Skip to main content

Advertisement

Log in

The impact of urban forest structure and its spatial location on urban cool island intensity

  • Published:
Urban Ecosystems Aims and scope Submit manuscript

Abstract

Urban forest can help decrease land surface temperature (LST) and create urban cooling effect (UCI) to mitigate urban heat island (UHI). However, it is still unclear how urban forest structure and its location affect UCI, particularly under different seasons. In this study, with plot-based urban forest structure and UCI intensity extracted from Landsat-7 Enhanced Thematic Mapper Plus (ETM+) thermal data, we first conducted correlation analyses between UCI and different forest structures (crown closure, tree height, leaf area index, basal area, stem density and diameter at breast height, etc.) and spatial location (distances from buildings and from water bodies and elevation) attributes, and we then carried out quantitative regression analyses between them. Our results indicate that (1) Urban forest could create “urban cool islands”, which were higher in summer than those in autumn.(2) UCI could be significantly affected by urban forest structural attributes, especially by crown closure and LAI. All urban forest structural attributes had positive linear relationships with UCI except for LAI and basal area which had positive non-linear relationships with UCI.; (3) UCI in urban forest could also be affected by its spatial location but not by its elevation. The UCI non-linearly decreased with decreasing distance from buildings and with increasing distance from water bodies. The threshold values of DB for significantly affecting UCI variation is approximately between 100 m and 300 m in summer and autumn, respectively; and (4) the relationships between UCI and urban forest structure and its location attributes were complex and seasonal dependent. Urban forest attributes had greater effects on increasing UCI in summer than those in autumn. These findings would deepen our understanding of interactions between UCI and urban forest attributes and provide urban planners with useful information about how to design urban forest to effectively mitigate UHI effects.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Alavipanah S, Wegmann M, Qureshi S, Weng Q, Koellner T (2015) The role of vegetation in mitigating urban land surface temperatures: a case study of Munich, Germany during the warm season. Sustainability 7(4):4689–4706

    Article  Google Scholar 

  • Alonzo M, Bodo B, Joseph PM, Alex S, Dar AR (2015) Mapping urban forest leaf area index with airborne lidar using penetration metrics and allometry. Remote Sens Environ 162:141–153

    Article  Google Scholar 

  • Basu R, Samet JM (2002) Relation between elevated ambient temperature and mortality: a review of the epidemiologic evidence. Epidemiol Rev 24:190–202

    Article  PubMed  Google Scholar 

  • Bowler DE, Buyung-Ali L, Knight TM, Pullin AS (2010) Urban greening to cool towns and cities: a systematic review of the empirical evidence. Landsc Urban Plan 97:147–155

    Article  Google Scholar 

  • Buyantuyev A, Wu J (2010) Urban heat islands and landscape heterogeneity: linking spatiotemporal variations in surface temperatures to land-cover and socioeconomic patterns. Landsc Ecol 25:17–33

    Article  Google Scholar 

  • Cao X, Onishi A, Chen J, Imura H (2010) Quantifying the cool island intensityof urban parks using ETM and IKONOS data. Landsc Urban Plan 96:224–231

    Article  Google Scholar 

  • Chang CR, Li MH, Chang SD (2007) A preliminary study on the local cool-island intensity of Taipei city parks. Landsc Urban Plan 80:386–395

    Article  Google Scholar 

  • Chen Y, Wong NH (2006) Thermal benefits of city parks. Energ Buildings 38:105–120

    Article  Google Scholar 

  • Chen K, Bi J, Chen J, Chen X, Huang L, Zhou L (2014) Influence of heat wave definitions to the added effect of heat waves on daily mortality in Nanjing, China. Sci Total Environ 506:18–25

    Article  CAS  PubMed  Google Scholar 

  • Declet-Barreto J (2013) Creating the park cool island in an inner-city neighborhood: heat mitigation strategy for Phoenix, AZ. Urban Ecosys 16:617–635

    Article  Google Scholar 

  • Diana EB, Lisette B, Teri MK, Andrew SP (2010) Urban greening to cool towns and cities: a systematic review of the empirical evidence. Landsc Urban Plan 97:147–155

    Article  Google Scholar 

  • Dimoudi A, Nikolopoulou M (2003) Vegetation in the urban environment: micro-climate analysis and benefits. Energ Buildings 35:69–76

    Article  Google Scholar 

  • Du H, Cai W, Xu Y, Wang Z, Wang Y, Cai Y (2017) Quantifying the cool island effects of urban green spaces using remote sensing data. Urban For Urban Gree 27:24–34

    Article  Google Scholar 

  • Georgi NJ, Dimitriou D (2010) The contribution of urban green spaces to the improvement of environment in cities: case study of Chania, Greece. Build Environ 45:1401–1414

    Article  Google Scholar 

  • Givoni, B, 1998: Climate considerations in building and urban design. New York: John Wiley & Sons, Inc;

  • Gray J, Song C (2012) Mapping leaf area index using spatial, spectral, and temporal information from multiple sensors. Remote Sens Environ 119:173–183

    Article  Google Scholar 

  • Hamada S, Ohta T (2010) Seasonal variations in the cooling effect of urban green areas on surrounding urban areas. Urban For Urban Gree 9(1):15–24

    Article  Google Scholar 

  • Hart MA, Sailor DJ (2008) Quantifying the influence of land-use and surface characteristics on spatial variability in the urban heat island. Theor Appl Climatol 95:397–406

    Article  Google Scholar 

  • Howe DA, Hathaway JM, Ellis KN, Mason LR (2017) Spatial and temporal variability of air temperature across urban neighborhoods with varying amounts of tree canopy. Urban For Urban Gree 27:109–116

    Article  Google Scholar 

  • Imhoff ML, Zhang P, Wolfe RE, Bounoua L (2010) Remote sensing of the urban heat island effect across biomes in the continental USA. Remote Sens Environ 14:504–513

    Article  Google Scholar 

  • Jauregui E (1990) Influence of a large urban park on temperature and convective precipitation in a tropical city. Energ Buildings 15:457–463

    Article  Google Scholar 

  • Jenerette GD (2011) Ecosystem services and urban heat riskscape moderation: water, green spaces, and social inequality in Phoenix, USA. Ecol Appl 21:2637–2651

    Article  PubMed  Google Scholar 

  • Jusuf SK, Wong NH, Hagen E, Anggoro R, Hong Y (2007) The influence of land use on the urban heat island in Singapore. Habitat Int 31:232–242

    Article  Google Scholar 

  • Klenk J, Clemens B, Kilian R (2010) Heat-related mortality in resident of nursing homes. Age Ageing 3:245–252

    Article  Google Scholar 

  • Kolokotroni M, Zhang Y, Watkins R (2007) The London heat island and building cooling design. Sol Energy 81:102–110

    Article  Google Scholar 

  • Lin B-S, Lin Y-J (2010) Cooling effect of shade trees with different characteristics in a subtropical Urban Park. Hortscience 45:83–86

    Google Scholar 

  • Lindén J, Fonti P, Esper J (2016) Temporal variations in microclimate cooling induced by urban trees in Mainz, Germany. Urban For Urban Gree 20:198–209

    Article  Google Scholar 

  • Liu CF, Li MM, He XY, Chen W, Xu WY, Zhao GL, Ning ZH (2003) Concept discussion and analysis of urban forest. Chin J Ecol 22(5):146–149. [Chinese]

  • Livesley SJ, Mcpherson EG, Calfapietra C (2016) The urban forest and ecosystem services: impacts on urban water, heat, and pollution cycles at the tree, street, and city scale. J Environ Qual 45(1):119

    Article  CAS  PubMed  Google Scholar 

  • Mcpherson EG, David N, Gordon H (1997) Quantifying urban forest structure, function, and value: the Chicago urban Forest climate project. Urban Ecosys 1:49–61

    Article  Google Scholar 

  • Nowak DJ (1994) Understanding the structure of urban forests. J Forest 92:36–41

    Article  Google Scholar 

  • Nunez M, Oke TR (1977) Energy balance of an urban canyon. J Appl Meteorol 16(1):11–19

    Article  Google Scholar 

  • Oke TR (2007) Towards better scientific communication in urban climate. Theor Appl Climato 84(1-3):179–190

    Article  Google Scholar 

  • Oliveira S, Andrade H, Vaz T (2011) The cooling effect of green spaces as a contribution to the mitigation of urban heat: a case study in Lisbon. Build Environ 46:2186–2194

    Article  Google Scholar 

  • Potchter O, Cohen P, Bitan A (2006) Climatic behavior of various urban parks during hot and humid summer in the Mediterranean city of TEL AVIV, ISRAEL. Int J Climatol 26:1695–1711

    Article  Google Scholar 

  • Qin ZH, Karnieli A, Berliner PA (2001) A mono-window algrithm for retrieving land surface temperature from LandsatTM data and its application to the Israel-Egypt border region. Int J Remote Sens 22(18):3719–3746

    Article  Google Scholar 

  • Ren Z, He X, Zheng H (2013) Estimation of the relationship between Urban Park characteristics and park cool island intensity by remote sensing data and field measurement. Forests 4:868–886

    Article  Google Scholar 

  • Ren Z, Zheng H, He X, Zhang D, Yu X (2015) Estimation of the relationship between urban vegetation configuration and land surface temperature with remote sensing. J Indian Soc Remote 43(1):89–100

    Article  Google Scholar 

  • Saaroni H, Ziv B (2003) The impact of a small lake on heat stress in a Mediterranean urban park: the case of Tel Aviv. Israel Int J Biometeorol 47(3):156–165

    PubMed  Google Scholar 

  • Sarrat C, Lemonsu A, Masson V, Guedalia D (2006) Impact of urban heat island on regional atmospheric pollution. Atmos Environ 40:1743–1758

    Article  CAS  Google Scholar 

  • Shashua-Bar L, Hoffman ME (2000) Vegetation as climatic component in the design of an urban street-an empirical model for predicting the cooling effect of urban green areas with trees. Energ Building 31:221–235

    Article  Google Scholar 

  • Shashua-Bar L, Hoffman ME (2002) The green CTTC model for predicting the air temperature in small urban wooded sites. Build Environ 37:1279–1288

    Article  Google Scholar 

  • Shashua-Bar L, Pearlmutter D, Erell E (2009) The cooling efficiency of urban landscape strategies in a hot dry climate. Landsc Urban Plan 92:179–186

    Article  Google Scholar 

  • Shashua-Bar L, Potchter O, Bitan A, Boltansky D, Yaakov Y (2010) Microclimate modelling of street tree species effects within the varied urban morphology in the Mediterranean city of Tel Aviv. Israel Int J Climatol 30:44–57

    Google Scholar 

  • Shiflett SA, Liang LL, Crum SM, Feyisa GL, Wang J, Jenerette GD (2017) Variation in the urban vegetation, surface temperature, air temperature nexus. Sci Total Environ 579:495–505

    Article  CAS  PubMed  Google Scholar 

  • Taha H (1997) Urban climates and heat islands: albedo, evapotranspiration, and anthropogenic heat. Energ Buildings 25:99–103

    Article  Google Scholar 

  • Tallis MJ, Amorim JH, Calfapietra C, 2015: The impacts of green infrastructure on air quality and temperature. In: Handbook on green infrastructure. (eds Sinnett D, Smith N, Burgess S) pp Page, Edward Elgar Publishing

  • Voogt JA, Oke TR (2003) Thermal remote sensing of urban climates. Remote Sens Environ 86(3):370–384

    Article  Google Scholar 

  • Weng Q, Yang S (2006) Urban air pollution patterns, land use, and thermal landscape: an examination of the linkage using GIS. Environ Monit Assess 117:463–489

    Article  CAS  PubMed  Google Scholar 

  • Weng Q, Lu D, Schubring J (2004) Estimation of land surface temperature–vegetation abundance relationship for urban heat island studies. Remote Sens Environ 89:467–483

    Article  Google Scholar 

  • Weng Q, Liu H, Lu D (2007) Assessing the effects of land use and land cover patterns on thermal conditions using landscape metrics in city of Indianapolis, United States. Urban Ecosys 10(2):203–219

    Article  Google Scholar 

  • Yan H, Fan S, Guo C, Wu F, Zhang N, Li D (2014) Assessing the effects of landscape design parameters on intra-urban air temperature variability: the case of Beijing, China. Build Environ 76:44–53

    Article  Google Scholar 

  • Yang C, He X, Yu L, Yang J, Yan F, Bu K, Chang L, Zhang S (2017a) The cooling effect of urban parks and its monthly variations in a snow climate City. Remote Sens 9:1066–1076

    Article  Google Scholar 

  • Yang AS, Juan YH, Wen CY, Chang CJ (2017b) Numerical simulation of cooling effect of vegetation enhancement in a subtropical urban park. Appl Energy 192:178–200

    Article  Google Scholar 

  • Yuan F, Bauer ME (2007) Comparison of impervious surface area and normalized difference forest index as indicators of surface urban heat island effects in Landsat imagery. Remote Sens Environ 106:375–386

    Article  Google Scholar 

  • Zölch T, Maderspacher J, Wamsler C, Pauleit S (2016) Using green infrastructure for urban climate-proofing: an evaluation of heat mitigation measures at the micro-scale. Urban For Urban Gree 20:305–316

    Article  Google Scholar 

Download references

Acknowledgements

This research was supported by Youth Science fund project (41701210) approved by the National Natural Science Foundation of China, Science Development Project of Jilin Province, China (20180418138FG), the “Strategic Priority Research Program” of the Chinese Academy of Sciences (KFZD-SW-302-03) and Foundation for Excellent Young Scholars of Northeast Institute of Geography and Agroecology, CAS (DLSYQ13004). Thanks for the English editing by Dr. Pu in University of South Florida. We also want to provide our great gratitude to the editors and the anonymous reviewers who gave us their insightful comments and suggestions.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Zhibin Ren.

Additional information

Highlights

• We explore the potential effects of urban forest structure and its location on UCI (Urban cool Island) by Remote Sensing Data (Landsat-7 Enhanced Thematic Mapper Plus (ETM+)) and Field Measurement.

• Urban forest could create “urban cool islands” and the UCI of urban forests in summer was larger than that in autumn.

• UCI can be significantly affected by urban forest structural attributes, especially by crown closure, and LAI. All urban forest structural attributes had positive linear relationships with UCI except for LAI and basal area which had positive non-linear relationships with UCI.

• UCI in urban forest can also be affected by its spatial location but not by its elevation and UCI non-linearly increased with increasing distance from buildings and with decreasing distance from water bodies. The threshold values of DB for significantly affecting UCI variation is approximately between 100m and 300m in summer and autumn, respectively.

• Urban forest attributes had greater effects on increasing UCI in summer than those in autumn.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ren, Z., He, X., Pu, R. et al. The impact of urban forest structure and its spatial location on urban cool island intensity. Urban Ecosyst 21, 863–874 (2018). https://doi.org/10.1007/s11252-018-0776-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11252-018-0776-4

Keywords

Navigation