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Abstract
● Under thermodynamic, urban ecosystem fits scaling law due to self-organization.
● Urban ecosystem has similar scaling to social economic system.
● The scaling law transitions are reflected in the multistable coexistence.
Prior research has consistently demonstrated that urban economic and social systems adhere to the empirical scaling law. Furthermore, a plethora of evidence, including the scale-free networks of energy metabolism, the allometric growth patterns of species and populations, and the scaling law relationship between exergy and transformity in biosphere systems across various levels, indicates that urban ecosystems exhibit multi-level scaling law characteristics in energy metabolism under self-organization, alongside significant human activity imprints. This study synthesizes these findings to hypothesize that urban ecological components are also aligned with system-level scaling theory within the urban metabolism framework. This encompasses: 1) the existence of multistable coexistence and mutual transformation phenomena, mirroring the dynamic nature of scaling laws; and 2) a nuanced balance between the ecosystem and the socio-economic system, particularly in the realms of spatial competition and output efficiency. The ecosystem scaling theory hypotheses of urban metabolic processes offer a theoretical foundation for identifying ecological security tipping points, which are pivotal in the strategic decision-making for ecological planning and management in the future.
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Keywords
Ecosystem scaling theory
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Urban metabolism
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Complexity
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Critical review
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Gengyuan Liu, Mingwan Wu.
Thermodynamic-based ecological scaling theory in urban metabolic framework: a review.
Front. Environ. Sci. Eng., 2025, 19(1): 4 DOI:10.1007/s11783-025-1924-8
| [1] |
Alberti M, Palkovacs E P, Roches S D, Meester L D, Brans K I, Govaert L, Grimm N B, Harris N C, Hendry A P, Schell C J. . (2020). The complexity of urban eco-evolutionary dynamics. Bioscience, 70(9): 772–793
|
| [2] |
Alves D, Barreira A P, Guimarães M H, Panagopoulos T. (2016). Historical trajectories of currently shrinking Portuguese cities: a typology of urban shrinkage. Cities (London, England), 52: 20–29
|
| [3] |
Arshad S, Hu S, Ashraf B N. (2018). Zipf’s law and city size distribution: a survey of the literature and future research agenda. Physica A: Statistical Mechanics and its Applications, 492: 75–92
|
| [4] |
Auerbach F. (1913). Das gesetz der bevölkerungskonzentration: the law of population concentration. Petermanns Geographische Mitteilungen, 59: 74–76
|
| [5] |
Batty M. (2008). The size, scale, and shape of cities. Science, 319(5864): 769–771
|
| [6] |
BenedictM A, McMahon E T (2012). Green Infrastructure: Linking Landscapes and Communities. Washington, DC: Island Press
|
| [7] |
Bettencourt L M. (2013). The origins of scaling in cities. Science, 340(6139): 1438–1441
|
| [8] |
Bettencourt L M, Lobo J, Helbing D, Kühnert C, West G B. (2007). Growth, innovation, scaling, and the pace of life in cities. Proceedings of the National Academy of Sciences of the United States of America, 104(17): 7301–7306
|
| [9] |
Bilal U, de Castro C P, Alfaro T, Barrientos-Gutierrez T, Barreto M L, Leveau C M, Martinez-Folgar K, Miranda J J, Montes F, Mullachery P. . (2021). Scaling of mortality in 742 metropolitan areas of the Americas. Science Advances, 7(50): eabl6325
|
| [10] |
Bristow D, Kennedy C. (2015). Why do cities grow? Insights from nonequilibrium thermodynamics at the urban and global scales. Journal of Industrial Ecology, 19(2): 211–221
|
| [11] |
Brown J H, Gillooly J F, Allen A P, Savage V M, West G B. (2004). Toward a metabolic theory of ecology. Ecology, 85(7): 1771–1789
|
| [12] |
Brown M T, Campbell D E, de Vilbiss C, Ulgiati S. (2016). The geobiosphere emergy baseline: a synthesis. Ecological Modelling, 339: 92–95
|
| [13] |
Brown M T, Ulgiati S. (2004). Energy quality, emergy, and transformity: H.T. Odum’s contributions to quantifying and understanding systems. Ecological Modelling, 178(1−2): 201–213
|
| [14] |
Brown M T, Ulgiati S. (2016). Assessing the global environmental sources driving the geobiosphere: a revised emergy baseline. Ecological Modelling, 339: 126–132
|
| [15] |
Chen S Q, Chen B. (2015). Urban energy consumption: different insights from energy flow analysis, input-output analysis and ecological network analysis. Applied Energy, 138: 99–107
|
| [16] |
Chen Y, Liu G, Yan N, Yang Q, Gao H, Su L, Santagata R. (2023). Comprehensive evaluation of urban greenspace ecological values marketability through the spatial relationship between housing price and ecosystem services. Ecological Modelling, 484: 110482
|
| [17] |
ConanM (2000). Environmentalism in Landscape Architecture. Washington, DC: Dumbarton Oaks
|
| [18] |
Costanza R, de Groot R, Sutton P, van der Ploeg S, Anderson S J, Kubiszewski I, Farber S, Turner R K. (2014). Changes in the global value of ecosystem services. Global Environmental Change, 26: 152–158
|
| [19] |
Cristiano S, Zucaro A, Liu G, Ulgiati S, Gonella F. (2020). On the systemic features of urban systems: a look at material flows and cultural dimensions to address post-growth resilience and sustainability. Frontiers in Sustainable Cities, 2: 12
|
| [20] |
Cueva J, Yakouchenkova I A, Fröhlich K, Dermann A F, Dermann F, Köhler M, Grossmann J, Meier W, Bauhus J, Schroder D. . (2022). Synergies and trade-offs in ecosystem services from urban and peri-urban forests and their implication to sustainable city design and planning. Sustainable Cities and Society, 82: 103903
|
| [21] |
Cui D, Zeng W H, Ma B R, Zhuo Y, Xie Y X. (2021). Ecological network analysis of an urban water metabolic system: integrated metabolic processes of physical and virtual water. Science of the Total Environment, 787: 147432
|
| [22] |
Cumming G S. (2013). Scale mismatches and reflexive law. Ecology and Society, 18(1): 15
|
| [23] |
Cumming G S, Cumming D H, Redman C L. (2006). Scale mismatches in social-ecological systems: causes, consequences, and solutions. Ecology and Society, 11(1): 14
|
| [24] |
Cumming G S, Peterson G D. (2017). Unifying research on social–ecological resilience and collapse. Trends in Ecology & Evolution, 32(9): 695–713
|
| [25] |
Damuth J. (1981). Population density and body size in mammals. Nature, 290(5808): 699–700
|
| [26] |
Dasgupta R, Basu M, Hashimoto S, Estoque R C, Kumar P, Johnson B, Mitra B, Mitra P. (2022). Residents’ place attachment to urban green spaces in Greater Tokyo region: an empirical assessment of dimensionality and influencing socio-demographic factors. Urban Forestry & Urban Greening, 67: 127438
|
| [27] |
Egerer M, Fouch N, Anderson E C, Clarke M. (2020). Socio-ecological connectivity differs in magnitude and direction across urban landscapes. Scientific Reports, 10(1): 4252
|
| [28] |
ElZein Z, Abdou A, ElGawad I A. (2016). Constructed wetlands as a sustainable wastewater treatment method in communities. Procedia Environmental Sciences, 34: 605–617
|
| [29] |
Fath B D, Asmus H, Asmus R, Baird D, Borrett S R, de Jonge V N, Ludovisi A, Niquil N, Scharler U M, Schückel U. . (2019). Ecological network analysis metrics: the need for an entire ecosystem approach in management and policy. Ocean and Coastal Management, 174: 1–14
|
| [30] |
Felipe-Lucia M R, Soliveres S, Penone C, Fischer M, Ammer C, Boch S, Boeddinghaus R S, Bonkowski M, Buscot F, Fiore-Donno A M. . (2020). Land-use intensity alters networks between biodiversity, ecosystem functions, and services. Proceedings of the National Academy of Sciences of the United States of America, 117(45): 28140–28149
|
| [31] |
Feng F, Yang X, Jia B, Li X, Li X, Xu C, Wang K. (2024). Variability of urban fractional vegetation cover and its driving factors in 328 cities in China. Science China. Earth Sciences, 67(2): 466–482
|
| [32] |
Galiana N, Lurgi M, Bastazini V A, Bosch J, Cagnolo L, Cazelles K, Claramunt-López B, Emer C, Fortin M, Grass I. . (2022). Ecological network complexity scales with area. Nature Ecology & Evolution, 6(3): 307–314
|
| [33] |
Gao J, Li S. (2011). Detecting spatially non-stationary and scale-dependent relationships between urban landscape fragmentation and related factors using Geographically Weighted Regression. Applied Geography, 31(1): 292–302
|
| [34] |
Gomez-Lievano A, Patterson-Lomba O, Hausmann R. (2017). Explaining the prevalence, scaling and variance of urban phenomena. Nature Human Behaviour, 1(1): 0012
|
| [35] |
Gong P, Chen B, Li X, Liu H, Wang J, Bai Y, Chen J, Chen X, Fang L, Feng S. . (2020). Mapping essential urban land use categories in China (EULUC-China): preliminary results for 2018. Science Bulletin, 65(3): 182–187
|
| [36] |
Govaert L, Fronhofer E A, Lion S, Eizaguirre C, Bonte D, Egas M, Hendry A P, de Brito Martins A, Melián C J, Raeymaekers J A. . (2019). Eco-evolutionary feedbacks: theoretical models and perspectives. Functional Ecology, 33(1): 13–30
|
| [37] |
Gu C. (2019). Urbanization: processes and driving forces. Science China. Earth Sciences, 62(9): 1351–1360
|
| [38] |
He L, Xie Z, Wu H, Liu Z, Zheng B, Wan W. (2024). Exploring the interrelations and driving factors among typical ecosystem services in the Yangtze River Economic Belt, China. Journal of Environmental Management, 351: 119794
|
| [39] |
Johnson M T, Munshi-South J. (2017). Evolution of life in urban environments. Science, 358(6363): eaam8327
|
| [40] |
Keuschnigg M, Mutgan S, Hedström P. (2019). Urban scaling and the regional divide. Science Advances, 5(1): eaav0042
|
| [41] |
Kleiber M. (1947). Body size and metabolic rate. Physiological Reviews, 27(4): 511–541
|
| [42] |
Koellner T, de Baan L, Beck T, Brandão M, Civit B, Margni M, Canals L M, Saad R, de Souza D M, Müller-Wenk R. (2013). UNEP-SETAC guideline on global land use impact assessment on biodiversity and ecosystem services in LCA. International Journal of Life Cycle Assessment, 18(6): 1188–1202
|
| [43] |
Kowarik I. (2023). Urban biodiversity, ecosystems and the city. Insights from 50 years of the Berlin School of urban ecology. Landscape and Urban Planning, 240: 104877
|
| [44] |
Lee D J, Brown M T. (2021). Estimating the value of global ecosystem structure and productivity: a geographic information system and emergy based approach. Ecological Modelling, 439: 109307
|
| [45] |
Lei W, Jiao L, Xu G. (2022). Understanding the urban scaling of urban land with an internal structure view to characterize China’s urbanization. Land Use Policy, 112: 105781
|
| [46] |
Lenton T M, Kohler T A, Marquet P A, Boyle R A, Crucifix M, Wilkinson D M, Scheffer M. (2021). Survival of the systems. Trends in Ecology & Evolution, 36(4): 333–344
|
| [47] |
Li C, Fu B, Wang S, Stringer L C, Zhou W, Ren Z, Hu M, Zhang Y, Rodriguez-Caballero E, Weber B. . (2023). Climate-driven ecological thresholds in China’s drylands modulated by grazing. Nature Sustainability, 6(11): 1363–1372
|
| [48] |
Li R, Dong L, Zhang J, Wang X, Wang W, Di Z, Stanley H E. (2017). Simple spatial scaling rules behind complex cities. Nature Communications, 8(1): 1841
|
| [49] |
Li T, Jin Y, Huang Y. (2022). Water quality improvement performance of two urban constructed water quality treatment wetland engineering landscaping in Hangzhou, China. Water Science and Technology, 85(5): 1454–1469
|
| [50] |
Liu G, Yang Z, Giannetti B F, Casazza M, Agostinho F, Pan J, Yan N, Hao Y, Zhang L, Almeida C M. (2021). Energy constrains to increasing complexity in the biosphere. The Innovation, 2(4): 100169
|
| [51] |
Liu J, Dietz T, Carpenter S R, Alberti M, Folke C, Moran E, Pell A N, Deadman P, Kratz T, Lubchenco J. . (2007). Complexity of coupled human and natural systems. Science, 317(5844): 1513–1516
|
| [52] |
Liu Z, Gao S, Cai W, Li Z, Wang C, Chen X, Ma Z, Zhao Z. (2023a). Projections of heat-related excess mortality in china due to climate change, population and aging. Frontiers of Environmental Science & Engineering, 17(11): 132
|
| [53] |
LiuZ, SongJ, YuH, HongG (2022). Analysis of scaling law characteristics of Chinese urban parks. Chinese Landscape Architecture, 38(7): 50–55 (in Chinese)
|
| [54] |
Liu Z, Wang S, Fang C. (2023b). Spatiotemporal evolution and influencing mechanism of ecosystem service value in the Guangdong-Hong Kong-Macao Greater Bay Area. Journal of Geographical Sciences, 33(6): 1226–1244
|
| [55] |
Lobo J, Bettencourt L M, Smith M E, Ortman S. (2020). Settlement scaling theory: Bridging the study of ancient and contemporary urban systems. Urban Studies, 57(4): 731–747
|
| [56] |
Loomis J, Kent P, Strange L, Fausch K, Covich A. (2000). Measuring the total economic value of restoring ecosystem services in an impaired river basin: results from a contingent valuation survey. Ecological Economics, 33(1): 103–117
|
| [57] |
Lu M, Zhou C, Wang C, Jackson R B, Kempes C P. (2024). Worldwide scaling of waste generation in urban systems. Nature Cities, 1(2): 126–135
|
| [58] |
Makarieva A M, Gorshkov V G, Li B. (2004). Body size, energy consumption and allometric scaling: a new dimension in the diversity–stability debate. Ecological Complexity, 1(2): 139–175
|
| [59] |
MakarievaA M, GorshkovV G, LiB (2011). Have ecological human rights been globally lost? A conflict of ecological spatial requirements and cultural landscape opportunities in Modern Homo sapiens. In: Hong S K, Kim J E, Wu J, Nakagoshi N, eds. Landscape Ecology in Asian Cultures. Tokyo: Springer
|
| [60] |
Marquet P A, Quiñones R A, Abades S, Labra F, Tognelli M, Arim M, Rivadeneira M. (2005). Scaling and power-laws in ecological systems. Journal of Experimental Biology, 208(9): 1749–1769
|
| [61] |
McGarigalK (1995). FRAGSTATS: spatial pattern analysis program for quantifying landscape structure. Portland: US Department of Agriculture, Forest Service, Pacific Northwest Research Station
|
| [62] |
Meng X, Jiang Z, Wang X, Long Y. (2021). Shrinking cities on the globe: Evidence from LandScan 2000–2019. Environment and Planning A: Economy and Space, 53(6): 1244–1248
|
| [63] |
Meng X, Long Y. (2022). Shrinking cities in China: Evidence from the latest two population censuses 2010–2020. Environment and Planning A: Economy and Space, 54(3): 449–453
|
| [64] |
Nelson E, Mendoza G, Regetz J, Polasky S, Tallis H, Cameron D R, Chan K, Daily G C, Goldstein J, Kareiva P M. . (2009). Modeling multiple ecosystem services, biodiversity conservation, commodity production, and tradeoffs at landscape scales. Frontiers in Ecology and the Environment, 7(1): 4–11
|
| [65] |
Nieuwenhuijsen M J. (2016). Urban and transport planning, environmental exposures and health-new concepts, methods and tools to improve health in cities. Environmental Health, 15(S1): S38
|
| [66] |
Niu Y, Yang J, Zhao Q, Gao Y, Xue T, Yin Q, Yin P, Wang J, Zhou M, Liu Q. (2023). The main and added effects of heat on mortality in 33 chinese cities from 2007 to 2013. Frontiers of Environmental Science & Engineering, 17(7): 81
|
| [67] |
OdumH T (1971). Environment, Power, and Society. Hoboken: John Wiley & Sons Inc.
|
| [68] |
Ortman S G, Lobo J, Smith M E. (2020). Cities: complexity, theory and history. PLoS One, 15(12): e0243621
|
| [69] |
Ouyang X, Tang L, Wei X, Li Y. (2021). Spatial interaction between urbanization and ecosystem services in Chinese urban agglomerations. Land Use Policy, 109: 105587
|
| [70] |
PattenB C, Mulholland R J, GowdyC M (197197). Systems analysis and simulation in ecology. New York: Academic Press
|
| [71] |
Patten B C, Odum E P. (1981). The cybernetic nature of ecosystems. The American Naturalist, 118(6): 886–895
|
| [72] |
PengJ, Tian L, LiuY X, ZhaoM Y, HuY N, WuJ S (2017). Ecosystem services response to urbanization in metropolitan areas: thresholds identification. Science of the Total Environment, 607–607: 706–714
|
| [73] |
Perino G, Andrews B, Kontoleon A, Bateman I. (2014). The value of urban green space in Britain: a methodological framework for spatially referenced benefit transfer. Environmental and Resource Economics, 57(2): 251–272
|
| [74] |
Piao S, Huang M, Liu Z, Wang X H, Ciais P, Canadell J G, Wang K, Bastos A, Friedlingstein P, Houghton R A. . (2018). Lower land-use emissions responsible for increased net land carbon sink during the slow warming period. Nature Geoscience, 11(10): 739–743
|
| [75] |
Piao S, Wang X, Park T, Chen C, Lian X U, He Y, Bjerke J W, Chen A, Ciais P, Tommervik H. . (2019). Characteristics, drivers and feedbacks of global greening. Nature Reviews. Earth & Environment, 1(1): 14–27
|
| [76] |
Pickett S T, Cadenasso M L, Grove J M, Nilon C H, Pouyat R V, Zipperer W C, Costanza R. (2001). Urban ecological systems: linking terrestrial ecological, physical, and socioeconomic components of metropolitan areas. Annual Review of Ecology and Systematics, 32(1): 127–157
|
| [77] |
Pinto-Ramos D, Clerc M G, Tlidi M. (2023). Topological defects law for migrating banded vegetation patterns in arid climates. Science Advances, 9(31): eadf6620
|
| [78] |
Pulido Barrera P, Rosales Carreón J, de Boer H J. (2018). A multi-level framework for metabolism in urban energy systems from an ecological perspective. Resources, Conservation and Recycling, 132: 230–238
|
| [79] |
Qu S, Yu K, Hu Y C, Zhou C C, Xu M. (2023). Scaling of energy, water, and waste flows in China’s prefecture- level and provincial cities. Environmental Science & Technology, 57(2): 1186–1197
|
| [80] |
Ramaswami A, Jiang D Q, Tong K K, Zhao J. (2018). Impact of the economic structure of cities on urban scaling factors implications for urban material and energy flows in China. Journal of Industrial Ecology, 22(2): 392–405
|
| [81] |
Rietkerk M, Bastiaansen R, Banerjee S, van de Koppel J, Baudena M, Doelman A. (2021). Evasion of tipping in complex systems through spatial pattern formation. Science, 374(6564): eabj0359
|
| [82] |
Rodríguez J P, Beard T D Jr, Bennett E M, Cumming G S, Cork S J, Agard J, Dobson A P, Peterson G D. (2006). Trade-offs across space, time, and ecosystem services. Ecology and Society, 11(1): 28
|
| [83] |
Roy S, Byrne J, Pickering C. (2012). A systematic quantitative review of urban tree benefits, costs, and assessment methods across cities in different climatic zones. Urban Forestry & Urban Greening, 11(4): 351–363
|
| [84] |
Schneider E D, Kay J J. (1994). Complexity and thermodynamics: towards a new ecology. Futures, 26(6): 626–647
|
| [85] |
Schneider F D, Kéfi S. (2016). Spatially heterogeneous pressure raises risk of catastrophic shifts. Theoretical Ecology, 9(2): 207–217
|
| [86] |
Shah A M, Liu G, Chen Y, Yang Q, Yan N, Agostinho F, Almeida C M V B, Giannetti B F. (2023). Urban constructed wetlands: assessing ecosystem services and disservices for safe, resilient, and sustainable cities. Frontiers of Engineering Management, 10(4): 582–596
|
| [87] |
Shao Z, Li Y, Gong H, Chai H. (2024). From risk control to resilience: developments and trends of urban roads designed as surface flood passages to cope with extreme storms. Frontiers of Environmental Science & Engineering, 18(2): 22
|
| [88] |
Sharifi A, Yamagata Y. (2016). Principles and criteria for assessing urban energy resilience: a literature review. Renewable & Sustainable Energy Reviews, 60: 1654–1677
|
| [89] |
Shutters S T, Muneepeerakul R, Lobo J. (2015). Quantifying urban economic resilience through labour force interdependence. Palgrave Communications, 1: 15010
|
| [90] |
Singer H W. (1936). The “Courbe des Populations”: a parallel to Pareto’s law. Economic Journal, 46(182): 254–263
|
| [91] |
Soares A L, Rego F C, McPherson E G, Simpson J R, Peper P J, Xiao Q. (2011). Benefits and costs of street trees in Lisbon, Portugal. Urban Forestry & Urban Greening, 10(2): 69–78
|
| [92] |
Song J, Lu Y, Fischer T, Hu K. (2024). Effects of the urban landscape on heatwave-mortality associations in Hong Kong: comparison of different heatwave definitions. Frontiers of Environmental Science & Engineering, 18(1): 11
|
| [93] |
Spyra M, La Rosa D, Zasada I, Sylla M, Shkaruba A. (2020). Governance of ecosystem services trade-offs in Peri-urban landscapes. Land Use Policy, 95: 104617
|
| [94] |
Sugar L, Kennedy C. (2021). Urban scaling and the benefits of living in cities. Sustainable Cities and Society, 66: 102617
|
| [95] |
Sun X, Ma Q, Fang G. (2023). Spatial scaling of land use/land cover and ecosystem services across urban hierarchical levels: patterns and relationships. Landscape Ecology, 38(3): 753–777
|
| [96] |
Szulkin M, Garroway C J, Corsini M, Kotarba A Z, Dominoni D. (2020). How to quantify urbanization when testing for urban evolution. Urban Evolutionary Biology, 13(1): 1861–1876
|
| [97] |
Tzoulas K, Korpela K, Venn S, Yli-Pelkonen V, Kaźmierczak A, Niemela J, James P. (2007). Promoting ecosystem and human health in urban areas using Green Infrastructure: A literature review. Landscape and Urban Planning, 81(3): 167–178
|
| [98] |
UlanowiczR E (2012). Growth and development: ecosystems phenomenology. Berlin: Springer Science & Business Media
|
| [99] |
van den Elsen E, Stringer L C, de Ita C, Hessel R, Kéfi S, Schneider F D, Bautista S, Mayor A G, Baudena M, Rietkerk M. . (2020). Advances in understanding and managing catastrophic ecosystem shifts in mediterranean ecosystems. Frontiers in Ecology and Evolution, 8: 561101
|
| [100] |
WackernagelMReesW (1996). Our ecological footprint. Gabriola Island. British Columbia: New Society Publishers
|
| [101] |
Wan G, Zhu D, Wang C, Zhang X. (2020). The size distribution of cities in China: Evolution of urban system and deviations from Zipf’s law. Ecological Indicators, 111: 106003
|
| [102] |
WangJ, Song P, BiZ, WeiL, JuZ (2016). An ecological niche evaluation model of social,economic,and natural complex ecosystems: a case study in Sichuan Province. Acta Ecologica Sinica, 36(20): 6628–6635 (in Chinese)
|
| [103] |
Wang X C, Dong X B, Liu H M, Wei H J, Fan W G, Lu N C, Xu Z H, Ren J H, Xing K X. (2017). Linking land use change, ecosystem services and human well-being: a case study of the Manas River Basin of Xinjiang, China. Ecosystem Services, 27: 113–123
|
| [104] |
WestG (2018). Scale: The Universal Laws of Growth, Innovation, Sustainability, and the Pace of Life in Organisms, Cities, Economies, and Companies. New York: Penguin Press
|
| [105] |
West G B, Brown J H. (2005). The origin of allometric scaling laws in biology from genomes to ecosystems: towards a quantitative unifying theory of biological structure and organization. Journal of Experimental Biology, 208(9): 1575–1592
|
| [106] |
White C R, Alton L A, Bywater C L, Lombardi E J, Marshall D J. (2022). Metabolic scaling is the product of life-history optimization. Science, 377(6608): 834–839
|
| [107] |
Wolch J R, Byrne J, Newell J P. (2014). Urban green space, public health, and environmental justice: the challenge of making cities ‘just green enough’. Landscape and Urban Planning, 125: 234–244
|
| [108] |
Wu S, Chen B, Webster C, Xu B, Gong P. (2023). Improved human greenspace exposure equality during 21st century urbanization. Nature Communications, 14(1): 6460
|
| [109] |
Xie G D, Zhang C X, Zhen L, Zhang L M. (2017). Dynamic changes in the value of China’s ecosystem services. Ecosystem Services, 26: 146–154
|
| [110] |
Xu Z, Jiao L, Lan T, Zhou Z, Cui H, Li C, Xu G, Liu Y. (2021). Mapping hierarchical urban boundaries for global urban settlements. International Journal of Applied Earth Observation and Geoinformation, 103: 102480
|
| [111] |
XuZ, ZhangJ, LiC, LiZ, GengY, Tan C (2018). Study on the spatial competitiveness of Beijing-Tianjin-Hebei urban agglomeration based on niche. Chinese Journal of Agricultural Resources and Regional Planning, 39(4): 167–175 (in Chinese)
|
| [112] |
Yang Z, Zheng M, Yan Z, Liu H, Liu X, Jin J, Wu J, Ou C. (2024). Magnitude and direction of temperature variability affect hospitalization for myocardial infarction and stroke: population-based evidence from Guangzhou, China. Frontiers of Environmental Science & Engineering, 18(3): 27
|
| [113] |
Yu G, Zhu X, Fu Y, He H, Wang Q, Wen X, Li X, Zhang L, Zhang L, Su W. . (2013). Spatial patterns and climate drivers of carbon fluxes in terrestrial ecosystems of China. Global Change Biology, 19(3): 798–810
|
| [114] |
Yuan J, Wu B, Liu X, Lu M. (2023). Boundary green infrastructure: a green infrastructure connecting natural and artificial spaces. Frontiers in Environmental Science, 11: 1155036
|
| [115] |
Zhang P, Ghosh D, Park S. (2023). Spatial measures and methods in sustainable urban morphology: a systematic review. Landscape and Urban Planning, 237: 104776
|
| [116] |
Zheng H, Cheng J, Ho H C, Zhu B, Ding Z, Du W, Wang X, Yu Y, Fei J, Xu Z. . (2023). Evaluating the short-term effect of ambient temperature on non-fatal outdoor falls and road traffic injuries among children and adolescents in china: a time-stratified case-crossover study. Frontiers of Environmental Science & Engineering, 17(9): 105
|
| [117] |
Zhou C, Gong M, Xu Z, Qu S. (2022). Urban scaling patterns for sustainable development goals related to water, energy, infrastructure, and society in China. Resources, Conservation and Recycling, 185: 106443
|
| [118] |
Zhu A L, Weins N, Lu J, Harlan T, Qian J, Barbi Seleguim F. (2024). China’s nature-based solutions in the Global South: Evidence from Asia, Africa, and Latin America. Global Environmental Change, 86: 102842
|
| [119] |
ZipfG K (1949). Human Behaviour and the Principle of Least-Effort. Cambridge: Addison-Wesley Press
|
| [120] |
Zünd D, Bettencourt L M A. (2019). Growth and development in prefecture-level cities in China. PLoS One, 14(9): e0221017
|
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