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Ensemble Belief Rule-Based Model for Ecological Security of Land Resource Evaluation

机译:基于集成信念规则的土地资源生态安全评价模型

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Ecological security of land resource (ESLR) evaluation is a significant part in ecological environment protection and sustainable development. In order to consider the multiple influencing factors comprehensively, obtain a traceable and interpretable evaluation result, an evaluation process of ESLR based on the Ensemble Belief Rule-Based (Ensemble-BRB) model is proposed in this paper. The Ensemble-BRB model is a combination of several weak BRB models, each of which evaluates the ESLR from part of the influencing factors. Weighted averaging is introduced as the combination method to integrate the evaluation results of different weak BRB models. An ESLR evaluation case in Hunan Province, China is investigated to validate the feasibility and efficiency of the proposed method. The evaluation results can support the decision makers to develop targeted protection measures of land ecological.
机译:土地资源生态安全评价是生态环境保护和可持续发展的重要组成部分。为了综合考虑多种影响因素,获得可追溯和可解释的评价结果​​,本文提出了基于基于集合信念规则(Ensemble-BRB)模型的ESLR评价过程。 Ensemble-BRB模型是几个弱BRB模型的组合,每个模型都从部分影响因素评估ESLR。引入加权平均作为组合方法,以整合不同弱BRB模型的评估结果。以中国湖南省的一个ESLR评估案例为例,验证了该方法的可行性和有效性。评价结果可以支持决策者制定针对性的土地生态保护措施。

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