Acknowledgement
본 연구는 정부(과학기술정보통신부)의 재원으로 한국연구재단의 지원을 받아 수행된 연구입니다(No.NRF-2022R1F1A1074483).
References
- Abougendia, S. M. 2023. Investigating surface UHI using local climate zones(LCZs), the case study of Cario's River Islands. Alexandria Engineering Journal 77(15):293-307. https://doi.org/10.1016/j.aej.2023.06.071
- An, S.I., Ha, K.J., Seo, K.H., Yeh, S.W., Min, S.K., C.H. Ho.2011. A Review of Recent Climate Trends and Causes over the Korean Peninsula. The Korean Society of Climate Change Research 2(4):237-251.
- Bechtel, B., Alexander, P.J., Beck, C., Bohner, J., Brousse, O., Ching, J., Conrad, O., Feddema, J., Mills, G., See, L., I. Stewart., 2015. Mapping Local Climate Zones for a Worldwide Database of the Form and Function of Cities. ISPRS International Journal of Geo-Information 4(1):199-219. https://doi.org/10.3390/ijgi4010199
- Bechtel, B., Alexander, P.J., Beck, C., Bohner, J., Brousse, O., Ching, J., Demuzere, M., Fonte, C., Gal, T., Hidalgo, J., Hoffmann, P., Middel, A., Mills, G., Ren, C., See, L., Sismanidis, P., Verdonck, Xu, M., G. Y. Xu. 2019. Generating WUDAPT Level 0 data - Current status of production and evaluation. Urban Climate 27:24-45. https://doi.org/10.1016/j.uclim.2018.10.001
- Cao, R., Liao, C., Li, Q., Tu, W., Zhu, R., Luo, N., Qiu, G., W. Shi. 2023. Integrating satelite and street-level images for local climate zone mapping. International Journal of Applied Earth Observation and Geoinfromation 119(103323).
- Changwon-si. 2021. Final Report on the Planning of Urban Ecological Status Map and Wind Road Construction in Changwon City 514pp.
- Chen, X., Xu, Y., Yang, J., Wu, Z., H. Zhu. 2020. Remote sensing of urban thermal environments within local climate zones: A case study of two high-density subtropical Chinese cities. Urban Climate 31(100568).
- Demuzere, M., Hankey, S., Mills, G., Zhang, W., Lu, T., B. Bechtel. 2020. Combining expert and crowd-sourced training data to map urban form and function for the continental US. Scientific Data 7(1):264.
- Demuzere, M., Kittner, J., Martilli, A., Mills, G., Moede, C., Stewart, I. D., van Vliet, J., B. Bechtel. 2022. A global map of local climate zones to support earth system modelling and urban-scale environmental science. Earth System Science Data 14:3835-3873. https://doi.org/10.5194/essd-14-3835-2022
- Huang, F., Jiang, S., Zhan, W., Bechtel, B., Liu, Z., Demuzere, M., Huang, Y., Xu, Y., Ma, L., Xia, W., Quan, J., Jiang, L., Lai, J., Wang, C., Kong, F., Du, H. Miao, S., Chen, Y., J. Chen. 2023. Mapping local climate zones for cities:A large review. Remote Sensing of Environment 292(113573).
- Im, E.S., Lee, Y.J., Hwang, M.H., M.S. Cha. 2014. Development and Application of a Model for Intergrating Geospatial and Statistical Information. Korea Research Institute for Human Settlements. 112pp.
- IPCC. 2018. Summary for Policymakers. In: Global Warming of 1.5℃. An IPCC Special Report onthe impacts of global warming of 1.5℃ above pre-industrial levels and related global greenhousegas emission pathways, in the context of strengthening the global response to the threat ofclimate change, sustainable development, and efforts to eradicate poverty. 32pp.
- Kang, S.W., Mun, H.S., Pakr, H.M., J.C. Jung. 2023. Application and Usability Analysis of Local Climate Zone using Land-Use/Land-Cover(LULC) Data. Journal of the Korea Association of Geographic Information Studies 26(1):69-88.
- Khamchiangta, D., Y. Yamagata. 2024. Mapping urban carbon emissions in relation to local climate zones: Case of the building sector in Bangkok Metropolitan Administration, Thailand. Energy and Built Environment 5:337-347. https://doi.org/10.1016/j.enbenv.2022.11.002
- Kim, J.S., J.E. Kang. 2022. An Analysis of Thermal Environment Change According to Urban Development Project Using ENVI-met Model : Focused on Changwon. The Korean Society of Climate Change Research 13(5):659-677.
- Kim. K., J.H. Eum. Classification of Local Climate Zone by Using WUDAPT Protocol - A Case Study of Seoul, Korea-. 2017. Journal of the Korean Institute of Landscape Architecture 45(4):131-142.
- Kim, S. B., Kim, G. H., J.H. Cho. 2001. The Urban Heat Island Phenomenon and Potential Mitigation Strategies. Journal of Nakdonggang Environmental Research Institute 6(1):63-89.
- Kim, S.H., Park, K.H., Lee, S.A., B.G. Song. 2022. Analysis of Thermal Environment Characteristics by Spatial Type using UAV and ENVI-met. Journal of the Korean Association of Geographhic Information Studies 25(1):28-43.
- Kim, Y.J., Mun, H.S., J.C. Jung. 2023, An Exploratory Study on the Effect of LCZ Type on Particulate Matter. Korea Society of Environmental Impact Assessment 32(5) : 338-352.
- Lee, W.S., Jung, S.G., Park, K.H., K.T. Kim. 2010. Analysis of Urban Thermal Environment for Environment-Friendly Spatial Plan. Journal of the Korean Association of Geographhic Information Studies 13(1):142-154.
- Maleki, M., Asadi, M., Naghadehi, S. Z., Khosravi, A., Wang, J., Stewart, I. D., M. Shakeryati. 2023. Detecting local climate zone change and its effects on PM10 distribution using fuzzy machine learning in Tehran, Iran. Urban Climate 49(101506).
- National Institute of Meteorological Sciences. 2019. 100 Years of Climate Change on the Korean Peninsula. p.31.
- Qiu, C., Mou, L., Schmitt, M., X.X. Zhu. 2019. Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network. ISPRS Journal of Photogrammetry and Remote Sensing 154:151-162. https://doi.org/10.1016/j.isprsjprs.2019.05.004
- Quan, S. J., P. Bansal. 2021, A systematic review of GIS-based local climate zone mapping studies. Building and Environment 196(107791).
- Ren, C., Cai, M., Li X., Zhang, L., Wang, R., Xu, Y., E. Ng. 2019. Assessment of Local Climate Zone Classification Maps of Vities in China and Feasible Refinements. Scientific Reports 9(18848).
- Song, B.G., K.H. Park. 2011. The Classification of Spatial Patterns Considering Formation Parameters of Urban Climate - The case of Changwon city, South Korea-. Korea Society of Environmental Impact Assessment 20(3):299-311.
- Song, B.G., K.H. Park. 2012. Analysis of Heat Island Characteristics Considering Urban Space at Nighttime. Journal of the Korean Association of Geographhic Information Studies 15(1):133-143. https://doi.org/10.11108/kagis.2012.15.1.133
- Stewart, I.D., T.R. Oke. 2012. Local Climate Zones for Urban Temperature Studies. Bulletin of the American Meteorological Society 93(12):1879-1900. https://doi.org/10.1175/BAMS-D-11-00019.1
- Wang, R., Ren, C., Xu, Y., Lau, K., Yuan. Shi. 2018. Mapping the local climate zones of urban areas by GIS-based and WUDAPT methods: A case study of Hong Kong. Urban Climate 24:567-576. https://doi.org/10.1016/j.uclim.2017.10.001
- Wang, Y., Ni, Z., Hu, M., Chen, S., B. Xia. 2021. A practical approach of urban green infrastructure planning to mitigate urban overheating: A case study of Guangzhou. Journal of Cleaner Production 287(124995).
- Yan, L., Ma, L., He, W., Zhou, L., Lu, H., Liu, G., G. Huang. 2022. Comparing Object-Based and Pixel-Based Methods for Local Climate Zones Mapping with Multi-Source Data. remote sensing 14(15):3744.
- Yoo, C.H., Lee, Y.S., Cho, D.J., Im. J.H., D.H. Han. 2020. Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks. Remote Sensing 12(21).
- Zhou, X., Okaze, T., Ren, C., Cai, M., Ishida, Y., A. Mochida. 2020. Mapping local climate zones for a Japanese large city by an extended workflow of WUDAPT Level 0 method. Urban Climate 33(100660).
- Zheng, Y., Ren, C., Xu, Y., Wang, R., Ho, J., Lau, K., E. Ng. 2018. GIS-based mapping of Local Climate Zone in the high-density city of Hong Kong. Urban Climate 24:419-448.