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With the introduction of the Local Climate Zones (LCZ) framework, new perspectives and findings have been brought to urban heat island studies. This study investigated the cooling effect of vegetation and albedo on the surface urban heat island (SUHI) in the classification system of LCZ during different seasons, using three Chinese megacities as case study areas. Single-factor linear regression and Pearson\u2019s correlation coefficient were applied to analyze the seasonal cooling effect of both albedo and the NDVI on the SUHI within different LCZs. The results show that (1) the variability of the SUHI is reflected in its dominance and intensity within certain LCZs in different cities and in the efficiency of cooling factors; (2) the cooling effect of vegetation is dominant in each season, and the cooling effect produced by albedo within specific seasons can be differentiated by LCZs. This study provides valuable information for the mitigation of the SUHI magnitude in specific regions and at specific times of the year.<\/jats:p>","DOI":"10.3390\/rs15235478","type":"journal-article","created":{"date-parts":[[2023,11,23]],"date-time":"2023-11-23T11:31:25Z","timestamp":1700739085000},"page":"5478","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["Seasonal Cooling Effect of Vegetation and Albedo Applied to the LCZ Classification of Three Chinese Megacities"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-5257-3516","authenticated-orcid":false,"given":"Yifan","family":"Luo","sequence":"first","affiliation":[{"name":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China"}]},{"given":"Jinxin","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1276-0352","authenticated-orcid":false,"given":"Qian","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Geography and Planning, Sun Yat-sen University, Guangzhou 510275, China"}]},{"given":"Yong","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Geography and Remote Sensing, Guangzhou University, Guangzhou 510006, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9176-4556","authenticated-orcid":false,"given":"Massimo","family":"Menenti","sequence":"additional","affiliation":[{"name":"Faculty of Civil Engineering and Earth Sciences, Delft University of Technology, 2600 GA Delft, The Netherlands"},{"name":"State Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100101, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6439-6775","authenticated-orcid":false,"given":"Man Sing","family":"Wong","sequence":"additional","affiliation":[{"name":"Department of Land Surveying and Geo-Informatics, Research Institute for Land and Space, The Hong Kong Polytechnic University, Hong Kong 999077, China"}]}],"member":"1968","published-online":{"date-parts":[[2023,11,23]]},"reference":[{"key":"ref_1","unstructured":"United Nations (2022). World Population Prospects 2022: Summary of Results, United Nations."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1921","DOI":"10.1007\/s10980-017-0561-4","article-title":"The Impact of Urbanization and Climate Change on Urban Temperatures: A Systematic Review","volume":"32","author":"Chapman","year":"2017","journal-title":"Landsc. Ecol."},{"key":"ref_3","first-page":"1","article-title":"The Energetic Basis of the Urban Heat Island","volume":"108","author":"Oke","year":"1982","journal-title":"Q. J. R. Meteorol. Soc."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"2647","DOI":"10.1038\/s41467-020-16461-9","article-title":"On the Influence of Density and Morphology on the Urban Heat Island Intensity","volume":"11","author":"Li","year":"2020","journal-title":"Nat. Commun."},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Zhao, Z., Sharifi, A., Dong, X., Shen, L., and He, B.-J. (2021). Spatial Variability and Temporal Heterogeneity of Surface Urban Heat Island Patterns and the Suitability of Local Climate Zones for Land Surface Temperature Characterization. Remote Sens., 13.","DOI":"10.3390\/rs13214338"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/joc.859","article-title":"Two Decades of Urban Climate Research: A Review of Turbulence, Exchanges of Energy and Water, and the Urban Heat Island","volume":"23","author":"Arnfield","year":"2003","journal-title":"Int. J. Climatol."},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Cermak, J.E., Davenport, A.G., Plate, E.J., and Viegas, D.X. (1995). Wind Climate in Cities, Springer.","DOI":"10.1007\/978-94-017-3686-2"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1016\/S0034-4257(03)00079-8","article-title":"Thermal Remote Sensing of Urban Climates","volume":"86","author":"Voogt","year":"2003","journal-title":"Remote Sens. Environ."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1016\/j.ecolind.2012.01.001","article-title":"Relationship of Land Surface and Air Temperatures and Its Implications for Quantifying Urban Heat Island Indicators\u2014An Application for the City of Leipzig (Germany)","volume":"18","author":"Schwarz","year":"2012","journal-title":"Ecol. Indic."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"4689","DOI":"10.3390\/su7044689","article-title":"The Role of Vegetation in Mitigating Urban Land Surface Temperatures: A Case Study of Munich, Germany during the Warm Season","volume":"7","author":"Alavipanah","year":"2015","journal-title":"Sustainability"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"33","DOI":"10.1016\/j.landurbplan.2015.06.005","article-title":"Role of Street Trees in Mitigating Effects of Heat and Drought at Highly Sealed Urban Sites","volume":"143","author":"Gillner","year":"2015","journal-title":"Landsc. Urban Plan."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"486","DOI":"10.1890\/150103","article-title":"Urban Climate and Adaptation Strategies","volume":"13","author":"Larsen","year":"2015","journal-title":"Front. Ecol. Environ."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/j.isprsjprs.2009.03.007","article-title":"Thermal Infrared Remote Sensing for Urban Climate and Environmental Studies: Methods, Applications, and Trends","volume":"64","author":"Weng","year":"2009","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"1040","DOI":"10.1016\/j.scitotenv.2017.01.158","article-title":"Utilising Green and Bluespace to Mitigate Urban Heat Island Intensity","volume":"584\u2013585","author":"Gunawardena","year":"2017","journal-title":"Sci. Total Environ."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1016\/j.rse.2009.10.008","article-title":"Remote Sensing of the Urban Heat Island Effect across Biomes in the Continental USA","volume":"114","author":"Imhoff","year":"2010","journal-title":"Remote Sens. Environ."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"745","DOI":"10.1007\/s10980-015-0284-3","article-title":"Micro-Scale Urban Surface Temperatures Are Related to Land-Cover Features and Residential Heat Related Health Impacts in Phoenix, AZ USA","volume":"31","author":"Jenerette","year":"2016","journal-title":"Landsc. Ecol."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"830","DOI":"10.1016\/j.rser.2015.03.092","article-title":"Environmental Impacts of Reflective Materials: Is High Albedo a \u2018Silver Bullet\u2019 for Mitigating Urban Heat Island?","volume":"47","author":"Yang","year":"2015","journal-title":"Renew. Sustain. Energy Rev."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"682","DOI":"10.1016\/j.solener.2012.07.003","article-title":"Cooling the Cities\u2014A Review of Reflective and Green Roof Mitigation Technologies to Fight Heat Island and Improve Comfort in Urban Environments","volume":"103","author":"Santamouris","year":"2014","journal-title":"Sol. Energy"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1016\/S0038-092X(00)00089-X","article-title":"Cool Surfaces and Shade Trees to Reduce Energy Use and Improve Air Quality in Urban Areas","volume":"70","author":"Akbari","year":"2001","journal-title":"Sol. Energy"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"6798","DOI":"10.1038\/s41598-018-25296-w","article-title":"Strong Contributions of Local Background Climate to the Cooling Effect of Urban Green Vegetation","volume":"8","author":"Yu","year":"2018","journal-title":"Sci. Rep."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"127840","DOI":"10.1016\/j.ufug.2023.127840","article-title":"Effects of Local Background Climate on Urban Vegetation Cooling and Humidification: Variations and Thresholds","volume":"80","author":"Yan","year":"2023","journal-title":"Urban For. Urban Green."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1002\/2014JD022249","article-title":"Quantifying the Heat Flux Regulation of Metropolitan Land Use\/Land Cover Components by Coupling Remote Sensing Modeling with in Situ Measurement: Quantifying the Heat Flux Regulation","volume":"120","author":"Kuang","year":"2015","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"144297","DOI":"10.1016\/j.scitotenv.2020.144297","article-title":"Human Activity vs. Climate Change: Distinguishing Dominant Drivers on LAI Dynamics in Karst Region of Southwest China","volume":"769","author":"Peng","year":"2021","journal-title":"Sci. Total Environ."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1016\/j.rse.2018.02.001","article-title":"Capturing Rapid Land Surface Dynamics with Collection V006 MODIS BRDF\/NBAR\/Albedo (MCD43) Products","volume":"207","author":"Wang","year":"2018","journal-title":"Remote Sens. Environ."},{"key":"ref_25","doi-asserted-by":"crossref","unstructured":"Zhang, X., Jiao, Z., Zhao, C., Qu, Y., Liu, Q., Zhang, H., Tong, Y., Wang, C., Li, S., and Guo, J. (2022). Review of Land Surface Albedo: Variance Characteristics, Climate Effect and Management Strategy. Remote Sens., 14.","DOI":"10.3390\/rs14061382"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1016\/j.buildenv.2015.03.037","article-title":"The Impact of Building Density and Building Height Heterogeneity on Average Urban Albedo and Street Surface Temperature","volume":"90","author":"Yang","year":"2015","journal-title":"Build. Environ."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1879","DOI":"10.1175\/BAMS-D-11-00019.1","article-title":"Local Climate Zones for Urban Temperature Studies","volume":"93","author":"Stewart","year":"2012","journal-title":"Bull. Am. Meteorol. Soc."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Oke, T.R., Mills, G., Christen, A., and Voogt, J.A. (2017). Urban Climates, Cambridge University Press.","DOI":"10.1017\/9781139016476"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"100451","DOI":"10.1016\/j.uclim.2019.01.005","article-title":"SUHI Analysis Using Local Climate Zones\u2014A Comparison of 50 Cities","volume":"28","author":"Bechtel","year":"2019","journal-title":"Urban Clim."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"150100","DOI":"10.1016\/j.scitotenv.2021.150100","article-title":"Spatiotemporal Variations of Land Surface Albedo and Associated Influencing Factors on the Tibetan Plateau","volume":"804","author":"Pang","year":"2022","journal-title":"Sci. Total Environ."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"990","DOI":"10.3390\/rs70100990","article-title":"Mapping Surface Broadband Albedo from Satellite Observations: A Review of Literatures on Algorithms and Products","volume":"7","author":"Qu","year":"2015","journal-title":"Remote Sens."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"79","DOI":"10.2307\/215557","article-title":"Changing Beijing","volume":"85","author":"Gaubatz","year":"1995","journal-title":"Geogr. Rev."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/j.landurbplan.2012.08.005","article-title":"Spatiotemporal Heterogeneity of Urban Planning Implementation Effectiveness: Evidence from Five Urban Master Plans of Beijing","volume":"108","author":"Long","year":"2012","journal-title":"Landsc. Urban Plan."},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Wu, F. (2015). Planning for Growth: Urban and Regional Planning in China, Routledge.","DOI":"10.4324\/9780203067345"},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"Lee, O.F. (1999). Shanghai Modern: The Flowering of a New Urban Culture in China, 1930\u20131945, Harvard University Press.","DOI":"10.4159\/9780674274716"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1016\/j.landurbplan.2006.03.008","article-title":"Spatial and Temporal Dynamics of Urban Sprawl along Two Urban\u2013Rural Transects: A Case Study of Guangzhou, China","volume":"79","author":"Yu","year":"2007","journal-title":"Landsc. Urban Plan."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"103988","DOI":"10.1016\/j.cities.2022.103988","article-title":"The Characteristic and Transformation of 3D Urban Morphology in Three Chinese Mega-Cities","volume":"131","author":"Cai","year":"2022","journal-title":"Cities"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"112794","DOI":"10.1016\/j.rse.2021.112794","article-title":"The Urban Morphology on Our Planet\u2014Global Perspectives from Space","volume":"269","author":"Zhu","year":"2022","journal-title":"Remote Sens. Environ."},{"key":"ref_39","unstructured":"Zhu, X.X., Hu, J., Qiu, C., Shi, Y., Kang, J., Mou, L., Bagheri, H., H\u00e4berle, M., Hua, Y., and Huang, R. (2019). So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. arXiv."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"1617","DOI":"10.1109\/LGRS.2013.2272953","article-title":"Urban Footprint Processor\u2014Fully Automated Processing Chain Generating Settlement Masks From Global Data of the TanDEM-X Mission","volume":"10","author":"Esch","year":"2013","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"1062","DOI":"10.1002\/joc.3746","article-title":"Evaluation of the \u2018Local Climate Zone\u2019 Scheme Using Temperature Observations and Model Simulations: Evaluation of The \u2018Local Climate Zone\u2019 Scheme","volume":"34","author":"Stewart","year":"2014","journal-title":"Int. J. Climatol."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"1694","DOI":"10.1175\/1520-0450-34.7.1694","article-title":"Simulated Urban Climate Response to Modifications in Surface Albedo and Vegetative Cover","volume":"34","author":"Sailor","year":"1995","journal-title":"J. Appl. Meteorol."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1016\/S0034-4257(00)00205-4","article-title":"Narrowband to Broadband Conversions of Land Surface Albedo I Algorithms","volume":"76","author":"Liang","year":"2000","journal-title":"Remote Sens. Environ."},{"key":"ref_44","first-page":"309","article-title":"Monitoring Vegetation Systems in the Great Plains with ERTS","volume":"351","author":"Rouse","year":"1974","journal-title":"NASA Spec. Publ."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"493","DOI":"10.1016\/0378-7788(90)90026-F","article-title":"Study of the Effect of Green Areas on the Thermal Environment in an Urban Area","volume":"15","author":"Saito","year":"1990","journal-title":"Energy Build."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"103285","DOI":"10.1016\/j.scs.2021.103285","article-title":"Seasonal Variations of the Dominant Factors for Spatial Heterogeneity and Time Inconsistency of Land Surface Temperature in an Urban Agglomeration of Central China","volume":"75","author":"Xiang","year":"2021","journal-title":"Sustain. Cities Soc."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"109627","DOI":"10.1016\/j.enbuild.2019.109627","article-title":"Analysis of the Cooling Effects of Higher Albedo Surfaces during Heat Waves Coupling the Weather Research and Forecasting Model with Building Energy Models","volume":"207","author":"Jandaghian","year":"2020","journal-title":"Energy Build."},{"key":"ref_48","first-page":"411","article-title":"Municipal Forest Benefits and Costs in Five US Cities","volume":"103","author":"McPherson","year":"2005","journal-title":"J. For."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1007\/BF02856840","article-title":"Status of Urban Vegetation in Guangzhou City","volume":"14","year":"2003","journal-title":"J. For. Res."},{"key":"ref_50","doi-asserted-by":"crossref","unstructured":"Qiu, T., Song, C., and Li, J. (2017). Impacts of Urbanization on Vegetation Phenology over the Past Three Decades in Shanghai, China. Remote Sens., 9.","DOI":"10.3390\/rs9090970"},{"key":"ref_51","doi-asserted-by":"crossref","unstructured":"Zou, Y., Chen, W., Li, S., Wang, T., Yu, L., Xu, M., Singh, R.P., and Liu, C.-Q. (2022). Spatio-Temporal Changes in Vegetation in the Last Two Decades (2001\u20132020) in the Beijing\u2013Tianjin\u2013Hebei Region. Remote Sens., 14.","DOI":"10.3390\/rs14163958"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"014035","DOI":"10.1088\/1748-9326\/acaf0f","article-title":"Urban Vegetation Cooling Potential during Heatwaves Depends on Background Climate","volume":"18","author":"Zhao","year":"2023","journal-title":"Environ. Res. Lett."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1016\/j.ecoser.2016.11.011","article-title":"Effects of Green Space Dynamics on Urban Heat Islands: Mitigation and Diversification","volume":"23","author":"Sun","year":"2017","journal-title":"Ecosyst. Serv."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"111854","DOI":"10.1016\/j.rse.2020.111854","article-title":"Quantitative Analysis of the Links between Forest Structure and Land Surface Albedo on a Global Scale","volume":"246","author":"Alibakhshi","year":"2020","journal-title":"Remote Sens. Environ."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1590\/1807-1929\/agriambi.v20n1p3-8","article-title":"Procedures for Calculation of the Albedo with OLI-Landsat 8 Images: Application to the Brazilian Semi-Arid","volume":"20","author":"Braga","year":"2016","journal-title":"Rev. Bras. Eng. Agr\u00edc. Ambient."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"28901","DOI":"10.1029\/96JD03876","article-title":"Albedo over the Boreal Forest","volume":"102","author":"Betts","year":"1997","journal-title":"J. Geophys. Res."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1002\/2014RG000449","article-title":"The Albedo of Earth: The Albedo of Earth","volume":"53","author":"Stephens","year":"2015","journal-title":"Rev. Geophys."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"100701","DOI":"10.1016\/j.uclim.2020.100701","article-title":"A Systematic Approach for Urban Heat Island Mitigation Strategies in Critical Local Climate Zones of an Indian City","volume":"34","author":"Kotharkar","year":"2020","journal-title":"Urban Clim."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1080\/20964471.2020.1716561","article-title":"Re-Understanding of Land Surface Albedo and Related Terms in Satellite-Based Retrievals","volume":"4","author":"Shuai","year":"2020","journal-title":"Big Earth Data"}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/23\/5478\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T21:28:45Z","timestamp":1760131725000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/23\/5478"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,11,23]]},"references-count":59,"journal-issue":{"issue":"23","published-online":{"date-parts":[[2023,12]]}},"alternative-id":["rs15235478"],"URL":"https:\/\/doi.org\/10.3390\/rs15235478","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,11,23]]}}}