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Expert knowledge-based assessment of farming practices for different biotic indicators using fuzzy logic

机译:基于模糊知识的基于知识的农作实践专家评估不同生物指标

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摘要

The study presented here describes a modeling approach for the ex-ante assessment of farming practices with respect to their risk for several single-species biodiversity indicators. The approach is based on fuzzy-logic techniques and, thus, is tolerant to the inclusion of sources of uncertain knowledge, such as expert judgment into the assessment. The result of the assessment is a so-called Index of Suitability (IS) for the five selected biotic indicators calculated per farming practice. Results of IS values are presented for the comparison of crops and for the comparison of several production alternatives per crop (e.g., organic vs. integrated farming, mineral vs. organic fertilization, and reduced vs. plow tillage). Altogether, the modeled results show that the different farming practices can greatly differ in terms of their suitability for the different biotic indicators and that the farmer has a certain scope of flexibility in opting for a farming practice that is more in favor of biodiversity conservation. Thus, the approach is apt to identify farming practices that contribute to biodiversity conservation and, moreover, enables the identification of farming practices that are suitable with respect to more than one biotic indicator.
机译:此处介绍的研究描述了一种针对农业实践事前评估几种单一物种生物多样性指标风险的建模方法。该方法基于模糊逻辑技术,因此可以将不确定的知识源(例如专家判断)包括在评估中。评估的结果是针对每种耕作实践计算出的五个选定生物指标的所谓适宜性指数(IS)。给出了IS值的结果,用于比较作物和比较每种作物的几种替代生产方式(例如,有机耕作与综合耕作,矿物耕作与有机施肥以及耕作减耕与耕作)。总体而言,模型化结果表明,不同的耕作方式在适应不同生物指标方面的适用性可能存在很大差异,并且农民在选择更支持生物多样性保护的耕作方式时具有一定的灵活性。因此,该方法易于确定有助于保护生物多样性的耕作方式,此外,还可以确定就一种以上生物指标而言适用的耕作方式。

著录项

  • 来源
    《Journal of Environmental Management》 |2012年第1期|p.132-143|共12页
  • 作者单位

    Institute of Socio-Economics, Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374 Muncheberg, Germany;

    Institute of Land Use Systems, Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374 Muncheberg, Germany;

    Institute of Land Use Systems, Leibniz-Centre for Agricultural Landscape Research (ZALF), Eberswalder Str. 84, 15374 Muncheberg, Germany;

  • 收录信息 美国《科学引文索引》(SCI);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    crop production; biodiversity; modeling; expert judgment; fuzzy logic; MODAM;

    机译:作物生产;生物多样性;造型;专家判断;模糊逻辑;莫达姆;

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