Decision-Aiding Transit-Tracker Methodology for Bus Scheduling Using Real Time Information to Ameliorate Traffic Congestion in the Kathmandu Valley of Nepal — Oak Academic Publishing
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Decision-Aiding Transit-Tracker Methodology for Bus Scheduling Using Real Time Information to Ameliorate Traffic Congestion in the Kathmandu Valley of Nepal
School of Geoscience, Physics, and Safety Science, University of Central Missouri, Warrensburg, USA
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School of Computer Science and Mathematics, University of Central Missouri, Warrensburg, USA
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College of Health, Science and Technology, University of Central Missouri, Warrensburg, USA
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School of Computer Science and Mathematics, University of Central Missouri, Warrensburg, USA
1 School of Geoscience, Physics, and Safety Science, University of Central Missouri, Warrensburg, USA
2 School of Computer Science and Mathematics, University of Central Missouri, Warrensburg, USA
3 College of Health, Science and Technology, University of Central Missouri, Warrensburg, USA
4 School of Computer Science and Mathematics, University of Central Missouri, Warrensburg, USA
The bustling urban environment of Kathmandu Valley is characterized by unprecedented traffic congestion. Due to its bowel-shaped geography, gusty winds rarely remove vehicular emissions from the urban atmosphere, making Kathmandu one of Asia’s most polluted cities, 100th city in global pollution index. Over 500,000 vehicles travel daily on over 1600 km of roads covering over 675 sq · km urban area. Thousands of low occupancy vehicles are added each year to the urban public transit system (UPTS). Kathmandu faces worse and unreliable traffic from the current UPTS mostly with low occupancy vehicles. Around 4.5 million urban denizens, both permanent and transient residents, suffer from unreliable UPTS. Traffic rules and daily transportation schedules are rarely followed, resulting in frequent traffic jams and accidents. Once experienced, visitors try avoiding the UPTS. Tourism, annually contributing almost 8 percent to Nepal’s total annual GDP, also suffers from poor UPTS. Planners, policy makers, and politicians (P-actors) are seeking ways to improve sustainable UPTS to ameliorate stresses to family life and working hours for the urban majority. Aiming to help P-actors, we propose a transit-tracker model that uses real time information (RTI) in mobile phones and web-embedded devices to inform travelers, drivers, government authorities, and sub-admins. We argue that unreliability in the UPTS motivates urban elites to add more low occupancy vehicles, which in turn reduces already shrunken urban spaces and contributes more per capita air pollution than multi-occupancy vehicles. Since mobile and smart phones are capable of processing RTI to generate meaningful information and inform various stakeholders in communicable languages, we argue that replacing low occupancy vehicles with multi-occupancy buses within a Bus Rapid Transit (BRT) system, on main roads with fixed schedules and strict traffic rules, would not only improve UPTS, but also reduce pollution in the Kathmandu Valley.
KeywordsUrban Public Transportation System (UPTS)P-ActorsSustainabilityDisasterPollutionAccidentBus Rapid Transit (BRT)
Yue, W.S., Hoy, C.W. and Chye, K.K. (2017) A Preliminary Survey Analysis of School Shuttle Bus System towards Smart Mobility Solutions. AIP Conference Proceedings, 1891, Article ID: 020146. https://doi.org/10.1063/1.5005479
World Atlas (2017) The World Atlas Best of 2017. https://www.worldatlas.com/articles/the-world-atlas-best-of-2017.html
Gurung, J. and Lama, A.K. (2017) Nature Tourism. MyRepublica. https://myrepublica.nagariknetwork.com/news/20484/
Neff, J. and Dickens, M. (2016) Public Transportation Fact Book. American Public Transportation Association, Washington DC.
Brakewood, C., Barbeau, S. and Watkins, K. (2014) An Experiment Evaluating the Impacts of Real-Time Transit Information on Bus Riders in Tampa, Florida. Transportation Research Part A: Policy and Practice, 69, 409-422. https://doi.org/10.1016/j.tra.2014.09.003
Walker, J. (2014) Human Transit. Island Press, Washington DC.
Carrel, A., Halvorsen, A. and Walker, J. (2013) Passengers’ Perception of and Behavioural Adaptation to Unreliability in Public Transportation. Transportation Research Record: Journal of the Transportation Research Board, 2351, 153-162. https://doi.org/10.3141/2351-17
Schweiger, C. (2011) Use and Deployment of Mobile Device Technology for Real-Time Transit Information. Transportation Research Board, Washington DC.
Levinson, H.S., Zimmerman, S., Clinger, J., Harris, D.M.J.M. and Rutherford, C.S. (2002) Bus Rapid Transit: AN Overview. Journal of Public Transportation, 5, 1-30. https://doi.org/10.5038/2375-0901.5.2.1
Harrington, P., Kelker, R. F. and DeLeuw, C.E. (1937) A Comprehensive Local Transportation Plan for the City of Chicago.
Mass Transportation Survey (1959) National Capital Region, Civil Engineering Report. DeLeuw Cather & Co., January. https://www.enotrans.org/etl-material/1959-national-capital-region-mass-transportation-survey/
W. C. Gilman & Co. (1959) St. Louis Metropolitan Area Transportation Study. Prepared for the City of St. Louis and St. Louis County, August.
Barton-Aschman Associates (1971) Milwaukee Area Transit Plan: A Mass Transit Technical Study. June 1971.
Zhang, F., Shen, Q. and Clifton, K.J. (2008) Examination of Traveler Responses to Real-Time Information about Bus Arrivals Using Panel Data. Transportation Research Record: Journal of the Transportation Research Board, 2082, 107-115. https://doi.org/10.3141/2082-13
Ferris, B., Watkins, K. and Borning, A. (2010) OneBusAway: Results from Providing Real-Time Arrival Information for Public Transit. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Atlanta, Georgia, 10-15 April 2010, 1807-1816. https://doi.org/10.1145/1753326.1753597
Gooze, A., Watkins, K.E. and Borning, A. (2013) Benefits of Real-Time Transit Information and Impacts of Data Accuracy on Rider Experience. Transportation Research Record: Journal of the Transportation Research Board, 2351, 95-103. https://doi.org/10.3141/2351-11
Dale, P. (2005) Introduction to Mathematical Techniques Used in GIS. CRC Press, Boca Raton.
Panday, A.K. and Prinn, R.G. (2009) Diurnal Cycle of Air Pollution in the Kathmandu Valley, Nepal: Observations. Journal of Geophysical Research: Atmospheres, 114, D09305. https://doi.org/10.1029/2008JD009777
Saud, B. and Paudel, G. (2018) The Threat of Ambient Air Pollution in Kathmandu, Nepal. Journal of Environmental and Public Health, 2018, Article ID: 1504591. https://doi.org/10.1155/2018/1504591
Parajuly, K. (2016) Clean up the Air in Kathmandu. Nature, 533, 321. https://doi.org/10.1038/533321e
CANN (2014) Clean Energy Nepal. Air Quality Status and Management in Kathmandu Valley. Clean Air Network Nepal (CANN). http://www.cen.org.np/uploaded/AQ%20Status%20and%20Managment%20in%20KV_Maya%20 Factsheet%205.pdf
Regmi, R.P., Kitada, T. and Kurata, G. (2003) Numerical Simulation of Late Wintertime Local Flows in Kathmandu Valley, Nepal: Implication for Air Pollution Transport. Journal of Applied Meteorology and Climatology, 42, 404-416. https://doi.org/10.1175/1520-0450(2003)042 2.0.CO;2
Mahat, J.J. (2019) Remittance Economy and Nepal. Business360°. https://www.b360nepal.com/innovation/remittance-economy-and-nepal.html
Nepal Economy (2018) Economy Overview. Nepal Economy 2018. CIA World Factbook and Other Sources. https://theodora.com/wfbcurrent/nepal/nepal_economy.html
World Bank (2011) Migration and Remittances Fact Book. World Bank, Washington DC.
World Bank (2012) World Bank Brief on Global Migration and Remittances. World Bank, Washington DC.
Xinhua (2014) Contribution of Remittance to GDP Reaches 25 Percent. Xinhua. http://www.globaltimes.cn/content/866600.shtml
Joshi, K. (2019) Road Widening in the Kathmandu Valley—What Is the Point? Architecture Category Article. https://spacesnepal.net/2017/05/12/road-widening-in-the-kathmandu-valley-whats-the-point/?fbclid=IwAR18gACO1pWpYFbvP81Xuz56P8PInNMDKZEl3g2Xb6h_O-AUFfI1L6Yi6Jo
Bhattarai, K. and Conway, D. (2010) Urban Vulnerabilities in the Kathmandu Valley, Nepal: Visualizations of Human/Hazard Interactions. Journal of Geographic Information System, 2, 63-84. https://doi.org/10.4236/jgis.2010.22012
Bhattarai, K. (2015) Bright Lights, Big Cities. The Kathmandu Post. http://kathmandupost.ekantipur.com/printedition/news/2015-02-09/bright-lights-big-cities.html
Bhattarai, K. (2018) Managing Urban Traffic. MyRepublica. https://myrepublica.nagariknetwork.com/news/managing-urban-traffic/
Shrestha, A. (2018) Kathmandu’s Roads Are Widening, but There’s No Space for Pedestrians. The Kathmandu Post. http://kathmandupost.ekantipur.com/news/2018-12-22/kathmandus-roads-are-widening-but- theres-no-space-for-pedestrians.html
Burathoki, V. (2018) Professor at Nepal Engineering College, Specialist in City Development. In: Shrestha, A., Ed., Kathmandu’s Roads Are Widening, but There’s No Space for Pedestrians.
Sharma, B. (2019) Urban Sprawl Turns 172 Petrol Pumps in Kathmandu Valley into Safety Hazards. MyRepublica. https://myrepublica.nagariknetwork.com/news/urban-sprawl-turns-172-petrol-pumps-in-kathmandu-valley-into-safety-hazards/
WWTG.Com (2018) Air Pollution in Kathmandu—What You Should Know. World-Weather-Travellers-Guide.com. https://www.world-weather-travellers-guide.com/air-pollution-in-kathmandu.html
Clean Energy Nepal (2014) Renewable Energy Powers Rural Nepal into the Future. http://www.worldbank.org/en/news/feature/2014/02/05/renewable-energy-powers-rural-nepal-into -the-future
MSTE (2014) Ministry of Science, Technology and Environment. Government of Nepal.
Thapa, G. and Adhikari, A.K. (2016) Kathmandu: The Third Most Polluted City in the World. The Kathmandu Post. http://kathmandupost.ekantipur.com/news/2016-03-19/kathmandu-the-third-most-polluted-city-in -the-world.html
Numbeo.Com (2016) Pollution in Kathmandu, Nepal. https://www.numbeo.com/pollution/in/Kathmandu
WHO. World Health Organization (2017) Nepal Urban Health Profile. http://www.who.int/kobe_centre/measuring/urbanheart/nepal.pdf
CDC (2017) Air Quality. Particle Pollution. Centers of Disease Control and Prevention (CDC). https://www.cdc.gov/air/particulate_matter.html
Gautam, D.R. (2015) Air Pollution: Its Causes and Consequences With Reference To Kathmandu Metropolitan City. The Third Pole: Journal of Geography Education, 8, 27-33. https://doi.org/10.3126/ttp.v8i0.11509
Xing, Y.F., Xu, Y.H., Shi, M.H. and Lian, Y.X. (2016) The Impact of PM2.5 on the Human Respiratory System. Journal of Thoracic Disease, 8, E69-E74.
WHO. World Health Organization (2017) Air Pollution. http://www.who.int/topics/air_pollution/en
WHO. World Health Organization (2017) An Estimated 12.6 Million Deaths Each Year Are Attributable to Unhealthy Environments. Media Center. http://www.who.int/mediacentre/news/releases/2016/deaths-attributable-to-unhealthy- environments/en/
Li, Z., Bian, X., Yin, J., Zhang, X. and Mu, G. (2016) The Effect of Air Pollution on the Occurrence of Nonspecific Conjunctivitis. Journal of Ophthalmology, 2016, Article ID: 3628762. https://doi.org/10.1155/2016/3628762
Wang, Y., Kloog, I., Coull, B.A., Kosheleva, A., Zanobetti, A. and Schwartz, J.D. (2016) Estimating Causal Effects of Long-Term PM2.5 Exposure on Mortality in New Jersey. Environmental Health Perspectives, 124, 1182-1188. https://doi.org/10.1289/ehp.1409671
Crouse, D.L., Peters, P.A. and Hystad, P. (2015) Ambient PM2.5, O3, and NO2 Exposures and Associations with Mortality over 16 Years of Follow-Up in the Canadian Census Health and Environment Cohort (CanCHEC). Environmental Health Perspectives, 123, 1180-1186. https://doi.org/10.1289/ehp.1409276
Beelen, R., Raaschou-Nielsen, O. and Stafoggia, M. (2014) Effects of Long-Term Exposure to Air Pollution on Natural-Cause Mortality: An Analysis of 22 European Cohorts within the Multicentre ESCAPE Project. The Lancet, 383, 785-795. https://doi.org/10.1016/S0140-6736(13)62158-3
AFP (2017) Bus Mafia Controlling Nepal’s Smog-Choked Capital. https://www.geo.tv/latest/138336-Bus-mafia-controlling-Nepals-smog-choked-capital
Shresthat, N.R. and Bhattarai, K. (2017) Historical Dictionary of Nepal. 2nd Edition, Rowman & Littlefiel. Lanham. Bouler, New York, London.
Dixit, H. (2017) Getting-Around-Kathmandu. Spotlight, 10. https://www.spotlightnepal.com/2017/03/09/getting-around-kathmandu/
DUDBC (2018) Department of Urban Development and Building Construction. Ministry of Urban Development. Government of Nepal. http://dudbc.gov.np/
Black, W.R. and Nijkamp, P. (2002) Social Change and Sustainable Transport. Barnes and Noble, New York.
Bhattarai, K. (2018) Nepal’s Smart City Dream. MyRepublica. https://myrepublica.nagariknetwork.com/news/nepals-smart-city-dream/
WHO (2018) Road Traffic Kills 350,000 Children a Year. WHO Quoted in the Telegraph News. https://www.telegraph.co.uk/news/2018/05/25/road-traffic-kills-350000-children-year/
Rana, U. (2018) Kathmandu Taking to Taxi APPS. Business360°. https://www.b360nepal.com/feature/kathmandu-taking-to-taxi-apps.html
Sinnott, R. (1984) Virtues of the Haversine. Sky & Telescope, 68, 158.
Black, W.R. (2010) Sustainable Transportation: Problems and Solutions. The Guilford Press, New York, London.
State of Delaware (2018) Division of Waste and Hazardous Substances. State of Delaware. http://www.dnrec.delaware.gov/dwhs/info/Pages/OzonePublicTrans.aspx
Spector, J. (2018) Study: Electric Buses Already Emit Less Carbon than Diesel Buses, In Any State: And Their Climate Impact Will Decrease as the Grid Gets Cleaner. https://www.greentechmedia.com/articles/read/study-electric-buses-already-emit-less-carbon-than -diesel-buses-in-any-stat#gs.WbGiWwRp
Dhimal, M., Bhusal, C.L. and Bhattarai, L. (2009) Situation Analysis of Environmental Health in Nepal 2009. Technical Report. https://www.researchgate.net/publication/263051422_Situation_Analysis_of_Environmental_Health _in_Nepal_2009
Tuladhar, B. (2004) Health Impacts of Kathmandu’s Air Pollution. PowerPoint PPT Presentation. https://www.slideserve.com/abra/health-impacts-of-kathmandu-s-air-pollution
ADB (2006) Country Synthesis Report on Urban Air Quality Management—Nepal- Manila. Asian Development Bank.
Vasic, A.-M. and Weilenmann, M. (2006) Comparison of Real-World Emission from Two-Wheelers and Passenger Cars. Environmental Science & Technology, 40, 149-154. http://pubs.acs.org/cgi-bin/article.cgi/esthag/2006/40/i01/html/es0481023.html https://doi.org/10.1021/es0481023
Watanatada, T., Harrall, C.G., Paterson, W.D.O., Dhareshwar, A.M., Bhandari, A. and Tsunokawa, K. (1987) The Highway Design and Maintenance Standards Model. World Bank.
Cocchia, A. (2014) Smart and Digital City: A Systematic Literature Review. In: Dameri, R. and Rosenthal-Sabroux, C., Eds., Smart City. Progress in IS, Springer, Cham, 13-43. https://link.springer.com/chapter/10.1007/978-3-319-06160-3_2 https://doi.org/10.1007/978-3-319-06160-3_2
KC, Apil (2019) Plan to Add 2 Million People in the Kathmandu Valley. Setopati. https://setopati.com/opinion/175357
Setopati (2019) Crowded Kathmandu City.
The World Bank (2017) Death in the Air: Air Pollution Costs Money and Lives. http://www.worldbank.org/content/dam/infographics/780xany/2016/sep/WB_cost-of-pollution-infographic-ENGLISH_for_web.jpg
Shrestha, S. (2016) Dispelling Air Pollution Myths in Kathmandu. International Center for Integrated Mountain Development (ICIMOD). http://www.icimod.org/?q=23487
Kc, A., Wrammert, J., Nelin, V., Ewald, J., Clark, R. and Målqvist, M. (2015) Level of Mortality Risk for Babies Born Preterm or with a Small Weight for Gestation in a Tertiary Hospital of Nepal. BMC Public Health, 15, 877. https://doi.org/10.1186/s12889-015-2232-1
Malley, C.S., Kuylenstierna, J.C., Vallack, H.W., Henze, D.K., Blencowe, H. and Ashmore, M.R. (2017) Preterm Birth Associated with Maternal Fine Particulate Matter Exposure: A Global, Regional and National Assessment. Environment International, 101, 173-182. https://doi.org/10.1016/j.envint.2017.01.023
The Lancet Planetary Health (2017) Government Indifference over Air Pollution Crisis in Delhi. The Lancet Planetary Health, 1, e348. https://doi.org/10.1016/S2542-5196(17)30165-1
Cohen, A.J., Brauer, M. and Burnett, R. (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. The Lancet, 389, 1907-1918. https://doi.org/10.1016/S0140-6736(17)30505-6
Gkiotsalitis, K. and Stathopoulos, A. (2015) A Mobile Application for Real-Time Multimodal Routing Under a Set of Users’ Preferences. Journal of Intelligent Transportation Systems, 19, 149-166. https://doi.org/10.1080/15472450.2013.856712
CBS (2013) Central Bureau of Statistics. National Commission of Nepal. Government of Nepal.
Department of Environment (DoEnv) (2017) Air Quality Monitoring. http://pollution.gov.np/
SEI (2007) A Strategic Approach for Air Pollution Reduction in Kathmandu Valley. Stockholm Environment Institute. Policy Brief.
Shindell, D., Kuylenstierna, J.C.I. and Vignati, E. (2012) Simultaneously Mitigating Near-Term Climate Change and Improving Human Health and Food Security. Science, 335, 183-189. https://doi.org/10.1126/science.1210026
MoHP (2014) Ministry of Health and Population. Government of Nepal. Katmandu, Nepal.
Bhandari, G.P., Angdembe, M.R., Dhimal, M., Neupane, S. and Bhusal, C. (2014) State of Non-Communicable Diseases in Nepal. BMC Public Health, 14, 23. https://doi.org/10.1186/1471-2458-14-23
Bhandari, A.A., Gautam, R. and Bhandari, R. (2015) Knowledge and Practice on Prevention of Respiratory Health Problems among Traffic Police in Kathmandu, Nepal. International Scholarly Research Notices, 2015, Article ID: 716257. https://doi.org/10.1155/2015/716257
Bashyal, A., Majumder, A.K. and Khanal, A.N. (2008) Quantification of PM10 Concentration in Occupational Environment of Traffic Police Personnel in Pokhara Sub-Metropolitan City, Nepal. Kathmandu University Journal of Science, Engineering and Technology, 4, 73-80. https://doi.org/10.3126/kuset.v4i1.2886
Shrestha, H.S., Nepal, O., Khanal, K. and Kapoor, B.K. (2015) A Cross-Sectional Study of Lung Functions in Traffic Police Personnel at Work in Kathmandu Valley, Nepal. Annals of Clinical Chemistry and Laboratory Medicine, 1, 42-48. https://doi.org/10.3126/acclm.v1i1.12315