Asempah, M., Sahwan, W., & Schütt, B. (2021). Assessment of land cover dynamics and drivers of urban expansion using geospatial and logistic regression approach in Wa Municipality, Ghana. Land. https://doi.org/10.3390/land10111251
Article
Google Scholar
Bank of Thailand. (2022). Value of exported and imported goods through the Thai-Laos custom checkpoint in northeastern Thailand. https://www.bot.or.th/App/BTWS_STAT/statistics/ReportPage.aspx?reportID=549&language=th
Boonkrajangsopee, W. (2009). Conservation and renewal guidelines of old community area Srikhunmuang Temple, Srimuang Temple and Lumduan Temple, Nong Khai Province [Master’s thesis, Chulalongkorn University]. Chulalongkorn University Intellectual Repository. http://cuir.car.chula.ac.th/handle/123456789/16096
Cao, H., Liu, J., Chen, J., Gao, J., Wang, G., & Zhang, W. (2019). Spatiotemporal patterns of urban land use change in typical cities in the Greater Mekong Subregion (GMS). Remote Sensing, 11(7), 801. https://doi.org/10.3390/rs11070801
Article
Google Scholar
Chen, D., Yu, Q., Hu, Q., Xiang, M., Zhou, Q., & Wu, W. (2018). Cultivated land change in the Belt and Road Initiative region. Journal of Geographical Sciences, 28(11), 1580–1594. https://doi.org/10.1007/s11442-018-1530-9
Article
Google Scholar
Cheng, J., & Masser, I. (2003). Urban growth pattern modeling: A case study of Wuhan City, PR China. Landscape and Urban Planning, 62(4), 199–217. https://doi.org/10.1016/S0169-2046(02)00150-0
Article
Google Scholar
Chotchaiwong, P., & Wijitkosum, S. (2019). Predicting urban expansion and urban land use change in Nakhon Ratchasima city using a CA-Markov Model under two different scenarios. Land, 8, 140. https://doi.org/10.3390/land8090140
Article
Google Scholar
Dadashpoor, H., Azizi, P., & Moghadasi, M. (2019). Analyzing spatial patterns, driving forces and predicting future growth scenarios for supporting sustainable urban growth: Evidence from Tabriz metropolitan area, Iran. Sustainable Cities and Society, 47, 101502. https://doi.org/10.1016/j.scs.2019.101502
Article
Google Scholar
Davivongs, V., Yokohari, M., & Hara, Y. (2012). Neglected canals: Deterioration of indigenous irrigation system by urbanization in the west peri-urban area of Bangkok Metropolitan region. Water, 4(1), 12–27. https://doi.org/10.3390/w4010012
Article
Google Scholar
Department of Foreign Trades. (2017). The statistic of border trade of Thailand (2015–2017). https://www.dft.go.th/Portals/3/Book%20border%20Trad%20%E0%B8%98.%E0%B8%84%202560%20new.pdf
Dong, Y., Liu, Y., & Chen, J. (2014). Will urban expansion lead to an increase in future water pollution loads?—A preliminary investigation of the Haihe River Basin in Northeastern China. Environmental Science and Pollution Research, 21(11), 7024–7034. https://doi.org/10.1007/s11356-014-2620-6
Article
Google Scholar
Durina, Nagasawa, R., & Patanakano, B. (2013). Urbanization and its influences on the suburban landscape changes in Bangkok metropolitan region, Thailand. Journal of the Japanese Agricultural Systems Society, 29(2), 29–39. https://doi.org/10.14962/jass.29.2_29
Article
Google Scholar
Fawcett, T. (2006). An introduction to ROC analysis. Pattern Recognition Letters, 27(8), 861–874. https://doi.org/10.1016/j.patrec.2005.10.010
Article
Google Scholar
Frumkin, H., Frank, L., & Jackson, R. (2004). Urban sprawl and public health: Designing, planning, and building for healthy communities. Island Press.
Google Scholar
Haddad, M., Fane, G., Nuansavanh, K., Brenton, P., Schuler, P., Oshikawa, M., Phongsa, P., Arnold, J., Zarnowieki, M., Ledrew, W., van Der Meer, K., Austin, J. E., & Carlier, A. (2006). Building export competitiveness in Laos: Background report (vol. 2): Summary report (English). World Bank Group.
Google Scholar
Harrell, F. E. (2015). Regression modeling strategies: With applications to linear models, logistic and ordinal regression, and survival analysis. Springer International Publishing.
Book
Google Scholar
Hu, Z., & Lo, C. P. (2007). Modeling urban growth in Atlanta using logistic regression. Computers, Environment and Urban Systems, 31(6), 667–688. https://doi.org/10.1016/j.compenvurbsys.2006.11.001
Article
Google Scholar
Hughes, A. C. (2019). Understanding and minimizing environmental impacts of the Belt and Road Initiative. Conservation Biology, 33(4), 883–894. https://doi.org/10.1111/cobi.13317
Article
Google Scholar
Jia, L., Ma, Q., Du, C., Hu, G., & Shang, C. (2020). Rapid urbanization in a mountainous landscape: Patterns, drivers and planning implications. Landscape Ecology, 35(11), 2449–2469. https://doi.org/10.1007/s10980-020-01056-y
Article
Google Scholar
Jin, M., & Zhang, H. (2021). Investigating urban land dynamic change and its spatial determinants in Harbin City, China. European Journal of Remote Sensing, 54(sup2), 155–166. https://doi.org/10.1080/22797254.2020.1758964
Article
Google Scholar
Jongkroy, P. (2009). Urbanization and changing settlement patterns in peri-urban Bangkok. Kasetsart Journal of Social Sciences, 30(3), 303–312.
Google Scholar
Kantakumar, L. N., Kumar, S., & Schneider, K. (2020). What drives urban growth in Pune? A logistic regression and relative importance analysis perspective. Sustainable Cities and Society, 60, 102269. https://doi.org/10.1016/j.scs.2020.102269
Article
Google Scholar
Kasraian, D., Maat, K., Stead, D., & van Wee, B. (2016). Long-term impacts of transport infrastructure networks on land-use change: An international review of empirical studies. Transport Reviews, 36(6), 772–792. https://doi.org/10.1080/01441647.2016.1168887
Article
Google Scholar
Keeratikasikorn, C. (2017). Analysis of factors influencing urban growth using remote sensing data and GIS: A case study of major urban area in Khon Kaen Province. Journal of Remote Sensing and GIS Association of Thailand, 18(1), 1–10.
Google Scholar
Keeratikasikorn, C. (2018). A comparative study on four major cities in Northeastern Thailand using urban land density function. Geo-Spatial Information Science, 21(2), 93–101. https://doi.org/10.1080/10095020.2018.1455320
Article
Google Scholar
Keeratikasikorn, C., Mongkonsawat, C., & Suwanwerakumtorn, R. (2007). Spatial modeling of urban growth pattern in Nakhon Ratchasima district using remote sensing data and GIS. Journal of Remote Sensing and GIS Association of Thailand, 8(1), 64–75.
Google Scholar
Kim, Y., Newman, G., & Güneralp, B. (2020). A review of driving factors, scenarios and topics in urban land change models. Land. https://doi.org/10.3390/land9080246
Article
Google Scholar
Kitrat, W., & Keeratikasikorn, C. (2018). Urban driving forces analysis using geographic information system: A case study of Nakhon Pranom. Journal of Remote Sensing and GIS Association of Thailand, 19, 258–267.
Google Scholar
Klinchat, S. (2003). The Thai-Lao Friendship Bridge and land use change in Changwat Nong Khai [Master’s thesis, Kasetsart University].
Li, G., Sun, S., & Fang, C. (2018). The varying driving forces of urban expansion in China: Insights from a spatial-temporal analysis. Landscape and Urban Planning, 174, 63–77. https://doi.org/10.1016/j.landurbplan.2018.03.004
Article
Google Scholar
Li, X., Zhou, W., & Ouyang, Z. (2013). Forty years of urban expansion in Beijing: What is the relative importance of physical, socioeconomic, and neighbourhood factors? Applied Geography, 38, 1–10. https://doi.org/10.1016/j.apgeog.2012.11.004
Article
Google Scholar
Luan, W., & Li, X. (2021). Rapid urbanization and its driving mechanism in the Pan-Third Pole region. Science of the Total Environment, 750, 141270. https://doi.org/10.1016/j.scitotenv.2020.141270
Article
Google Scholar
Luo, T., Tan, R., Kong, X., & Zhou, J. (2019). Analysis of the driving forces of urban expansion based on a modified logistic regression model: A case study of Wuhan City, Central China. Sustainability. https://doi.org/10.3390/su11082207
Article
Google Scholar
Marina, A. (2008). Advances in urban ecology: Integrating humans and ecological processes in urban ecosystems. Springer Science & Business Media.
Google Scholar
McGrath, B., Sangawongse, S., Thaikatoo, D., & Corte, M. B. (2017). The architecture of the metacity: Land use change, patch dynamics and urban form in Chiang Mai, Thailand. Urban Planning, 2(1), 53–71. https://doi.org/10.17645/up.v2i1.869
Article
Google Scholar
National Statistical Office. (2022). The statistic of household income and expenditure. http://statbbi.nso.go.th/staticreport/page/sector/th/08.aspx
O’Hara Hines, R. J., & Hines, W. G. S. (1995). Exploring Cook’s statistic graphically. The American Statistician, 49(4), 89–394. https://doi.org/10.2307/2684582
Article
Google Scholar
OECD. (2018). Multi-dimensional review of Thailand: Volume 2. OECD Development Pathways, OECD Publishing. https://doi.org/10.1787/9789264307674-e
Book
Google Scholar
Office of Nong Khai Provincial Treasury. (2015). Summary of the appraised value of land assets for fiscal years 2012–2015. https://nongkhai.treasury.go.th/th/property-appraisal/
Office of the National Economic and Social Development Council. (2021). GPP CVMs time series data 1995–2019 [Data set]. Office of the National Economic and Social Development Council. https://www.nesdc.go.th/ewt_dl_link.php?nid=11408&filename=gross_regional
Office of Transport and Traffic Policy and Planning. (2016). Executive summary report: The project of study and design on Bangkok-Nong Khai High-speed Railway (Phase 2: Nakhon Ratchasima-Nong Khai).
Ongsomwang, S., Pattanakiat, S., & Srisuwan, A. (2019). Impact of land use and land cover change on ecosystem service values: A case study of Khon Kaen City, Thailand. Environment and Natural Resources Journal, 17(4), 43–58. https://doi.org/10.32526/ennrj.17.4.2019.30
Article
Google Scholar
Osman, T., Divigalpitiya, P., & Arima, T. (2016). Driving factors of urban sprawl in Giza Governorate of Greater Cairo Metropolitan Region using AHP method. Land Use Policy, 58, 21–31. https://doi.org/10.1016/j.landusepol.2016.07.013
Article
Google Scholar
Oudin, L., Salavati, B., Furusho-Percot, C., Ribstein, P., & Saadi, M. (2018). Hydrological impacts of urbanization at the catchment scale. Journal of Hydrology, 559, 774–786. https://doi.org/10.1016/j.jhydrol.2018.02.064
Article
Google Scholar
Patarasuk, R., & Binford, M. W. (2012). Longitudinal analysis of the road network development and land-cover change in Lop Buri Province, Thailand, 1989–2006. Applied Geography, 32(2), 228–239. https://doi.org/10.1016/j.apgeog.2011.05.009
Article
Google Scholar
Phuttharak, T., & Dhiravisit, A. (2014). Rapid urbanization-its impact on sustainable development: A case study of Udon Thani, Thailand. Asian Social Science, 10(22), 70–79. https://doi.org/10.5539/ass.v10n22p70
Article
Google Scholar
Poelmans, L., & Van Rompaey, A. (2009). Detecting and modelling spatial patterns of urban sprawl in highly fragmented areas: A case study in the Flanders-Brussels Region. Landscape and Urban Planning, 93(1), 10–19. https://doi.org/10.1016/j.landurbplan.2009.05.018
Article
Google Scholar
Poelmans, L., & Van Rompaey, A. (2010). Complexity and performance of urban expansion models. Computers, Environment and Urban Systems, 34(1), 17–27. https://doi.org/10.1016/j.compenvurbsys.2009.06.001
Article
Google Scholar
Pongsudhirak, T. (2019). National assessment report: Thailand. Asian Development Bank.
Google Scholar
Rijal, S., Rimal, B., Stork, N., & Sharma, H. P. (2020). Quantifying the drivers of urban expansion in Nepal. Environmental Monitoring and Assessment, 192(10), 633. https://doi.org/10.1007/s10661-020-08544-3
Article
Google Scholar
Saiyarod, P. (2018). Land use change and local adaptation along the Sino-Thai railway tracks: Nong Khai railway station case study. Journal of Social Sciences Naresuan University, 14(2), 137–164. https://doi.org/10.14456/jssnu.2018.16
Article
Google Scholar
Sakayarote, K., & Shrestha, R. P. (2019). Simulating land use for protecting food crop areas in northeast Thailand using GIS and Dyna-CLUE. Journal of Geographical Sciences, 29(5), 803–817. https://doi.org/10.1007/s11442-019-1629-7
Article
Google Scholar
Salem, M., Tsurusaki, N., & Divigalpitiya, P. (2019). Analyzing the driving factors causing urban expansion in the peri-urban areas using logistic regression: A case study of the Greater Cairo region. Infrastructures. https://doi.org/10.3390/infrastructures4010004
Article
Google Scholar
Sarkar, A., & Chouhan, P. (2020). Modeling spatial determinants of urban expansion of Siliguri a Metropolitan City of India using Logistic Regression. Modeling Earth Systems and Environment, 6(4), 2317–2331. https://doi.org/10.1007/s40808-020-00815-9
Article
Google Scholar
Shen, Y. (2014). de Abreu e Silva, J., Martínez, LM: Assessing high-speed rail’s impacts on land cover change in large urban areas based on spatial mixed logit methods: A case study of Madrid Atocha railway station from 1990 to 2006. Journal of Transport Geography, 41, 184–196. https://doi.org/10.1016/j.jtrangeo.2014.09.007
Article
Google Scholar
Shu, B., Zhang, H., Li, Y., Qu, Y., & Chen, L. (2014). Spatiotemporal variation analysis of driving forces of urban land spatial expansion using logistic regression: A case study of Port Towns in Taicang City, China. Habitat International, 43, 181–190. https://doi.org/10.1016/j.habitatint.2014.02.004
Article
Google Scholar
Simwanda, M., Murayama, Y., & Ranagalage, M. (2020). Modeling the drivers of urban land use changes in Lusaka, Zambia using multi-criteria evaluation: An analytic network process approach. Land Use Policy, 92, 104441. https://doi.org/10.1016/j.landusepol.2019.104441
Article
Google Scholar
Sun, Z., Yu, S., Guo, H., Wang, C., Zhang, Z., & Xu, R. (2021). Assessing 40 years of spatial dynamics and patterns in megacities along the Belt and Road region using satellite imagery. International Journal of Digital Earth, 14(1), 71–78. https://doi.org/10.1080/17538947.2020.1747560
Article
Google Scholar
Suvathi, J. (1995). The development guidelines for Muang Nong Khai to cope with the impacts of Mittaphab Bridge [master’s thesis, Chulalongkorn University]. Chulalongkorn University Intellectual Repository. http://cuir.car.chula.ac.th/handle/123456789/37746
Suwanlee, S. R., & Som-ard, J. (2020). Spatial interaction effect of population density patterns in sub-districts of Northeastern Thailand. ISPRS International Journal of Geo-Information. https://doi.org/10.3390/ijgi9090556
Article
Google Scholar
Tachakitkachorn, T., & Shigemura, T. (2005). Morphology of the agriculture-based deltaic settlement in the western basin of the Chaophraya Delta. Journal of Asian Architecture and Building Engineering, 4(2), 361–368. https://doi.org/10.3130/jaabe.4.361
Article
Google Scholar
Tan, R., Liu, Y., Liu, Y., He, Q., Ming, L., & Tang, S. (2014). Urban growth and its determinants across the Wuhan urban agglomeration, central China. Habitat International, 44, 268–281. https://doi.org/10.1016/j.habitatint.2014.07.005
Article
Google Scholar
Thebpanya, P., & Bhuyan, I. (2015). Urban sprawl and the loss of peri-urban land: A case study of Nakhon Ratchasima Province, Thailand. Papers in Applied Geography. https://doi.org/10.1080/23754931.2015.1009298
Article
Google Scholar
Tritto, A., Sejko, D., & Park, A. (2020a). The Belt and Road Initiative in ASEAN: Overview. University of Science and Technology Institute for Emerging Market Studies.
Google Scholar
Verburg, P. H., de Nijs, T. C. M., Ritsema van Eck, J., Visser, H., & de Jong, K. (2004b). A method to analyse neighbourhood characteristics of land use patterns. Computers, Environment and Urban Systems, 28(6), 667–690. https://doi.org/10.1016/j.compenvurbsys.2003.07.001
Article
Google Scholar
Verburg, P. H., van Eck, J. R. R., de Nijs, T. C. M., Dijst, M. J., & Schot, P. (2004b). Determinants of land-use change patterns in the Netherlands. Environment and Planning B: Planning and Design, 31(1), 125–150. https://doi.org/10.1068/b307
Article
Google Scholar
Wu, W., Zhao, S., & Henebry, G. M. (2018). Drivers of urban expansion over the past three decades: A comparative study of Beijing, Tianjin, and Shijiazhuang. Environmental Monitoring and Assessment, 191(1), 34. https://doi.org/10.1007/s10661-018-7151-z
Article
Google Scholar
Xinchang, Z., Qiong, P., & Yuan, Z. (2004). Research on spatial calculating analysis model of land use change. Journal of Geographical Sciences, 14(3), 359–365. https://doi.org/10.1007/BF02837417
Article
Google Scholar
Yongvanit, S., & Thungsakul, N. (2013). The national economic and social development plan as an urban driver for Khon Kaen City. Regional Views, 26, 17–26.
Google Scholar
Zhang, Q., & Su, S. (2016). Determinants of urban expansion and their relative importance: A comparative analysis of 30 major metropolitans in China. Habitat International, 58, 89–107. https://doi.org/10.1016/j.habitatint.2016.10.003
Article
Google Scholar