Please wait a minute...
Journal of Integrative Agriculture  2021, Vol. 20 Issue (10): 2772-2780    DOI: 10.1016/S2095-3119(20)63338-X
Agro-ecosystem & Environment Advanced Online Publication | Current Issue | Archive | Adv Search |
Regional distribution of wheat yield and chemical fertilizer requirements in China
XU Xin-peng1, HE Ping1, CHUAN Li-min2, LIU Xiao-yan1, LIU Ying-xia1, ZHANG Jia-jia1, HUANG Xiao-meng1, 3, QIU Shao-jun1, ZHAO Shi-cheng1, ZHOU Wei1 
1 Key Laboratory of Plant Nutrition and Fertilizer, Ministry of Agriculture and Rural Affairs/Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, P.R.China
2 Institute of Information on Science and Technology of Agriculture, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, P.R.China
3 Faculty of Resources and Environmental Science, Hubei University, Wuhan 430062, P.R.China
Download:  PDF in ScienceDirect  
Export:  BibTeX | EndNote (RIS)      
摘要  

量化当前作物的可获得产量和肥料需求可为评估粮食供应能力提供详细信息以及制定农业决策提供数据支持。本研究收集和汇总了从2000年到2015年中国小麦主产区的5408个田间试验,结合克里格插值和小麦养分专家支持决策系统,分析了小麦产量、土壤养分供应能力(采用相对产量表示,其定义为不施氮(N)、磷(P)或钾(K)肥处理的产量与氮磷钾肥全施处理的产量的比值)和氮、磷和钾肥需求的空间分布。结果表明,所有研究区域的小麦平均可获得产量为6.4 t ha−1,变异系数(CV)为24.9%。华北地区(NCC)和长江中下游地区(MLYR)北部的产量普遍高于7 t ha−1,而西南地区(SWC),东北地区(NEC)和西北地区(NWC)东部的小麦产量通常小于6 t ha−1。氮、磷和钾肥的相对产量大于0.70、0.85和0.85的分布面积分别占研究区域的52.3%、74.7%和95.9%。氮、磷和钾肥的需要量存在差异,其变异系数分别为24.8%、23.9%和29.9%。与其它地区相比,华北地区(NCC)和长江中下游地区(MLYR)北部需要更多的肥料。在所有研究区域中,平均的N、P2O5和K2O的需用量分别为162、72和57 kg ha−1。将可获得产量和肥料需求的空间差异纳入小麦生产实践,将有利于小麦可持续生产和环境安全。




Abstract  
Quantification of currently attainable yield and fertilizer requirements can provide detailed information for assessing the food supply capacity and offer data support for agricultural decision-making.  Datasets from a total of 5 408 field experiments were collected from 2000 to 2015 across the major wheat production regions in China to analyze the spatial distribution of wheat yield, the soil nutrient supply capacity (represented by relative yield, defined as the ratio of the yield under the omission of one of nitrogen (N), phosphorus (P) and potassium (K) to the yield under the full NPK fertilizer application), and N, P and K fertilizer requirements by combining the kriging interpolation method with the Nutrient Expert Decision Support System for Wheat.  The results indicated that the average attainable yield was 6.4 t ha−1, with a coefficient of variation (CV) of 24.9% across all sites.  The yields in North-central China (NCC) and the northern part of the Middle and Lower reaches of the Yangtze River (MLYR) were generally higher than 7 t ha−1, whereas the yields in Southwest China (SWC), Northeast China (NEC), and the eastern part of Northwest China (NWC) were usually less than 6 t ha−1.  The precentage of area having a relative yield above 0.70, 0.85, and 0.85 for N, P, and K fertilizers accounted for 52.3, 74.7, and 95.9%, respectively.  Variation existed in N, P, and K fertilizer requirements, with a CV of 24.8, 23.9, and 29.9%, respectively, across all sites.  More fertilizer was needed in NCC and the northern part of the MLYR than in other regions.  The average fertilizer requirement was 162, 72, and 57 kg ha−1 for N, P2O5, and K2O fertilizers, respectively, across all sites.  The incorporation of the spatial variation of attainable yield and fertilizer requirements into wheat production practices would benefit sustainable wheat production and environmental safety.
Keywords:  wheat        attainable yield        fertilizer requirements        nutrient expert system        spatial variation  
Received: 08 April 2020   Accepted:
Fund: This research was supported by the National Key R&D Program of China (2016YFD0200101), the National Natural Science Foundation of China (31801938).
Corresponding Authors:  Correspondence HE Ping, Tel: +86-10-82105638, E-mail: heping02@caas.cn; ZHOU Wei, E-mail: zhouwei02@caas.cn   
About author:  XU Xin-peng, E-mail: xuxinpeng@caas.cn;

Cite this article: 

XU Xin-peng, HE Ping, CHUAN Li-min, LIU Xiao-yan, LIU Ying-xia, ZHANG Jia-jia, HUANG Xiao-meng, QIU Shao-jun, ZHAO Shi-cheng, ZHOU Wei. 2021. Regional distribution of wheat yield and chemical fertilizer requirements in China. Journal of Integrative Agriculture, 20(10): 2772-2780.

Brisson N, Gate P, Gouache D, Charmet G, Oury F X, Huard F. 2010. Why are wheat yields stagnating in Europe? A comprehensive data analysis for France. Field Crops Research, 119, 201–212.
Brus D J, Heuvelink G B M. 2007. Optimization of sample patterns for universal kriging of environmental variables. Geoderma, 138, 86–95.
Chuan L M, He P, Pampolino M F, Johnston A M, Jin J Y, Xu X P, Zhao S C, Qiu S J, Zhou W. 2013. Establishing a scienti?c basis for fertilizer recommendations for wheat in China: Yield response and agronomic ef?ciency. Field Crops Research, 140, 1–8.
Cui Z L, Zhang H Y, Chen X P, Zhang C C, Ma W Q, Huang C D, Zhang W F, Mi G H, Miao Y X, Li X L, Gao Q, Yang J C, Wang X H, Ye Y L, Guo S W, Lu J W, Huang J L, Lv S H, Sun Y X, Liu Y Y, et al. 2018. Pursuing sustainable productivity with millions of smallholder farmers. Nature, 555, 363–366.
Deihimfard R, Mahallati M N, Koocheki A. 2015. Yield gap analysis in major wheat growing areas of Khorasan province, Iran, through crop modeling. Field Crops Research, 184, 28–38.
Fang Q, Zhang X Y, Chen S Y, Shao L W, Sun H Y. 2017. Selecting traits to increase winter wheat yield under climate change in the North China Plain. Field Crops Research, 207, 30–41.
FAO (Food and Agriculture Organization). 2018. Online statistical database: Production. FAOSTAT. [2020-03-05]. http://faostat.fao.org
Gao R T, Liu S Q, Zhang, Y G, Li H Z, Huang Y F, Xia X F, Jiang T T, Zhang H. 2011. Temporal-spatial variability and fractal characteristics of soil nitrogen and phosphorus in Xinji District, Hebei Province, China. Environmental Monitoring and Assessment, 174, 229–240.
Ichami S M, Shepherd K D, Sila A M, Stoorvogel J J, Hoffland E. 2019. Fertilizer response and nitrogen use ef?ciency in African smallholder maize farms. Nutrient Cycling in Agroecosystems, 113, 1–19.
Van Ittersum M K, Cassman K G, Grassini P, Wolf J, Tittonell P, Hochman Z. 2013. Yield gap analysis with local to global relevance - A review. Field Crops Research, 143, 4–17.
Ju X T, Xing G X, Chen X P, Zhang S L, Zhang L J, Liu X J, Cui Z L, Yin B, Christie P, Zhu Z L, Zhang F S. 2009. Reducing environmental risk by improving N management in intensive Chinese agricultural systems. Proceedings of the National Academy of Sciences of the United States of America, 106, 3041–3046.
Li H Y, Webster R, Shi Z. 2015. Mapping soil salinity in the Yangtze delta: REML and universal kriging (E-BLUP) revisited. Geoderma, 237–238, 71–77.
Liu X Y, He P, Jin J Y, Zhou W, Sulewski G, Phillips S. 2011. Yield gaps, indigenous nutrient supply, and nutrient efficiency of wheat in China. Agronomy Journal, 103, 1–12.
Lobell D B, Cassman K G, Field C B. 2009. Crop yield gaps: Their importance, magnitudes, and causes. Annual Review of Environment and Resources, 34, 179–204.
Lu D J, Lu F F, Pan J X, Cui Z L, Zou, C Q, Chen X P, He M R, Wang Z L. 2015. The effects of cultivar and nitrogen management on wheat yield and nitrogen use ef?ciency in the North China Plain. Field Crops Research, 171, 157–164.
Ma J C, He P, Xu X P, He W T, Yang F Q, Chen F, Li S T, Tu S H, Jin J Y, Johnston A M, Zhou W. 2016. Temporal and spatial changes in soil available phosphorus in China (1990–2012). Field Crops Research, 192, 13–20.
Mueller N D, Gerber J S, Johnston M, Ray D K, Ramankutty N, Foley J A. 2012. Closing yield gaps through nutrient and water management. Nature, 490, 254–257.
Neumann K, Verburg P H, Stehfest E, Müller C. 2010. The yield gap of global grain production: A spatial analysis. Agricultural Systems, 103, 316–326.
Pampolino M F, Witt C, Pasuquin J M, Johnston A, Fisher M J. 2012. Development approach and evaluation of the nutrient expert software for nutrient management in cereal crops. Computers and Electronics in Agriculture, 88, 103–110.
Pan D, Kong F B, Zhang N, Ying R Y. 2017. Knowledge training and the change of fertilizer use intensity: Evidence from wheat farmers in China. Journal of Environmental Management, 197, 130–139.
Robertson K J, Lyle G, Bowden J W. 2008. Within-field variability of wheat yield and economic implications for spatially variable nutrient management. Field Crops Research, 105, 211–220.
Sapkota T B, Majumdar K, Jat M L, Kumar A, Bishnoi D K, McDonald A J, Pampolino M. 2014. Precision nutrient management in conservation agriculture based wheat production of Northwest India: Pro?tability, nutrient use ef?ciency and environmental footprint. Field Crops Research, 155, 233–244.
Shi Y, Yu Z W, Man J G, Ma S Y, Gao Z Q, Zhang Y L. 2016. Tillage practices affect dry matter accumulation and grain yield in winter wheat in the North China Plain. Soil & Tillage Research, 160, 73–81.
Varinderpal-Singh, Bigay-singh, Yadvinder-singh, Thind H S, Gobinder-singh, Satwinderjit-kaur, Kumar A, Vashistha M. 2012. Establishment of threshold leaf colour greenness for need-based fertilizer nitrogen management in irrigated wheat (Triticum aestivum L.) using leaf colour chart. Field Crops Research, 130, 109–119.
Vasu D, Singh S K, Sahu N, Tiwary P, Chandran P, Duraisami V P, Ramamurthy V, Lalitha M, Kalaiselvi B. 2017. Assessment of spatial variability of soil properties using geospatial techniques for farm level nutrient management. Soil & Tillage Research, 169, 25–34.
Wang H Y, Zhang Y T, Chen A Q, Liu H B, Zhai L M, Lei B K, Rem T Z. 2017. An optimal regional nitrogen application threshold for wheat in the North China Plain considering yield and environmental effects. Field Crops Research, 207, 52–61.
Wang X B, Wu H J, Dai K, Zhang D C, Feng Z H, Zhao Q S, Wu X P, Jin K, Cai D X, Oenema O, Hoogmoed W B. 2012. Tillage and crop residue effects on rainfed wheat and maize production in northern China. Field Crops Research, 132, 106–116.
Wang Z H, Miao Y F, Li S X. 2015. Effect of ammonium and nitrate nitrogen fertilizers on wheat yield in relation to accumulated nitrate at different depths of soil in drylands of China. Field Crops Research, 183, 211–224.
Xu X P, He P, Pampolino M F, Johnston A M, Qiu S J, Zhao S C, Chuan L M, Zhou W. 2014a. Fertilizer recommendation for maize in China based on yield response and agronomic efficiency. Field Crops Research, 157, 27–34.
Xu X P, He P, Qiu S J, Pampolino M F, Zhao S C, Johnston A M, Zhou W. 2014b. Estimating a new approach of fertilizer recommendation across small-holder farms in China. Field Crops Research, 163, 10–17.
Xu X P, He P, Yang F Q, Ma J C, Pampolino M F, Johnston A M, Zhou W. 2017. Methodology of fertilizer recommendation based on yield response and agronomic efficiency for rice in China. Field Crops Research, 206, 33–42.
Xu X P, Liu X Y, He P, Johnston A M, Zhao S C, Qiu S J, Zhou W. 2015. Yield gap, indigenous nutrient supply and nutrient use efficiency for maize in China. PLoS ONE, 10, e0140767.
Yang J, Xiong W, Yang X G, Cao Y, Feng L Z. 2014. Geographic variation of rice yield response to past climate change in China. Journal of Integrative Agriculture, 13, 1586–1598.
Yang X L, Lu Y L, Ding Y, Yin X F, Raza S, Tong Y A. 2017. Optimising nitrogen fertilisation: A key to improving nitrogen-use ef?ciency and minimising nitrate leaching losses in an intensive wheat/maize rotation (2008–2014). Field Crops Research, 206, 1–10.
Ying H, Ye Y L, Cui Z L. 2017. Managing nitrogen for sustainable wheat production. Journal of Cleaner Production, 162, 1308–1316.
Zhang H, Tao F L, Zhou G S. 2019. Potential yields, yield gaps, and optimal agronomic management practices for rice production systems in different regions of China. Agricultural Systems, 171, 100–112.
Zhang J J, He P, Xu X P, Ding W C, Ullah S, Wang Y L, Jia L L, Cui R Z, Wang H T, Zhou W. 2018. Nutrient expert improves nitrogen efficiency and environmental benefits for winter wheat in China. Agronomy Journal, 110, 1–11.
Zhang S Y, Zhang X H, Qiu X L, Tang L, Zhu Y, Cao W X, Liu L L. 2017. Quantifying the spatial variation in the potential productivity and yield gap of winter wheat in China. Journal of Integrative Agriculture, 16, 845–857.
Zhang W F, Cao G X, Li X L, Zhang H Y, Wang C, Liu Q Q, Chen X P, Cui Z L, Shen J B, Jiang R F, Mi G H, Miao Y X, Zhang F S, Dou Z X. 2016. Closing yield gaps in China by empowering smallholder farmers. Nature, 537, 671–674.
Zhao S C,  Lü J L, Xu X P, Lin X M, Rosso L M, Qiu S J, Ciampitti I,  He P. 2021. Peanut yield, nutrient uptake and requirement in different regions of China. Journal of Integrative Agriculture, 20, 2502–2511.
 
[1] Tiantian Chen, Lei Li, Dan Liu, Yubing Tian, Lingli Li, Jianqi Zeng, Awais Rasheed, Shuanghe Cao, Xianchun Xia, Zhonghu He, Jindong Liu, Yong Zhang. Genome wide linkage mapping for black point resistance in a recombinant inbred line population of Zhongmai 578 and Jimai 22[J]. >Journal of Integrative Agriculture, 2025, 24(9): 3311-3321.
[2] Dili Lai, Md. Nurul Huda, Yawen Xiao, Tanzim Jahan, Wei Li, Yuqi He, Kaixuan Zhang, Jianping Cheng, Jingjun Ruan, Meiliang Zhou. Evolutionary and expression analysis of sugar transporters from Tartary buckwheat revealed the potential function of FtERD23 in drought stress[J]. >Journal of Integrative Agriculture, 2025, 24(9): 3334-3350.
[3] Zimeng Liang, Juan Li, Jingyi Feng, Zhiyuan Li, Vinay Nangia, Fei Mo, Yang Liu. Brassinosteroids improve the redox state of wheat florets under low-nitrogen stress and alleviate degeneration[J]. >Journal of Integrative Agriculture, 2025, 24(8): 2920-2939.
[4] Qing Li, Zhuangzhuang Sun, Zihan Jing, Xiao Wang, Chuan Zhong, Wenliang Wan, Maguje Masa Malko, Linfeng Xu, Zhaofeng Li, Qin Zhou, Jian Cai, Yingxin Zhong, Mei Huang, Dong Jiang. Time-course transcriptomic information reveals the mechanisms of improved drought tolerance by drought priming in wheat[J]. >Journal of Integrative Agriculture, 2025, 24(8): 2902-2919.
[5] Liulong Li, Zhiqiang Mao, Pei Wang, Jian Cai, Qin Zhou, Yingxin Zhong, Dong Jiang, Xiao Wang. Drought priming enhances wheat grain starch and protein quality under drought stress during grain filling[J]. >Journal of Integrative Agriculture, 2025, 24(8): 2888-2901.
[6] Xinhu Guo, Jinpeng Chu, Yifan Hua, Yuanjie Dong, Feina Zheng, Mingrong He, Xinglong Dai. Long-term integrated agronomic optimization maximizes soil quality and synergistically improves wheat yield and nitrogen use efficiency[J]. >Journal of Integrative Agriculture, 2025, 24(8): 2940-2953.
[7] Jinpeng Li, Siqi Wang, Zhongwei Li, Kaiyi Xing, Xuefeng Tao, Zhimin Wang, Yinghua Zhang, Chunsheng Yao, Jincai Li. Effects of micro-sprinkler irrigation and topsoil compaction on winter wheat grain yield and water use efficiency in the Huaibei Plain, China[J]. >Journal of Integrative Agriculture, 2025, 24(8): 2974-2988.
[8] Baohua Liu, Ganqiong Li, Yongen Zhang, Ling Zhang, Dianjun Lu, Peng Yan, Shanchao Yue, Gerrit Hoogenboom, Qingfeng Meng, Xinping Chen. Optimizing management strategies to enhance wheat productivity in the North China Plain under climate change[J]. >Journal of Integrative Agriculture, 2025, 24(8): 2989-3003.
[9] Ziqiang Che, Shuting Bie, Rongrong Wang, Yilin Ma, Yaoyuan Zhang, Fangfang He, Guiying Jiang. Mild deficit irrigation delays flag leaf senescence and increases yield in drip-irrigated spring wheat by regulating endogenous hormones[J]. >Journal of Integrative Agriculture, 2025, 24(8): 2954-2973.
[10] Xianhong Zhang, Zhiling Wang, Danmei Gao, Yaping Duan, Xin Li, Xingang Zhou. Wheat cover crop accelerates the decomposition of cucumber root litter by altering the soil microbial community[J]. >Journal of Integrative Agriculture, 2025, 24(7): 2857-2868.
[11] Zhongwei Tian, Yanyu Yin, Bowen Li, Kaitai Zhong, Xiaoxue Liu, Dong Jiang, Weixing Cao, Tingbo Dai. Optimizing planting density and nitrogen application to mitigate yield loss and improve grain quality of late-sown wheat under rice–wheat rotation[J]. >Journal of Integrative Agriculture, 2025, 24(7): 2558-2574.
[12] Wei Liu, Xueling Huang, Meng Ju, Mudi Sun, Zhimin Du, Zhensheng Kang, Jie Zhao. Molecular evidence of the west-to-east dispersal of Puccinia striiformis f. sp. tritici in central Shaanxi and the migration of the inoculum from Gansu[J]. >Journal of Integrative Agriculture, 2025, 24(6): 2251-2265.
[13] Abdoul Kader Mounkaila Hamani, Sunusi Amin Abubakar, Yuanyuan Fu, Djifa Fidele Kpalari, Guangshuai Wang, Aiwang Duan, Yang Gao, Xiaotang Ju. The coupled effects of various irrigation schedules and split nitrogen fertilization modes on post-anthesis grain weight variation, yield, and grain quality of drip-irrigated winter wheat (Triticum aestivum L.) in the North China Plain[J]. >Journal of Integrative Agriculture, 2025, 24(6): 2123-2137.
[14] Tao Liu, Jianliang Wang, Jiayi Wang, Yuanyuan Zhao, Hui Wang, Weijun Zhang, Zhaosheng Yao, Shengping Liu, Xiaochun Zhong, Chengming Sun. Research on the estimation of wheat AGB at the entire growth stage based on improved convolutional features[J]. >Journal of Integrative Agriculture, 2025, 24(4): 1403-1423.
[15] Yonghui Fan, Yue Zhang, Yu Tang, Biao Xie, Wei He, Guoji Cui, Jinhao Yang, Wenjing Zhang, Shangyu Ma, Chuanxi Ma, Haipeng Zhang, Zhenglai Huang.
Response of wheat to winter night warming based on physiological and transcriptome analyses
[J]. >Journal of Integrative Agriculture, 2025, 24(3): 1044-1064.
No Suggested Reading articles found!