Pankaj P. Tasgaonkar, Rahul Dev Garg, Pradeep Kumar Garg, Kavach Mishra
{"title":"A geospatial information-based framework of emergency services for the tourist spots of Haridwar city","authors":"Pankaj P. Tasgaonkar, Rahul Dev Garg, Pradeep Kumar Garg, Kavach Mishra","doi":"10.1007/s12518-026-00786-z","DOIUrl":null,"url":null,"abstract":"<div><p>Haridwar is a major pilgrimage destination in India that experiences substantial tourist influx, particularly during events such as the duodecennial <i>Kumbh Mela</i>, the <i>Ardh Kumbh Mela</i> in 6 years and the annual <i>Char Dham</i> and <i>Kanwar Yatra</i> pilgrimages. This large congregation of devotees and vehicles poses challenges for emergency response and urban safety. A geospatial information-based framework has been presented here to evaluate the accessibility and response efficiency of emergency services across nine major tourist locations in the city. Geographic information system-based network analysis, including closest facility and service area modelling, was employed to estimate travel time, distance, and optimal routes to hospitals, police stations, and fire stations. Results indicate that most tourist locations are within 4 km and approximately 5 min of the nearest hospital, while police and fire services provide coverage within a 10-minute response threshold. However, locations such as Maa Chandi Devi Temple and Vaishno Devi exhibit relatively higher response times, highlighting spatial disparities in emergency accessibility. The findings demonstrate that the overall emergency coverage is adequate, certain high-altitude and peripheral tourist zones require improved preparedness and strategic planning. The proposed framework provides a decision-support tool for enhancing emergency response and safety in tourism-intensive urban environments.</p></div>","PeriodicalId":46286,"journal":{"name":"Applied Geomatics","volume":"18 4","pages":""},"PeriodicalIF":2.5000,"publicationDate":"2026-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Geomatics","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s12518-026-00786-z","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"REMOTE SENSING","Score":null,"Total":0}
引用次数: 0
Abstract
Haridwar is a major pilgrimage destination in India that experiences substantial tourist influx, particularly during events such as the duodecennial Kumbh Mela, the Ardh Kumbh Mela in 6 years and the annual Char Dham and Kanwar Yatra pilgrimages. This large congregation of devotees and vehicles poses challenges for emergency response and urban safety. A geospatial information-based framework has been presented here to evaluate the accessibility and response efficiency of emergency services across nine major tourist locations in the city. Geographic information system-based network analysis, including closest facility and service area modelling, was employed to estimate travel time, distance, and optimal routes to hospitals, police stations, and fire stations. Results indicate that most tourist locations are within 4 km and approximately 5 min of the nearest hospital, while police and fire services provide coverage within a 10-minute response threshold. However, locations such as Maa Chandi Devi Temple and Vaishno Devi exhibit relatively higher response times, highlighting spatial disparities in emergency accessibility. The findings demonstrate that the overall emergency coverage is adequate, certain high-altitude and peripheral tourist zones require improved preparedness and strategic planning. The proposed framework provides a decision-support tool for enhancing emergency response and safety in tourism-intensive urban environments.
期刊介绍:
Applied Geomatics (AGMJ) is the official journal of SIFET the Italian Society of Photogrammetry and Topography and covers all aspects and information on scientific and technical advances in the geomatics sciences. The Journal publishes innovative contributions in geomatics applications ranging from the integration of instruments, methodologies and technologies and their use in the environmental sciences, engineering and other natural sciences.
The areas of interest include many research fields such as: remote sensing, close range and videometric photogrammetry, image analysis, digital mapping, land and geographic information systems, geographic information science, integrated geodesy, spatial data analysis, heritage recording; network adjustment and numerical processes. Furthermore, Applied Geomatics is open to articles from all areas of deformation measurements and analysis, structural engineering, mechanical engineering and all trends in earth and planetary survey science and space technology. The Journal also contains notices of conferences and international workshops, industry news, and information on new products. It provides a useful forum for professional and academic scientists involved in geomatics science and technology.
Information on Open Research Funding and Support may be found here: https://www.springernature.com/gp/open-research/institutional-agreements