On the effects of landscape configuration on summer diurnal temperatures in urban residential areas: application in Phoenix, AZ

Yiannis KAMARIANAKIS, Xiaoxiao LI, B. L. TURNER II, Anthony J. BRAZEL

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Front. Earth Sci. ›› 2019, Vol. 13 ›› Issue (3) : 445-463. DOI: 10.1007/s11707-017-0678-4
RESEARCH ARTICLE
RESEARCH ARTICLE

On the effects of landscape configuration on summer diurnal temperatures in urban residential areas: application in Phoenix, AZ

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Abstract

The impacts of land-cover composition on urban temperatures, including temperature extremes, are well documented. Much less attention has been devoted to the consequences of land-cover configuration, most of which addresses land surface temperatures. This study explores the role of both composition and configuration—or land system architecture—of residential neighborhoods in the Phoenix metropolitan area, on near-surface air temperature. It addresses two-dimensional, spatial attributes of buildings, impervious surfaces, bare soil/rock, vegetation and the “urbanscape” at large, from 50 m to 550 m at 100 m increments, for a representative 30-day high sun period. Linear mixed-effects models evaluate the significance of land system architecture metrics at different spatial aggregation levels. The results indicate that, controlling for land-cover composition and geographical variables, land-cover configuration, specifically the fractal dimension of buildings, is significantly associated with near-surface temperatures. In addition, statistically significant predictors related to composition and configuration appear to depend on the adopted level of spatial aggregation.

Keywords

land system architecture / urban heat island effect / linear mixed-effects models / near-surface air temperature / land-cover configuration

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Yiannis KAMARIANAKIS, Xiaoxiao LI, B. L. TURNER II, Anthony J. BRAZEL. On the effects of landscape configuration on summer diurnal temperatures in urban residential areas: application in Phoenix, AZ. Front. Earth Sci., 2019, 13(3): 445‒463 https://doi.org/10.1007/s11707-017-0678-4

References

[1]
Akbari H, Matthews H D (2012). Global cooling updates: reflective roofs and pavements. Energy Build, 55: 2–6 doi:10.1016/j.enbuild.2012.02.055
[2]
Akbari H, Pomerantz M, Taha H (2001). Cool surfaces and shade trees to reduce energy use and improve air quality in urban areas. Sol Energy, 70(3): 295–310
CrossRef Google scholar
[3]
Baker L A, Brazel A J, Selover N, Martin C, McIntyre N, Steiner F R, Nelson A, Musacchio L (2002). Urbanization and warming of Phoenix (Arizona, USA): impacts, feedbacks and mitigation. Urban Ecosyst, 6(3): 183–203
CrossRef Google scholar
[4]
Bowler D E, Buyung-Ali L, Knight T M, Pullin A S (2010). Urban greening to cool towns and cities: a systematic review of the empirical evidence. Landsc Urban Plan, 97(3): 147–155
CrossRef Google scholar
[5]
Brazel A, Gober P, Lee S J, Grossman-Clarke S, Zehnder J, Hedquist B, Comparri E (2007). Determinants of changes in the regional urban heat island in metropolitan Phoenix (Arizona, USA) between 1990 and 2004. Clim Res, 33(2): 171–182
CrossRef Google scholar
[6]
Brazel A, Selover N, Vose R, Heisler G (2000). The tale of two climates—Baltimore and Phoenix urban LTER sites. Clim Res, 15(2): 123–135
CrossRef Google scholar
[7]
Cao X, Onishi A, Chen J, Imura H (2010). Quantifying the cool island intensity of urban parks using ASTER and IKONOS data. Landsc Urban Plan, 96(4): 224–231
CrossRef Google scholar
[8]
Cermak V, Bodri L, Kresl M, Dedecek P, Safanda J (2017). Eleven years of ground-air temperature tracking over different land cover types. Int J Climatol, 37(2): 1084–1099
CrossRef Google scholar
[9]
Chow W T L, Brazel A (2012). Assessing xeriscaping as a sustainable heat island mitigation approach for a desert city. Build Environ, 47: 170–181
CrossRef Google scholar
[10]
Chow W T L, Brennan D, Brazel A (2012). Urban heat island research in Phoenix, Arizona: theoretical contributions and policy applications. Bull Am Meteorol Soc, 93(4): 517–530
CrossRef Google scholar
[11]
Chow W T L, Pope R L, Martin C A, Brazel A (2011). Observing and modeling the nocturnal park cool island of an arid city: horizontal and vertical impacts. Theor Appl Climatol, 103(1–2): 197–211
CrossRef Google scholar
[12]
Chow W T L, Svoma B M (2011). Analyses of nocturnal temperature cooling-rate response to historical local-scale urban land-use/land cover change. J Appl Meteorol Climatol, 50(9): 1872–1883
CrossRef Google scholar
[13]
Chow W T L, Volo T J, Vivoni E R, Jenerette D G, Ruddell B L (2014). Seasonal dynamics of a suburban energy balance in Phoenix, Arizona. Int J Climatol, 34(15): 3863–3880
CrossRef Google scholar
[14]
Connors J P, Galletti C S, Chow W T (2013). Landscape configuration and urban heat island effects: assessing the relationship between landscape characteristics and land surface temperature in Phoenix, Arizona. Landsc Ecol, 28(2): 271–283
CrossRef Google scholar
[15]
Declet-Barreto J, Brazel A, Martin C A, Chow W T, Harlan S L (2013). Creating the park cool island in an inner-city neighborhood: heat mitigation strategy for Phoenix, AZ. Urban Ecosyst, 16(3): 617–635
CrossRef Google scholar
[16]
Faeth S H, Bang C, Saari S (2011). Urban biodiversity: patterns and mechanisms. Ann N Y Acad Sci, 1223(1): 69–81
CrossRef Google scholar
[17]
Fast J D, Torcolini J C, Redman R (2005). Pseudovertical temperature profiles and the urban heat island measured by a temperature datalogger network in Phoenix, Arizona. J Appl Meteorol, 44(1): 3–13
CrossRef Google scholar
[18]
Forman R T T (1990). Ecologically sustainable landscapes: the role of spatial configuration. In Forman R T T, Zonnelfeld I S, eds. Changing Landscapes: An Ecological Perspective. New York: Springer, 261–278
[19]
Georgescu M, Morefield P E, Bierwagen B G, Weaver C P (2014). Urban adaptation can roll back warming of emerging megapolitan regions. Proc Natl Acad Sci USA, 111(8): 2909–2914
CrossRef Google scholar
[20]
Georgescu M, Moustaoui M, Mahalov A, Dudhia J (2011). An alternative explanation of the semiarid urban area “oasis effect”. J Geophys Res, 116(D24): D24113
CrossRef Google scholar
[21]
Gill S E, Handley J F, Ennos A R, Pauleit S (2007). Adapting cities for climate change: the role of the green infrastructure. Built Environ, 33(1): 115–133
CrossRef Google scholar
[22]
Gober P, Kirkwood C W, Balling R C, Ellis A W, Deitrick S (2010). Water planning under climatic uncertainty in Phoenix: why we need a new paradigm. Ann Assoc Am Geogr, 100(2): 356–372
CrossRef Google scholar
[23]
Grimmond C S B, Blackett M, Best M J, Baik J J, Belcher S E, Beringer J, Bohnenstengel S I, Calmet I, Chen F, Coutts A, Dandou A, Fortuniak K, Gouvea M L, Hamdi R, Hendry M, Kanda M, Kawai T, Kawamoto Y, Kondo H, Krayenhoff E S, Lee S H, Loridan T, Martilli A, Masson V, Miao S, Oleson K, Ooka R, Pigeon G, Porson A, Ryu Y H, Salamanca F, Steeneveld G J, Tombrou M, Voogt J A, Young D T, Zhang N (2011). Initial results from Phase 2 of the international urban energy balance model comparison. Int J Climatol, 31(2): 244–272
CrossRef Google scholar
[24]
Grimmond S (2007). Urbanization and global environmental change: local effects of urban warming. Geogr J, 173(1): 83–88
CrossRef Google scholar
[25]
Grossman-Clarke S, Zehnder J A, Loridan T L, Grimmond S B (2010). Contribution of land uses changes to near-surface air temperature during recent summer extreme heat events in the Phoenix metropolitan area. American Meteorological Society, 49(8): 1649–1664
[26]
Guhathakurta S, Gober P (2010). Residential land use, the urban heat island, and water use in Phoenix: a path analysis. J Plann Educ Res, 30(1): 40–51
CrossRef Google scholar
[27]
Harlan S, Brazel A, Prashad L, Stefanov W L, Larsen L (2006). Neighborhood microclimates and vulnerability to heat stress. Soc Sci Med, 63(11): 2847–2863
CrossRef Google scholar
[28]
Hondula D M, Vanos J K, Gosling S N (2013). The SSC: a decade of climate–health research and future directions. Int J Biometeorol, 58(2): 1–12
[29]
Huang G, Cadenasso M L (2016). People, landscape, and urban heat island: dynamics among neighborhood social conditions, land cover and surface temperatures. Landsc Ecol, 31(10): 2507–2515
CrossRef Google scholar
[30]
Jacobson M Z, Ten Hoeve J E (2012). Effects of urban surface and white roofs on global and regional climate. J Clim, 25(3): 1028–1044
CrossRef Google scholar
[31]
James G, Witten D, Hastie T, Tibshirani R (2013). An Introduction to Statistical Learning. New York: Springer
[32]
Jenerette G D, Harlan S, Buyantuev A, Stefanov W L, Declet-Barreto J, Ruddell B L, Myint S, Kaplan S, Li X (2016). Micro-scale urban surface temperatures are related to land-cover features and residential heat related health impacts in Phoenix, AZ USA. Landsc Ecol, 31(4): 745–760
CrossRef Google scholar
[33]
Jenerette G D, Harlan S, Stefanov W L, Martin C A (2011). Ecosystem services and urban heat riskscape moderation: water, green spaces, and social inequality in Phoenix, USA. Ecol Appl, 21(7): 2637–2651
CrossRef Google scholar
[34]
Krüger E L, Minella F O, Rasia F (2011). Impact of urban geometry on outdoor thermal comfort and air quality from field measurements in Curitiba, Brazil. Build Environ, 46(3): 621–634
CrossRef Google scholar
[35]
Kusaka H, Hara M, Takane Y (2012). Urban climate projection by the WRF Model at 3-km horizontal grid increment: dynamical downscaling and predicting heat stress in the 2070s August for Tokyo, Osaka, and Nagoya, metropolises. J Meteorol Soc Jpn, 90B(0): 47–63
CrossRef Google scholar
[36]
Li J, Song C, Cao L, Zhu F, Meng X, Wu J (2011). Impacts of landscape structure on surface urban heat islands: a case study of Shanghai, China. Remote Sens Environ, 115(12): 3249–3263
CrossRef Google scholar
[37]
Li X, Kamarianakis Y, Ouyang Y, Turner B L II, Brazel A (2017). On the association between land system architecture and land surface temperatures: evidence from a desert metropolis—Phoenix, Arizona, U.S.A. Landsc Urban Plan, 163: 107–120
CrossRef Google scholar
[38]
Li X, Li W, Middel A, Harlan S L, Brazel A, Turner B L II (2016). Remote sensing of the surface urban heat island and land architecture in Phoenix, Arizona: combined effects of land composition and configuration and cadastral-demographic-economic factors. Remote Sens Environ, 174: 233–243
CrossRef Google scholar
[39]
Li X, Myint S, Zhang Y, Galletti C, Zhang X, Turner B L II (2014). Object-based land-cover classification for metropolitan Phoenix, Arizona, using aerial photography. Int J Appl Earth Obs Geoinf, 33: 321–330
CrossRef Google scholar
[40]
Li X, Zhou W, Ouyang Z, Xu W, Zheng H (2012). Spatial pattern of greenspace affects land surface temperature: evidence from the heavily urbanized Beijing metropolitan area China. Landsc Ecol, 27(6): 887–898
CrossRef Google scholar
[41]
Lindén J (2011). Nocturnal cool island in the Sahelian city of Ouagadougou, Burkina Faso. Int J Climatol, 31(4): 605–620
CrossRef Google scholar
[42]
Loridan T, Lindberg F, Jorba O, Kotthaus S, Grossman-Clarke S, Grimmond C S B (2013). High resolution simulation of the variability of surface energy balance fluxes across Central London with urban zones for energy partitioning. Boundary-Layer Meteorol, 147(3): 493–523
CrossRef Google scholar
[43]
Maimaitiyiming M, Ghulam A, Tiyip T, Pla F, Latorre-Carmona P, Halik Ü, Sawut M, Caetano M (2014). Effects of green space spatial pattern on land surface temperature: implications for sustainable urban planning and climate change adaptation. ISPRS J Photogramm Remote Sens, 89: 59–66
CrossRef Google scholar
[44]
McGarigal K, Cushman S A, Ene E (2012). FRAGSTATS v4: Spatial Pattern Analysis Program for Categorical and Continuous Maps. University of Massachusetts, Amherst, MA
[45]
Middel A, Brazel A, Kaplan S, Myint S (2012). Daytime cooling efficiency and diurnal energy balance in Phoenix, Arizona, USA. Clim Res, 54(1): 21–34
CrossRef Google scholar
[46]
Middel A, Häb K, Brazel A J, Martin C A, Guhathakurta S (2014). Impact of urban form and design on mid-afternoon microclimate in Phoenix Local Climate Zones. Landsc Urban Plan, 122: 16–28
CrossRef Google scholar
[47]
Myint S W, Zheng B, Talen E, Fan C, Kaplan S, Middel A, Smith M, Huang H P, Brazel A (2015). Does the spatial arrangement of urban landscape matter? Examples of urban warming and cooling in Phoenix and Las Vegas. Ecosyst Health Sustain, 1(4): 1–15
CrossRef Google scholar
[48]
Myint S, Brazel A, Okin G, Buyantuyev A (2010). Combined effects of impervious surface and vegetation cover on air temperature variations in a rapidly expanding desert city. GIsci Remote Sens, 47(3): 301–320
CrossRef Google scholar
[49]
Myint S, Wentz E A, Brazel A, Quattrochi D A (2013). The impact of distinct anthropogenic and vegetation features on urban warming. Landsc Ecol, 28(5): 959–978
CrossRef Google scholar
[50]
Nichol J E, Fung W Y, Lam K, Wong M S (2009). Urban heat island diagnosis using ASTER satellite images and ‘in situ’ air temperature. Atmos Res, 94(2): 276–284
CrossRef Google scholar
[51]
Oke T R (2006). Initial guidance to obtain representative meteorological observations at urban sites. In: IOM Report No. 81. WMO/TD No. 1250. Geneva: World Meteorological Organization
[52]
Pinheiro J C, Bates D M (2009). Mixed Effects Models in S and S-plus. New York: Springer
[53]
Song J, Wang Z H, Myint S W, Wang C (2017). The hysteresis effect on surface-air temperature relationship and its implications to urban planning: an examination in Phoenix, Arizona, USA. Landsc Urban Plan, 167: 198–211
CrossRef Google scholar
[54]
Stewart I D, Oke T R (2012). Local climate zones for urban temperature studies. Bull Am Meteorol Soc, 93(12): 1879–1900
CrossRef Google scholar
[55]
Stewart I D, Oke T R, Krayenhoff E S (2014). Evaluation of the ‘local climate zone’ scheme using temperature observations and model simulations. Int J Climatol, 34(4): 1062–1080
CrossRef Google scholar
[56]
Stewart J Q, Whiteman C D, Steenburgh W J, Bian X (2002). A climatological study of thermally driven wind systems of the U. S. intermountain west. Bull Am Meteorol Soc, 83(5): 699–708
CrossRef Google scholar
[57]
Stoll M J, Brazel A J (1992). Surface-air temperature relationships in the urban environment of Phoenix, Arizona. Phys Geogr, 13(2): 160–179
[58]
Stone B Jr, Rodgers M O (2001). Urban form and thermal efficiency: how the design of cities influences the urban heat island effect. J Am Plann Assoc, 67(2): 186–198
CrossRef Google scholar
[59]
Turner B L II (2016). Land system architecture for urban sustainability: new directions for land system science illustrated by application to the urban heat island problem. J Land Use Sci, 11(6): 689–697
CrossRef Google scholar
[60]
Turner B L II, Janetos A C, Verburg P H, Murray A T (2013). Land system architecture: using land systems to adapt and mitigate global environmental change. Glob Environ Change, 23(2): 395–397
CrossRef Google scholar
[61]
Voogt J A, Oke T R (2003). Thermal remote sensing of urban climates. Remote Sens Environ, 86(3): 370–384
CrossRef Google scholar
[62]
Wang Y, Akbari H (2016). Analysis of urban heat island phenomenon and mitigation solutions evaluations for Montreal. Sustainable Cities and Society, 26: 438–446
CrossRef Google scholar
[63]
Wentz E A, Stefanov W L, Gries C, Hope D (2006). Land use and land cover mapping from diverse data sources for an arid urban environments. Comput Environ Urban Syst, 30(3): 320–346
CrossRef Google scholar
[64]
Wong N H, Yu C (2005). Study of green areas and urban heat island in a tropical city. Habitat Int, 29(3): 547–558
CrossRef Google scholar
[65]
Xiao R, Ouyang Z, Zheng H, Li W, Schienke E W, Wang X (2007). Spatial pattern of impervious surfaces and their impacts on land surface temperature in Beijing, China. J Environ Sci (China), 19(2): 250–256
CrossRef Google scholar
[66]
Yang F, Lau S Y, Qian F (2011). Urban design to lower summertime outdoor temperatures: an empirical study on high-rise housing in Shanghai. Build Environ, 46(3): 769–785
CrossRef Google scholar
[67]
Zhang Y, Murray A, Turner B L II (2017). Optimizing green space locations to reduce daytime and nighttime urban heat island effects in Phoenix, Arizona. Landsc Urban Plan, 165: 162–171
CrossRef Google scholar
[68]
Zhou W, Huang G, Cadenasso M L (2011). Does spatial configuration matter? Understanding the effects of land cover pattern on land surface temperature in urban landscapes. Landsc Urban Plan, 102(1): 54–63
CrossRef Google scholar
[69]
Zuur A, Ieno E N, Walker N, Savaliev A A, Smith G M (2009). Mixed Effects Models and Extensions in Ecology with R. New York: Springer

Acknowledgements

The Environmental Remote Sensing and Geoinformatics Labratory of the School of Geographic Science and Urban Planning provided the land-cover data. The National Science Foundation (NSF) Grant No. BCS-1026865, Central Arizona–Phoenix Long-Term Ecological Research (CAP LTER), NSF Grant No. SES-0951366, Decision Center for a Desert City II, NSF-DNS Grant No. 1419593, and USDA NIFA Grant No. 2015-67003-23508 provided support. In addition to the aforementioned organizations, we would like to thank the three anonymous reviewers and the editor for their insightful comments and suggestions.

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