Evaluation of the DSSAT-CSM for simulating yield and soil organic C and N of a long-term maize and wheat rotation experiment in the Loess Plateau of Northwestern China

被引:72
|
作者
Li, Zhuo Ting [1 ,2 ]
Yang, J. Y. [2 ]
Drury, C. F. [2 ]
Hoogenboom, G. [3 ]
机构
[1] Lanzhou Univ, Sch Life Sci, State Key Lab Grassland & Agroecosyst, Lanzhou 730000, Peoples R China
[2] Agr & Agri Food Canada, Greenhouse & Proc Crops Res Ctr, Harrow, ON N0R 1G0, Canada
[3] Washington State Univ, AgWeatherNet, Prosser, WA 99350 USA
关键词
DSSAT-CSM; Sequence analysis; Maize wheat rotation; Grain yield; Soil organic C and N; Sensitivity analysis; WATER-USE EFFICIENCY; CROPPING SYSTEM; WINTER-WHEAT; STATISTICAL-METHODS; NORTHERN CHINA; GRAIN-YIELD; MODEL; FERTILIZATION; DYNAMICS; MANAGEMENT;
D O I
10.1016/j.agsy.2014.12.006
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The aim of this study was to evaluate the potential of the Decision Support System for Agrotechnology Transfer - Cropping System Model (DSSAT-CSM) using the CENTURY-based soil module to simulate long-term trends of grain yield, soil organic C (SOC) and soil organic N (SON) based upon 14-year data from a spring maize (Zea mays L.) and winter wheat (Triticum aestivum L.) cropping system study conducted in the Loess Plateau of Northwestern China. There were four treatments including no fertilizer (N0), 90 kg N ha(-1) from urea (N90), 30 kg N ha(-1) from straw plus 90 kg N ha(-1) from urea (SN90), and 40 kg N ha(-1) from cattle manure plus 90 kg N ha(-1) from urea (MN90) selected in this study. The DSSAT-CSM showed a good to excellent agreement for simulating maize yields with normalized root mean square error (nRMSE) <= 19%, index of agreement (d) > 0.91 and modeling efficiency (EF) >= 0.56, and a moderate to good agreement for wheat yields with nRMSE <= 22%, d > 0.89 and EF > 0.46 for N90, SN90 and MN90 treatments. The model simulated SOC in the 0-20 cm depth for both SN90 and MN90 very well with nRMSE < 13% and d > 0.63 and moderately for N90 and N0. The simulated topsoil SON matched the measured data for N90, SN90 and MN90 very well with nRMSE < 7%, d > 0.77 and EF > 0.15, whereas the simulation for NO was poor. Both maize wheat yields were found to be more sensitive to the fertilizer N rates in humid than drought soil conditions. The sensitivity of grain yields for either maize or wheat to generated growing season precipitation was affected by fertilizer N rate. The simulated soil nitrate-N (NO3-N) in soil profile and the NO3-N leaching below 150 cm increased with the increased fertilizer N rates as expected. The periods occurring high NO3-N leaching were along with drainage events mainly in the next fallow periods. Therefore, this study found that the DSSAT-CSM has a large potential to assess the impacts of various agricultural practices on crop growth, soil C and N dynamics in the semi-arid to semi-humid region of the Loess Plateau, and could contribute to selecting the optimum management practices. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:90 / 104
页数:15
相关论文
共 50 条
  • [1] Simulation of long-term spring wheat yields, soil organic C, N and water dynamics using DSSAT-CSM in a semi-arid region of the Canadian prairies
    Zhuo Ting Li
    J. Y. Yang
    W. N. Smith
    C. F. Drury
    R. L. Lemke
    B. Grant
    W. T. He
    Xiao Gang Li
    [J]. Nutrient Cycling in Agroecosystems, 2015, 101 : 401 - 419
  • [2] Simulation of long-term spring wheat yields, soil organic C, N and water dynamics using DSSAT-CSM in a semi-arid region of the Canadian prairies
    Li, Zhuo Ting
    Yang, J. Y.
    Smith, W. N.
    Drury, C. F.
    Lemke, R. L.
    Grant, B.
    He, W. T.
    Li, Xiao Gang
    [J]. NUTRIENT CYCLING IN AGROECOSYSTEMS, 2015, 101 (03) : 401 - 419
  • [3] Trends in grain yields and soil organic C in a long-term fertilization experiment in the China Loess Plateau
    Fan, Tinglu
    Xu, Minggang
    Song, Shangyou
    Zhou, Guangye
    Ding, Linping
    [J]. JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE, 2008, 171 (03) : 448 - 457
  • [4] Simulating the effect of long-term fertilization on maize yield and soil C/N dynamics in northeastern China using DSSAT and CENTURY-based soil model
    J. M. Yang
    J. Y. Yang
    S. Dou
    X. M. Yang
    G. Hoogenboom
    [J]. Nutrient Cycling in Agroecosystems, 2013, 95 : 287 - 303
  • [5] Simulating the effect of long-term fertilization on maize yield and soil C/N dynamics in northeastern China using DSSAT and CENTURY-based soil model
    Yang, J. M.
    Yang, J. Y.
    Dou, S.
    Yang, X. M.
    Hoogenboom, G.
    [J]. NUTRIENT CYCLING IN AGROECOSYSTEMS, 2013, 95 (03) : 287 - 303
  • [6] Wheat grain yield and yield stability in a long-term fertilization experiment on the Loess Plateau
    Hao Ming-De
    Fan Jun
    Wang Quan-Jiu
    Dang Ting-Hui
    Guo Sheng-Li
    Wang Ji-Jun
    [J]. PEDOSPHERE, 2007, 17 (02) : 257 - 264
  • [7] Wheat Grain Yield and Yield Stability in a Long-Term Fertilization Experiment on the Loess Plateau
    HAO Ming-De
    [J]. Pedosphere, 2007, (02) : 257 - 264
  • [8] Long-term effects of gravel―sand mulch on soil organic carbon and nitrogen in the Loess Plateau of northwestern China
    Yang QIU
    ZhongKui XIE
    YaJun WANG
    Sukhdev S MALHI
    JiLong REN
    [J]. Journal of Arid Land, 2015, 7 (01) : 46 - 53
  • [9] Long-term effects of gravel—sand mulch on soil organic carbon and nitrogen in the Loess Plateau of northwestern China
    Yang Qiu
    ZhongKui Xie
    YaJun Wang
    Sukhdev S. Malhi
    JiLong Ren
    [J]. Journal of Arid Land, 2015, 7 : 46 - 53
  • [10] Optimizing nitrogen input by balancing winter wheat yield and residual nitrate-N in soil in a long-term dryland field experiment in the Loess Plateau of China
    Dai, Jian
    Wang, Zhaohui
    Li, Fucui
    He, Gang
    Wang, Sen
    Li, Qiang
    Cao, Hanbing
    Luo, Laichao
    Zan, Yaling
    Meng, Xiaoyu
    Zhang, Wenwei
    Wang, Ronghui
    Malhi, Sukhdev S.
    [J]. FIELD CROPS RESEARCH, 2015, 181 : 32 - 41