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作者:

Du, Yuneng (Du, Yuneng.) | Huffman, Ted (Huffman, Ted.) | Daneshfar, Bahram (Daneshfar, Bahram.) | Green, Melodie (Green, Melodie.) | Feng, Feng (Feng, Feng.) | Liu, Jiangui (Liu, Jiangui.) | Liu, Tingting (Liu, Tingting.) | Liu, Huanjun (Liu, Huanjun.)

收录:

Scopus SCIE

摘要:

Canada's terrestrial ecostratification framework provides nested spatial units for organizing national data related to soils, landforms and land use. In the agricultural domain, the lack of national, uniform crop yield data on the ecostratification framework severely hinders our ability to evaluate the biophysical data with respect to economic and climatic conditions. We developed a national crop yield database at the regional (ecodistrict) level by aggregating individual records of an existing but very broad-level sample-derived yield database according to the ecostratification hierarchy. Issues related to the different sampling frameworks and the need for confidentiality of individual records were resolved in order to generate an ecostratified crop yield dataset at a reasonably detailed spatial scale. Sixty crops were first statistically arranged into 37 agronomically similar crop groups in order to increase class size, and these crop groups were aggregated into increasingly large spatial units until confidentiality was assured. The methodology maintained data quality and confidentiality while producing crop yield estimates at the ecodistrict level. Comparison to independent crop insurance data confirmed that the resulting crop yield data are valid where estimates were derived from data released at the level of an ecodistrict or an ecoregion, but not at the ecoprovince level. Our crop yield estimates offer a reasonably high level of spatial precision while remaining within standard confidentiality constraints.

关键词:

Canada crop yields yield database Eco-stratification agriculture

作者机构:

  • [ 1 ] [Du, Yuneng]Anhui Agr Univ, Coll Econ & Management, Hefei 230036, Peoples R China
  • [ 2 ] [Du, Yuneng]Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada
  • [ 3 ] [Huffman, Ted]Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada
  • [ 4 ] [Daneshfar, Bahram]Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada
  • [ 5 ] [Green, Melodie]Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada
  • [ 6 ] [Liu, Jiangui]Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada
  • [ 7 ] [Feng, Feng]Univ Sci & Technol China, Sch Publ Affairs, Anhua 230026, Peoples R China
  • [ 8 ] [Liu, Tingting]Beijing Univ Technol, Inst Circular Econ, Beijing 100124, Peoples R China
  • [ 9 ] [Liu, Huanjun]Northeast Agr Univ, Coll Resources & Environm Sci, Harbin 150030, Peoples R China

通讯作者信息:

  • [Huffman, Ted]Agr & Agri Food Canada, Ottawa, ON K1A 0C6, Canada

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来源 :

CANADIAN JOURNAL OF SOIL SCIENCE

ISSN: 0008-4271

年份: 2015

期: 3

卷: 95

页码: 287-297

1 . 7 0 0

JCR@2022

ESI学科: AGRICULTURAL SCIENCES;

ESI高被引阀值:168

JCR分区:3

中科院分区:4

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

万方被引频次:

中文被引频次:

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