Evaluating the effects of different sowing dates and tillage methods on dry-land wheat grain dry matter accumulation based on the APSIM model

doi:10.13287/j.1001-9332.202103.022

Abstract

Abstract: Accurate simulation of dry matter accumulation in wheat grains can provide important technical support for regulating wheat production in hilly areas of Loess Plateau. Using the APSIM model, we analyzed dryland wheat grain dry matter accumulation and distribution using the meteorological data from 1971 to 2017 in Anding District, and the field test data from 2016 to 2017 in Anjiagou Village, Fengxiang Town, Anding District, Dingxi City, Gansu Province. Furthermore, the influence of sowing date and tillage method on dry matter accumulation of wheat grain was quantitatively analyzed on the basis of model validation. The results showed that the root mean square error (RMSE) between the simulated and measured values of grain dry matter was 57.5-143.1 kg·hm^-2 and the normalized root mean square error (NRMSE) was 1.4%-9.9% under the three sowing dates and four tillage methods, respectively. The precision of the APSIM model was satisfactory. Under different sowing dates, the order for beneficial degree of tillage treatment to dry matter accumulation in wheat grains was no tillage with straw cover > conventional tillage with straw cover > no tillage > conventional tillage. The treatment of no tillage with straw covered was the most favora-ble to dry matter accumulation in wheat grains, with no significant difference between no tillage and conventional tillage treatments. Under different farming methods, early sowing was better than normal sowing and late sowing for the dry matter accumulation process of wheat. Late sowing had stronger impacts on dry matter accumulation, with the least ideal accumulation process.

Key words: wheat, grain, dry matter accumulation, APSIM, crop model, simulation

NIE Zhi-gang, LI Guang, WANG Jun, DONG Li-xia, LUO Cui-ping, MI Rong-juan. Evaluating the effects of different sowing dates and tillage methods on dry-land wheat grain dry matter accumulation based on the APSIM model[J]. Chinese Journal of Applied Ecology, 2021, 32(3): 913-920.

References 33

[1]	高庆荣, 孙兰珍, 刘保申.杂种小麦花后干物质积累转运动态和分配. 作物学报, 2000, 26(2): 163-170 [Gao Q-R, Sun L-Z, Liu B-S. Accumulation, transportation and distribution of dry matter after anthesis in hybrid wheat. Acta Agronomica Sinica, 2000, 26(2): 163-170]
[2]	刘铁梅, 曹卫星, 罗卫红, 等. 小麦物质生产与积累的模拟模型. 麦类作物学报, 2001, 21(3): 26-30 [Liu T-M, Cao W-X, Luo W-H, et al. A simulation model of photosynthetic production and dry matter accumulation in wheat. Journal of Triticeae Crops, 2001, 21(3): 26-30]
[3]	Zheng YF, Yan JY, Wan CJ, et al. Numerical study of wheat photosynthetic production. Journal of Nanjing Institute of Meteorology, 1995, 18: 566-571
[4]	Ritchie JR, Otter S. Description and performance of CERES-Wheat: A user-oriented wheat yield model. ARS Wheat Yield Project, 1985, 38: 159-175
[5]	周青云, 王仰仁, 叶澜涛, 等. 不同水肥处理下冬小麦干物质积累动态及模型研究. 麦类作物学报, 2013, 33(3): 555-560 [Zhou Q-Y, Wang Y-R, Ye L-T, et al. Study on the dynamics and models of dry matter accumulation and distribution in winter wheat under different water and fertilizer treatments. Journal of Triticeae Crops, 2013, 33(3): 555-560]
[6]	赵姣, 郑志芳, 方艳茹, 等. 基于动态模拟模型分析冬小麦干物质积累特征对产量的影响. 作物学报, 2013, 39(2): 300-308 [Zhao J, Zheng Z-F, Fang Y-R, et al. Effect of dry matter accumulation characteristics on yield of winter wheat analyzed by dynamic simulation model. Acta Agronomica Sinica, 2013, 39(2): 300-308]
[7]	刘娟, 熊淑萍, 杨阳, 等. 基于归一化法的小麦干物质积累动态预测模型. 生态学报, 2012, 32(17): 5512-5520 [Liu J, Xiong S-P, Yang Y, et al. A model to predict dry matter accumulation dynamics in wheat based on the normalized method. Acta Ecologica Sinica, 2012, 32(17): 5512-5520]
[8]	Zheng BY, Chenu K, Doherty A, et al. The APSIM-Wheat Module (7.5 R3008) Documentation. Toowoomba: Agricultural Production Systems Research Unit, 2014: 9-17
[9]	罗珠株, 黄高宝, 蔡立群, 等. 不同耕作方式下春小麦生育期土壤酶时空变化研究. 草业学报, 2012, 21(6): 94-101 [Luo Z-Z, Huang G-B, Cai L-Q, et al. Temporal and spatial disparities of soil enzyme activities during the spring wheat growing season under different tillage systems. Acta Prataculturae Sinica, 2012, 21(6): 94-101]
[10]	聂志刚, 李广, 王钧, 等. 基于APSIM模型旱地小麦叶面积指数相关参数的优化. 中国农业科学, 2019, 52(12): 2056-2068 [Nie Z-G, Li G, Wang J, et al. Parameter optimization for the simulation of leaf area index of dryland wheat with the APSIM model. Scientia Agricultura Sinica, 2019, 52(12): 2056-2068]
[11]	聂志刚, 李广, 王钧, 等. 基于APSIM的旱地小麦籽粒蛋白质含量模型精度检验及应用. 中国生态农业学报, 2020, 28(1): 86-95 [Nie Z-G, Li G, Wang J, et al. Simulation model of the grain protein content of dryland wheat based on APSIM. Chinese Journal of Eco-Agriculture, 2020, 28(1): 86-95]
[12]	李广, 黄高宝, William B, 等. APSIM模型在黄土丘陵沟壑区不同耕作措施中的适用性. 生态学报, 2009, 29(5): 2655-2663 [Li G, Huang G-B, William B, et al. Adaptation research of APSIM model under different tillage systems in the Loess hill-gullied region. Acta Ecologica Sinica, 2009, 29(5): 2655-2663]
[13]	王琳, 郑有飞, 于强, 等. APSIM模型对华北平原小麦-玉米连作系统的适用性. 应用生态学报, 2007, 18(11): 2480-2486 [Wang L, Zheng Y-F, Yu Q, et al. Applicability of Agricultural Production Systems Simu-lator (APSIM) in simulating the production and water use of wheat-maize continuous cropping system in North China Plain. Chinese Journal of Applied Ecology, 2007, 18(11): 2480-2486]
[14]	聂志刚, 李广, 雒翠萍, 等. 利用混合蛙跳算法优化基于APSIM的旱地小麦产量形成模型参数. 作物学报, 2018, 44(8): 1229-1236 [Nie Z-G, Li G, Luo C-P, et al. Parameter optimization in APSIM-based simu-lation model for yield formation of dryland wheat using shuffled frog leaping algorithm. Acta Agronomica Sinica, 2018, 44(8): 1229-1236]
[15]	李广, 李玥, 黄高宝, 等. 基于APSIM模型旱地春小麦产量对温度和CO2浓度升高的响应. 中国生态农业学报, 2012, 20(8): 1088-1095 [Li G, Li Y, Huang G-B, et al. Response of dryland spring wheat yield to elevated CO2 concentration and temperature by APSIM model. Chinese Journal of Eco-Agriculture, 2012, 20(8): 1088-1095]
[16]	李广, 黄高宝, 王琦, 等. 基于APSIM模型的旱地小麦和豌豆水肥协同效应分析. 草业学报, 2011, 20(5): 151-159 [Li G, Huang G-B, Wang Q, et al. Analysis of cooperation effect of water and fertilizer on wheat and pea in dryland based on APSIM model. Acta Prataculturae Sinica, 2011, 20(5): 151-159]
[17]	Asseng S, Bar-Tal A, Bowden JW, et al. Simulation of grain protein content with APSIM-N wheat. European Journal of Agronomy, 2002, 16: 25-42
[18]	Sinclair TR. Water and nitrogen limitations in soybean grain production. I. Model development. Field Crops Research, 1986, 15: 125-141
[19]	Monteith JL, Greenwood DJ. How do crops manipulate water supply and demand? Philosophical Transactions of the Royal Society of London Series A, Mathematical and Physical Sciences, 1986, 316: 245-259
[20]	Triboi E, Abad A, Michelena A, et al. Environmental effects on the quality of two wheat genotypes. 1. Quantitative and qualitative variation of storage proteins. European Journal of Agronomy, 2000, 13: 47-64
[21]	王绍中, 章练红, 徐雪林, 等. 环境生态条件对小麦品质的影响研究进展. 华北农学报, 1994, 9(suppl.1): 141-144 [Wang S-Z, Zhang L-H, Xu X-L, et al. Effect studies of environment and ecological conditions on wheat quality. Acta Agriculturae Boreali-Sinica, 1994, 9(suppl.1): 141-144]
[22]	Orlando F, Mancini M, Motha R, et al. Modelling durum wheat (Triticumturgidum L. var. durum) grain protein concentration. Journal of Agricultural Science, 2017, 155: 930-938
[23]	Asseng S, Van Keulen H, Stol W. Performance and application of the APSIM N wheat model in the Netherlands. European Journal of Agronomy, 2000, 12: 37-54
[24]	鲍士旦. 土壤农化分析(第三版). 北京: 中国农业出版社, 2000: 263-268 [Bao S-D. Soil Agricultural Chemistry Analysis (3rd Ed). Beijing: China Agriculture Press, 2000: 263-268]
[25]	Monsi M, Saiki T. On the factor light in plant communities and its importance for matter production. Annals of Botany, 2005, 95: 549-567
[26]	吴少辉, 田文仲, 张园, 等. 播期和密度对黄淮麦区弱春性小麦品种籽粒灌浆特性的影响. 江西农业学报, 2014, 26(10): 16-19 [Wu S-H, Tian W-Z, Zhang Y, et al. Effects of sowing date and planting density on grain-filling characteristics of weak-springness wheat variety in Huang-Huai area. Acta Agriculturae Jiangxi, 2014, 26(10): 16-19]
[27]	周宗民. 小麦籽粒灌浆特性及与播期的关系研究. 安徽农学通报, 2008, 14(15): 111-112 [Zhou Z-M. Study on the relationship between grain filling characte-ristics and sowing date of wheat. Anhui Agricultural Science Bulletin, 2008, 14(15): 111-112]
[28]	山仑. 生物节水的倡导者[EB/OL]. (2013-04-29) [2020-02-18]. https://wenku.baidu.com/view/2d7c-57db49649b6649d74700.html [Shan L. Advocate of biological water saving[EB/OL]. (2013-04-29) [2020-02-18]. https://wenku.baidu.com/view/2d7c57db49649b66-49d74700.html]
[29]	杨文雄. 中国西北春小麦. 北京: 中国农业出版社, 2016: 256 [Yang W-X. Spring Wheat in Northwest China. Beijing: China Agriculture Press, 2016: 256]
[30]	赵万春, 高翔, 董剑, 等.小麦干物质、果聚糖和氮的积累分配及其与籽粒产量和品质的关系. 西北农林科技大学学报: 自然科学版, 2005, 33(3): 43-45 [Zhao W-C, Gao X, Dong J, et al. Dry matter, fructan and nitrogen accumulation and partitioning and their correlation with grain yield and quality in wheat. Journal of Northwest A＆F University: Natural Science, 2005, 33(3): 43-45]
[31]	赵燮京, 吴萧. 川中丘陵区小麦不同覆盖栽培条件下土壤水分及增产效果研究. 干旱地区农业研究, 2003, 21(1): 66-69 [Zhao X-J, Wu X. The study of soil water and wheat production under different covering methods in the hilly areas of central Sichuan. Agricultural Research in the Arid Areas, 2003, 21(1): 66-69]
[32]	宋秀丽. 不同耕作方式下黑土团聚体养分变化. 黑龙江农业科学, 2014(10): 30-33 [Song X-L. Nutrient change of soil aggregates under different reclamation. Heilongjiang Agricultural Sciences, 2014(10): 30-33]
[33]	孟凡德, 马林, 石书兵, 等. 不同耕作条件下春小麦干物质积累动态及其相关性状的研究. 麦类作物学报, 2007, 27(4): 693-698 [Meng F-D, Ma L, Shi S-B, et al. Dynamics change of dry matter accumulation and relative characteristics of spring wheat under diffe-rent tillage. Journal of Triticeae Crops, 2007, 27(4): 693-698]