An accurate prediction of environmental carrying capacity of tourist attractions under the coupling influence of multiple factors

In order to overcome the problems of low coordination degree of multi-factor coupling, large deviation of prediction results and low subordinate degree of multi-factor coupling in traditional prediction methods, an accurate prediction method of environmental carrying capacity of tourist attractions under the coupling influence of multiple factors is proposed. The multi-factors influencing the environmental carrying capacity of tourist attractions are described by three elements, and the membership degree of multi-factors is calculated by fuzzy matter-element analysis. The weight coefficient of the influencing factors is determined, so as to build an accurate prediction model, and the influencing factors are added into the model to get accurate prediction results. The experimental analysis has revealed that the utmost level of harmony exhibited in the integration of multiple factors through this approach can attain an exceptional 100% congruency, the prediction deviation rate of bearing capacity is 0.12%, and the membership degree of multi-factor coupling is high.

Authors

Institutions

Publication Details

Journal
International Journal of Environmental Technology and Management
Published
2025-01-01
DOI
https://doi.org/10.1504/ijetm.2025.148981
Primary Topic
Water Resources and Sustainability
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

An accurate prediction of environmental carrying capacity of tourist attractions under the coupling influence of multiple factors

Jie Luo
International Journal of Environmental Technology and Management
Water Resources and Sustainability
article

An accurate prediction of environmental carrying capacity of tourist attractions under the coupling influence of multiple factors

Jie Luo
article en

Abstract

In order to overcome the problems of low coordination degree of multi-factor coupling, large deviation of prediction results and low subordinate degree of multi-factor coupling in traditional prediction methods, an accurate prediction method of environmental carrying capacity of tourist attractions under the coupling influence of multiple factors is proposed. The multi-factors influencing the environmental carrying capacity of tourist attractions are described by three elements, and the membership degree of multi-factors is calculated by fuzzy matter-element analysis. The weight coefficient of the influencing factors is determined, so as to build an accurate prediction model, and the influencing factors are added into the model to get accurate prediction results. The experimental analysis has revealed that the utmost level of harmony exhibited in the integration of multiple factors through this approach can attain an exceptional 100% congruency, the prediction deviation rate of bearing capacity is 0.12%, and the membership degree of multi-factor coupling is high.

International Journal of Environmental Technology and ManagementVol. 28(4/5/6)
Changsha Environmental Protection College (CN)
Openalex Percentile: Top 74%
Water Resources and Sustainability
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.