Corn straw return; Corn production; Meta-analysis; Northeast China (NEC); National food security
Abstract :
[en] Northeast China (NEC) is the corn granary of China, with average 38% of corn sowing area, 41% of corn production and over 80% corn commodity rate, which makes a great contribution to China's food security. Straw return is the primary way for disposal after harvesting. However, it is controversial in the effect of corn straw return on corn yield, the optimal amount of corn straw return is still unclear. Furthermore, NEC farmers are unwilling to adopt, so these issues require comprehensive regional evaluation. To begin with, this paper studied effects of corn straw return on corn yield increase with meta-analysis. The results illustrated that corn straw return has positive effect on corn yield increase. Secondly, in order to find optimal proportions, n-fold cross-validation method was implemented, and an inventory of corn straw return on corn yield in NEC was compiled. The optimal scheme of corn straw return is 48% of corn straw could bring 5.83% corn yield increase. Finally, results from system dynamics with Monte Carlo (MC) simulation revealed that such production increase potential (around 6.1 million tons of corn) was being blocked by the unaffordable cost for farmers under ordinary scenario. Interestingly, this paper contrived an extreme scenario that corn straw return could be profitable. The flexible adjustment of subsidy could become the motivation for measurement adaptation. This paper concludes that, corn straw return is a sustainable safeguard that can promote corn production in NEC, thus to China's food security in the long run.
Disciplines :
Physical, chemical, mathematical & earth Sciences: Multidisciplinary, general & others
Author, co-author :
Wang, Shu; nstitute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
Huang, Xianlei; nstitute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
Zhang, Yang; nstitute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
Yin, Changbin; nstitute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences, Beijing 100081, China
Richel, Aurore ; Université de Liège - ULiège > Département GxABT > SMARTECH
Language :
English
Title :
The effect of corn straw return on corn production in Northeast China: An integrated regional evaluation with meta-analysis and system dynamics
Bartoli, A., Cavicchioli, D., Kremmydas, D., Rozakis, S., Olper, A., The impact of different energy policy options on feedstock price and land demand for maize silage: the case of biogas in Lombardy. Energy Policy 96 (2016), 351–363.
Begg, C.B., Mazumdar, M., Operating characteristics of a rank correlation test for publication bias. Biometrics 50 (1994), 1088–1101.
Bradford, M.A., Berg, B., Maynard, D.S., Wieder, W.R., Wood, S.A., Understanding the dominant controls on litter decomposition. J. Ecol. 104 (2016), 229–238.
CAAMM (China Association of Agricultural Machinery Manufacturers). China Agricultural Machinery Industry Yearbook 2012-2019. 2012, China Machine Press, Beijing, China.
Cao, J., Pang, B., Mo, X., Xu, F., A new model that using transfer stations for straw collection and transportation in the rural areas of China: a case of Jinghai, Tianjin. Renew. Energy 99 (2016), 911–918.
Cao, M., Prince, S.D., Li, K., Tao, B., Small, J., Shao, X., Response of terrestrial carbon uptake to climate interannual variability in China. Glob. Change Biol. 9 (2003), 536–546.
Cao, Y., Zhang, H., Liu, K., Lv, J., Decomposition characteristics of crop residues among different agricultural treatments. Trans. China Soc. Agric. Mach. 47 (2019), 212–219 (In Chinese).
Chen, Y., Camps-Arbestain, M., Shen, Q., Singh, B., Cayuela, M.L., The long-term role of organic amendments in building soil nutrient fertility: a meta-analysis and review. Nutr. Cycl. Agroecosyst. 111 (2018), 103–125.
China News, 2020. Fifty officials in Heilongjiang were held accountable for violations of rules, discipline, and dereliction of duty in straw burning. http://news.ifeng.com/c/7vlymai6yGW (Accessed 9 November 2020).
Cngold, Daily diesel price. https://www.cngold.org/chaiy/ (Accessed 19 November 2020).
CNSSO (China National Soil Survey Office). Soil Survey Technique in China. 1992, China Agriculture Press, Beijing (in Chinese).
Cui, X., Li, A., Wang, G., Wang, D., Research on machinery cost of grain production in China: based on a nationwide questionnaire survey. J. Agric. Mech. Res. 27 (2011), 15–18 (In Chinese).
Cui, Y., Meng, J., Wang, Q., Zhang, W., Cheng, X., Chen, W., Effects of straw and biochar addition on soil nitrogen, carbon, and super rice yield in cold waterlogged paddy soils of North China. J. Integr. Agric. 16 (2017), 1064–1074.
Cumpston, M., Li, T., Page, M.J., Chandler, J., Thomas, J., Updated guidance for trusted systematic reviews: a new edition of the Cochrane handbook for systematic reviews of interventions. Cochrane Database Syst. Rev., 10, 2019, 140180.
Curtis, P.S., Wang, X., A meta-analysis of elevated CO2 effects on woody plant mass, form, and physiology. Oecologia 113 (1998), 299–313.
Digital Paper, 2020. "Haze" locks the ice city, who is the culprit? Monitoring shows that straw burning accounts for nearly 40%. http://hl.cma.gov.cn/xwzx/qxyw/202004/t20200419_1579798.html (Accessed 19 November 2020).
DOAJ (Department of Agricultural and Rural Affairs, Jilin), 2018. Opinions on accelerating the promotion of straw covering and returning to the field conservation tillage technology to promote cultivated land quality cultivation ecological farming benefit "green growth". http://agri.jl.gov.cn/zwgk/tzgg/201809/t20180927_5111234.html (Accessed 19 November 2020).
DOFIM (Department of Finance, Inner Mongolia), 2018. Notice on issuing the implementation plan of the Inner Mongolia cultivated land protection subsidy project in 2020. http://www.nmg.gov.cn/art/2020/4/3/art_1566_311747.html (Accessed 19 November 2020).
Dou, X., Li, F., Cheng, X., Zhu, P., Soil organic carbon and nitrogen dynamics induced by continuous maize cropping compared to maize–soya bean rotation. Eur. J. Soil Sci. 69 (2018), 535–544.
Du, P., Chen, B., Han, Z., Hu, S., Research on machinery cost of key operational aspects: based on a Shanxi questionnaire survey. J. Agric. Mech. Res. 28 (2012), 24–29 (In Chinese).
Duggan, J., System Dynamics Modeling With R. 2016, Springer International Publishing.
Fan, J., Gephart, J., Marker, T., Stover, D., Updike, B., Shonnard, D.R., Carbon footprint analysis of gasoline and diesel from forest residues and corn stover using integrated hydropyrolysis and hydroconversion. ACS Sustain. Chem. Eng. 4 (2016), 284–290.
FAOSTAT, Faostat statistical database. http://www.fao.org/faostat/en/data (Accessed 19 November 2020).
Fensterseifer, C.A., Streck, N.A., Baigorria, G.A., Timilsina, A.P., Zanon, A.J., Cera, J.C., Rocha, T.S., On the number of experiments required to calibrate a cultivar in a crop model: the case of CROPGRO-soybean. Field Crop. Res. 204 (2017), 146–152.
GOHG (General office of Heilongjiang Government), 2019. Notice of the general office of the people's government of Heilongjiang province on issuing the 2019 implementation plan for comprehensive utilization of straw in Heilongjiang province. http://zwgk.hlj.gov.cn/zwgk/publicInfo/detail?id=384939 (Accessed 19 November 2020).
Goldsmith, P.D., Martins, A.G., de Moura, A.D., The economics of post-harvest loss: a case study of the new large soybean - maize producers in tropical Brazil. Food Secur. 7 (2015), 875–888.
Green, T.R., Kipka, H., David, O., McMaster, G.S., Where is the USA Corn Belt, and how is it changing?. Sci. Total Environ. 618 (2018), 1613–1618.
HAAS (Heilongjiang Academy of Agricultural Sciences). Microbial Fertilizer Promotes Straw Returning to Field and Increases Income., 2016, Heilongjiang Daily News http://www.haas.cn/newsview.aspx?id=9764 Accessed 19 November 2020.
Hallmark, S.L., Souleyrette, R., Lamptey, S., Use of n-fold cross-validation to evaluate three methods to calculate heavy truck annual average daily traffic and vehicle miles traveled. J. Air Waste Manage. Assoc. 57 (2007), 4–13.
Han, X., Xu, C., Dungait, J.A.J., Bol, R., Wang, X., Wu, W., Meng, F., Straw incorporation increases crop yield and soil organic carbon sequestration but varies under different natural conditions and farming practices in China: a system analysis. Biogeosciences 15 (2018), 1933–1946.
Harris, Z., Spake, R., Taylor, G., Land use change to bioenergy: a meta-analysis of soil carbon and GHG emissions. Biomass Bioenergy 82 (2015), 27–39.
Hashemi, M., Zadeh, H.M., Arasteh, P.D., Zarghami, M., Economic and environmental impacts of cropping pattern elements using systems dynamics. Civil Eng. J. 5 (2019), 1020–1032.
Hedges, L.V., Gurevitch, J., Curtis, P.S., The meta-analysis of response ratios in experimental ecology. Ecology 80 (1999), 1150–1156.
Higgins, J.P.T., Thompson, S.G., Quantifying heterogeneity in a meta-analysis. Stat. Med. 21 (2002), 1539–1558.
Higgins, J., Green, S., Cochrane Handbook for Systematic Reviews of Interventions. 2011, John Wiley Sons.
Hong, J., Ren, L., Hong, J., Xu, C., Environmental impact assessment of corn straw utilization in China. J. Clean Prod. 112 (2016), 1700–1708.
Huang, M., Zhou, X., Cao, F., Xia, B., Zou, Y., No-tillage effect on rice yield in China: a meta-analysis. Field Crop. Res. 183 (2015), 126–137.
Huang, S., Zeng, Y., Wu, J., Shi, Q., Pan, X., Effect of crop residue retention on rice yield in China: a meta-analysis. Field Crop. Res. 154 (2013), 188–194.
Huang, X., Cheng, L., Chien, H., Jiang, H., Yang, X., Yin, C., Sustainability of returning wheat straw to field in Hebei, Shandong and Jiangsu provinces: a contingent valuation method. J. Clean Prod. 213 (2019), 1290–1298.
Huang, Y., Ren, W., Wang, L., Hui, D., Grove, J.H., Yang, X., Tao, B., Goff, B., Greenhouse gas emissions and crop yield in no-tillage systems: a meta-analysis. Agric. Ecosyst. Environ. 268 (2018), 144–153.
Jiang, C., Yu, W., Maize production and field CO2 emission under different straw return rates in Northeast China. Plant Soil Environ. 65 (2019), 198–204.
Johansson, S., Belfrage, K., Olsson, M., Impact on food productivity by fossil fuel independence -a case study of a Swedish small-scale integrated organic farm. Acta Agric. Scand. Sect. B Soil Plant Sci. 63 (2013), 123–135.
Kong, X., Jilin Province Makes Great Contribution for National Food Security., 2020, Jilin Daily http://jlrbszb.cnjiwang.com/pc/paper/c/202007/31/content_107164.html Accessed 19 November 2020.
Lal, R., Soils and food sufficiency: a review. Agron. Sustain. Dev. 29 (2009), 25–39.
Li, Z., Sun, Z., Optimized single irrigation can achieve high corn yield and water use efficiency in the corn belt of Northeast China. Eur. J. Agron. 75 (2016), 12–24.
Li, B., Zhang, X., Chu, J., The economical and technological analysis of straw cogeneration in Northeast China. Adv. Mater. Res. 608 (2013), 458–463.
Li, H., Dai, M., Dai, S., Dong, X., Current status and environment impact of direct straw return in China's cropland – a review. Ecotox. Environ. Saf. 159 (2018), 293–300.
Li, Q., Hu, S., Chen, D., Zhu, B., System analysis of grain straw for centralised industrial usages in China. Biomass Bioenergy 47 (2012), 277–288.
Li, S., Li, Y., Huang, X., Hu, F., Liu, X., Li, H., Phosphate fertilizer enhancing soil erosion: effects and mechanisms in a variably charged soil. J. Soils Sedim. 18 (2018), 863–873.
Liang, Q., Sun, M., Wang, F., Ma, Y., Lin, L., Li, T., Duan, J., Sun, Z., Short-term PM2.5 exposure and circulating von Willebrand factor level: a meta-analysis. Sci. Total Environ., 737, 2020, 140180.
Liberati, A., Altman, D.G., Tetzlaff, J., Mulrow, C., Gøtzsche, P.C., Ioannidis, J.P., Clarke, M., Devereaux, P., Kleijnen, J., Moher, D., The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. J. Clin. Epidemiol. 62 (2009), 1–34.
Linquist, B.A., Liu, L., van Kessel, C., van Groenigen, K.J., Enhanced efficiency nitrogen fertilizers for rice systems: meta-analysis of yield and nitrogen uptake. Field Crop. Res. 154 (2013), 246–254.
Liu, B., Wu, Q., Wang, F., Zhang, B., Is straw return-to-field always beneficial? Evidence from an integrated cost-benefit analysis. Energy 171 (2019), 393–402.
Liu, C., Lu, M., Cui, J., Li, B., Fang, C., Effects of straw carbon input on carbon dynamics in agricultural soils: a meta-analysis. Glob. Change Biol. 20 (2014), 1366–1381.
Losinger, W.C., Feed-conversion ratio of finisher pigs in the USA. Prev. Vet. Med. 36 (1998), 287–305.
Lou, Y., Xu, M., Wang, W., Sun, X., Zhao, K., Return rate of straw residue affects soil organic C sequestration by chemical fertilization. Soil Tillage Res. 113 (2011), 70–73.
Lu, X., Li, Z., Sun, Z., Bu, Q., Straw mulching reduces maize yield, water, and nitrogen use in Northeastern China. Agron. J. 107 (2014), 406–414.
Lu, F., Wang, X., Han, B., Ouyang, Z., Duan, X., Zheng, H., Net mitigation potential of straw return to Chinese cropland: estimation with a full greenhouse gas budget model. Ecol. Appl. 20 (2010), 634–647.
Lu, S., Wang, C., Wang, T., Chang, H., Gao, Y., Liu, S., Effects of corn straw combined with microbial inoculum on soil nutrient and humus composition. Jiangsu J. Agric. Sci. 35 (2019), 834–840 (In Chinese).
Lu, X., Li, Z., Bu, Q., Cheng D., Duan W., Sun Z. Effects of rainfall harvesting and mulching on corn yield and water use in the corn belt of Northeast China. Agron. J. 106 (2014), 2175–2184.
Lu, X., A meta-analysis of the effects of crop residue return on crop yields and water use efficiency. PLoS ONE 15 (2020), 1–18.
Lv, K., Qiu, H., Bai, J., Xu, Z., Development of direct return of corn stalk to soil: current status, driving forces and constraints. China Popul. Resour. Environ. 23 (2013), 171–176 (In Chinese).
Marcillo, G., Miguez, F., Corn yield response to winter cover crops: an updated meta-analysis. J. Soil Water Conserv. 72 (2017), 226–239.
Marin-Gonzalez, O., Parsons, D., Arnes-Prieto, E., Díaz-Ambrona, C.G., Building and evaluation of a dynamic model for assessing impact of smallholder endowments on food security in agricultural systems in highland areas of central America (SASHACA). Agric. Syst. 164 (2018), 152–164.
MLR (Ministry of Land and Resources), China, 2016. Specification of land quality geochemical assessment, geological and mineral industry standards, 0295–2016.
MOA (Ministry of Agriculture and Rural Affairs, China), 2019. Notice on construction of crop straw resource standing book. http://www.moa.gov.cn/nybgb/2019/201902/201905/t20190518_6309472.htm (Accessed 19 November 2020).
MOA (Ministry of Agriculture), 2017. Notice of the Ministry of Agriculture on printing and distributing the "action plan for straw treatment in Northeast China". URL: http://www.moa.gov.cn/nybgb/2017/dlq/201712/t20171231_6133708.htm (Accessed 19 November 2020).
Moher, D., Liberati, A., Tetzlaff, J., Altman, D.G., Group, T.P., Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med. 6 (2009), 1–6.
Morgan, P.B., Ainsworth, E., Long, S.P., How does elevated ozone impact soybean? A meta-analysis of photosynthesis, growth and yield. Plant Cell Environ. 26 (2003), 1317–1328.
NBSC (National Bureau of Statistics of China). China Statistical Yearbook, 2012-2019. 2012, Statistical Publishing House, Beijing, China.
NOAA (National Oceanic and Atmospheric Administration), USA, Global surface summary of the day - GSOD. https://data.noaa.gov/dataset/dataset/global-surface-summary-of-the-day-gsod (Accessed 19 November 2020).
Oldfield, E.E., Bradford, M.A., Wood, S.A., Global meta-analysis of the relationship between soil organic matter and crop yields. Soil 5 (2019), 15–32.
Orwin, R.G., A fail-safe N for effect size in meta-analysis. J. Educ. Stat. 8 (1983), 157–159.
Palmieri, N., Forleo, M., Giannoccaro, G., Suardi, A., Environmental impact of cereal straw management: an on-farm assessment. J. Clean Prod. 142 (2017), 2950–2964.
PDNDRC (Price Division of National Development and Reform Commission), China. China Agricultural Production Costs and Returns Compilation, 2012-2019. 2012, Statistical Publishing House, Beijing, China.
PGOH (Provincial General Office Heilongjiang), 2018. Notice of the general office of the people's government of Heilongjiang province on issuing the three-year action plan for comprehensive utilization of straw in Harbin, Suihua, and Zhaozhou. http://zwgk.hlj.gov.cn/zwgk/publicInfo/detail?id=374536 (Accessed 19 November 2020).
PRDJG (Press release division, Jilin Government), 2019. Press conference of "three-year action plan for comprehensive utilization of straw in Jilin Province (2019-2021)". http://www.jlio.gov.cn/index.php/xwfb/szfxwfbh/16198-2019-2021.html (Accessed 19 November 2020).
Rosenberg, M.S., The file-drawer problem revisited: a general weighted method for calculating fail-safe numbers in meta-analysis. Evol. N.Y. 59 (2005), 464–468.
Rosenthal, R., The file drawer problem and tolerance for null results. Psychol. Bull. 86 (1979), 638–641.
Rusinamhodzi, L., Corbeels, M., Giller, K.E., Diversity in crop residue management across an intensification gradient in Southern Africa: system dynamics and crop productivity. Field Crop. Res. 185 (2016), 79–88.
Rusinamhodzi, L., Corbeels, M., van Wijk, M.T., Rufino, M.C., Nyamangara, J., Giller, K.E., A meta-analysis of long-term effects of conservation agriculture on maize grain yield under rain-fed conditions. Agron. Sustain. Dev. 31 (2011), 657–673.
Sahajpal, R., Zhang, X., Izaurralde, R.C., Gelfand, I., Hurtt, G.C., Identifying representative crop rotation patterns and grassland loss in the US Western Corn Belt. Comput. Electron. Agric. 108 (2014), 173–182.
Schmidt, J.E., Gaudin, A.C., What is the agronomic potential of biofertilizers for maize? A meta-analysis. FEMS Microbiol. Ecol., 94, 2018, fiy094.
Shi, J., Song, G., Soil type database of China: a nationwide soil dataset based on the second national soil survey. China Sci. Data 1 (2016), 1–14.
Singh, S.K., Houx, J.H. III, Maw, J.W.M., Fritschi, F.B., Assessment of growth, leaf N concentration and chlorophyll content of sweet sorghum using canopy reflectance. Field Crop. Res. 209 (2017), 47–57.
Sopegno, A., Calvo, A., Berruto, R., Busato, P., Bocthis, D., A web mobile application for agricultural machinery cost analysis. Comput. Electron. Agric. 130 (2016), 158–168.
Ssegane, H., Zumpf, C., Negri, M.C., Campbell, P., Heavey, J.P., Volk, T.A., The economics of growing shrub willow as a bioenergy buffer on agricultural fields: a case study in the Midwest Corn Belt. Biofuels Bioprod. Biorefin. 10 (2016), 776–787.
Sun, J., Peng, H., Chen, J., Wang, X., Wei, M., Li, W., Yang, L., Zhang, Q., Wang, W., Mellouki, A., An estimation of CO2 emission via agricultural crop residue open field burning in China from 1996 to 2013. J. Clean Prod. 112 (2016), 2625–2631.
Sun, Y., Cai, W., Chen, B., Guo, X., Hu, J., Jiao, Y., Economic analysis of fuel collection, storage, and transportation in straw power generation in China. Energy 132 (2017), 194–203.
Suryani, E., Dewi, L.P., Junaedi, L., Hendrawan, R.A., A model to improve corn productivity and production. J. Model. Manag. 14 (2019), 589–621.
Tan, Z.X., Lal, R., Wiebe, K.D., Global soil nutrient depletion and yield reduction. J. Sustain. Agric. 26 (2005), 123–146.
Torres, J.L.R.T., Pereira, M.G., Junior, D.J.R., Loss, A., Production, decomposition of residues and yield of maize and soybeans grown on cover crops. Rev. Cienc. Agron. 46 (2015), 451–459.
Trivedi, P., Malina, R., Barrett, S.R.H., Environmental and economic tradeoffs of using corn stover for liquid fuels and power production. Energy Environ. Sci. 8 (2015), 1428–1437.
United Nation, Sustainable development goal 2 “Zero Hunger”. https://www.un.org/sustainabledevelopment/hunger/ (Accessed 22 December 2020).
USDA Natural Resources Conservation Service, Soil quality information sheet, soil quality indicators: pH. https://www.nrcs.usda.gov/Internet/FSE_DOCUMENTS/nrcs142p2_052208.pdf (Accessed 4 November 2020).
Vaghefi, N., Shamsudin, M.N., Radam, A., Rahim, K.A., Impact of climate change on food security in Malaysia: economic and policy adjustments for rice industry. J. Integr. Environ. Sci. 13 (2016), 19–35.
Valkama, E., Salo, T., Esala, M., Turtola, E., Nitrogen balances and yields of spring cereals as affected by nitrogen fertilization in northern conditions: a meta-analysis. Agric. Ecosyst. Environ. 164 (2013), 1–13.
Viechtbauer, W., Conducting meta-analyses in R with the metafor package. J. Stat. Softw. 36 (2010), 1–48.
Walter, A., Silk, W.K., Schurr, U., Effect of soil pH on growth and cation deposition in the root tip of zea mays L. J. Plant Growth Regul. 19 (2000), 65–76.
Walters, J.P., Archer, D.W., Sassenrath, G.F., Hendrickson, J.R., Hanson, J.D., Halloran, J.M., Vadas, P., Alarcon, V.J., Exploring agricultural production systems and their fundamental components with system dynamics modelling. Ecol. Model. 333 (2016), 51–65.
Wang, H., Jing, D., Zhou, R., Fu, J., Effects of maize straw returning amounts on soil characteristics, straw decomposition and corn sheath blight. J. Maize Sci., 26(160–164), 2018, 169 (In Chinese).
Wang, L., Seki, K., Miyazaki, T., Ishihama, Y., The causes of soil alkalinization in the Songnen plain of Northeast China. Paddy Water Environ. 7 (2009), 259–270.
Wang, L., Yu, M., Zhang, W., Dong, Y., Chu, X., Analysis on the application of corn stalk returning technology model in Northeast China. Agric. Mach. Technol. Ext. 19 (2019), 55–58 (In Chinese).
Wang, M., Suggestions to solve the problem of returning straw from Mudanjiang. Agric. Mach. Technol. Ext. 19 (2019), 34–36 (In Chinese).
Wang, X., He, C., Liu, B., Zhao, X., Liu, Y., Wang, Q., Zhang, H., Effects of residue returning on soil organic carbon storage and sequestration rate in China's croplands: a meta-analysis. Agron. Basel, 10, 2015, 691.
Wang, X., Sun, B., Mao, J., Sui, Y., Cao, X., Structural convergence of maize and wheat straw during two-year decomposition under different climate conditions. Environ. Sci. Technol. 46 (2012), 7159–7165.
Wang, Z., Liu, B., Wang, X., Gao, X., Liu, G., Erosion effect on the productivity of black soil in Northeast China. Sci. China Ser. D Earth Sci. 57 (2009), 1005–1021.
Wang, Z., Zhao, J., Xu, J., Jia, M., Li, H., Wang, S., Influence of straw burning on urban air pollutant concentrations in Northeast China. Int. J. Environ. Res. Public Health, 16, 2019, 1379.
Waqas, M.A., Li, Y., Smith, Wang, P., X., Ashraf, M.N., Noor, M.A., Amou, M., Shi, S., Zhu, Y., Li, J., Wan, Y., Qin, X., Gao, Q., Liu, S., The influence of nutrient management on soil organic carbon storage, crop production, and yield stability varies under different climates. J. Clean Prod., 268, 2020, 121922.
Wei, S., The Research of the Corn Farmers' Cognition Degree on Mechanization Conservation Tillage in the Central Area of Jilin Province. 2016, Jilin University Master dissertation.
Wen, D., Liang, W., Soil fertility quality and agricultural sustainable development in the black soil region of Northeast China. Environ. Dev. Sustain. 3 (2001), 31–41.
Wittig, V.E., Ainsworth, E.A., Long, S.P., To what extent do current and projected increases in surface ozone affect photosynthesis and stomatal conductance of trees? A meta-analytic review of the last 3 decades of experiments. Plant Cell Environ 30 (2007), 1150–1162.
Xinhua Net, 2019. China set to meet hot demand for winter heating energy. http://www.xinhuanet.com/english/2019-11/12/c_138548789.htm (Accessed 19 November 2020).
Yan, Q., Wan, Y., Yuan, J., Yin, J., Balezentis, T., Streimikiene, D., Economic and technical efficiency of the biomass industry in China: a network data envelopment analysis model involving externalities. Energies, 10, 2017, 1418.
Yang, J., Xia, X., Liu, J., Wang, J., Hu, Y., Molecular mechanisms of chromium(iii) immobilization by organo–ferrihydrite co-precipitates: the significant roles of ferrihydrite and carboxyl. Environ. Sci. Technol. 54 (2020), 4820–4828.
Yin, X., Olesen, J.E., Wang, M., Kersebaum, K.-.C., Chen, H., Baby, S., Oztürk, I., Chen, F., Adapting maize production to drought in the Northeast farming region of China. Eur. J. Agron. 77 (2016), 47–58.
Yin, W., Guo, Y., Hu, F., Fan, Z., Feng, F., Zhao, C., Yu, A., Chai, Q., Wheat-maize intercropping with reduced tillage and straw retention can enhance economic and environmental benefits in arid areas. Front. Plant Sci., 9, 2018, 1328.
Yu, L., Zhao, X., Gao, X., Siddique, K.H., Improving/maintaining water-use efficiency and yield of wheat by deficit irrigation: a global meta-analysis. Agric. Water Manag., 228, 2020, 105906.
Yu, Y., Turner, N.C., Gong, Y., Li, F., Fang, C., Ge, L., Ye, J., Benefits and limitations to straw- and plastic-film mulch on maize yield and water use efficiency: a meta-analysis across hydrothermal gradients. Eur. J. Agron. 99 (2018), 138–147.
Zeng, Y., Zhou, Q., Lv, W., Tan, X., Pan, X., Shi, Q., Effects of soil acidification on the yield of double season rice. Acta Agron. Sin. 40 (2014), 899–907 (In Chinese).
Zhang, G., Lu, F., Zhao, H., Yang, G., Ouyang, X.W.Z., Residue usage and farmers' recognition and attitude toward residue retention in China's croplands. J. Agro Environ. Sci. 36 (2017), 981–988 (In Chinese).
Zhang, J., Iwaasa, A.D., Han, G., Gu, C., Wang, H., Jefferson, P.G., Kusler, J., Utilizing a multi-index decision analysis method to overall assess forage yield and quality of c3 grasses in the western Canadian prairies. Field Crop. Res. 222 (2018), 12–25.
Zhang, W., Dai, Z., Ren, T., Zhou, X., Wang, Z., Li, X., Cong, R., Effects of nitrogen fertilization managements with residues incorporation on crops yield and nutrients uptake under different paddy-upland rotation systems. Sci. Agric. Sin. 49 (2016), 1254–1266 (In Chinese).
Zhang, W., Liang, Z., He, X., Wang, X., Shi, X., Zou, C., Chen, X., The effects of controlled release urea on maize productivity and reactive nitrogen losses: a meta-analysis. Environ. Pollut. 246 (2019), 559–565.
Zhang, X., Discussion on the model of returning corn stalks to the field in the Northeast Plain. Agric. Dev. Equip., 23, 2017, 53 (In Chinese).
Zhang, X., Ma, F., Emergy evaluation of different straw reuse technologies in Northeast China. Sustainability 7 (2015), 11360–11377.
Zhang, X., Wang, C., Li, E., Xu, C., Assessment model of ecoenvironmental vulnerability based on improved entropy weight method. Sci. World J. 2014 (2014), 1–7.
Zhang, Y., Li, X., Gregorich, E.G., McLaughlin, N.B., Zhang, X., Guo, Y., Liang, A., Fan, R., Sun, B., No-tillage with continuous maize cropping enhances soil aggregation and organic carbon storage in Northeast China. Geoderma 330 (2018), 204–211.
Zhang, Y., Zhao, X., Ren, L., Liang, J., Liu, P., The development of China's biomass power industry under feed-in tariff and renewable portfolio standard: a system dynamics analysis. Energy 139 (2017), 947–961.
Zhao, F., He, X., Shen, Y., Niu, J., Li, J., Li, S., Zhang, J., Analysis of grey correlation between conservation tillage modes and corn yield and soil physiochemical properties. Agric. Res. Arid Areas 29 (2011), 208–218 (In Chinese).
Zhao, J., Yuan, Y., Ren, Y., Wang, H., Environmental assessment of crop residue processing methods in rural areas of Northeast China. Renew. Energy 84 (2015), 22–29.
Zhao, S., He, P., Qiu, S., Ji, L., Liu, M., Jin, J., Johnston, A.M., Long-term effects of potassium fertilization and straw return on soil potassium levels and crop yields in north-central China. Field Crop. Res. 169 (2014), 116–122.
Zheng, D., Chi, F., A comprehensive evaluation on straw return to soil in the sustainable development of agriculture. Heilongjiang Agric. Sci. 34 (2012), 133–138 (In Chinese).
Zheng, H., Ying, H., Yin, Y., Wang, Y., He, G., Bian, Q., Cui, Z., Yang, Q., Irrigation leads to greater maize yield at higher water productivity and lower environmental costs: a global meta-analysis. Agric. Ecosyst. Environ. 273 (2019), 62–69.
Zheng, H., Zheng, J., Luo, Y., Li, R., Li, W., Sun, Y., Liu, W., Qi, H., Effect of different magnitudes of maize straw returned into field on soil nutrients. J. Jilin Agric. Sci. 39 (2014), 38–42 (In Chinese).
Zhu, B., Ma, N., Yu, D., Variation in yield response to straw incorporation in rice-wheat rotation system: meta-analysis. J. Nanjing Agric. Univ. 40 (2017), 376–385 (In Chinese).
Zou, Z., Yun, Y., Sun, J., Entropy method for determination of weight of evaluating indicators in fuzzy synthetic evaluation for water quality assessment. J. Environ. Sci. China 18 (2006), 1020–1023.