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請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/664
完整後設資料紀錄
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dc.contributor.advisor孫志鴻
dc.contributor.authorYu-Chun Tsaoen
dc.contributor.author曹宇鈞zh_TW
dc.date.accessioned2021-05-11T04:54:31Z-
dc.date.available2019-08-18
dc.date.available2021-05-11T04:54:31Z-
dc.date.copyright2019-08-18
dc.date.issued2019
dc.date.submitted2019-08-12
dc.identifier.citationAnowar, S., Eluru, N., & Hatzopoulou, M. (2017). Quantifying the value of a clean ride: How far would you bicycle to avoid exposure to traffic-related air pollution? Transportation Research Part A: Policy and Practice, 105, 66-78. doi:https://doi.org/10.1016/j.tra.2017.08.017
Chen, L.-J., Ho, Y.-H., Hsieh, H.-H., Huang, S.-T., Lee, H.-C., & Mahajan, S. (2017). ADF: an Anomaly Detection Framework for Large-scale PM2.5 Sensing Systems. IEEE Internet of Things Journal, PP(99), 1-1. doi:10.1109/jiot.2017.2766085
Cohen, A. J., Brauer, M., Burnett, R., Anderson, H. R., Frostad, J., Estep, K., . . . Forouzanfar, M. H. (2017). Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015. Lancet, 389(10082), 1907-1918. doi:10.1016/s0140-6736(17)30505-6
Ham, W., Vijayan, A., Schulte, N., & Herner, J. D. (2017). Commuter exposure to PM2.5, BC, and UFP in six common transport microenvironments in Sacramento, California. Atmospheric Environment, 167, 335-345. doi:https://doi.org/10.1016/j.atmosenv.2017.08.024
Homayoon, Z., Mohsen, S., & Majid, M. (2015). A New Method for Urban Travel Rout Planning Based on Air Pollution Sensor Data. Current World Environment, 30(48), 699-704. doi:10.12944/CWE.10.Special-Issue1.83
Jarjour, S., Jerrett, M., Westerdahl, D., de Nazelle, A., Hanning, C., Daly, L., . . . Balmes, J. (2013). Cyclist route choice, traffic-related air pollution, and lung function: a scripted exposure study. Environmental Health, 12. doi:10.1186/1476-069x-12-14
LASS-Community. (2018). PM2.5 OPEN DATA PORTAL. Retrieved from https://pm25.lass-net.org/
Lelieveld, J., Evans, J. S., Fnais, M., Giannadaki, D., & Pozzer, A. (2015). The contribution of outdoor air pollution sources to premature mortality on a global scale. Nature, 525, 367. doi:10.1038/nature15371
Li, H. C., Chiueh, P. T., Liu, S. P., & Huang, Y. Y. (2017). Assessment of different route choice on commuters' exposure to air pollution in Taipei, Taiwan. Environmental Science and Pollution Research, 24(3), 3163-3171. doi:10.1007/s11356-016-8000-7
Liu, W.-T., Ma, C.-M., Liu, I. J., Han, B.-C., Chuang, H.-C., & Chuang, K.-J. (2015). Effects of commuting mode on air pollution exposure and cardiovascular health among young adults in Taipei, Taiwan. International Journal of Hygiene and Environmental Health, 218(3), 319-323. doi:https://doi.org/10.1016/j.ijheh.2015.01.003
Molter, A., & Lindley, S. (2015). Influence of walking route choice on primary school children's exposure to air pollution--A proof of concept study using simulation. Sci Total Environ, 530-531, 257-262. doi:10.1016/j.scitotenv.2015.05.118
Park, Y. M., & Kwan, M.-P. (2017). Individual exposure estimates may be erroneous when spatiotemporal variability of air pollution and human mobility are ignored. Health & Place, 43, 85-94. doi:10.1016/j.healthplace.2016.10.002
S. Nedkov, S. Z. (2011). Enabling obstacle avoidance for Google maps' navigation service.
Vamshi, B., & Prasad, R. V. (2018, 5-8 Feb. 2018). Dynamic route planning framework for minimal air pollution exposure in urban road transportation systems. Paper presented at the 2018 IEEE 4th World Forum on Internet of Things (WF-IoT).
Wong, D. W., Yuan, L., & Perlin, S. A. (2004). Comparison of spatial interpolation methods for the estimation of air quality data. Journal Of Exposure Analysis And Environmental Epidemiology, 14, 404. doi:10.1038/sj.jea.7500338
World Health Organiztion. (2018). Ambient (outdoor) air quality and health. Retrieved from http://www.who.int/mediacentre/factsheets/fs313/en/
行政院環境保護署. (2015). 清淨空氣行動計畫.
行政院環境保護署. (2018a). 空氣品質指標 - 各項污染物. Retrieved from https://taqm.epa.gov.tw/taqm/tw/b0202.aspx
行政院環境保護署. (2018b). 空氣品質監測網. Retrieved from https://taqm.epa.gov.tw/taqm/tw/b0905.aspx
行政院環境保護署. (2018c). 環境即時通. Retrieved from https://www.epa.gov.tw/Page/6796FBDB3AC1C58F/50cf1d33-e9cb-4b0b-98cf-12b1f8e90a51
行政院環境保護署空保處. (2018). 臺北都會區通勤期間之空氣污染物暴露量調查. Retrieved from https://enews.epa.gov.tw/enews/fact_Newsdetail.asp?InputTime=1070531152746
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/handle/123456789/664-
dc.description.abstract世界上許多城市面臨空氣污染的問題,多數研究已證實空氣污染對於人體健康的危害,民眾對於空氣品質的意識快速高漲,雖然近幾年政府提出相關減少空氣污染排放的方案,但無法立即且大量的減少污染排放源,在改善空氣品質的過渡期中,透過預警與建議的方式,給予民眾對於空氣品質的資訊,輔助活動上的決策將能降低空氣污染暴露。空氣污染暴露量的計算,與測站及人類活動在時間及空間上都有密切的關係,隨著近幾年環境微感測器的數量持續增加,空氣污染監測資料於空間及時間上的密度有所提升,更能即時反應民眾所接觸到的空氣品質狀態,而在目前的預警應用上,對於空氣污染暴露量的路線選擇仍有待發展,過去研究在於空氣污染暴露量的評估上,多數強調最低暴露量路線所帶來的益處,卻忽略了實際生活中,民眾對於路線選擇上的成本考量以及路線變化後所帶來的影響,且在實際應用上,將需要蒐集及維護網絡圖層以進行路線規劃,資料的更新及維護上將是一個問題。故本研究利用微感測器資料,進行都市區域空氣污染暴露量的推估,考量距離與空氣污染暴露量進行路線規劃,提供日常生活中路線選擇上的幫助,並基於線上地圖服務建置空間決策支援系統,嘗試改善資料蒐集及維護上的問題。zh_TW
dc.description.abstractIn this world, many cities are facing air pollution problems. As studies have confirmed that air pollution is harmful to human health, the public consciousness of air quality has been raised rapidly. Although the government has proposed a plan to reduce air pollution emissions in recent years, it cannot reduce the source of pollution immediately and massively. During the transition period to improve air quality, early warning and recommendations will be given to people about air quality information, and decision-making on supporting activities will reduce air pollution exposure. The location of the air quality sensor and human activities at different times and spaces will affect the calculation of air pollution exposure. In recent years, the number of environmental micro-sensors has continued to increase, the spatial and temporal resolution of data has increased, and air quality values can be received more quickly. In the current air pollution warning application, the route selection for air pollution exposure still needs to be developed. In past studies, the assessment of air pollution exposure mostly emphasized the benefits of the minimum exposure route, but ignored the cost of route selection and the impact of route changes in real life. In practical applications, they will need to collect and maintain network layers for route planning. Updating and maintaining the data on the system will be a problem. Therefore, this study use the micro-sensor data to estimate the exposure of urban air pollution, consider the distance and air pollution exposure to carry out route planning, and provide assistance in route selection in daily life. And based on online map services to build a spatial decision support systems, try to improve data collection and maintenance issues.en
dc.description.provenanceMade available in DSpace on 2021-05-11T04:54:31Z (GMT). No. of bitstreams: 1
ntu-108-R06228020-1.pdf: 6139965 bytes, checksum: 84f8cdb7d24f2a3ef020d4521abbe6f9 (MD5)
Previous issue date: 2019
en
dc.description.tableofcontents第一章 緒論 1
1.1 研究動機 1
1.2 研究目的 3
1.3 研究限制 4
第二章 文獻回顧 5
2.1 空氣污染現況及對健康的影響 5
2.2 空氣品質資料蒐集與應用 7
2.3 空氣污染資訊於路徑選擇上的應用 15
2.4 文獻評析 20
第三章 研究方法 22
3.1 研究流程 22
3.2 研究範圍 23
3.3 資料說明 24
3.4 分析流程 25
第四章 系統設計 36
4.1 系統概述 36
4.2 系統總體設計 37
第五章 成果及討論 42
5.1 系統成果展示 42
5.2 空氣品質資料的獲取 44
5.3 空間推估 45
5.4 路線暴露量計算 46
5.5 路線修正 47
5.6 系統建置 49
第六章 結論與建議 51
6.1 結論 51
6.2 建議 51
參考文獻 52
附錄一 系統程式碼 54
dc.language.isozh-TW
dc.subject空間決策支援系統zh_TW
dc.subject空氣污染暴露量zh_TW
dc.subject路線規劃zh_TW
dc.subjectWebGISzh_TW
dc.subjectRoute planningen
dc.subjectWebGISen
dc.subjectSpatial Decision Support Systemsen
dc.subjectAir pollution exposureen
dc.title空氣污染暴露路線選擇空間決策支援系統之研究zh_TW
dc.titleA Spatial Decision Support System for Route Choice of Air Pollution Exposureen
dc.date.schoolyear107-2
dc.description.degree碩士
dc.contributor.oralexamcommittee蔡博文,周學政
dc.subject.keyword空氣污染暴露量,路線規劃,WebGIS,空間決策支援系統,zh_TW
dc.subject.keywordAir pollution exposure,Route planning,WebGIS,Spatial Decision Support Systems,en
dc.relation.page80
dc.identifier.doi10.6342/NTU201903250
dc.rights.note同意授權(全球公開)
dc.date.accepted2019-08-13
dc.contributor.author-college理學院zh_TW
dc.contributor.author-dept地理環境資源學研究所zh_TW
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