Exploring the impact of urban morphology on river cooling effects: A case study of the Arakawa river in Tokyo

被引:0
作者
Zhang, Liang [1 ]
Bagan, Hasi [1 ]
Chen, Chaomin [1 ]
Yoshida, Takahiro [2 ]
机构
[1] Shanghai Normal Univ, Sch Environm & Geog Sci, Shanghai, Peoples R China
[2] Univ Tokyo, Ctr Spatial Informat Sci, Kashiwa, Chiba 2778568, Japan
关键词
Urban Heat Island; River Cooling Effect; Urban Form; Random Forest Model; Land Surface Temperature; LAND-SURFACE TEMPERATURE; HEAT-ISLAND; THERMAL ENVIRONMENT; WATER BODIES; FORM; HETEROGENEITY; INDICATORS; FOREST; AREAS;
D O I
10.1016/j.ecolind.2025.113288
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
The impact of water bodies on mitigating temperature has gained growing attention due to the worsening urban heat island (UHI) phenomenon and efforts to develop mitigation strategies. However, most studies ignore the influence of the internal structure of the city on the cooling effect of the river. This research explores how urban morphology interacts with river cooling effects, centering on a 2000-meter buffer zone surrounding the Arakawa River in Tokyo. Through random forest regression models and correlation analysis, we quantified the impact of nine urban morphological features on Land Surface Temperature (LST) and their interaction with the river's cooling effect. The findings reveal that high building density and large-volume structures near the river significantly obstruct air circulation, diminishing the river's cooling efficiency and leading to heat accumulation. However, optimizing building heights and layouts-particularly through slender structures and reducing cluster density-can enhance air movement, thereby extending the river's cooling effect. Additionally, increasing the diversity of green spaces not only strengthens cooling effects through evaporation but also generates multi-layered synergies in distant areas and on road surfaces, further supporting urban heat mitigation strategies. These insights offer valuable guidance for mitigating heat in riverine urban environments and provide recommendations for climate conscious urban planning focused on building form, green space distribution, and river integration.
引用
收藏
页数:14
相关论文
共 82 条
[1]   The effect of multi-dimensional indicators on urban thermal conditions [J].
Alavipanah, Saddrodin ;
Schreyer, Johannes ;
Haase, Dagmar ;
Lakes, Tobia ;
Qureshi, Salman .
JOURNAL OF CLEANER PRODUCTION, 2018, 177 :115-123
[2]   Influence of the proportion, height and proximity of vegetation and buildings on urban land surface temperature [J].
Alexander, Cici .
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 95
[3]   Random forest in remote sensing: A review of applications and future directions [J].
Belgiu, Mariana ;
Dragut, Lucian .
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2016, 114 :24-31
[4]   Spatio-temporal analysis of the relationship between 2D/3D urban site characteristics and land surface temperature [J].
Berger, C. ;
Rosentreter, J. ;
Voltersen, M. ;
Baumgart, C. ;
Schmullius, C. ;
Hese, S. .
REMOTE SENSING OF ENVIRONMENT, 2017, 193 :225-243
[5]   A geoprocessing framework to compute urban indicators: The MApUCE tools chain [J].
Bocher, Erwan ;
Petit, Gwendall ;
Bernard, Jeremy ;
Palominos, Sylvain .
URBAN CLIMATE, 2018, 24 :153-174
[6]   Large-scale parameterization of 3D building morphology in complex urban landscapes using aerial LiDAR and city administrative data [J].
Bonczak, Bartosz ;
Kontokosta, Constantine E. .
COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2019, 73 :126-142
[7]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[8]   Does city-water layout matter? Comparing the cooling effects of water bodies across 34 Chinese megacities [J].
Cai, Zhi ;
Guldmann, Jean-Michel ;
Tang, Yan ;
Han, Guifeng .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2022, 324
[9]   Do water bodies play an important role in the relationship between urban form and land surface temperature? [J].
Cai, Zhi ;
Han, Guifeng ;
Chen, Mingchun .
SUSTAINABLE CITIES AND SOCIETY, 2018, 39 :487-498
[10]   The effects of 2D and 3D building morphology on urban environments: A multi-scale analysis in the Beijing metropolitan region [J].
Cao, Qian ;
Luan, Qingzu ;
Liu, Yupeng ;
Wang, Renqing .
BUILDING AND ENVIRONMENT, 2021, 192