YIELD ESTIMATION OF WINTER WHEAT IN NORTH CHINA PLAIN USING RS-P-YEC MODEL

被引:0
|
作者
Wang Peijuan [1 ]
Zhang Jiahua [1 ]
Xie Donghui [2 ,3 ]
Zhou Yuyu [4 ]
Sun Rui [2 ,3 ]
机构
[1] Chinese Acad Meteorol Sci, Beijing 100081, Peoples R China
[2] Beijing Normal Univ, State Key Lab Remote Sensing, Beijing 100875, Peoples R China
[3] Chinese Acad Sci, Inst Remote Sensing Applicat, Beijing 100875, Peoples R China
[4] Purdue Univ, Dept Earth & Atomsp Sci, W Lafayette, IN 47907 USA
来源
2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5 | 2009年
基金
中国国家自然科学基金; 国家科技攻关计划; 国家高技术研究发展计划(863计划);
关键词
RS-P-YEC model; winter wheat; yield; North China Plain; net primary productivity;
D O I
10.1109/IGARSS.2009.5417392
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
The accurate prediction of crop yield is of great help for grain policy making as the importance of food in human life. By assuming a homogeneous and vertical laminar structure and introducing a multilayer-two-big-leaf model, we developed a radiative transfer equation for winter wheat canopy and a model named RS-P-YEC (Remote Sensing Photosynthesis - Yield Estimation for Crop) for winter wheat yield estimation. In this model, we converted the net primary productivity to winter wheat yield using harvest Index. In this study, we estimated yield of winter wheat in. North China Plain using the RS-P-YEC model. The simulated yield agrees well with observations from agro-meteorological stations and the R-2 reaches to 0.817. This study demonstrates that RS-P-YEC model is useful in the yield estimation of winter wheat in North China Plain with widely available remotely sensed Images.
引用
收藏
页码:2758 / +
页数:2
相关论文
共 50 条
  • [31] Interactions among the Phenological Events of Winter Wheat in the North China Plain-Based on Field Data and Improved MODIS Estimation
    Wu, Xifang
    Yang, Wei
    Wang, Chunyang
    Shen, Yanjun
    Kondoh, Akihiko
    REMOTE SENSING, 2019, 11 (24)
  • [32] The Prediction of Wheat Yield in the North China Plain by Coupling Crop Model with Machine Learning Algorithms
    Zhao, Yanxi
    Xiao, Dengpan
    Bai, Huizi
    Tang, Jianzhao
    Liu, De Li
    Qi, Yongqing
    Shen, Yanjun
    AGRICULTURE-BASEL, 2023, 13 (01):
  • [33] Improved simulation of winter wheat yield in North China Plain by using PRYM-Wheat integrated dry matter distribution coefficient
    Li, Xuan
    Wang, Shaowen
    Chen, Yifan
    Zhang, Danwen
    Yang, Shanshan
    Wang, Jingwen
    Zhang, Jiahua
    Bai, Yun
    Zhang, Sha
    JOURNAL OF INTEGRATIVE AGRICULTURE, 2024, 23 (04) : 1381 - 1392
  • [34] Observed changes in winter wheat phenology in the North China Plain for 1981–2009
    Dengpan Xiao
    Fulu Tao
    Yujie Liu
    Wenjiao Shi
    Meng Wang
    Fengshan Liu
    Shuai Zhang
    Zhu Zhu
    International Journal of Biometeorology, 2013, 57 : 275 - 285
  • [35] APSIM modified model under drought conditions to simulate winter wheat yield in North China
    Zhou L.
    Sun S.
    Guo E.
    Zhang Z.
    Zhang F.
    Shi Y.
    Ma H.
    Yang X.
    Nongye Gongcheng Xuebao/Transactions of the Chinese Society of Agricultural Engineering, 2023, 39 (06): : 92 - 102
  • [36] Impacts of climate change on drought risk of winter wheat in the North China Plain
    Zhang Li
    Chu Qing-quan
    Jiang Yu-lin
    Chen Fu
    Lei Yong-deng
    JOURNAL OF INTEGRATIVE AGRICULTURE, 2021, 20 (10) : 2601 - 2612
  • [37] Sprinkler irrigation scheduling of winter wheat in the North China Plain using a 20 cm standard pan
    Hai-Jun Liu
    Yaohu Kang
    Irrigation Science, 2007, 25 : 149 - 159
  • [38] Identifying Winter Wheat Using Landsat Data Based on Deep Learning Algorithms in the North China Plain
    Zhang, Qixia
    Wang, Guofu
    Wang, Guojie
    Song, Weicheng
    Wei, Xikun
    Hu, Yifan
    REMOTE SENSING, 2023, 15 (21)
  • [39] Grain yield and water use of winter wheat as affected by water and sulfur supply in the North China Plain
    XIE Ying-xin
    ZHANG Hui
    ZHU Yun-ji
    ZHAO Li
    YANG Jia-heng
    CHA Fei-na
    LIU Cao
    WANG Chen-yang
    GUO Tian-cai
    JournalofIntegrativeAgriculture, 2017, 16 (03) : 614 - 625
  • [40] Effects of supplemental irrigation on grain yield and water and nitrogen efficiencies of winter wheat in the North China Plain
    Zhao, Jinke
    Xu, Yufan
    Xu, Xuexin
    Liu, Shuai
    Hao, Tianjia
    Qu, Wenkai
    Li, Mingrui
    Shi, Yan
    Zhao, Changxing
    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2023, 103 (15) : 7484 - 7493