Evaluation of ecotourism environmental carrying capacity in nature reserves based on improved Bayesian network

To address the discrepancies between the assessment outcomes and the true evaluation outcomes, long time-consuming and low satisfaction rate of the traditional evaluation methods, an evaluation method of ecotourism environmental carrying capacity in nature reserves based on improved Bayesian network was proposed. Taking the coastal wetland nature reserve as the research object, this paper analyses the impact factors of ecotourism environmental carrying capacity, and establishes the evaluation index system. The evaluation model of ecotourism environmental carrying capacity based on an improved Bayesian network is established, and then the evaluation index data is added into the model to obtain the evaluation results of ecotourism environmental carrying capacity. The experimental results show that the evaluation results of the proposed method are consistent with the actual evaluation results, the maximum time is 5.3 min, and the satisfaction rate of bearing capacity evaluation results is 94%.

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Publication Details

Journal
International Journal of Environmental Technology and Management
Published
2025-01-01
DOI
https://doi.org/10.1504/ijetm.2025.148987
Primary Topic
E-commerce and Technology Innovations
Type
article
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article

Evaluation of ecotourism environmental carrying capacity in nature reserves based on improved Bayesian network

Yuanchao Hu
International Journal of Environmental Technology and Management
E-commerce and Technology Innovations
article

Evaluation of ecotourism environmental carrying capacity in nature reserves based on improved Bayesian network

Yuanchao Hu
article en

Abstract

To address the discrepancies between the assessment outcomes and the true evaluation outcomes, long time-consuming and low satisfaction rate of the traditional evaluation methods, an evaluation method of ecotourism environmental carrying capacity in nature reserves based on improved Bayesian network was proposed. Taking the coastal wetland nature reserve as the research object, this paper analyses the impact factors of ecotourism environmental carrying capacity, and establishes the evaluation index system. The evaluation model of ecotourism environmental carrying capacity based on an improved Bayesian network is established, and then the evaluation index data is added into the model to obtain the evaluation results of ecotourism environmental carrying capacity. The experimental results show that the evaluation results of the proposed method are consistent with the actual evaluation results, the maximum time is 5.3 min, and the satisfaction rate of bearing capacity evaluation results is 94%.

International Journal of Environmental Technology and ManagementVol. 28(4/5/6)
Sanya University (CN)
Openalex Percentile: Top 48%
E-commerce and Technology Innovations
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