Fig. 1. Comparison of Google maps of Sinseo Innovation City between 2009 and 2017
Fig. 2. NDVI and zLST of Sinseo Innovation City in 2008 and 2018
Fig. 3. NDVI and zLST difference between 2008 and 2018
Fig. 4. Districts with lower NDVI and higher zLST
Fig. 5. Google maps and site photos in the areas with lower NDVI and higher zLST
Fig. 7. Google maps and site photos in the areas with higher NDVI and lower zLST
Fig. 6. Districts with higher NDVI and lower zLST
Table 1. Descriptive statistics of NDVI, LST and zLST
Table 2. Descriptive statistics of ⊿NDVI and ⊿zLST
Table 3. Checklist of eco-friendly planning items by district unit plan guideline in 10 selected districts
References
- Chae, S.H., Park, S.H., and Lee, M.J. (2017), A Study on the observation of soil moisture conditions and its applied possibility in agriculture using land surface temperature and NDVI from Landsat-8 OLI/TIRS satellite image, Korean Journal of Remote Sensing, Vol. 33, No. 6, pp. 931-946. (in Korean with English abstract) https://doi.org/10.7780/kjrs.2017.33.6.1.3
- Chen, J., Jonsson, P., Tamura, M., Gu, Z., Matsushita, B., and Eklundh, L. (2004), A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter, Remote Sensing of Environment, Vol. 91, No. 3, pp. 332-344. https://doi.org/10.1016/j.rse.2004.03.014
- Choi, S.C., Park, S.H., Lee, H.J., Cho, J.H., and Lee, J.W. (2015), Special feature of the 70th anniversary of the liberation of Korea, Urban Information Service, Vol. 401, pp. 3-32.
- Daegu (2016), Daegu Sinseo Innovation City District Units Plan Guidelines, Daegu Metropolitan City Hall, Daegu, http://www.daegu.go.kr/ (last date accessed: 21 November 2018).
- Erdenechimeg, M., Choi, B.G., Na, Y.W., and Kim, T.H. (2010), Detection of land cover change using Landsat image data in desert area, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 28, No. 4, pp. 471-476. (in Korean with English abstract)
- Erdenesumbee, S. and Cho, G.S. (2016), Time series analysis of land cover change and surface temperature in Tuul-Basin, Mongolia using Landsat satellite image, Journal of the Korean Society for Geospatial Information Science, Vol. 24, No. 3, pp. 39-47. (in Korean with English abstract) https://doi.org/10.7319/kogsis.2016.24.3.039
- Estoque, R.C., Muratama, Y., and Myint, S.W. (2017), Effects of landscape composition and pattern on land surface temperature: an urban heat island study in the megacities of Southeast Asia, Science of Total Environment, Vol. 577, pp. 349-359. https://doi.org/10.1016/j.scitotenv.2016.10.195
- Hyun, B.K., Sonn, Y.K., Park, C.W., Song, K.C., Chun, H.C., Hong, S.Y., Moon, Y.H., Noh, D.C., and Jung, S.Y. (2012), Study on soil survey results of rapid change in landuse, Korean Journal of Soil Science and Fertilizer, Vol. 45, No. 4, pp. 475-483. (in Korean with English abstract) https://doi.org/10.7745/KJSSF.2012.45.4.475
- Jee J.B. and Choi, Y.J. (2014), Conjugation of Landsat data for analysis of the land surface properties in capital area, Journal of the Korean Earth Science Society, Vol. 35, No. 1, pp. 54-68. (in Korean with English abstract) https://doi.org/10.5467/JKESS.2014.35.1.54
- Jee J.B., Kim, B.Y., Zo, I.S., Lee, K.T., and Choi, Y.J. (2016), Retrieval of land surface temperature based on high resolution Landsat 8 satellite data, Korean Journal of Remote Sensing, Vol. 32, No. 6, pp. 171-183. (in Korean with English abstract) https://doi.org/10.7780/kjrs.2016.32.2.9
- Jeong, J.J. and Lee, S.H. (2010), Study of the extraction of urbanized area in Seoul using NDVI and NDBI, Journal of the Korean Cartographic Association, Vol. 10, No. 1, pp. 79-90. (in Korean with English abstract)
- Jung, G.S., Koo, S., and Yoo, H.H. (2011), Temperature change analysis for land use zoning using Landsat satellite imagery, Journal of Korean Society for Geospatial Information System, Vol. 19, No. 2, pp. 55-61. (in Korean with English abstract)
- Kang, J.M., Ka, M.S., Lee, S.S., and Park, J.K. (2010), Detection of heat change in urban center using Landsat imagery, Journal of the Korean Society of Survey, Geodesy, Photogrammetry, and Cartography, Vol. 28, No. 2, pp. 197-206. (in Korean with English abstract)
- Kim, C.K. (2006), Background and direction of construction of innovative cities , Planning and Policy, No. 297, pp. 6-16. (in Korean)
- Kim, D.J., Lim, E.S., and Kim, S.J. (2011), Land Use Change Prediction based on Urban Policy Scenarios, No. 2011-1, Korea Research Institute For Human Settlements, Sejong, pp. 1-89.
- Kim, J.C., Park, C.H., Shin, D.H., and Lee, K.S. (2006), Land cover change detection over urban stream's drainage area using Landsat TM and ETM+ images, Korean Journal of Remote Sensing, Vol. 22, No. 6, pp. 575-579. (in Korean with English abstract) https://doi.org/10.7780/kjrs.2006.22.6.575
- Kim, J.H. (2008), A study on the competitiveness of innovative city in Gyeongbuk, National Association of Korean Local Government, Vol. 10, No. 1, pp. 21-35. (in Korean)
- Kim, J.H. (2015), Urbanization analysis of major city in North Korea using Landsat imagery, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 33, No. 4, pp. 277-286. (in Korean with English abstract) https://doi.org/10.7848/ksgpc.2015.33.4.277
- Kim, J.Y. and Kim, E.J. (2018), Analysis of land surface temperature change in public residential development districts of Seoul, Korea, The Korea Spatial Planning Review, Vol. 97, No. 77-91. (in Korean with English abstract) https://doi.org/10.15793/kspr.2018.97..005
- Kim, T.H., Lee, W.H., and Han, Y.K. (2018), Analysis of thermal heat island potential by urbanization using Landsat-8 time-series satellite imagery, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, Vol. 36, No. 4, pp. 305-316. (in Korean with English abstract) https://doi.org/10.7848/KSGPC.2018.36.4.305
- Kim, Y.P. (2004), A study on temperatures distribution of forest type class using Landsat TM, Journal of the Korean Institute of Forest Recreation, Vol. 8, No. 3, pp. 11-17. (in Korean with English abstract)
- Li, J., Song, C., Cao, L., Zhu, F., Meng, X., and Wu, J. (2011), Impacts of landscape structure on surface urban heat islands: a case study of Shanghai, China, Remote Sensing of Environment, Vol. 115, pp. 3249-3263. https://doi.org/10.1016/j.rse.2011.07.008
- Liu, L. and Zhang, Y. (2011), Urban heat island analysis using the Landsat TM data and aster data: a case study in Hong Kong, Remote Sensing, Vol. 3, No. 7 pp. 1535-1552. https://doi.org/10.3390/rs3071535
- MOLIT (2009), Innovative City Planning Standards, Ministry of Land, Infrastructure and Transport, Gyeonggi, http://www.molit.go.kr/portal.do (last date accessed: 9 June 2019).
- NASA (2016), Landsat 8 Data Users Handbook, LSDS-1574, National Aeronautics and Space Administration, United States, pp. 1-98.
- NASA (2018), Landsat 7 Data Users Handbook, LSDS-1927, National Aeronautics and Space Administration, United States, pp. 1-140.
- Orhan, O., Ekercin, S., and Celik, F.D. (2014), Use of landsat land surface temperature and vegetation indices for monitoring drought in the Salt Lake Basin Area, Turkey, The Scientific World Journal, Vol. 2014, pp. 1-11.
- Pal, S. and Ziaul, S. (2017), Detection of land use and land cover change and land surface temperature in English Bazar urban centre, The Egyptian Journal of Remote Sensing and Space Sciences, Vol. 20, pp. 125-145. https://doi.org/10.1016/j.ejrs.2016.11.003
- Park, J.H., Kim, J.S., and Na, S.I. (2006), Analysis of the relationship between land cover and land surface temperature at Cheongju region using Landsat images in summer day, Journal of the Korean Society of Agricultural Engineers, Vol. 48, No. 5, pp. 39-48. (in Korean with English abstract) https://doi.org/10.5389/KSAE.2006.48.5.039
- Park, M.H. (2001), A study on the urban heat island phenomenon using Landsat TM thermal infrared data: in the case of Seoul, Journal of the Korean Society of Civil Engineers, Vol. 21, No. 6, pp. 861-874. (in Korean with English abstract)
- Pirotti, F., Parraga, M.A., Stuaro, E., Dubbini, M., Masiero, A., and Ramanzin, M. (2014), NDVI from Landsat 8 vegetation indices to study movement dynamics of CAPRA IBEX in mountain areas, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. 40-7, pp. 147-153.
- Quan, H.C. and Lee, B.G. (2009), Analysis of relationship between LST and NDVI using Landsat TM images on the city areas of Jeju island, The Korea Society For GeospatIal Information System, Vol. 17, No. 4, pp. 39-44. (in Korean with English abstract)
- Rogan, J., Ziemer, M., Martin, D., Ratick, S., Cuba, N., and DeLauer, V. (2013), The impact of tree cover loss on land surface temperature: a case study of central massachusetts using Landsat thematic mapper thermal data, Applied Geography, Vol. 45, pp. 49-57. https://doi.org/10.1016/j.apgeog.2013.07.004
- Seo, C.W., Lee, J.S., and Yun, H.C. (2014), Analysis of the urbanization about Yanji city in China using Landsat satellite images, Journal of The Korean Cadastre Information Association, Vol. 16, No. 3, pp. 35-42. (in Korean with English abstract)
- Tran, D.X., Pla, F., Carmona, P.L., Myint, S.W., Caetano, M., and Kieu, H.V. (2017), Characterizing the relationship between land use land cover change and surface temperature, ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 124, pp. 119-132. https://doi.org/10.1016/j.isprsjprs.2017.01.001
- Yeo, C.H., Kim, J.I., and Hyun, J.Y. (2017), Comparison of effectiveness among indexes of urban expansion: surface temperature, vegetation and impervious surface area, Journal of the Korean Society of Cadastre, Vol. 33, No. 3, pp. 145-154. (in Korean with English abstract)
- Yoon, E.J., Kim, H.O., and Yeom, J.M. (2013), Analysis of green area changing in New-Town Bundang: focusing on Landsat TM image analysis during the period 1985-2006, Journal of Korea Planning Association, Vol. 48, No. 2, pp. 329-340. (in Korean with English abstract)
- Yuan, F. and Bauer, M.E. (2007), Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery, Remote Sensing of Environment, Vol. 106, No. 3, pp. 375-386. https://doi.org/10.1016/j.rse.2006.09.003
- Yun, H.C., Kim, M.G., and Jung, K.Y. (2013), Analysis of temperature change by forest growth for mitigation of the urban heat island, Journal of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography, Vol. 31, No. 2, pp. 143-150. (in Korean with English abstract) https://doi.org/10.7848/ksgpc.2013.31.2.143
- Zaeemdar, S. and Baycan, T. (2017), Analysis of the relationship between urban heat island and land cover in istanbul through Landsat 8 OLI, Journal of Earth Science & Climatic Change, Vol. 8, No. 11, pp. 1-9.
- Zaidi, S.M., Akbari, A., Samah, A.A., Kong, N.S., and Gisen, J.I.A. (2017), Landsat-5 time series analysis for land use/land cover change detection using NDVI and semi-supervised classification techniques, Polish Journal of Environmental Studies, Vol. 26, p. 2833-2840. https://doi.org/10.15244/pjoes/68878