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吉林省鼠密度的三明治空间抽样模型制图(英文)

Sandwich mapping of rodent density in Jilin Province, China

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【作者】 刘铁军王劲峰徐成马家奇张洪岩徐成东

【Author】 LIU Tiejun;WANG Jinfeng;XU Cheng;MA Jiaqi;ZHANG Hongyan;XU Chengdong;State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CAS;University of Chinese Academy of Sciences;China Siwei Surveying & Mapping Technology Co.Ltd.;Prevention and Control Base of Plague and Brucellosis, Chinese Center for Disease Control and Prevention;Chinese Center for Disease Control and Prevention;School of Geographical Sciences, Northeast Normal University;

【机构】 State Key Laboratory of Resources and Environmental Information System, Institute of Geographic Sciences and Natural Resources Research, CASUniversity of Chinese Academy of SciencesChina Siwei Surveying & Mapping Technology Co.Ltd.Prevention and Control Base of Plague and Brucellosis, Chinese Center for Disease Control and PreventionChinese Center for Disease Control and PreventionSchool of Geographical Sciences, Northeast Normal University

【摘要】 Rodents are the main host animals that spread plague, and Spermophilus dauricus(S. dauricus) is the most common rodent in North China. In this study, a rodent density survey was carried out in China’s Jilin Province from April to August 2005. Moran’s I and semivariogram curves were used to investigate the spatial distribution characteristics of the sampling data. We found that the spatial auto-correlation index was low and failed to generate a meaningful semivariogram curve. In this case, commonly used interpolators, such as kriging, were not suitable for mapping density over the study area. However, the Sandwich model, which is based on spatial stratified heterogeneity, could be applied to our data. Our results showed that the type of soil and land use significantly influenced the distribution of rodent density, and the interactive effect of these variables was much stronger than that of each variable alone. The Sandwich-estimated rodent density map showed that rodent density increased from the southeast to the northwest in Jilin Province. Finally, a framework of a rodent density survey using the Sandwich model was introduced.

【Abstract】 Rodents are the main host animals that spread plague, and Spermophilus dauricus(S. dauricus) is the most common rodent in North China. In this study, a rodent density survey was carried out in China’s Jilin Province from April to August 2005. Moran’s I and semivariogram curves were used to investigate the spatial distribution characteristics of the sampling data. We found that the spatial auto-correlation index was low and failed to generate a meaningful semivariogram curve. In this case, commonly used interpolators, such as kriging, were not suitable for mapping density over the study area. However, the Sandwich model, which is based on spatial stratified heterogeneity, could be applied to our data. Our results showed that the type of soil and land use significantly influenced the distribution of rodent density, and the interactive effect of these variables was much stronger than that of each variable alone. The Sandwich-estimated rodent density map showed that rodent density increased from the southeast to the northwest in Jilin Province. Finally, a framework of a rodent density survey using the Sandwich model was introduced.

【基金】 National Natural Science Foundation of China,No.41531179;No.41421001;No.41271404;MOST,No.2016YFC1302504;Special Scientific Research Fund of Public Welfare Profession of China,No.GYHY20140616
  • 【文献出处】 Journal of Geographical Sciences ,地理学报(英文版) , 编辑部邮箱 ,2018年04期
  • 【分类号】Q958
  • 【被引频次】2
  • 【下载频次】249
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