干旱区地理 ›› 2022, Vol. 45 ›› Issue (3): 879-889.doi: 10.12118/j.issn.1000-6060.2021.406
收稿日期:
2021-09-09
修回日期:
2021-10-11
出版日期:
2022-05-25
发布日期:
2022-05-31
通讯作者:
李玥
作者简介:
康佳(1995-),男,硕士研究生,主要从事农业系统模拟模型的研究. E-mail: 基金资助:
KANG Jia(),LI Yue(),KANG Lianghe
Received:
2021-09-09
Revised:
2021-10-11
Online:
2022-05-25
Published:
2022-05-31
Contact:
Yue LI
摘要:
为进一步研究胡麻生理生化代谢指标响应干旱胁迫时对胡麻产量的影响,采用盆栽控水法模拟胡麻干旱胁迫,依据2013—2014年甘肃省定西市西巩驿镇胡麻试验数据,建立并检验胡麻干旱胁迫模型,模拟干旱胁迫时对胡麻生理生化指标及产量影响,利用均方根误差(RMSE)和决定系数(R2)描述模型拟合度。结果表明:(1) 模型产量模拟值的RMSE为41.3159~155.6685 kg·hm-2,平均值为80.1837 kg·hm-2;R2为0.8929~0.9894,平均值为0.9387,该模型具有较好的拟合度、可行性也较强。(2) 在重度干旱胁迫下,抗氧化代谢指标——超氧化物歧化酶(SOD)、过氧化物酶(POD)、过氧化氢酶(CAT)中,CAT活性表现趋势为下降,终花期POD活性增幅(26.09%~28.00%)最大;渗透调节的3种物质含量均显著上升,其中脯氨酸增幅最大,达236.22%。(3) 呈现出极显著相关性的各指标有3组,分别是脯氨酸与叶绿素、丙二醛和CAT活性;可溶性蛋白与丙二醛和CAT活性;POD活性与SOD活性。胡麻生理生化指标响应不同程度干旱胁迫与胡麻的产量有极强的关联,此模型的建立是对胡麻生理生化指标响应干旱胁迫的科学补充,进一步为胡麻的高效生产管理及农业生产系统提供理论依据和支持。
康佳,李玥,康亮河. 胡麻生理生化代谢指标对干旱胁迫的响应及其模拟模型的研究[J]. 干旱区地理, 2022, 45(3): 879-889.
KANG Jia,LI Yue,KANG Lianghe. Response of physiological and biochemical metabolism indices of flax to drought stress and its simulation model[J]. Arid Land Geography, 2022, 45(3): 879-889.
[1] | 郭娜, 李爱荣, 马建富, 等. 施磷水平对胡麻干物质积累与产量的影响[J]. 河北农业科学, 2015, 19(1): 14-17. |
[ Guo Na, Li Airong, Ma Jianfu, et al. Effects of different phosphorus application levels on dry matter accumulation and yield of flax[J]. Journal of Hebei Agricultural Sciences, 2015, 19(1): 14-17. ] | |
[2] | 任果香, 文飞, 吕伟, 等. 我国胡麻栽培技术综述[J]. 农业科技通讯, 2015(7): 7-9. |
[ Ren Guoxiang, Wen Fei, Lü Wei, et al. A summary of the cultivation techniques of flax in China[J]. Bulletin of Agricultural Science and Technology, 2015(7): 7-9. ] | |
[3] | 赵利, 王斌, 赵玮, 等. 胡麻品种苗期抗旱性综合鉴定与评价[J]. 干旱区资源与环境, 2019, 33(12): 179-185. |
[ Zhao Li, Wang Bin, Zhao Wei, et al. Comprehensive evaluation and identification of drought resistance of 16 oil flax cultivars at seedling stage[J]. Journal of Arid Land Resources and Environment, 2019, 33(12): 179-185. ] | |
[4] |
Hugh G, Gauch J. A simple protocol for AMMI analysis of yield trials[J]. Crop Science, 2013, 53(5): 1860-1869.
doi: 10.2135/cropsci2013.04.0241 |
[5] | 赵阳, 赵曼利, 焦润安, 等. 陇南油橄榄主栽品种对干旱胁迫的生理响应及抗性综合评价[J]. 热带作物学报, 2017, 38(9): 1620-1627. |
[ Zhao Yang, Zhao Manli, Jiao Run’an, et al. The physiological response and comprehensive evaluation of drought hardiness under drought stress of Longnan olive main varieties[J]. Chinese Journal of Tropical Crops, 2017, 38(9): 1620-1627. ] | |
[6] | 张俊, 刘娟, 臧秀旺, 等. 不同生育时期干旱胁迫对花生产量及代谢调节的影响[J]. 核农学报, 2015, 29(6): 1190-1197. |
[ Zhang Jun, Liu Juan, Zang Xiuwang, et al. Effects of drought stress on the yield and metabolic regulation at different growth stages in peanut[J]. Journal of Nuclear Agricultural Sciences, 2015, 29(6): 1190-1197. ] | |
[7] | 姚宁, 宋利兵, 刘健, 等. 不同生长阶段水分胁迫对旱区冬小麦生长发育和产量的影响[J]. 中国农业科学, 2015, 48(12): 2379-2389. |
[ Yao Ning, Song Libing, Liu Jian, et al. Effects of water stress at different growth stages on the development and yields of winter wheat in arid region[J]. Scientia Agricultura Sinica, 2015, 48(12): 2379-2389. ] | |
[8] | 吴瑞香, 杨建春, 王利琴, 等. 不同抗旱类型胡麻幼苗对干旱胁迫的生理响应[J]. 华北农学报, 2019, 34(2): 145-153. |
[ Wu Ruixiang, Yang Jianchun, Wang Liqin, et al. Physiological response of flax seedlings with different drought-resistances to drought stress[J]. Acta Agriculturae Boreali-Sinica, 2019, 34(2): 145-153. ] | |
[9] | 王利琴, 杨建春, 张永福, 等. 干旱胁迫对不同品种胡麻生理特性和种子萌发的影响[J]. 种子, 2021, 40(6): 107-111, 115. |
[ Wang Liqin, Yang Jianchun, Zhang Yongfu, et al. Effects of drought stress on physiological characteristics and seed germination of different varieties of Linum usitatissimum[J]. Seed, 2021, 40(6): 107-111, 115. ] | |
[10] | 赵利, 党占海, 牛俊义, 等. 水分胁迫下不同抗旱类型胡麻苗期生理生化指标变化[J]. 干旱地区农业研究, 2015, 33(4): 206-211. |
[ Zhao Li, Dang Zhanhai, Niu Junyi, et al. Physiological and biochemical characteristics of drought resistance for oil flax at seedling stage under water stress[J]. Agricultural Research in the Arid Areas, 2015, 33(4): 206-211. ] | |
[11] |
李广, 黄高宝. 基于APSIM模型的降水量分配对旱地小麦和豌豆产量影响的研究[J]. 中国生态农业学报, 2010, 18(2): 342-347.
doi: 10.3724/SP.J.1011.2010.00342 |
[ Li Guang, Huang Gaobao. Determination of the effect of precipitation distribution on yield of wheat and pea in dryland using APSIM[J]. Chinese Journal of Eco-Agriculture, 2010, 18(2): 342-347. ]
doi: 10.3724/SP.J.1011.2010.00342 |
|
[12] |
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[J]. 中国生态农业学报, 2012, 20(8): 1088-1095.
doi: 10.3724/SP.J.1011.2012.01088 |
[ Li Guang, Li Yue, Huang Gaobao, et al. Response of dryland spring wheat yield to elevated CO2 concentration and temperature by APSIM model[J]. Chinese Journal of Eco-Agriculture, 2012, 20(8): 1088-1095. ]
doi: 10.3724/SP.J.1011.2012.01088 |
|
[13] | 王亚许, 孙洪泉, 吕娟, 等. 基于APSIM模型的春玉米生育期旱灾损失敏感性定量分析[J]. 灾害学, 2021, 36(2): 30-36. |
[ Wang Yaxu, Sun Hongquan, Lü Juan, et al. Quantitative analysis of the sensitivity of spring maize to drought in the growth period based on APSIM model[J]. Journal of Catastrophology, 2021, 36(2): 30-36. ] | |
[14] | 沈禹颖. 黄土高原苜蓿-小麦轮作系统土壤与作物的组分动态[D]. 广州: 中山大学, 2004. |
[ Shen Yuying. Soil and crop composition dynamics of alfalfa-wheat rotation system on the Loess Plateau[D]. Guangzhou: Sun Yat-sen University, 2004. ] | |
[15] | 古丽娜扎尔·艾力, 陶海宁, 王自奎, 等. 基于APSIM模型的黄土旱塬区苜蓿--小麦轮作系统深层土壤水分及水分利用效率研究[J]. 草业学报, 2021, 30(7): 22-33. |
[ Ali Gulnazar, Tao Haining, Wang Zikui, et al. Evaluating the deep-horizon soil water content and water use efficiency in the alfalfa-wheat rotation system on the dryland of Loess Plateau using APSIM[J]. Acta Prataculturae Sinica, 2021, 30(7): 22-33. ] | |
[16] | 徐晨, 张鹏, 徐克章, 等. 干旱胁迫对不同大豆品种叶片光合及生理特性的影响[J]. 中国油料作物学报, 2013, 35(6): 674-679. |
[ Xu Chen, Zhang Peng, Xu Kezhang, et al. Effects of drought stress on leaf photosynthesis and some physiological traits in different soybean cultivars[J]. Chinese Journal of Oil Crop Sciences, 2013, 35(6): 674-679. ] | |
[17] | 邹琦. 植物生理学实验指导[M]. 北京: 中国农业出版社, 2000. |
[ Zou Qi. Plant physiology experiment guidance[M]. Beijing: China Agriculture Press, 2000. ] | |
[18] | 李合生. 植物生理生化实验原理和技术[M]. 北京: 高等教育出版社, 2000: 134-137. |
[ Li Hesheng. Principles and techniques of plant physiology and biochemistry experiments[M]. Beijing: Higher Education Press, 2000: 134-137. ] | |
[19] | 李玥, 牛俊义, 谢亚萍, 等. 基于APSIM的油用亚麻叶面积指数模型构建[J]. 中国油料作物学报, 2015, 37(3): 329-335. |
[ Li Yue, Niu Junyi, Xie Yaping, et al. Simulation of oilseed flax leaf area index based on APSIM[J]. Chinese Journal of Oil Crop Sciences, 2015, 37(3): 329-335. ] | |
[20] |
李玥, 牛俊义, 郭丽琢, 等. AquaCrop模型在西北胡麻生物量及产量模拟中的应用和验证[J]. 中国生态农业学报, 2014, 22(1): 93-103.
doi: 10.3724/SP.J.1011.2014.30650 |
[ Li Yue, Niu Junyi, Guo Lizhuo, et al. Application and validation of AquaCrop model in simulating biomass and yield of oil flax in northwest China[J]. Chinese Journal of Eco-Agriculture, 2014, 22(1): 93-103. ]
doi: 10.3724/SP.J.1011.2014.30650 |
|
[21] |
Pachepsky L B, Haskett J D, Acock B. An adequate model of photosynthesis: I Parameterization, validation and comparison of models[J]. Agricultural Systems, 1996, 50(2): 209-225.
doi: 10.1016/0308-521X(94)00051-R |
[22] |
Arora V K, Gajri P R. Assessment of a crop growth-water balance model for predicting maize growth and yield in a subtropical environment[J]. Agricultural Water Management, 2000, 46(2): 157-166.
doi: 10.1016/S0378-3774(00)00079-2 |
[23] |
Svirezhev Y M. Simulation of ecophysiological process of growth in several annual crops[J]. Field Crops Research, 1992, 28(3): 268-269.
doi: 10.1016/0378-4290(92)90049-F |
[24] | 薛昌颖, 杨晓光, Bouman B A M, et al. ORYZA2000模型模拟北京地区旱稻的适应性初探[J]. 作物学报, 2005, 31(12): 1567-1571. |
[ Xue Changying, Yang Xiaoguang, Bouman B A M, et al. Preliminary approach on adaptability of ORYZA20 model for aerobic rice in Beijing region[J]. Acta Agronomica Sinica, 2005, 31(12): 1567-1571. ] | |
[25] |
Boling A A, Bouman B, Tuong T P, et al. Modelling the effect of groundwater depth on yield-increasing interventions in rainfed lowland rice in central Java, Indonesia[J]. Agricultural Systems, 2007, 92(1-3): 115-139.
doi: 10.1016/j.agsy.2006.05.003 |
[26] |
Carberry P S, Muchow R C, Mccown R L. Testing the CERES-Maize simulation model in a semi-arid tropical environment[J]. Field Crops Research, 1989, 20(4): 297-315.
doi: 10.1016/0378-4290(89)90072-5 |
[27] |
Ma L, Hoogenboom G, Ahuja L R, et al. Evaluation of the RZWQM-CERES-Maize hybrid model for maize production[J]. Agricultural Systems, 2006, 87(3): 274-295.
doi: 10.1016/j.agsy.2005.02.001 |
[28] |
Marcelis L, Heuvelink E, Goudriaan J. Modelling biomass production and yield of horticultural crops: A review[J]. Hortic, 1998, 74(1-2): 83-111.
doi: 10.1016/S0304-4238(98)00083-1 |
[29] |
Bttcher U, Weymann W, Pullens J, et al. Development and evaluation of HUME-OSR: A dynamic crop growth model for winter oilseed rape[J]. Field Crops Research, 2020, 246: 107679, doi: 10. 1016/j.fcr.2019.107679.
doi: 10. 1016/j.fcr.2019.107679 |
[30] |
汤亮, 朱艳, 鞠昌华, 等. 油菜地上部干物质分配与产量形成模拟模型[J]. 应用生态学报, 2007, 18(3): 526-530.
pmid: 17552187 |
[ Tang Liang, Zhu Yan, Ju Changhua, et al. Dynamic simulation on shoot dry matter partitioning and yield formation of rapeseed[J]. Chinese Journal of Applied Ecology, 2007, 18(3): 526-530. ]
pmid: 17552187 |
|
[31] |
Habekotte B. A model of the phenological development of winter oilseed rape (Brassica napus L.)[J]. Field Crops Research, 1997, 54(2-3): 127-136.
doi: 10.1016/S0378-4290(97)00043-9 |
[32] | Habekotte B. Description, parameterization and user guide of LINTUL-BRASNAP 1.1: A crop growth model of winter oilseed rape (Brassica napus L.)[J]. African Journal of Biotechnology, 1997, 4(2): 157-159. |
[33] |
Keating B A, Carberry P S, Hammer G L, et al. An overview of APSIM, a model designed for farming systems simulation[J]. European Journal of Agronomy, 2003, 18(3): 267-288.
doi: 10.1016/S1161-0301(02)00108-9 |
[34] | Turpin J E, Robertson M J, Haire C, et al. Simulating fababean development, growth, and yield in Australia[J]. Crop and Pasture Science, 2003, 54(1): 39-52. |
[35] |
Anwar M R, Mckenzie B A, Hill G D. Water-use efficiency and the effect of water deficits on crop growth and yield of Kabuli chickpea (Cicer arietinum L.) in a cool-temperate subhumid climate[J]. The Journal of Agricultural Science, 2003, 141(3): doi: 10.1017/S0021859603003630.
doi: 10.1017/S0021859603003630 |
[36] | 姚宁, 周元刚, 宋利兵, 等. 不同水分胁迫条件下DSSAT-CERES-Wheat模型的调参与验证[J]. 农业工程学报, 2015, 31(12): 138-150. |
[ Yao Ning, Zhou Yuangang, Song Libing, et al. Parameter estimation and verification of DSSAT-CERES-Wheat model for simulation of growth and development of winter wheat under water stresses at different growth stages[J]. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(12): 138-150. ] | |
[37] | 陈娇, 谢小玉, 张小短, 等. 甘蓝型油菜苗期抗旱性鉴定及综合抗旱指标筛选[J]. 中国油料作物学报, 2019, 41(5): 713-722. |
[ Chen Jiao, Xie Xiaoyu, Zhang Xiaoduan, et al. Seedling drought resistance and parameter screening of rapeseed[J]. Chinese Journal of Oil Crop Sciences, 2019, 41(5): 713-722. ] | |
[38] | Hall L M, Booker H, Siloto R M P, et al. Flax (Linum usitatissimum L.)[M]. Urbana: AOCS Press, 2016: 157-194. |
[39] |
Dillman A C, Brinsmade J C. Effect of spacing on the development of the flax plant1[J]. Agronomy Journal, 1938, 30(4): 267, doi: 10. 2134/agronj1938.00021962003000040001x.
doi: 10. 2134/agronj1938.00021962003000040001x |
[40] | 付强. 数据处理方法及其农业应用[M]. 北京: 科学出版社, 2006. |
[ Fu Qiang. Data processing method and its agricultural application[M]. Beijing: Science Press, 2006. ] | |
[41] |
Krause G H, Weis E. Chlorophyl fluorescence and photosynthesis: The basics[J]. Annual Review of Plant Physiology and Plant Molecular Biology, 1991, 42: 313-349.
doi: 10.1146/annurev.pp.42.060191.001525 |
[42] | 魏磊, 崔世茂. 干旱处理对山杏光合特性的影响[J]. 华北农学报, 2008, 23(5): 194-197. |
[ Wei Lei, Cui Shimao. The effect of soil drought stress on photosynthetic character of Prunus armeniaca[J]. Acta Agriculturae Boreali-Sinica, 2008, 23(5): 194-197. ] | |
[43] | 牛小霞, 谢亚萍, 王斌, 等. 磷对胡麻叶和蒴果皮中叶绿素质量分数、籽粒产量和品质的影响[J]. 西北农业学报, 2017, 26(8): 1189-1196. |
[ Niu Xiaoxia, Xie Yaping, Wang Bin, et al. Effect of phosphorus on chlorophyll mass fraction in leaves and capsule pericarps, seed yield and quality of oilseed flax[J]. Acta Agriculturae Boreali-occidentalis Sinica, 2017, 26(8): 1189-1196. ] | |
[44] | Asada K. The water-water cycle in chloroplasts: Scavenging of active oxygens and dissipation of excess photons[J]. Annual Review of Plant Biology, 1999, 50: 601-639. |
[45] |
Sminoff N, Cumbes Q J. Hydroxy radical scavenging activity of compatible solutes[J]. Phytochem, 1989, 28(4): 1057-1060.
doi: 10.1016/0031-9422(89)80182-7 |
[46] | 李玥, 武凌, 高珍妮, 等. 基于APSIM的胡麻光合生产与干物质积累模拟模型[J]. 草业学报, 2018, 27(3): 57-66. |
[ Li Yue, Wu Ling, Gao Zhenni, et al. Simulation model of photosynthesis and dry matter accumulation in oilseed flax based on APSIM[J]. Acta Prataculturae Sinica, 2018, 27(3): 57-66. ] | |
[47] | 王钧, 李广, 聂志刚, 等. 陇中黄土高原区旱地春小麦产量对干旱胁迫响应的模拟研究[J]. 干旱区地理, 2021, 44(2): 494-506. |
[ Wang Jun, Li Guang, Nie Zhigang, et al. Simulation study of response of spring wheat yield to drought stress in the Loess Plateau of central Gansu[J]. Arid Land Geography, 2021, 44(2): 494-506. ] | |
[48] | Patel P K, Heman T A. Salicylic acid induced alteration in dry matter patting antioxidant defence system and yield in Chickpea (Cicer arietinum L.) under drought stress[J]. Asian Journal of Crop Science, 2012, 4(3): 386-392. |
[49] | 李少昆, 肖璐, 黄文华. 不同时期干旱胁迫对棉花生长和产量的影响II棉花生长发育及生理特性的变化[J]. 石河子大学学报(自然科学版), 1999, 3(4): 259-264. |
[ Li Shaokun, Xiao Lu, Huang Wenhua. Effect of drought stress on cotton growth and lint yield at different growing stage II: The change of cotton growth and physiological characteristicsto water stress[J]. Journal of Shihezi University (Natural Science Edition), 1999, 3(4): 259-264. ] | |
[50] | 葛体达, 隋方功, 白莉萍, 等. 不同土壤水分对玉米光合特性和产量的影响[J]. 上海交通大学学报(农业科学版), 2005, 23(2): 143-147. |
[ Ge Tida, Sui Fanggong, Bai Liping, et al. Effects of different soil water content on the photosynthetic character and pod yields of summer marize[J]. Journal of Shanghai Jiaotong University (Agricultural Science Edition), 2005, 23(2): 143-147. ] | |
[51] | 李芳兰, 包维楷, 吴宁. 白刺花幼苗对不同强度干旱胁迫的形态与生理响应[J]. 生态学报, 2009, 29(10): 5406-5416. |
[ Li Fanglan, Bao Weikai, Wu Ning. Morphological and physiological responses of current Sophora davidii seedlings to drought stress[J]. Acta Ecologica Sinica, 2009, 29(10): 5406-5416. ] | |
[52] |
Rigoberto R S, Josué K S, Jorge A A G, et al. Biomass distribution, maturity acceleration and yield in drought stressed common bean cultivars[J]. Field Crops Research, 2004, 85(2-3): 203-211.
doi: 10.1016/S0378-4290(03)00161-8 |
[53] | 刘丽, 欧阳竹, 武兰芳, 等. 阶段性干旱及复水对小麦光合特性和产量的影响[J]. 生态学杂志, 2012, 31(11): 2797-2803. |
[ Liu Li, Ouyang Zhu, Wu Lanfang, et al. Effects of phased drought and re-watering on the photosynthetic characteristics and grain yield of winter wheat[J]. Chinese Journal of Ecology, 2012, 31(11): 2797-2803. ] | |
[54] | 王建伟, 周凌云. 土壤水分变化对金银花叶片生理生态特征的影响[J]. 土壤, 2007, 39(3): 479-482. |
[ Wang Jianwei, Zhou Lingyun. Effects of soil moisture content on physio-ecological characteristics of Lonicera japonica thunb leaves[J]. Soils, 2007, 39(3): 479-482. ] |
[1] | 王钧,李广,聂志刚,董莉霞,闫丽娟. 陇中黄土高原区旱地春小麦产量对干旱胁迫响应的模拟研究[J]. 干旱区地理, 2021, 44(2): 494-506. |
[2] | 张静, 常青, 柴朝晖, 范文鹏, 徐新文, 范敬龙, 李生宇, 彭慧清 . 沙漠腹地醉鱼草(Buddleja alternifolia) 栽培苗对水盐胁迫的响应[J]. 干旱区地理, 2020, 43(6): 1534-1542. |
[3] | 罗金明, 王永洁, 刘复刚, 柏林, 王治良. 扎龙盐沼湿地对乌裕尔流域径流变化的水文响应[J]. 干旱区地理, 2019, 42(4): 838-844. |
[4] | 王晓武, 罗宁, 单华佳, 王晓飞. 民勤4种沙生灌木的干旱胁迫响应特征研究[J]. 干旱区地理, 2016, 39(5): 1025-1035. |
[5] | 彭守兰,曾凡江,刘波,张利刚,罗维成,宋聪,Stefan K.Arndt,彭慧清. 极端干旱条件下策勒绿洲引种植物水分生理特征研究[J]. 干旱区地理, 2013, 36(3): 457-466. |
|