi.org/10.3390/w11020306
Lawford R, Bogardi J, Marx S, Jain S, Wostl CP, Knuppe K, Ringler C, Lansigan F, Meza F (2013) Basin perspectives on the water-energy-food security nexus. Curr Opin Env Sust 5(6):607–616. https://doi.org/10.1016/j.cosust.2013.11.005
Lazaro LLB, Giatti LL, Bermann C, Giarolla A, Ometto J (2021) Policy and governance dynamics in the water-energy-food-land nexus of biofuels: proposing a qualitative analysis model. Renew Sust Energ Rev 149:111384. https://doi.org/10.1016/j.rser.2021.111384
Li YF, Li Y, Zhou Y, Shi YL, Zhu XD (2012) Investigation of a coupling model of coordination between urbanization and the environment. J Environ Manage 98:127–133. https://doi.org/10.1016/j.jenvman.2011.12.025
Li WJ, Wang Y, Xie SY, Cheng X (2021) Coupling coordination analysis and spatiotemporal heterogeneity between urbanization and ecosystem health in Chongqing municipality. China Sci Total Environ 791:148311. https://doi.org/10.1016/j.scitotenv.2021.148311
Liu JP, Tian Y, Huang K, Yi T (2021) Spatial-temporal differentiation of the coupling coordinated development of regional energy-economy-ecology system: a case study of the Yangtze River Economic Belt. Ecol Indic 124:107394. https://doi.org/10.1016/j.ecolind.2021.107394
Liu J, Xuan KY, Xie NM, Zhang JY, Wang XJ, Yu ZB, Wang WG (2022a) Effects of urbanisation on regional water consumption in China. J Hydrol 609:127721. https://doi.org/10.1016/j.jhydrol.2022.127721
Liu YB, Liu W, Yan YA, Liu CY (2022b) A perspective of ecological civilization: research on the spatial coupling and coordination of the energy-economy-environment system in the Yangtze River Economic Belt. Environ Monit Assess 194(6):403. https://doi.org/10.1007/s10661-022-10065-0
Lv LL, Chen CJ, Wang ZF (2022) Spatiotemporal differentiation and the obstacle factors influencing the coupling coordination between economic development and water pollution control capability in the Yangtze River Economic Belt. Environ Sci Pollut R 29(50):75681–75698. https://doi.org/10.1007/s11356-022-21132-x
Ma Y, Li YP, Zhang YF, Huang GH (2021) Mathematical modeling for planning water-food-ecology-energy nexus system under uncertainty: a case study of the Aral Sea Basin. J Clean Prod 308:127368. https://doi.org/10.1016/j.jclepro.2021.127368
Mercure JF, Paim MA, Bocquillon P, Lindner S, Salas P, Martinelli P, Berchin II, Guerra JBSOD, Derani C, de Albuquerque CL, Ribeiro JMP, Knobloch F, Pollitt H, Edwards NR, Holden PB, Foley A, Schaphoff S, Faraco RA, Vinuales JE (2019) System complexity and policy integration challenges: the Brazilian energy-water-food nexus. Renew Sust Energ Rev 105:230–243. https://doi.org/10.1016/j.rser.2019.01.045
Molajou A, Pouladi P, Afshar A (2021) Incorporating social system into water-food-energy nexus. Water Resour Manag 35(13):4561–4580. https://doi.org/10.1007/s11269-021-02967-4
Mosaffaie J, Jam AS, Tabatabaei MR, Kousari MR (2021) Trend assessment of the watershed health based on DPSIR framework. Land Use Policy 100:104911. https://doi.org/10.1016/j.landusepol.2020.104911
Muller B, Berg M, Yao ZP, Zhang XF, Wang D, Pfluger A (2008) How polluted is the Yangtze River? Water quality downstream from the Three Gorges Dam. Sci Total Environ 402:232–247. https://doi.org/10.1016/j.scitotenv.2008.04.049
Pahl-Wostl C, Lebel L, Knieper C, Nikitina E (2012) From applying panaceas to mastering complexity: toward adaptive water governance in river basins. Environ Sci Policy 23:24–34. https://doi.org/10.1016/j.envsci.2012.07.014
Pan ZW, Tang DC, Kong HJ, He JX (2022) An analysis of agricultural production efficiency of Yangtze River Economic Belt based on a three-stage DEA Malmquist model. Int J Env Res Pub He 19(2):958. https://doi.org/10.3390/ijerph19020958
Peng L, Xia J, Li ZH, Fang CL, Deng XZ (2020) Spatio-temporal dynamics of water-related disaster risk in the Yangtze River Economic Belt from 2000 to 2015. Resour Conserv Recy 161:104851. https://doi.org/10.1016/j.resconrec.2020.104851
Peng QL, He WJ, Kong Y, Yuan L, Degefu DM, An M, Zeng Y (2022) Identifying the decoupling pathways of water resource liability and economic growth: a case study of the Yangtze River Economic Belt, China. Environ Sci Pollut R 29(37):55775–55789. https://doi.org/10.1007/s11356-022-19724-8
Pereira LS (2017) Water, agriculture and food: challenges and issues. Water Resour Manag 31(10):2985–2999. https://doi.org/10.1007/s11269-017-1664-z
Ringler C, Bhaduri A, Lawford R (2013) The nexus across water, energy, land and food (WELF): potential for improved resource use efficiency? Curr Opin Env Sust 5:617–624. https://doi.org/10.1016/j.cosust.2013.11.002
Sargentis GF, Lagaros ND, Cascella GL, Koutsoyiannis D (2022) Threats in water-energy-food-land nexus by the 2022 Military and Economic Conflict. Land 11(9):1569. https://doi.org/10.3390/land11091569
Scott CA, Vicuña S, Blanco-Gutiérrez I, Meza F, Varela-Ortega C (2014) Irrigation efficiency and water-policy implications for river-basin resilience. Hydrol Earth Syst Sci 18:1339–1348. https://doi.org/10.5194/hess-18-1339-2014
Shi HY, Luo GP, Zheng HW, Chen CB, Bai J, Liu T, Ochege FU, De Maeyer P (2020) Coupling the water-energy-food-ecology nexus into a Bayesian network for water resources analysis and management in the Syr Darya River basin. J Hydrol 581:124387. https://doi.org/10.1016/j.jhydrol.2019.124387
Sun CZ, Yan XD, Zhao LS (2021) Coupling efficiency measurement and spatial correlation characteristic of water-energy-food nexus in China. Resour Conserv Recy 164:105151. https://doi.org/10.1016/j.resconrec.2020.105151
Susnik J, Masia S, Indriksone D, Bremere I, Vamvakeridou-Lydroudia L (2022) System dynamics modelling to explore the impacts of policies on the water-energy-food-land-climate nexus in Latvia. Sci Total Environ 775:145827. https://doi.org/10.1016/j.scitotenv.2021.145827
United States National Intelligence Council (2012) Global Trends 2030: Alternative Worlds. https://info.publicintelligence.net/GlobalTrends2030.pdf (accessed 21 August 2022)
van den Heuvel L, Blicharska M, Masia S, Susnik J, Teutschbein C (2020) Ecosystem services in the Swedish water-energy-food-land-climate nexus: anthropogenic pressures and physical interactions. Ecosyst Serv 44:101141. https://doi.org/10.1016/j.ecoser.2020.101141
Wang Q, Wang XW (2020) Moving to economic growth without water demand growth - a decomposition analysis of decoupling from economic growth and water use in 31 provinces of China. Sci Total Environ 726:138362. https://doi.org/10.1016/j.scitotenv.2020.138362
Wang Q, Zhang QP, Liu YY, Tong LJ, Zhang YZ, Li XY, Li JL (2020) Characterizing the spatial distribution of typical natural disaster vulnerability in China from 2010 to 2017. Nat Hazards 100:3–15. https://doi.org/10.1007/s11069-019-03656-7
Wang CH, Li KC, Santisirisomboon J (2021a) Wave activities characteristics during a sudden sharp drought-flood turn event in 2011 in East China. Int J Climatol 41:3469–3480. https://doi.org/10.1002/joc.7030
Wang F, Lu Y, Li J, Ni J (2021b) Evaluating environmentally sustainable development based on the PSR framework and variable weigh analytic hierarchy process. Int J Env Res Pub He 18(6):2836. https://doi.org/10.3390/ijerph18062836
Wu ZN, Lv H, Meng Y, Guan XJ, Zang YW (2020) The determination of flood damage curve in areas lacking disaster data based on the optimization principle of variation coefficient and beta distribution. Sci Total Environ 750:142277. https://doi.org/10.1016/j.scitotenv.2020.142277
Xing L, Xue MG, Hu MS (2019) Dynamic simulation and assessment of the coupling coordination degree of the economy-resource-environment system: case of Wuhan City in China. J Environ Manage 230:474–487. https://doi.org/10.1016/j.jenvman.2018.09.065
Xu HX, Tan XX, Liang J, Cui YH, Gao Q (2022) Impact of agricultural non-point source pollution on river water quality: evidence from China. Front Ecol Evol 10:858822. https://doi.org/10.3389/fevo.2022.858822
You C, Han S, Kim J (2021) Integrative design of the optimal biorefinery and bioethanol supply chain under the water-energy-food-land (WEFL) nexus framework. Energy 228:120574. https://doi.org/10.1016/j.energy.2021.120574
Zeng X, Lund JR, Cai XM (2021) Linear versus nonlinear (convex and concave) hedging rules for reservoir optimization operation. Water Resour Res 57(12):29160. https://doi.org/10.1029/2020WR029160
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This work is supported by the National Natural Science Foundation of China (no. 52179022, 51909174, and 71974053) and the Fundamental Research Funds for Central Public Welfare Research Institutes (no. Y722003 and Y722007).
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The original draft of the manuscript was written by Jing P.R., and all authors commented on previous versions of the manuscript. Writing—original draft preparation: Jing P.R.; conceptualization: Jing P.R., Hu T.S., Sheng J.B.; methodology: Jing P.R., Hu T.S.; writing—review and editing and supervision: Hu T.S., Sheng J.B., Mahmoud A.; formal analysis and investigation: Jing P.R., Yang D.W., Guo L.D., Li M.X.; data curation and software: Jing P.R., Liu Y., Wu Y.T.; funding acquisition: Hu T.S., Sheng J.B., Yang D.W., Guo L.D. All authors read and approved the final manuscript.
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Jing, P., Hu, T., Sheng, J. et al. Coupling coordination and spatiotemporal dynamic evolution of the water-energy-food-land (WEFL) nexus in the Yangtze River Economic Belt, China. Environ Sci Pollut Res 30, 34978–34995 (2023). https://doi.org/10.1007/s11356-022-24659-1
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DOI: https://doi.org/10.1007/s11356-022-24659-1