Citation: | WEI X H, NIE Z G. Sensitivity analysis and optimization of leaf area index related parameters of dryland wheat based on APSIM model[J]. Chinese Journal of Eco-Agriculture, 2024, 32(1): 1−11 doi: 10.12357/cjea.20230345 |
[1] |
TANTALAKI N, SOURAVLAS S, ROUMELIOTIS M. Data-driven decision making in precision agriculture: the rise of big data in agricultural systems[J]. Journal of Agricultural & Food Information, 2019, 20(4): 344−380
|
[2] |
姜志伟, 陈仲新, 周清波, 等. CERES-Wheat作物模型参数全局敏感性分析[J]. 农业工程学报, 2011, 27(1): 236−242 doi: 10.3969/j.issn.1002-6819.2011.01.038
JIANG Z W, CHEN Z X, ZHOU Q B, et al. Global sensitivity analysis of CERES-Wheat model parameters[J]. Transactions of the Chinese Society of Agricultural Engineering, 2011, 27(1): 236−242 doi: 10.3969/j.issn.1002-6819.2011.01.038
|
[3] |
AHUJA L, MA L W. Parameterization of agricultural system models[M]//AHUJA L R, MA L W, HOWELL T A. Agricultural System Models in Field Research and Technology Transfer. Boca Raton: CRC Press, 2002
|
[4] |
THORP K R, BATCHELOR W D, PAZ J O, et al. Using cross-validation to evaluate CERES-Maize yield simulations within a decision support system for precision agriculture[J]. Transactions of the ASABE, 2007, 50(4): 1467−1479 doi: 10.13031/2013.23605
|
[5] |
DAI C N, YAO M, XIE Z J, et al. Parameter optimization for growth model of greenhouse crop using genetic algorithms[J]. Applied Soft Computing, 2009, 9(1): 13−19 doi: 10.1016/j.asoc.2008.02.002
|
[6] |
崔金涛, 丁继辉, YESILEKIN N, 等. 基于EFAST的CERES-Wheat模型土壤参数敏感性分析[J]. 农业机械学报, 2020, 51(12): 276−283 doi: 10.6041/j.issn.1000-1298.2020.12.030
CUI J T, DING J H, YESILEKIN N, et al. Sensitivity analysis of soil input parameters of CERES-Wheat model based on EFAST method[J]. Transactions of the Chinese Society for Agricultural Machinery, 2020, 51(12): 276−283 doi: 10.6041/j.issn.1000-1298.2020.12.030
|
[7] |
兴安, 卓志清, 赵云泽, 等. 基于EFAST的不同生产水平下WOFOST模型参数敏感性分析[J]. 农业机械学报, 2020, 51(2): 161−171 doi: 10.6041/j.issn.1000-1298.2020.02.018
XING A, ZHUO Z Q, ZHAO Y Z, et al. Sensitivity analysis of WOFOST model crop parameters under different production levels based on EFAST method[J]. Transactions of the Chinese Society for Agricultural Machinery, 2020, 51(2): 161−171 doi: 10.6041/j.issn.1000-1298.2020.02.018
|
[8] |
VANUYTRECHT E, RAES D, WILLEMS P. Global sensitivity analysis of yield output from the water productivity model[J]. Environmental Modelling & Software, 2014, 51: 323−332
|
[9] |
CÉSAR TREJO ZÚÑIGA E, LÓPEZ CRUZ I L, GARCÍA A R. Parameter estimation for crop growth model using evolutionary and bio-inspired algorithms[J]. Applied Soft Computing, 2014, 23: 474−482 doi: 10.1016/j.asoc.2014.06.023
|
[10] |
SOUNDHARAJAN B, SUDHEER K P. Sensitivity analysis and auto-calibration of ORYZA2000 using simulation-optimization framework[J]. Paddy and Water Environment, 2013, 11(1): 59−71
|
[11] |
房全孝. 根系水质模型中土壤与作物参数优化及其不确定性评价[J]. 农业工程学报, 2012, 28(10): 118−123 doi: 10.3969/j.issn.1002-6819.2012.10.019
FANG Q X. Optimizing and uncertainty evaluation of soil and crop parameters in root zone water quality model[J]. Transactions of the Chinese Society of Agricultural Engineering, 2012, 28(10): 118−123 doi: 10.3969/j.issn.1002-6819.2012.10.019
|
[12] |
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[J]. 中国农业科学, 2019, 52(12): 2056−2068 doi: 10.3864/j.issn.0578-1752.2019.12.004
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[J]. Scientia Agricultura Sinica, 2019, 52(12): 2056−2068 doi: 10.3864/j.issn.0578-1752.2019.12.004
|
[13] |
李广, 黄高宝, William Bellotti, 等. APSIM模型在黄土丘陵沟壑区不同耕作措施中的适用性[J]. 生态学报, 2009, 29(5): 2655−2663 doi: 10.3321/j.issn:1000-0933.2009.05.056
LI G, HUANG G B, WILLIAM B, et al. Adaptation research of APSIM model under different tillage systems in the Loess hill-gullied region[J]. Acta Ecologica Sinica, 2009, 29(5): 2655−2663 doi: 10.3321/j.issn:1000-0933.2009.05.056
|
[14] |
邓晓垒, 董莉霞, 李广, 等. 西北春麦区Apsim-Wheat模型参数全局敏感性分析[J]. 麦类作物学报, 2022, 42(6): 746−754 doi: 10.7606/j.issn.1009-1041.2022.06.12
DENG X L, DONG L X, LI G, et al. Global sensitivity analysis of Apsim-Wheat model parameters in northwest spring wheat region[J]. Journal of Triticeae Crops, 2022, 42(6): 746−754 doi: 10.7606/j.issn.1009-1041.2022.06.12
|
[15] |
刘铁梅, 王燕, 邹薇, 等. 大麦叶面积指数模拟模型[J]. 应用生态学报, 2010, 21(1): 121−128 doi: 10.13287/j.1001-9332.2010.0067
LIU T M, WANG Y, ZOU W, et al. Simulation model of barley leaf area index[J]. Chinese Journal of Applied Ecology, 2010, 21(1): 121−128 doi: 10.13287/j.1001-9332.2010.0067
|
[16] |
逯玉兰, 李广, 闫丽娟, 等. 基于APSIM模型的不同氮肥方案小麦叶面积指数的模拟研究[J]. 甘肃农业大学学报, 2020, 55(3): 38−44, 53 doi: 10.13432/j.cnki.jgsau.2020.03.006
LU Y L, LI G, YAN L J, et al. Simulating study on leaf area index of spring wheat in dryland under different nitrogen fertilization schemes based on APSIM model[J]. Journal of Gansu Agricultural University, 2020, 55(3): 38−44, 53 doi: 10.13432/j.cnki.jgsau.2020.03.006
|
[17] |
ASSENG S, KEATING B A, FILLERY I R P, et al. Performance of the APSIM-wheat model in Western Australia[J]. Field Crops Research, 1998, 57(2): 163−179 doi: 10.1016/S0378-4290(97)00117-2
|
[18] |
ASSENG S, VAN KEULEN H, STOL W. Performance and application of the APSIM Nwheat model in the Netherlands[J]. European Journal of Agronomy, 2000, 12(1): 37−54 doi: 10.1016/S1161-0301(99)00044-1
|
[19] |
SALTELLI A, TARANTOLA S, CAMPOLONGO F, et al. Sensitivity Analysis in Practice[M]. Halsted Press: Wiley, 2004
|
[20] |
DEJONGE K C, ASCOUGH J C, AHMADI M, et al. Global sensitivity and uncertainty analysis of a dynamic agroecosystem model under different irrigation treatments[J]. Ecological Modelling, 2012, 231: 113−125 doi: 10.1016/j.ecolmodel.2012.01.024
|
[21] |
ZHAO G, BRYAN B A, SONG X D. Sensitivity and uncertainty analysis of the APSIM-wheat model: interactions between cultivar, environmental, and management parameters[J]. Ecological Modelling, 2014, 279: 1−11 doi: 10.1016/j.ecolmodel.2014.02.003
|
[22] |
ZHENG B, CHENU K, DOHERTY A, et al. The APSIM-wheat module (7.5 R3008)[J]. Agricultural Production Systems Simulator (APSIM) Initiative, 2014, 615
|
[23] |
KENNEDY J, EBERHART R. Particle swarm optimization[C]//Proceedings of ICNN'95-International Conference on Neural Networks. November 27-December 1, 1995, Perth, WA, Australia. IEEE, 2002: 1942–1948
|
[24] |
丁帅伟, 席怡, 刘骞, 等. 基于粒子群算法的低渗油藏CO2驱油与封存自动优化[J]. 中国石油大学学报(自然科学版), 2022, 46(4): 109−115
DING S W, XI Y, LIU Q, et al. An automatic optimization method of CO2 injection for enhanced oil recovery and storage in low permeability reservoirs based on particle swarm optimization algorithm[J]. Journal of China University of Petroleum (Edition of Natural Science), 2022, 46(4): 109−115
|
[25] |
刘志娟, 杨晓光, 王静, 等. APSIM玉米模型在东北地区的适应性[J]. 作物学报, 2012, 38(4): 740−746
LIU Z J, YANG X G, WANG J, et al. Adaptability of APSIM maize model in Northeast China[J]. Acta Agronomica Sinica, 2012, 38(4): 740−746
|
[26] |
ZHANG X C. Calibration, refinement, and application of the WEPP model for simulating climatic impact on wheat produc-tion[J]. Transactions of the ASAE, 2004, 47(4): 1075−1085 doi: 10.13031/2013.16580
|
[27] |
张宪政. 作物生理研究法[M]. 北京: 农业出版社, 1992
ZHANG X Z. Crop Physiology Research Method[M]. Beijing: Agricultural Publishing House, 1992
|
[28] |
许育彬, 沈玉芳, 李世清. CO2浓度升高和施氮对冬小麦光合面积及粒叶比的影响[J]. 中国生态农业学报, 2013, 21(9): 1049−1056 doi: 10.3724/SP.J.1011.2013.01049
XU Y B, SHEN Y F, LI S Q. Effects of elevated CO2 and nitrogen application on photosynthetic area and gain-leaf ratio of winter wheat[J]. Chinese Journal of Eco-Agriculture, 2013, 21(9): 1049−1056 doi: 10.3724/SP.J.1011.2013.01049
|
[29] |
李正鹏, 宋明丹, 冯浩. 水氮耦合下冬小麦LAI与株高的动态特征及其与产量的关系[J]. 农业工程学报, 2017, 33(4): 195−202 doi: 10.11975/j.issn.1002-6819.2017.04.027
LI Z P, SONG M D, FENG H. Dynamic characteristics of leaf area index and plant height of winter wheat influenced by irrigation and nitrogen coupling and their relationships with yield[J]. Transactions of the Chinese Society of Agricultural Engineering, 2017, 33(4): 195−202 doi: 10.11975/j.issn.1002-6819.2017.04.027
|
[30] |
许强, 王彦才, 马宏玮. 宁夏春小麦缺氮导致减产的生理机理研究[J]. 干旱地区农业研究, 1999, 17(3): 56−61 doi: 10.3321/j.issn:1000-7601.1999.03.011
XU Q, WANG Y C, MA H W. Study on physiological mechanism of the decline in spring wheat production caused by inscofficient nitrogen in Ningxia[J]. Agricultural Reseach in the Arid Areas, 1999, 17(3): 56−61 doi: 10.3321/j.issn:1000-7601.1999.03.011
|
[31] |
FRANCO A C, BUSTAMANTE M, CALDAS L S, et al. Leaf functional traits of Neotropical savanna trees in relation to seasonal water deficit[J]. Trees, 2005, 19(3): 326−335 doi: 10.1007/s00468-004-0394-z
|
[32] |
胡燕美, 苏慧, 朱玉磊, 等. 花后早期增温对小麦旗叶光合和抗氧化特性及籽粒发育的影响[J]. 麦类作物学报, 2020, 40(10): 1247−1256 doi: 10.7606/j.issn.1009-1041.2020.10.12
HU Y M, SU H, ZHU Y L, et al. Effects of early warming after anthesis on photosynthesis and anti- oxidant characteristics of flag leaf and grain development of wheat[J]. Journal of Triticeae Crops, 2020, 40(10): 1247−1256 doi: 10.7606/j.issn.1009-1041.2020.10.12
|
[33] |
康定明, 王宏星, 魏琳. 不同品种不同播期冬小麦株型和消光系数K的初步研究[J]. 石河子农学院学报, 1993, 11(3): 15−21
KANG D M, WANG H X, WEI L. A preliminary study on the relationship between varieties, seedling date and extinction coefficient (K value) of canopx leaves of winter wheat community[J]. Journal of Shihezi University (Natural Science), 1993, 11(3): 15−21
|
[34] |
赵鸿, 杨启国, 邓振镛, 等. 半干旱雨养区小麦光合作用、蒸腾作用及水分利用效率特征[J]. 干旱地区农业研究, 2007, 25(1): 125−130 doi: 10.3321/j.issn:1000-7601.2007.01.026
ZHAO H, YANG Q G, DENG Z Y, et al. Characteristics of photosynthesis, transpiration and water use efficiency of wheat leaf in semi-arid rain feed region[J]. Agricultural Research in the Arid Areas, 2007, 25(1): 125−130 doi: 10.3321/j.issn:1000-7601.2007.01.026
|
[35] |
魏迪. 小麦蒸腾效率候选基因TaER及气孔发育相关基因TaEPF1-2B的优势单倍型分析[D]. 杨凌: 西北农林科技大学, 2021
WEI D. Superior haplotypes analysis of transpiration efficiency candidate gene TaER and stomatal development related genes TaEPF1-2B in bread wheat[D]. Yangling: Northwest A & F University, 2021
|
[36] |
谢松涯, 张宝忠. 基于全局敏感性分析的WOFOST模型参数优化[J]. 中国农村水利水电, 2018(12): 29−34 doi: 10.3969/j.issn.1007-2284.2018.12.006
XIE S Y, ZHANG B Z. Optimization of WOFOST model parameters based on global sensitivity analysis[J]. China Rural Water and Hydropower, 2018(12): 29−34 doi: 10.3969/j.issn.1007-2284.2018.12.006
|
[37] |
WANG J, LI X, LU L, et al. Parameter sensitivity analysis of crop growth models based on the extended Fourier Amplitude Sensitivity Test method[J]. Environmental Modelling & Software, 2013, 48: 171−182
|