Acreche, MM and Slafer, GA (2011) Lodging yield penalties as affected by breeding in Mediterranean wheats. Field Crops Research 122, 40–48.
Berry, PM and Spink, J (2012) Predicting yield losses caused by lodging in wheat. Field Crops Research 137, 19–26.
Berry, PM, Spink, J, Sterling, M, Agarwal, UP and Atalla, RH (2003) Methods for rapidly measuring the lodging resistance of wheat cultivars. Journal of Agronomy and Crop Science 189, 390–401.
Chen, XG, Shi, CY, Yin, YP, Wang, ZL, Shi, YH, Peng, DL, Ni, YL and Cai, T (2011) Relationship between lignin metabolism and lodging resistance in wheat. Acta Agronomica Sinica 37, 1616–1622.
Crook, MJ and Ennos, AR (1994) Stem and root characteristics associated with lodging resistance in four winter wheat cultivars. Journal of Agricultural Science, Cambridge 123, 167–174.
Donald, CM and Hamblin, J (1976) The biological yield and harvest index of cereals as agronomic and plant breeding criteria. Advances in Agronomy 28, 361–405.
Duan, CR, Wang, BC, Wang, PQ, Wang, DH and Cai, SX (2004) Relationship between the minute structure and the lodging resistance of rice stems. Colloids and Surfaces B: Biointerfaces 35, 155–158.
Esechie, HA (1985) Relationship of stalk morphology and chemical composition to lodging resistance in maize (Zea mays L.) in a rainforest zone. The Journal of Agricultural Science, Cambridge 104, 429–433.
Guan, YP and Shen, F (2004) Effect of lodging resistance on yield of rice and its relationship with stalk physical characteristics. Journal of Jilin Agricultural Sciences 29, 6–11.
Jones, L, Ennos, AR and Turner, SR (2001) Cloning and characterization of irregular xylem4 (irx4): a severely lignin-deficient mutant of Arabidopsis. Plant Journal 26, 205–216.
Khan, A (2013) Optimizations of and by Neural Networks (PhD thesis). Dalian University of Technology, Dalian, China.
Kong, EY, Liu, DC, Guo, XL, Yang, WL, Sun, JZ, Li, X, Zhan, KH, Cui, DQ, Lin, JX and Zhang, AM (2013) Anatomical and chemical characteristics associated with lodging resistance in wheat. The Crop Journal 1, 43–49.
Lang, YZ, Yang, XD, Wang, ME and Zhu, QS (2011) Effects of lodging at different filling stages on rice grain yield and quality. Chinese Journal of Rice Science 25, 407–412.
Lek, S and Guégan, JF (1999) Artificial neural networks as a tool in ecological modeling: an introduction. Ecological Modelling, 120, 65–73.
Lin, K, Huang, XH, Wang, LH, Li, RG and Yan, JQ (1996) The change of PAL activity and lignin content during adventitious buds formation of cotyledon in Cucumis melon L. Journal of East China Normal University: Natural Sciences 1996-02, 92–97.
Luo, LH (2005) Mapping Quantitative Traits Loci for the Logging Resistance of Culm in Rice (PhD thesis). Hunan Agricultural University, Changsha, China.
Luo, CM, Tian, CT, Li, XJ and Lin, JX (2007) Relationship between morpho-anatomical traits together with chemical components and lodging resistance of stem in rice (Oryza sativa L.). Acta Botanica Boreali-Occidentalia Sinica 27, 2346–2353.
Ma, QH (2009) The expression of caffeic acid 3-O-methyltransferase in two wheat genotypes differing in lodging resistance. Journal of Experimental Botany 60, 2763–2771.
Ma, J, Li, XD and Meng, Y (2009) Research of urban traffic flow forecasting based on neural network. Acta Electronica Sinica 37, 1092–1094.
Ma, J, Ma, WB, Tian, YH, Yang, JC, Zhou, KD and Zhu, QS (2004) The culm lodging resistance of heavy panicle type of rice. Acta Agronomica Sinica 30, 143–148.
Martin, MJ and Russell, WA (1984) Correlated responses of yield and other agronomic traits to recurrent selection for stalk quality in a maize synthetic. Crop Science 24, 746–750.
National Soil Census Office (1998) China Soil. Beijing, China: China Agricultural Press.
Navabi, A, Iqbal, M, Strenzke, K and Spaner, D (2006) The relationship between lodging and plant height in a diverse wheat population. Canadian Journal of Plant Science 86, 723–726.
Novacek, MJ, Mason, SC, Galusha, TD and Yaseen, M (2013) Twin rows minimally impact irrigated maize yield, morphology, and lodging. Agronomy Journal 105, 268–276.
Pickett, LK, Liljedahl, JB, Haugh, CG and Ullstrup, AJ (1969) Rheological properties of cornstalks subjected to transverse loading. Transactions of the American Society of Agricultural Engineers 12, 392–396.
Pinthus, MJ (1974) Lodging in wheat, barley and oats: the phenomenon, its causes and preventive measures. Advances in Agronomy 25, 209–265.
Strivastava, LM (1966) Histochemical studies on lignin. Tappi 49, 173–183.
Tang, GH (2003) Artificial Neural Networks and Its Applications (PhD thesis), Sichuan University, Chengdu, China.
Tang, RS, Wu, HM, Zhang, JY and Wu, GN (1989) Prevention of rice lodging by multi-effect triazole. Plant Physiology Communication 1989–01, 23–26.
Tang, SH, Chen, JS, Xu, PZ, Zhang, FB, Xie, CS and Yan, ZQ (2004) Preliminary report of the effects of totally basal fertilization to the whole plough layer on enhancing lodging resistance in rice. Guangdong Agricultural Sciences 2004–1, 32–34.
Tian, BM and Yang, GS (2005) The performance of lodging and developing a standard test for lodging resistance in crops. Chinese Agricultural Science Bulletin 21, 111–114.
Tian, BH, Liu, LY, Zhang, LX, Song, SX, Wang, JG, Wu, LF and Li, HJ (2015) Characterization of culm morphology, anatomy and chemical composition of foxtail millet cultivars differing in lodging resistance. Journal of Agricultural Science, Cambridge 153, 1437–1448.
Wan, YZ and Ma, GH (2003) A probe into the dynamic to lodging resistant of super hybrid rice. Journal of Hunan Agricultural University: Natural Sciences 29, 92–94.
Wang, LW and Zhang, L (2008) A review of constructive neural networks. Pattern Recognition and Artificial Intelligence 21, 49–55.
Wang, JM, Guo, JW and Lian, XJ (2005) Comparative study on two improved grey relational analysis. Journal of North China Electric Power University 32, 72–76.
Wang, QH, Wang, JT and Deng, DH (2010) Fault diagnosis of rotary machines based on RBF neural network. Modern Electronics Technique 33, 141–142.
Wang, J, Zhu, JM, Lin, QQ, Li, XJ, Teng, NJ, Li, ZS, Li, B, Zhang, AM and Lin, JX (2006) Effects of stem structure and cell wall components on bending strength in wheat. Chinese Science Bulletin 51, 815–823.
Wang, KH, Wang, P, Zheng, JC and Tao, XZ (2012) Mathematical model of lodging resistance at late stage of wheat growth. Mathematics in Practice and Theory 42, 12–19.
Wang, TJ, Zhang, L, Han, Q, Zheng, FX, Wang, TQ, Feng, NN and Wang, TX (2015 a) Effects of stalk cell wall and tissue on the compressive strength of maize. Plant Science Journal 33, 109–115.
Wang, C, Hu, D, Liu, XB, She, HZ, Ruan, RW, Yang, H, Yi, ZL and Wu, DQ (2015 b) Effects of uniconazole on the lignin metabolism and lodging resistance of culm in common buckwheat (Fagopyrum esculentum M.). Field Crops Research 180, 46–53.
Wei, FZ, Li, JC, Wang, CY, Qu, HJ and Shen, XS (2008) Effects of nitrogenous fertilizer application model on culm lodging resistance in winter wheat. Acta Agronomica Sinica 34, 1080–1085.
Wu, XJ (2000) Possible approaches to improve rice heterosis. Chinese Journal of Rice Science 14, 61–64.
Yagi, T (1983) Studies on breeding for culm stiffness in rice: 1. Varietal differences in culm stiffness and its related traits. Japanese Journal of Breeding 33, 411–422.
Yang, YH, Zhu, Z, Zhang, YD, Zhao, QY, Zhou, LH and Wang, CL (2012) Relationship between anatomic structure of the stem and lodging resistance of rice. Guihaia 32, 834–839.
Yoshida, S (1972) Physiological aspects of grain yield. Annual Review of Plant Physiology 23, 437–464.
Zadoks, JC, Chang, TT and Konzak, CF (1974) A decimal code for the growth stages of cereals. Weed Research 14, 415–421.
Zhang, ZX, Chen, WF, Yang, ZY, Hua, ZT, Gao, RL, Gao, Y and Zhao, YC (1999) Effect of lodging resistance on yield and its relationship with stalk physical characteristics. Journal of Shenyang Agricultural University 30, 81–85.
Zhang, FZ, Jin, ZX, Ma, GH, Wan, YZ, Liu, HY and Xu, ML (2010) Correlation analysis between lodging resistance and morphological characters of physical and chemical components in rice's culms. Crops 2010–4, 15–19.
Zhang, WJ, Wu, LM, Wu, XR, Ding, YF, Li, GH, Li, JY, Wang, F, Liu, ZH, Tang, S, Ding, CQ and Wang, SH (2016) Lodging resistance of japonica rice (Oryza sativa L.): morphological and anatomical traits due to top-dressing nitrogen application rates. Rice 9, 31.