Abstract
Long-term excessive use of chemical fertilizer has led to water environmental degradation. Reducing chemical fertilizer use in crop production has become a consensus, and the effects of chemical fertilizer reduction on yield, water consumption and water environment urgently need to be explored. A field experiment including four fertilization treatments: normal fertilizer application (NFA), 15%, 30% and 45% fertilizer reduction (FR) was conducted and the water footprint (WF) was used as an indicator to explore how the chemical fertilizer reduction affected the maize WF. The results showed that the blue, green and total WFs of maize in the 45% FR and NFA treatments were larger than those in the 30% FR and 15% FR treatments in 2018 and 2019. The grey WFs of maize in the NFA treatment were the highest in 2018 and 2019, exhibiting a trend that the grey WFs in the NFA treatment >15% FR treatment >30% FR treatment >45% FR treatment in 2018 and those in the NFA treatment >45% FR treatment >30% FR treatment >15% FR treatment in 2019. The optimal treatment was the 15–30% FR compared with the current fertilization, in which the total WF of maize can be minimized and the maize yield can be maximized at the same time. Precipitation had a wide-ranging impact on the yield and WF of maize, especially the amount, intensity and interval of rainfall, which had an evident impact on the grey WF. This study is expected to provide a data foundation for reducing chemical fertilizer and improving water and fertilizer use efficiency in maize production.
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References
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration: guidelines for computing crop water requirements. In: FAO Irrigation and Drainage Paper 56. FAO, Rome. https://www.researchgate.net/publication/284300773_FAO_Irrigation_and_drainage_paper_No_56. Accessed 8 Sept 2020
Arnold JG, Srinivasan R, Muttiah RS, Williams JR (1998) Large area hydrologic modeling and assessment part I: model development. J Am Water Resour Assoc 34:73–89. https://doi.org/10.1111/j.1752-1688.1998.tb05961.x
Cao XC, Wu MY, Shu R, Zhuo L, Chen D, Shao GC, Guo XP, Wang WG, Tang SH (2018) Water footprint assessment for crop production based on field measurements: a case study of irrigated paddy rice in East China. Sci Total Environ 610-611:84–93. https://doi.org/10.1016/j.scitotenv.2017.08.011
Castellanos MT, Cartagena MC, Requejo MI, Arce A, Cabello MJ, Ribas F, Tarquis AM (2016) Agronomic concepts in water footprint assessment: a case of study in a fertirrigated melon crop under semiarid conditions. Agric Water Manag 170:81–90. https://doi.org/10.1016/j.agwat.2016.01.014
Chen ZJ (2017) Effects of two fertilizer reducing pathways on maize fertilization. Jilin Agricultural University, Changchun
Chen YL, Xiao CX, Wu DL, Xia TT, Chen QW, Chen FJ, Yuan LX, Mi GH (2015) Effects of nitrogen application rate on grain yield and grain nitrogen concentration in two maize hybrids with contrasting nitrogen remobilization efficiency. Eur J Agron 62:79–89. https://doi.org/10.1016/j.eja.2014.09.008
Chukalla AD, Krol MS, Hoekstra AY (2018) Grey water footprint reduction in irrigated crop production: effect of nitrogen application rate, nitrogen form, tillage practice and irrigation strategy. Hydrol Earth Syst Sci 22:3245–3259. https://doi.org/10.5194/hess-22-3245-2018
Dinesh R, Srinivasan V, Hamza S, Manjusha A (2010) Short-term incorporation of organic manures and biofertilizers influences biochemical and microbial characteristics of soils under an annual crop [Turmeric (Curcuma longa L.)]. Bioresour Technol 101(12):4697–4702. https://doi.org/10.1016/j.biortech.2010.01.108
Drury CF, Tan CS (1995) Long-term (35 years) effects of fertilization, rotation and weather on corn yields. Can J Plant Sci 75(2):355–362. https://doi.org/10.4141/cjps95-060
Duan YH, Xu MG, Gao SD, Liu H, Huang SM, Wang BR (2016) Long-term incorporation of manure with chemical fertilizers reduced total nitrogen loss in rain-fed cropping systems. Sci Rep 6(1):33611. https://doi.org/10.1038/srep33611
Fan L, Lv CH, Chen Z (2012) A review of EPIC Model and its applications. Prog Geogr 31(5):584–592 CNKI:SUN:DLKJ.0.2012-05-009
Feng GZ, Zhang Q, Gu M, Zhang GE, He Y, Gao Q (2010) Determination of the formulation of special fertilizer for spring maize in corn belt of Jilin. Chin Agric Sci Bull 26:225–229 CNKI:SUN:ZNTB.0.2010-13-049
Feng BB, Zhuo L, Xie D, Mao Y, Gao J, Xie PX, Wu PT (2021) A quantitative review of water footprint accounting and simulation for crop production based on publications during 2002–2018. Ecol Indic 120:106962. https://doi.org/10.1016/j.ecolind.2020.106962
Gao Q, Feng GZ, Wang ZG (2010) Present situation of fertilizer application on spring maize in Northeast China. Chin Agric Sci Bull 8:1524–1534 CNKI:SUN:ZNTB.0.2010-14-052
Godfray HCJ, Beddington JR, Crute IR, Haddad L, Lawrence D, Muir JF, Pretty J, Robinson S, Thomas SM, Toulmin C (2010) Food security: the challenge of feeding 9 billion people. Science 327(5967):812–818. https://doi.org/10.1126/science.1185383
Guo JH, Liu XJ, Zhang Y, Shen JL, Han WX, Zhang WF, Christie P, Goulding KWT, Vitousek PM, Zhang FS (2010) Significant acidification in major Chinese croplands. Science 327(5968):1008–1010. https://doi.org/10.1126/science.1182570
Herath I, Green S, Horne D, Singh R, Clothier B (2014) Quantifying and reducing the water footprint of rain-fed potato production part II: a hydrological assessment using modelling supported by measurements. J Clean Prod 81:103–110. https://doi.org/10.1016/j.jclepro.2014.06.026
Hoekstra AY, Hung PQ (2005) Globalization of water resources: international virtual water flows in relation to crop trade. Glob Environ Chang 15:45–56. https://doi.org/10.1016/j.gloenvcha.2004.06.004
Hoekstra AY, Chapagain AK, Aldaya MM, Mekonnen MM (2011) The Water Footprint Assessment Manual: Setting the Global Standard. Earthscan, London and Washington
Hou YP, Yin CX, Kong LL (2016) Effect of nitrogen fertilizer application on yield, agronomic efficiency and nitrogen balance of spring maize. Soil Fert Sci China 6:93–98 CNKI:SUN:TRFL.0.2016-06-015
Huang JK, Hu RF, Cao JM, Rozelle S (2008) Training programs and in-the-field guidance to reduce China’s overuse of fertilizer without hurting profitability. J Soil Water Conserv 63(5):165A. https://doi.org/10.2489/jswc.63.5.165A
Huang J, Ridoutt BG, Thorp KR, Wang XC, Lan K, Liao J, Tao X, Wu CY, Huang JL, Chen F, Scherer L (2019) Water-scarcity footprints and water productivities indicate unsustainable wheat production in China. Agric Water Manag 224:105744. https://doi.org/10.1016/j.agwat.2019.105744
Jamshidi S (2019) An approach to develop grey water footprint accounting. Ecol Indic 106:105477. https://doi.org/10.1016/j.ecolind.2019.105477
Ji YG, Sun JW, Zhou W, Liang GQ, He P, Ma XF, Wei D, Wu Y (2009) Study of ammonia volatilization characteristics with maize monoculture system from black soil in Northeast China. Plant Nutr Fert Sci 15(5):1044–1050 CNKI:SUN:ZWYF.0.2009-05-011
Jiang CX, Zhou JM, Xia YX, Zhou MZ, Wang WL, Xue CY (2019) The effect of fertilizer reduction on the yield and fertilizer efficiency of different varieties of rice. J Zhejiang Agric Sci 60(10):1760–1762, 1765. https://doi.org/10.16178/j.issn.0528-9017.20191018
Johannessen SC, Macdonald RW, Burd B, van Roodselaar A, Bertold S (2015) Local environmental conditions determine the footprint of municipal effluent in coastal waters: a case study in the Strait of Georgia, British Columbia. Sci Total Environ 508:228–239. https://doi.org/10.1016/j.scitotenv.2014.11.096
Ju XT, Xing GX, Chen XP, Zhang SL, Zhang LJ, Liu XJ, Cui ZL, Yin B, Christie P, Zhu ZL, Zhang FS (2009) Reducing environmental risk by improving N management in intensive Chinese agricultural systems. Proc Natl Acad Sci U S A 106:3041–3046. https://doi.org/10.1073/pnas.0813417106
Li HY, Qin LJ, He HS (2018) Characteristics of the water footprint of rice production under different rainfall years in Jilin Province, China. J Sci Food Agric 98:3001–3013. https://doi.org/10.1002/jsfa.8799
Li HY, Wang YF, Qin LJ, He HS, Zhang TY, Wang JQ, Zheng XX (2020) Effects of different slopes and fertilizer types on the grey water footprint of maize production in the black soil region of China. J Clean Prod 246:119077. https://doi.org/10.1016/j.jclepro.2019.119077
Liu JG, Williams JR, Zehnder AJB, Yang H (2007) GEPIC-modelling wheat yield and crop water productivity with high resolution on a global scale. Agric Syst 94(2):478–493. https://doi.org/10.1016/j.agsy.2006.11.019
Lovarelli D, Bacenetti J, Fiala M (2016) Water footprint of crop productions: a review. Sci Total Environ 548-549:236–251. https://doi.org/10.1016/j.scitotenv.2016.01.022
Lu XJ, Li ZZ, Bu QG, Cheng DJ, Duan WX, Sun ZH (2014) Effects of rainfall harvesting and mulching on corn yield and water use in the corn belt of Northeast China. Agron J 106(6):2175–2184. https://doi.org/10.2134/agronj14.0374
Lu Y, Zhang XY, Chen SY, Shao LW, Sun HY (2016) Changes in water use efficiency and water footprint in grain production over the past 35 years: a case study in the North China Plain. J Clean Prod 116:71–79. https://doi.org/10.1016/j.jclepro.2016.01.008
Luan XB, Wu PT, Sun SK, Wang YB, Gao XR (2018) Quantitative study of the crop production water footprint using the SWAT model. Ecol Indic 89:1–10. https://doi.org/10.1016/j.ecolind.2018.01.046
Ma WJ, Opp C, Yang DW (2020) Spatiotemporal supply-demand characteristics and economic benefits of crop water footprint in the semi-arid region. Sci Total Environ 738:139502. https://doi.org/10.1016/j.scitotenv.2020.139502
MEP (1989a) Water Quality-Determination of Total Nitrogen-Alkaline Potassium Persulfate Digestion-UV Spectrophotometric Method (GB 11894-1989). Ministry of Environmental Protection Beijing China, Beijing
MEP (1989b) Water Quality-Determination of Total Phosphorus-Ammonium Molybdate Spectrophotometric Method (GB 11893-1989). Ministry of Environmental Protection Beijing China, Beijing
MEP (2002) Surface Water Quality Standards in China (GB3838-2002). Ministry of Environmental Protection Beijing China, Beijing
MEP (2009) Water Quality-Determination of Ammonia Nitrogen-Salicylic Acid Spectrophotometry (HJ536-2009). Ministry of Environmental Protection Beijing China, Beijing
MEP (2016) Water Quality-Determination of Inorganic Anions (F-, Cl-, NO2-, Br-, NO3-, PO43-, SO32-, SO42-)-Ion Chromatography (HJ 84-2016). Ministry of Environmental Protection Beijing China, Beijing
MEP (2017) Water Quality-Determination of the Chemical Oxygen Demand-Dichromate Method (HJ 828-2017). Ministry of Environmental Protection Beijing China, Beijing
Mueller ND, Gerber JS, Johnston M, Ray DK, Ramankutty N, Foley JA (2012) Closing yield gaps through nutrient and water management. Nature 490(7419):254–257. https://doi.org/10.1038/nature11420
NBSC (2019) China Statistical Yearbook 2019. National Bureau of Statistics of China Beijing China, Beijing
Novoa V, Ahumada-Rudolph R, Rojas O, Munizaga J, Sáez K, Arumí JL (2019) Sustainability assessment of the agricultural water footprint in the Cachapoal River basin, Chile. Ecol Indic 98:19–28. https://doi.org/10.1016/j.ecolind.2018.10.048
Olivera Rodriguez P, Holzman ME, Degano MF, Faramiñán AMG, Rivas RE, Bayala MI (2020) Spatial variability of the green water footprint using a medium-resolution remote sensing technique: The case of soybean production in the Southeast Argentine Pampas. Sci Total Environ 763:142963. https://doi.org/10.1016/j.scitotenv.2020.142963
Peng ZP, Zhang JT, Yuan S, Wang YQ, Liu HL, Xue SC (2009) Effects of different phosphrus application rates on the dynamic accumulation and distribution of dry matter and phosphrus in maize. Plant Nutr Fert Sci 15(4):793–798 CNKI:SUN:ZWYF.0.2009-04-010
Pfister S, Bayer P (2014) Monthly water stress: spatially and temporally explicit consumptive water footprint of global crop production. J Clean Prod 73:52–62. https://doi.org/10.1016/j.jclepro.2013.11.031
Qin LJ, Jin YH, Duan PL, He HS (2016) Field-based experimental water footprint study of sunflower growth in a semi-arid region of China. J Sci Food Agric 96:3266–3273. https://doi.org/10.1002/jsfa.7726
Romaguera M, Hoekstra AY, Su ZB, Krol MS, Salama MS (2010) Potential of using remote sensing techniques for global assessment of water footprint of crops. Remote Sens 2(4):1177–1196. https://doi.org/10.3390/rs2041177
Smith LED, Siciliano G (2015) A comprehensive review of constraints to improved management of fertilizers in China and mitigation of diffuse water pollution from agriculture. Agric Ecosyst Environ 209:15–25. https://doi.org/10.1016/j.agee.2015.02.016
Snyder RL, Geng S, Orang M, Sarreshteh S (2012) Calculation and simulation of evapotranspiration of applied water. J Integr Agric 11:489–501. https://doi.org/10.1016/S2095-3119(12)60035-5
Tilman D, Balzer C, Hill J, Befort BL (2011) Global food demand and the sustainable intensification of agriculture. Proc Natl Acad Sci U S A 108(50):20260. https://doi.org/10.1073/pnas.1116437108
Vanuytrecht E, Raes D, Steduto P, Hsiao TC, Fereres E, Heng LK, Garcia Vila M, Mejias Moreno P (2014) AquaCrop: FAO's crop water productivity and yield response model. Environ Model Softw 62:351–360. https://doi.org/10.1016/j.envsoft.2014.08.005
Wang XK (2014) Effects of irrigation, fertilization and mulching on maize growth and nitrogen absorption in the Loess plateau. Research Center of Soil and Water Conservation and Ecological Environment. Chinese Academy of Sciences and Ministry of Education, Yangling
Wang ZL, Xiao HF (2008) Analysis of the effect of chemical fertilizer application on the increase of grain yield. Issues Agric Econ 8:65–68. https://doi.org/10.13246/j.cnki.iae.2008.08.012
Wang Q, Zhan XD, Wang H (2013) The relationship between food and water environment security in China. Chin J Agric Resour Reg Plan 34(1):81–86. https://doi.org/10.7621/cjarrp.1005-9121.20130115
Wang DY, Li JB, Ye YY, Tan FF (2015) An improved calculation method of grey water footprint. J Nat Resour 30:2120–2130. https://doi.org/10.11849/zrzyxb.2015.12.013
Wang ZT, Geng YB, Liang T (2020) Optimization of reduced chemical fertilizer use in tea gardens based on the assessment of related environmental and economic benefits. Sci Total Environ 713:136439. https://doi.org/10.1016/j.scitotenv.2019.136439
Williams JR, Jones CA, Dyke PT (1984) A modelling approach to determining the relationship between erosion and soil productivity. Trans ASAE 27(1):129–144. https://doi.org/10.13031/2013.32748
Wu N, Zheng YL, Luan YJ, Gong Y, Wang ZY, Wu MY (2017) Calculating water footprint of rice production based on experimental data. J Irrig Drain 36(11):19–24. https://doi.org/10.13522/j.cnki.ggps.2017.11.004
Wu DL, Xu XX, Chen YL, Shao H, Sokolowski E, Mi GH (2019) Effect of different drip fertigation methods on maize yield, nutrient and water productivity in two-soils in Northeast China. Agric Water Manag 213:200–211. https://doi.org/10.1016/j.agwat.2018.10.018
Yan FL, Zhang FC, Fan XK, Fan JL, Wang Y, Zou HY, Wang HD, Li GD (2021) Determining irrigation amount and fertilization rate to simultaneously optimize grain yield, grain nitrogen accumulation and economic benefit of drip-fertigated spring maize in northwest China. Agric Water Manag 243:106440. https://doi.org/10.1016/j.agwat.2020.106440
Yu CX, Yin XN, Li H, Yang ZF (2020) A hybrid water-quality-index and grey water footprint assessment approach for comprehensively evaluating water resources utilization considering multiple pollutants. J Clean Prod 248:119225. https://doi.org/10.1016/j.jclepro.2019.119225
Zou WX, Yang CB, Jiang H, Han XZ (2014) The effect of long-term fertilization on soil water dynamics and water use efficiency in a field experiment of black soil region in Northeast China. Fresenius Environ Bull 23(3A):840–850
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This work was funded by the National Key R&D Program of China (2019YFC0409101), National Natural Science Foundation of China (41571526), and the Key Project of National Natural Science Foundation of China (41630749).
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Jianqin Wang: data curation, formal analysis and writing - original draft; Lijie Qin: conceptualization, supervision and writing - review & editing; Jingru Cheng and chenchen Shang: data curation; and Bo Li, Yongcai Dang and Hongshi He: writing - review & editing.
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Wang, J., Qin, L., Cheng, J. et al. Suitable chemical fertilizer reduction mitigates the water footprint of maize production: evidence from Northeast China. Environ Sci Pollut Res 29, 22589–22601 (2022). https://doi.org/10.1007/s11356-021-17336-2
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DOI: https://doi.org/10.1007/s11356-021-17336-2