异常空气质量的影响:游客在乡村旅游中的决策行为研究

IF 1 Q4 ENGINEERING, ENVIRONMENTAL
Xianjuan Zu
{"title":"异常空气质量的影响:游客在乡村旅游中的决策行为研究","authors":"Xianjuan Zu","doi":"10.1680/jenes.23.00093","DOIUrl":null,"url":null,"abstract":"In recent years, the increasingly severe air pollution has not only posed a threat to residents’ health but also had a significant influence on tourists’ travel decision-making behaviors. This study utilized the empirical dynamic model-long short-term memory (EDM-LSTM) model to predict air pollutant concentrations in Xidi Village and investigated their impact on tourists’ travel decisions. According to the results, there is a negative correlation between air quality and air quality index (AQI). The lowest AQI indices were recorded in May and August 2022, with visitor numbers reaching 12,305 and 11,705 respectively. During the period from May to October, except for O3 which reached a maximum concentration of 157 ug/m3, all other pollutant concentrations remained at low levels. According to the model’s predictions, Xidi Village often experiences high concentrations of air pollutants during the spring and winter seasons, leading to hazy weather. This information provides accurate air quality data for tourists, helping them avoid periods of severe pollution at their travel destinations and reducing travel risks.","PeriodicalId":15665,"journal":{"name":"Journal of Environmental Engineering and Science","volume":null,"pages":null},"PeriodicalIF":1.0000,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Impact of abnormal air quality: a study on tourists’ decision-making behavior during rural tourism\",\"authors\":\"Xianjuan Zu\",\"doi\":\"10.1680/jenes.23.00093\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In recent years, the increasingly severe air pollution has not only posed a threat to residents’ health but also had a significant influence on tourists’ travel decision-making behaviors. This study utilized the empirical dynamic model-long short-term memory (EDM-LSTM) model to predict air pollutant concentrations in Xidi Village and investigated their impact on tourists’ travel decisions. According to the results, there is a negative correlation between air quality and air quality index (AQI). The lowest AQI indices were recorded in May and August 2022, with visitor numbers reaching 12,305 and 11,705 respectively. During the period from May to October, except for O3 which reached a maximum concentration of 157 ug/m3, all other pollutant concentrations remained at low levels. According to the model’s predictions, Xidi Village often experiences high concentrations of air pollutants during the spring and winter seasons, leading to hazy weather. This information provides accurate air quality data for tourists, helping them avoid periods of severe pollution at their travel destinations and reducing travel risks.\",\"PeriodicalId\":15665,\"journal\":{\"name\":\"Journal of Environmental Engineering and Science\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2024-02-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Environmental Engineering and Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1680/jenes.23.00093\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Environmental Engineering and Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1680/jenes.23.00093","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0

摘要

近年来,日益严重的空气污染不仅威胁着居民的健康,也对游客的旅游决策行为产生了重要影响。本研究利用经验动态模型-长短期记忆(EDM-LSTM)模型预测西递村的空气污染物浓度,并研究其对游客旅游决策的影响。结果显示,空气质量与空气质量指数(AQI)呈负相关。2022 年 5 月和 8 月的空气质量指数最低,游客人数分别达到 12305 人和 11705 人。在 5 月至 10 月期间,除臭氧浓度最高达到 157 微克/立方米外,其他污染物浓度均保持在较低水平。根据模型预测,西递村在春季和冬季经常出现高浓度空气污染物,导致雾霾天气。这些信息为游客提供了准确的空气质量数据,帮助他们避开旅游目的地的严重污染时段,降低出行风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impact of abnormal air quality: a study on tourists’ decision-making behavior during rural tourism
In recent years, the increasingly severe air pollution has not only posed a threat to residents’ health but also had a significant influence on tourists’ travel decision-making behaviors. This study utilized the empirical dynamic model-long short-term memory (EDM-LSTM) model to predict air pollutant concentrations in Xidi Village and investigated their impact on tourists’ travel decisions. According to the results, there is a negative correlation between air quality and air quality index (AQI). The lowest AQI indices were recorded in May and August 2022, with visitor numbers reaching 12,305 and 11,705 respectively. During the period from May to October, except for O3 which reached a maximum concentration of 157 ug/m3, all other pollutant concentrations remained at low levels. According to the model’s predictions, Xidi Village often experiences high concentrations of air pollutants during the spring and winter seasons, leading to hazy weather. This information provides accurate air quality data for tourists, helping them avoid periods of severe pollution at their travel destinations and reducing travel risks.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
1.60
自引率
0.00%
发文量
20
审稿时长
12 months
期刊介绍: Journal of Environmental Engineering and Science is an international, peer-reviewed publication providing a forum for the dissemination of environmental research, encouraging interdisciplinary research collaboration to address environmental problems. It addresses all aspects of environmental engineering and applied environmental science, with the exception of noise, radiation and light.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信