Exploring the Feasibility of Winter Wheat Freeze Injury by Integrating Grey System Model with RS and GIS

文献类型： 外文期刊

第一作者： Wang Hui-fang

作者： Wang Hui-fang;Guo Wei;Wang Ji-hua;Huang Wen-jiang;Gu Xiao-he;Dong Ying-ying;Xu Xin-gang;Wang Hui-fang;Wang Ji-hua;Dong Ying-ying

作者机构：

关键词： winter wheat freeze injury;RS;GIS;GRA;GCA

期刊名称：JOURNAL OF INTEGRATIVE AGRICULTURE （ 影响因子：2.848； 五年影响因子：2.979 ）

ISSN： 2095-3119

年卷期： 2013 年 12 卷 7 期

页码：

收录情况： SCI

摘要： Winter wheat freeze injury is one of the main agro-meteorological disasters affecting wheat production. In order to evaluate the severity of freeze injury on winter wheat systematically, we proposed a grey-system model (GSM) to monitor the degree and the distribution of the winter wheat freeze injury. The model combines remote sensing (RS) and geographic information system (GIS) technology. It gave examples of wheat freeze injury monitoring applications in Gaocheng and Jinzhou of Hebei Province, China. We carried out a quantitative evaluation method study on the severity of winter wheat freeze injury. First, a grey relational analysis (GRA) was conducted. At the same time, the weights of the stressful factors were determined. Then a wheat freezing injury stress multiple factor spatial matrix was constructed using spatial interpolation technology. Finally, a winter wheat freeze damage evaluation model was established through grey clustering algorithm (GCA), and classifying the study area into three sub-areas, affected by severe, medium or light disasters. The evaluation model were verified by the Kappa model, the overall accuracy reached 78.82% and the Kappa coefficient was 0.6754. Therefore, through integration of GSM with RS images as well as GIS analysis, quantitative evaluation and study of winter wheat freeze disasters can be conducted objectively and accurately, making the evaluation model more scientific.

分类号：

  • 相关文献

[1]Monitoring national food security using satellite remote sensing. Yang, BJ. 2004

[2]Grey Comprehensive Evaluation Model of Wheat Medium- and Low-yield Zoning via Remote Sensing Monitoring Data. Guo Wei,Zhao Chunjiang,Huang Wenjiang,Gu Xiaohe,Yang Xiaodong,Wang Huifang,Guo Wei,Guo Wei,Liu Bin. 2012

[3]The Methodology of Monitoring Crops with Remote Sensing at the National Scale. Wu, Quan,Sun, Li,He, Yajuan,Wang, Fei,Wang, Danqiong,Jiao, Weijie,Wang, Haijun,Han, Xue. 2016

[4]Study on Survey Methods for Crop Area Change Reasons at National Scale. Wu, Quan,Hu, Hualang,Wang, Danqiong,Jia, Lijuan,He, Yajuan,Liu, Yanxia,Duan, Xinyu. 2015

[5]THE SPATIAL PATTERN CHARACTERISTICS OF SOIL NUTRIENTS AT THE FIELD SCALE. Yang, Yujian,Zhu, Jianhua,Tong, Xueqin,Wang, Dianchang. 2009

[6]Spatial variability of soil nutrients and GIS-based nutrient management in Yongji County, China. Zhang, Qiang,Yang, Zhiping,Zhang, Qiang,Yang, Zhiping,Zhang, Jianjie,Chen, Mingchang,Li, Yong,Chen, Deli.

[7]Analysis of production and environmental effects of Nile tilapia and white shrimp culture in Thailand. Ferreira, J. G.,Falconer, L.,Ross, L.,Kittiwanich, J.,Suvanachai, P.,Saurel, C.,Wellman, K.,Zhu, C. B..

[8]The Application of GIS in Analysis of Gross Agricultural Production: A Case Study of Hainan Island, China. Cao Zhenmu,Liu Ziji,Wang Dengfeng. 2014

[9]Research on the degradation of tropical arable land soil: Part I the soil acidification during the last two decades in Hainan, China. Wang, Dengfeng,Wei, Zhiyuan,Qi, Zhiping. 2013

[10]Evaluation Method of Urban Sustainable Development Ability Based on GIS and DEA. Yao, Na,Cheng, Peng,Wu, Huarui,Cheng, Peng,Wu, Huarui. 2014

[11]A Case of GIS Application in Agricultural Project Management. Ren, Zhouqiao,Lu, Xiaonan,Hou, Yajuan. 2013

[12]The application of GIS techniques in soil testing and fertilizer recommendations: Part III The distribution of soil organic matters in Hainan, China. Wei, Zhiyuan,Qi, Zhiping. 2013

[13]Assessment of Soil Erosion in Water Source Area of the Danjiangkou Reservoir Using USLE and GIS. Song, Xuan,Du, Liping,Ma, Yongli,Kou, Changlin. 2011

[14]Research on the degradation of tropical arable land soil: Part II the distribution of soil nutrients in Eastern part of Hainan Island. Wang, Dengfeng,Wei, Zhiyuan,Qi, Zhiping. 2013

[15]The timing variations and spatial pattern of winter wheat in China. Zhuang Jiayu,Li Zhemin,Li Yanni,Zhuang Jiayu,Li Zhemin,Li Yanni,Yong Xi,Yong Xi. 2016

[16]Evaluation of nutrient balance in soil-vegetable system using nutrient permissible surplus or deficit rate. Huang, Shao-Wen,Jin, Ji-Yun,Bai, You-Lu,Yang, Li-Ping. 2007

[17]Precision eco-climatic division of high quality rice in Chongqing based on GIS. Chen, Zhijun,Tang, Yunhui,Li, Yonghua,Ju, Lihui,Yuan, Desheng. 2007

[18]GIS Based Analysis of Agro-climatic Divisions Scenarios in China. Zhang Shuai,Zhao Jinying,Li Linyi. 2009

[19]GIS-Based Research on Spatial-Temporal Variation Characteristics of Carbon Footprint in Hunan Province from 2000 to 2010. Peng Hua,Ji Xionghui,Zhou Qingbo,Liu Jia. 2012

[20]Temperature and Precipitation Suitability Evaluation for the Winter Wheat and Summer Maize Cropping System in the Huang-Huai-Hai Plain of China. Qiu Jian-jun,Li Hu,Nguyen Thanh Tuan,Verdoodt, Ann,Van Ranst, Eric. 2011

作者其他论文 更多>>

微信小程序